Skip to content

Instantly share code, notes, and snippets.

@kumrzz

kumrzz/kgbacktest_13nov2025.ipynb

Created November 13, 2025 17:36
Show Gist options

  • Select an option

    Learn more about clone URLs
  • Save kumrzz/f14b7ffcef4578bcd6382bc825545c81 to your computer and use it in GitHub Desktop.

Select an option

Learn more about clone URLs
Save kumrzz/f14b7ffcef4578bcd6382bc825545c81 to your computer and use it in GitHub Desktop.
Download ZIP
Display the source blob
Display the rendered blob
Raw
kgbacktest_13nov2025.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "9ce144ee",
"metadata": {},
"outputs": [],
"source": [
"%pip install pandas matplotlib numpy TA-Lib backtesting\n",
"import pandas as pd\n",
"import numpy as np\n",
"import talib\n",
"from backtesting import Backtest, Strategy\n",
"from backtesting.lib import resample_apply"
]
},
{
"cell_type": "code",
"execution_count": 65,
"id": "2f7e4428",
"metadata": {},
"outputs": [],
"source": [
"# --- Strategy per spec (Micro S&P 500 Futures) ---\n",
"class VolBandStrategy(Strategy):\n",
" ema_fast = 25\n",
" ema_slow = 100\n",
" bb_period = 20\n",
" bb_std = 2.0\n",
" rsi_period = 14\n",
" rsi_long_max = 25 # RSI < 25 for long\n",
" rsi_short_min = 65 # RSI > 65 for short\n",
" atr_period = 20 # ATR over 20 period (used for filter and SL)\n",
" atr_vol_multiplier = 1.5 # ATR volatility filter: current ATR >= 1.5 * mean ATR(window)\n",
" atr_stop_mult = 3.9 # Stop loss = ATR * 3.9\n",
" vol_window = 50 # window for mean ATR\n",
" cooldown_bars = 5\n",
" \n",
" # Micro S&P 500 contract specifications\n",
" contracts = 20 # Number of contracts\n",
" contract_multiplier = 5 # $5 per point for MES (Micro E-mini S&P 500)\n",
" \n",
" def init(self):\n",
" close = self.data.Close\n",
" high = self.data.High\n",
" low = self.data.Low\n",
" self.ema_fast_series = self.I(talib.EMA, close, self.ema_fast)\n",
" self.ema_slow_series = self.I(talib.EMA, close, self.ema_slow)\n",
" self.rsi = self.I(talib.RSI, close, self.rsi_period)\n",
" self.atr = self.I(talib.ATR, high, low, close, self.atr_period)\n",
" self.upper_bb, self.mid_bb, self.lower_bb = self.I(talib.BBANDS, close, self.bb_period, self.bb_std, self.bb_std)\n",
" self.cooldown_counter = 0\n",
"\n",
" def _vol_filter_pass(self):\n",
" if len(self.atr) < self.vol_window:\n",
" return False\n",
" atr_current = self.atr[-1]\n",
" if not np.isfinite(atr_current) or atr_current <= 0:\n",
" return False\n",
" mean_atr = np.nanmean(self.atr[-self.vol_window:])\n",
" return atr_current >= self.atr_vol_multiplier * mean_atr\n",
" \n",
" def _calculate_position_value(self, index_price):\n",
" \"\"\"Calculate notional value based on Micro S&P 500 contract specs\"\"\"\n",
" return self.contracts * index_price * self.contract_multiplier\n",
"\n",
" def next(self):\n",
" # Cooldown handling\n",
" if self.cooldown_counter > 0:\n",
" self.cooldown_counter -= 1\n",
" return\n",
"\n",
" close = self.data.Close[-1]\n",
" ema_fast = self.ema_fast_series[-1]\n",
" ema_slow = self.ema_slow_series[-1]\n",
" rsi_val = self.rsi[-1]\n",
" atr_val = self.atr[-1]\n",
"\n",
" if not np.isfinite(ema_fast) or not np.isfinite(ema_slow) or not np.isfinite(rsi_val) or not np.isfinite(atr_val):\n",
" return\n",
" if not self._vol_filter_pass():\n",
" return\n",
"\n",
" # Do not open new trade if one is running\n",
" if self.position:\n",
" return\n",
"\n",
" # Calculate position size as fraction of equity\n",
" # For MES: notional = contracts × index_price × $5\n",
" notional_value = self._calculate_position_value(close)\n",
" position_fraction = notional_value / self.equity\n",
" \n",
" # Cap position size to avoid over-leverage (max 95% of equity)\n",
" position_fraction = min(position_fraction, 0.95)\n",
"\n",
" # LONG entry: EMA25>EMA100, RSI<25, touch lower BB, vol filter passes\n",
" if ema_fast > ema_slow and rsi_val < self.rsi_long_max and close <= self.lower_bb[-1]:\n",
" stop_loss = close - atr_val * self.atr_stop_mult\n",
" take_profit = self.upper_bb[-1]\n",
" if stop_loss < close < take_profit:\n",
" self.buy(size=position_fraction, sl=stop_loss, tp=take_profit)\n",
" self.cooldown_counter = self.cooldown_bars\n",
" return\n",
"\n",
" # SHORT entry: EMA25<EMA100, RSI>65, touch upper BB, vol filter passes\n",
" if ema_fast < ema_slow and rsi_val > self.rsi_short_min and close >= self.upper_bb[-1]:\n",
" stop_loss = close + atr_val * self.atr_stop_mult\n",
" take_profit = self.lower_bb[-1]\n",
" if take_profit < close < stop_loss:\n",
" self.sell(size=position_fraction, sl=stop_loss, tp=take_profit)\n",
" self.cooldown_counter = self.cooldown_bars\n",
" return"
]
},
{
"cell_type": "code",
"execution_count": 66,
"id": "f35d1c62",
"metadata": {},
"outputs": [],
"source": [
"# --- Backtest Execution ---\n",
"# --- 4. LOAD DATA ---\n",
"df = pd.read_csv(\"/Users/kumar.ghosh/kgtest/lemaske/USA500.IDXUSD_Candlestick_1_M_BID_05.11.2022-04.11.2025.csv\")\n",
"# Standardize column names for backtesting.py\n",
"df.rename(columns={'Local time': 'Timestamp'}, inplace=True)\n",
"df['Timestamp'] = pd.to_datetime(df['Timestamp'], dayfirst=True, utc=True)\n",
"df = df.set_index('Timestamp')\n",
"df = df.sort_index()"
]
},
{
"cell_type": "markdown",
"id": "c7a87430",
"metadata": {},
"source": [
"# OPTIONAL: Isolate the date range for the backtest\n",
"df = df['2025-02':'2025-07']"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "add9d98f",
"metadata": {},
"outputs": [],
"source": [
"bt = Backtest(\n",
" df,\n",
" VolBandStrategy,\n",
" cash=100_000,\n",
" margin=1/50, # 2% margin for futures\n",
" trade_on_close=True,\n",
" exclusive_orders=True\n",
")\n",
"stats = bt.run()"
]
},
{
"cell_type": "markdown",
"id": "8b710725",
"metadata": {},
"source": [
"# --- 5. RUN OPTIMIZATION ---\n",
"bt = Backtest(\n",
" df,\n",
" ComprehensiveStrategy,\n",
" cash=100_000,\n",
" margin=1/50,\n",
" trade_on_close=True,\n",
" exclusive_orders=True\n",
")\n",
"\n",
"stats = bt.optimize(\n",
" adx_min=range(14, 29, 2), # 14,16,...,28\n",
" atr_mult_min=[1.0, 1.25, 1.5, 1.75, 2.0],\n",
" atr_mult_max=[2.5, 3.0, 3.5, 4.0],\n",
" constraint=lambda p: p.atr_mult_min < p.atr_mult_max,\n",
" maximize='Sharpe Ratio',\n",
" method='grid',\n",
" return_heatmap=False\n",
")\n",
"\n",
"# --- 6. PRINT OPTIMIZATION RESULTS & PLOT ---\n",
"print(\"--- Best Run Stats ---\")\n",
"print(stats)\n",
"\n",
"print(\"\\n--- Optimal Parameters ---\")\n",
"print(stats['_strategy'])\n",
"\n",
"print(\"\\n--- Trades (best run) ---\")\n",
"print(stats['_trades'])\n",
"\n",
"bt.plot()"
]
},
{
"cell_type": "code",
"execution_count": 68,
"id": "dea7e310",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Start 2022-11-05 00:00...\n",
"End 2025-11-04 23:59...\n",
"Duration 1095 days 23:59:00\n",
"Exposure Time [%] 2.22888\n",
"Equity Final [$] 2923132.97243\n",
"Equity Peak [$] 2940692.45982\n",
"Return [%] 2823.13297\n",
"Buy & Hold Return [%] 79.63103\n",
"Return (Ann.) [%] 207.73038\n",
"Volatility (Ann.) [%] 344.56007\n",
"CAGR [%] 207.7306\n",
"Sharpe Ratio 0.60289\n",
"Sortino Ratio 5.70295\n",
"Calmar Ratio 2.7142\n",
"Alpha [%] 2839.8717\n",
"Beta -0.2102\n",
"Max. Drawdown [%] -76.53471\n",
"Avg. Drawdown [%] -2.62106\n",
"Max. Drawdown Duration 199 days 04:11:00\n",
"Avg. Drawdown Duration 3 days 07:57:00\n",
"# Trades 593\n",
"Win Rate [%] 32.71501\n",
"Best Trade [%] 1.28656\n",
"Worst Trade [%] -0.44191\n",
"Avg. Trade [%] 0.02276\n",
"Max. Trade Duration 4 days 15:03:00\n",
"Avg. Trade Duration 0 days 00:59:00\n",
"Profit Factor 1.58299\n",
"Expectancy [%] 0.02292\n",
"SQN 2.80796\n",
"Kelly Criterion 0.11739\n",
"_strategy VolBandStrategy\n",
"_equity_curve ...\n",
"_trades Size Entry...\n",
"dtype: object\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/kumar.ghosh/pyvenv_lemaske/lib/python3.12/site-packages/backtesting/_plotting.py:141: UserWarning: Data contains too many candlesticks to plot; downsampling to '4h'. See `Backtest.plot(resample=...)`\n",
" warnings.warn(f\"Data contains too many candlesticks to plot; downsampling to {freq!r}. \"\n",
"/Users/kumar.ghosh/pyvenv_lemaske/lib/python3.12/site-packages/bokeh/util/serialization.py:242: UserWarning: no explicit representation of timezones available for np.datetime64\n",
" return convert(array.astype(\"datetime64[us]\"))\n"
]
},
{
"data": {
"text/html": [
"\n",
" <div id=\"df963e67-c721-4b89-8717-33719e8cd91f\" data-root-id=\"p7956\" style=\"display: contents;\"></div>\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"b15e483f-3d04-4188-8958-345f7c1a391f\":{\"version\":\"3.8.0\",\"title\":\"Bokeh Application\",\"config\":{\"type\":\"object\",\"name\":\"DocumentConfig\",\"id\":\"p7958\",\"attributes\":{\"notifications\":{\"type\":\"object\",\"name\":\"Notifications\",\"id\":\"p7959\"}}},\"roots\":[{\"type\":\"object\",\"name\":\"GridPlot\",\"id\":\"p7956\",\"attributes\":{\"rows\":null,\"cols\":null,\"sizing_mode\":\"stretch_width\",\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7955\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7940\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p7554\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p7654\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p7507\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p7712\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p7831\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p7879\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7941\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p7555\",\"attributes\":{\"dimensions\":\"width\",\"renderers\":\"auto\",\"maintain_focus\":false}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p7655\",\"attributes\":{\"dimensions\":\"width\",\"renderers\":\"auto\",\"maintain_focus\":false}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p7508\",\"attributes\":{\"dimensions\":\"width\",\"renderers\":\"auto\",\"maintain_focus\":false}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p7713\",\"attributes\":{\"dimensions\":\"width\",\"renderers\":\"auto\",\"maintain_focus\":false}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p7832\",\"attributes\":{\"dimensions\":\"width\",\"renderers\":\"auto\",\"maintain_focus\":false}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p7880\",\"attributes\":{\"dimensions\":\"width\",\"renderers\":\"auto\",\"maintain_focus\":false}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7942\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelPanTool\",\"id\":\"p7556\"},{\"type\":\"object\",\"name\":\"WheelPanTool\",\"id\":\"p7656\"},{\"type\":\"object\",\"name\":\"WheelPanTool\",\"id\":\"p7509\"},{\"type\":\"object\",\"name\":\"WheelPanTool\",\"id\":\"p7714\"},{\"type\":\"object\",\"name\":\"WheelPanTool\",\"id\":\"p7833\"},{\"type\":\"object\",\"name\":\"WheelPanTool\",\"id\":\"p7881\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7943\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p7557\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p7558\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p7564\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p7563\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p7657\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p7658\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p7664\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p7663\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p7510\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p7511\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p7517\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p7516\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p7715\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p7716\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p7722\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p7721\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p7834\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p7835\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p7841\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p7840\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p7882\",\"attributes\":{\"dimensions\":\"both\",\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p7883\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p7889\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p7888\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7944\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p7565\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p7665\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p7518\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p7723\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p7842\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p7890\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7945\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"RedoTool\",\"id\":\"p7566\"},{\"type\":\"object\",\"name\":\"RedoTool\",\"id\":\"p7666\"},{\"type\":\"object\",\"name\":\"RedoTool\",\"id\":\"p7519\"},{\"type\":\"object\",\"name\":\"RedoTool\",\"id\":\"p7724\"},{\"type\":\"object\",\"name\":\"RedoTool\",\"id\":\"p7843\"},{\"type\":\"object\",\"name\":\"RedoTool\",\"id\":\"p7891\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7946\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p7567\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p7667\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p7520\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p7725\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p7844\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p7892\"}]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7947\"},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7948\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p7590\",\"attributes\":{\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7587\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7522\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7523\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7524\"},\"data\":{\"type\":\"map\",\"entries\":[[\"index\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"int32\",\"order\":\"little\"}],[\"Open\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"High\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Low\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Close\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAC/829ZXQWWRM1CgzuBPcEt+BOgAd3DQQNJMEluLvL4D5IILgMj3sguLsETyBBBg+uQb7Ttffc+Xu/tW7f9eZPre6n+/Q5pbvqVHc+/oyZsHeo0fDx/2P65EqRe956RsOSdcN8jg8wGk63qrGwQXujoc6DdkvWbTYaKqXdX6D7cqNh8MExq7rajYbufes8uHwEv3dRdGGDkCfLzUbDj73vrrWJNRq2NXF9iP6J8Z9fMBqG+8w+cu4jzk9Vv6ujrU0eGw1nxx3akk8dl1QP6LnRaOi57NingV2MhuYJk3KY2hgNddPf2j6is9EweuCK1wfbc369jIarRe59q7fMZNCm9dhuMuxTj3341WRoGPLkyrbHJkMOU7OEScXNhqxdazmapzcb7lz6Erg9lVnm0dJgxroq6Ue1df4sbAa/fM2Gp0mKMfnNhsJzX3aYkM1s+GuYz+xkFXD8tarZcH5rE5f9O9eT2Sz8P1rAbLgx4XmJdyXMhl+KjbsCzQZt+GHqejVsnjnqvLq874HiGMfTzGz4XKrnsoblcF3iO5Mh9cw1jTL8Nhmq9Ypq0VpRjW/TPpsMjjOK8ZnMBjXLmK/HTAbF5bp/LjYZNp3wtdiOgJ9h102GxouGPp0cZzLkTRmU2XjZZOirLTC12dAyY4qyp2NNBjXa4B8PTCLPuR/1o23DlCQVlfX/YxI+575lwrqvmAyvOngKNblkgh7dNRnUcjM2fIDrE5+aZJ011fmOnkJzXz4xGdSykvbmwzqaVTFjXc3NhqDM/raIhuBf+fZmg6aG8xXftXE3jTYbNqxfvz7vWLNBe+zmeWZDa2UmkfMhT8Nss6G/+tu1xmyIzFchrthKs0GN9qbkErNBU/+ti/F7iYXUx/k8P43jTeXv4/WnMq/OZrHP0g1Im3Detc2GZOpvRlmzYeyqPClvfqX+/DAZHu3ceCIkq9kwWRnY1lzkX07Mv9Avyue+CXaWQHkoPSytDHus0juNf+u/0z6vmgxHlRv4PI92+sJsUGrmP+qh2aCGnR8UbzYUVI6mdwye5xdnNuwYUTd97sdmg+YWoq+aDWsbLRo64Azs7K8LZkMNzRFdMYue/1JyUMPkWn/aLPrd8oR+VOxcPae9Wv7Ks2b4NZcZfs5jNqjlnRmn5C16WR7+YarSt6ZKMVe35nqUX1rxekr9T42gd82emWS9XYwmQ1yx1DNzXoH9HrpH/p0xGbRh66nfZfx4k0Ezk6pOE8Y5QLtV/lFT+6tnTQYl9t3zLkMuBX6B/+OeUT5vTaLHR9JQ7j5mg9KG1Mmzc95p4Y8qJeI5jmj96MULFy5k3E+7V/OXuOAxGaZrjI4xGcI1h/qvf0pmlviTtaTZoGaXdn8hs8SNtxXNhqLKQZXpZAZfNtCPhppx3wDouWa3wo9w+NOkgbCDHWt4vgzGHarsQ/hXE+O+UHFlovqh+Vv4F89ck9iz32TS4SbId7RJ4mWWHpDH63z8PYtJ5lkxo0niXWJa/ehI7UF5TRJXkhc1Gapof0URL8PKmsRuin8wil8s7TIaFLtL9YwzynUf1hll3v4KB2jkvYrn2vxDXxgNmrs03zcKf8qp+P5ehY2sKahHySi31CbxkyGB1N8WJuh3EOUZBj+fqgv0+ns9E/BGlFH8ZFGr0bD5ze5T5xVO0Ob7MNEo/uHmQyP8rpqHggdTpj8Avvipnq/JZ3Dq/x0q+KoG46WiYv+1TaJvdWqZJG6n+GwUOus5cM/bl0ZDfmWA8xKBowapdXVSDjhlchP84nHiL4W7NPutthbyqbwC8ni13oj4vt8o+KNjBhPwWQ7Ey1QpTWLnQek4npKfxL13Ruj5daMhRJu4h3xOb/qfoVrcr5mN8T8N9OVucZPh7e5Trb4UgJ43+IT117xkRNxS+qzhrCpPqL+fgSN/JRnFjhekgXwCMpugzzmgt5HJiXt+Gw3FNUDla4LeHzYa5ue6c8l9D3bw5rwRfjaBcjhlNHwNfLSzxzEj/HU1E+4fawKe7a8fFXw4iXhnCvmk/NCeU61qpJvHOHDaZFBRqkLwVJPgnjhlh5q8N7bD9RO606+1N4mfPDKK8WghjmdsJV7dSntebRL+jjbTv9hxXbLnfN4PjN9D4VCJIz9hH/uSm+EnftOvKzyryTOfws3a+MUyIJ5uyIvjvsngpyf7AK8VVDjlunI7XWvoRzVcXLmaWfTL3cosdjinFuLHEfV8LS9pVNcs/A8oCzxeU+FKsftiPC4CXDLN3yzxrXUN4O8JalyNXaPzE2cqfCBxvQ74cLc21r1D3S/yU7jpuHLPyyzEUztMwA+b6R+U3AWfD6CdbyCdCFyWfjbkmHsV/PMzFa8Et6j7LaMGrvB/Sj1KbtaNCi77hXk2S848Jg35mES/2IV8aA96qBf40b0v8qMGYeBvLYXPp9av1mtSH8plMHFiI8R9R0OM+0dL4HqTH3B3wgfGJYUPBAep+8Q+ByAf+6DwvuQJw4H77/Qm/zebEYc2E79FmEUe7bYAx57ZaYY/+BvjVk8EPsxzXj8qdnWEuN0LXLJAzUdwx2Tg/aerzGJfI0eZxS+UnWSW/HBRd+D/vaOph82B86wred5qRj5+knnlMbPhpK9lVKl/8e4R6HHNv4Fz16axyPPTlrLI/Gr6WQzjlaNZpqj4gZIWwRPhHS0i/wHVLYIDAmuCjg7AdamrWcROXlWxYP7NLYJrOxexiHxrFNePamxt7IvnNstrETx4IqdF8qd5an0aLjmezSK4qYmPxaCF0UT1u+DE3FyvOq/pRyd1neb+q/5hEX3zVesRfBWA8ec3sgg+62OwiF6lqA4aVgrjlStoEf/TMR+uK6rmJTi1BOY1R13vpwy3kr9F/MDPX/BT45+aBT97b0B/199n3m4EPrbcpl08gz68fKsfFfwWR/x9GfWLxiqP0/i2NIn1kAIW2Fdhi1zfqrTFkFsx2l7MYrj8JfDRXMUPwTMVLaJnuXywbms58KuhL+5/TjmVyAr57MxjQX3KB/LNXQzjL6oCOW6vZRFc5F+L16nxVbqToqySu+ZXuvuB3wdiad+Kb4ITzjM/jYKdPLewDnMPdYGQu/pRja9DLtBv3aNd3kP+OFbly5r+DT9FP3YSdLTKkzX/Hn6A503MS/cgv3k1APpwvCn82bLGkM+ltsjHczVn3KrFukdt+N3aBeBHWqnrNfy/vCPjXhuz4J979OO/aoNvU9rieFor6kMX0P5qfA2PFCwF/7LnBnEd4//d5PpRwTXqOVqe3TkLj3MgfnwshXX0qAN/38kPepC2KPjnUnmnpj9aXUxjU94KrEvkgH4ULsT49tJkSJxSv9r9FGaDYlvUQh/yKT/89LLPJuQ710x43hPizqMm5Jl/m+S5C06aBHfWuAEcWiEtnlcyk1ns5Xpa1CX+TE2/XYXr6Mz1raa/jtCPyvOWIz503M/j7ZBv8HLUFY5eIJ92cf07US85aTNL/bHIHtZF/2b+3Q7xqUo+s/iDfkouWt73uyDxQRHU1fqUp34Wp15nhX0OUufFfxal3RaFPHPwvu2NKQ/Fb9HHRcwDBppQjxqKfP3tcpNBC5v71wBPn22JvCpTKf2oxr8x8zgfG/Llk5EmsfMK1VAfuqFwvxYP+vqxPlSK9ZEmJrHL9jWwjrUdWDcyAb8XizAZvk8bfNCxEXUk1x7UJ0K3Md/KjbzluC/zgXDizVCT2H/UdOb7s8mXrhj/l9JTTU7F32Fej9/w+kTUZ4994zgPgEP3LGHdcD3rBBv1o5r8H5yCPaXdzvpwKOpN3xQu1uxoFfOjuPvg+/4HqKcvegp+XnlH/hDX18toBs5uCX/Qpjn9YXPUz45Vhn14GrC+1xz6//QI/Fy+CybJN/56Bj7V/sI6wSvUXzNWNUs94NRVyvch6vTb4kzix7p/IH+Xsn6v/Ij48zTQ9wcZ9KOav7xVhXGgEvKyuPSsowUAr8/MgDp7plzExb6s8xaCf92Yk34hsxl6lAl1veWpOF4e4JlvJYCvKzTBvopPU+DaSj2A3/+YwOuGwk88GQE/MX0Z8oOUyg8J/lyP64/vpD+3Eg8dhJ9csxd++qyF/usF64UZLGI3KTPpRzW9OJ3SIn48/Q/o1dx0FvGH2dNaUJfLaIFd57eIfzurcKfwTeEWDb9nU7hH8//lFd7W1vE8mQX1CTWuxs+paXHdyFQWkdv5n6xD/wT+H/kP86oP8Mtz1fp3bTzh+zaO/vadWfDXCoU3ZX8gCXX6UDWuJmd/9RyJ8ymBe+OTA88v/gO49kK2//+opld+Sm6aHhROw+PUFrGvCMUX0aMnsNf2iv+auRVReFGrT7RUOFJbbv0sFsmzJqtxpM6UFXyMUNdrdvs1C3C/WR1LPpgFODJDLovsj9zPboH+JbGO/gx6dkPJV8t7PvzB+78gHg7PC7z7V2Xg2kEVLGL/qStZJK6Oqoh52yoAB4/0w3MKlWa+UE4/qsn3dSXwL7ginru5Ep9fHnmPwxfzXFnDIv4pSuUpmh3lqAZ+bqkFPi1rBr0tVxHj+9RmfqOu1+LXvWq4/64/9Vnhd6mnqPNa3ChVG3wY5c98qzKPCyKfzJ4f8slTAnlaW5U/anY+25f5WDHY02h1veaX06jrNZz2yxfPnaTyQcmXi+lHZb2F+Twldw2HfMuJfGVdEax3grJv2QcqY5G4E18c+cvsQuRHTuZPuWFnGZVdC666gn3hYx+4f/mW+veC/vMW49dz7v8ZYecjjrHudRQ4t/pt5HGLYuFvryr70eJjtOKr1O19IccLimr5yCWVr0p8Uvov/queBfthLSGXKq31o9o6UjaCnR9tZRE8o1FN3kcaYx7F21pQN2+K8zMM8KfLm4CPZxtBvws2gB/JmMKCep/ir+b2MuWFvq4sCL+ypQDW+7Aw88aCeM7Jj4iLGe6ynveb+VAy+sd7iEsnFE7WcP34A6gDxl5m/LvDuHoDOCLFB+zPBeXB+kJLwa+vKKEflfUVAR8TisD+jaVAw8ujzjNBHUs9vTTsOouKO7J/p85ruO6FL/LxVPlQD4nJDX/WX1ENf+ZQdqfFkVf5YPcbsyDejWYdpWohyqk09C3Kn3ZbCXzcXBVxcGEx1mEKw09r9iP5UFHYWf6SWE9v5cekjq/mr9X5FubD8TIlRw2v+OXRj4qe5YI/jMmP4ytl8fzLZRCXOxSGPh0rjfsS1Lo03LTWF/6hFutoS5Tfl3ymEOLN+Uzg667sqKM1zQm/1oz1j3X/rq8Y7bQe7HZoHep7HepvA/jXZ43B/4/t6Bf78flDgVcah9OvDoG/rzwSfiGuF+QV0hvrudpDP6rFnV49GJd6MQ714nEo7UTNW8N5z0JYnxxK/gxEvHgfjHXGBKL+lzII46+oBP1tWdOCfR0VzzQ7zV0C/sPph/s7Kjwm9fvs0L/FxTk/1j2b+pKfSm+1tN5dEvwx1EA82l4B/mVGedSnypaHfowxgL9L+6Du9Xko/NPeUfpRLf9NPQ1ynjgW8eXrRMahcTjvnWCReodG/71O4thYrK/GFPxea65F/NXa0eBDiWHEh8OJr/rSnvvAPzzpCb3MrPy1tl8Q2xl8je3OunEX8lcda3lDUg/UkXePhb/pNhV2Mm4a/PTF2cQXi2AXTZdbUAd3gu9Fo2j/Xn1pCzfrvC7YWVwU9DIhCvHc9wSOk9sYv42I32abhX13tD8zcGfBg+CHMYr138PABzcOwy5POBEH+x6DPg3hfcH7WV/fD31+v5t+ci/iVSp1XgtHhij44TongTMaHaP9kC44RPxykv78DPORi/QLl/WjGr8iryH+XrsKO+l0j8+/DXspfwf6vPAjcdVHXOf4gbjW4Sf4d/ET9PDP9Fb44axW6LmiGl7qlsUK+85jlbh2OacV/UaFreJ3D+ewIh9XVOKhjxW4OAvpH1ap85+uYRX5P2ppRT7ciNf/S5tagXdbWSHfNlaR97Q6VokL7erpR7W67KYAK3B8VStwcS0r+lTUsdRlq+B8ZCUr8T/uK1AB6yxYGb/Hl7XC7vNi/ArFsd7kJa3id/eoY/EHfhh3ahHwZ4Dil+SZmazAm5mtgnceZrAiziXj81Pg+UuyWyH/glbgTEUFR2S0oq8srRX7remssP8U5PsPxqXv+lLfVFbgjDTk51fmSd8Zn5IYN14wb39vQf/me+Cnyx8Rj3K8Bg4oktqKfSXFV8E5Ss8kTig+aHg9qzqWupMP+JurkBV4oIAV+EfxW6u3fM5vFVx5Remz2IOSh+SZpXB+uT/461/eCj9QHvK4WQl2UVPpiWYv6bvi2NPLijyrp740sA/07WCYFfUydSz1kN7Q04Q+4PeDfv/3VPSW48f24XEPK+qa7aziP76r52j+uIJar1ZPKd0D9jq5vRV5qbJbrf6R0NyKOl5Z3DdJ2a/g3FrwL1lrQ8+bKHsSnFcddEUD6ksF2mUV/ajIV1Gpg5Sgn/ElPypagdPLc961MT9rbfqlAPDnSC3Y5euGkENga+hTpyAr+qA7W6VeUqcr/UMwzo9X8lPu4U75kfCnWSZZxU+Xnkq9nG2VPGDoXCvypj/hb/OstAouObXJij6MDVbZ9yuyCetIvon+ZRv04egu+IUUG62CJ5au049q8yy7Ena4fA3WG7Ee8wpV56WfYY9VcEC6fVhH0x1WiaMDd4JPSXtghzV3Q88uHwU/LOetqAeehV8bd84qcbujotIfr36XfPe+FfWPGD5XXS9x+5JV8svHl6CvGy9jPj3OQk9ruumP3TifdAB62v4Q7e6wFfuppyCn5y7am45Us+9JDvizTB7wJc9R2ucR6slFxJlv5+AHXyo+aPjvzr98umAVHP9YrVfD72VugQ6+Bf033sS4XW9hvLd3rcCn16yo817D85fctgqObHMHdtvvEcZ3vUI8OfqJ+v3Siv4VL+1I8VGre5xU/JP8SM1Tw8ndrkF/x79GvC30BHFs5WP9qGZP+19gPeGxxBsPGcdfMb4+QTyOSLRi/zMRdm54Cz35+hR6PuSBFXXzOCvqq/HQj/7XGJ8vAOcUjWJcPge/uHUb+NFkK+PJHviNVbtpLwuAA0quhf63+wv6mH817T4C8uy7Hc/NuBd6ErUOdmCxcl3TYQc5ZulHJb+dD33suZx+ey3k2etP8GnRBtjPql3U213EUcpPafnMQUUl3qtxtHwk2xiMs0X5C8kvV8DvedZwvM2UXyT0yDsC41cZA/mWmwa+ZZkDe++7BPaefz79wjzg1eljiVcnAR/1GoN5BU+A39g6knoxDPEraiT8XPmx+lEtj/h7AtfRn8+fQf5OIP9mYD0HFH+1+nHhpfD/DVfCH14j/3oPov8bAj4HBGH9MV2s0ldwpgtwlLkn9OduF+KY9vTTVeFP51TG/bEqPktduCblVx/4Z7D6Xeqx2RDPEhVelT56hb8kL81If5lk+X/wmtS/FV6TfhYf/aj2nNU5gF/ifcDnxMK0l1JYz+n08EO5K8I/JZaCHIb4I06760D/vjaDvW8vjfjavCjGjykG+y5SAf73vOKb9OuUY3xS+Yvka51o34OYV43EOAOHMb4P5vXlya9csPM5eREPGuSl3PIDf0QXYRzLjev3VsN1odX1o+I/A6ivNWiHtXBsqk/81hjXz2yP+HGkA+zrfiDiR6Z28FMVFV+kPXYm1hOs7Fyrt21YBbyeYT3x2EqMk2wJ7CHTDuCxptuRz1zYBjk224W4s30v+J3SRDzyN+T9fQPzz83IG55HErfsBh4pvR/zeruW+Ho77W+bflSeuxV073bGnX20d9ICW5mPbmN+uo3+aRPs//Bq4tfNsNt76xHHwpfDv9VeBrsfswhx/9xs4KgB8+k/B/P3kaBVR9D/DqO+DbRKPdMWDD9Yuzv8dKU+GGd+X/C7bz/grOODwfe/g6HvU0ewTjAIdhgSrh8VPgwn7gin3k4lLplCvDMecX3dfNrdbK53Duz/0hSudwLG9Z0IfWkxDLin+HD4vT8H0J8OIy4cDjndn0Q/PtqKvs7x8IfVZqCOcmcy4+dMPMdnNcYrs57xUOF06e/cRvy3GXp9fCPtZAzk/juUdZR++lFN/s1V/JB67RDyczD52x3zfz+M8bYf6UCu/99xBiGO7BhMfrSgvvVE/BkezDgcBDufEUw83g94fFw/6NuKypBXq7LwkytLADdVKUm5ZAE+KvEH86gXqLeOe4q6Xo13qM+uT0Sd9OkH1JHXfkP97uUD7OtsfaQfFX/5BHX0Mi9Zj39jQVyPwT6O/RnmFfQe9dubb1lHeYR9Pfsd1MeTJWA9eQ9h3+OBlfvrHtQv+0WhnyHDafx++Djq/c33YB/onB38CfKiXj3Zxj5fB/avpllQd1l9A32k/S+gjlrsIuvKl7E/siEO1x+6yzrydfY5HMF8rx/Xj8p6r4O/obdZT7rLfa2D2L84YeE++BH2QRyhvA+hPn9LHUs82o99incz0W/QdT75Nw/1901jwZ+Sk1Cnar0E1+XZzH6UnZhH8kjs6x/ew/7bjTjuvZv7p39a8B7nNtTp128CLtq7hfvIO7hvtAP87HOJ9bIY1sFu60clLrm5v2lmX4iV+55erHfCZexLtFV6qfmHBW+4H/kB+lT9A/fJXoO/uQvD3j+mYj6UhvmoolIuTst4mx1+7UEq5pW5QXMVAb5cUwx4p05R4P3RZYiH82KcmJ+wq3O/WZdPQVyf0op+myTuLz7hvtMz9kkn6EclXn7gvtE79k+/Ql9Tsy/0Q9mB34/lQPxqkIP1isysM2Ynnk6PPHurL3DprRzIYx6kZ/zNgnxnRwbgoxIp8fuWd7DP+3e4/3wP+x0+V6G39vPc37hB/bwN+87lxH7TQSP3i83YV3HuZx+Qhf0ka7j/PY16NEU/KvW6xfCXPedBD4eNswDfDWU/yDLsd7WZgP2Mc3MtiLuz4G9nzsU+1NkV2P9Nvpr9NOuwrzJnNfaHuyzl/vtc8KnKIvZxDINdRPfA7z1asO/MAD9iqcf95Lrs3w/g/mlp7rPX5z5Wfe4zB6Cf6kB5+IOJlRgncnHfK6d+VORdFPtWnUqwv6A8/XsVxofqOA5qCv//uAH4H1CT/V4B2N+c2A77ZUfaQm8CQtj/FIR4drMb9ou7dIXfONOWfXgTuW+9hPsA69DHcOgv+pn1kPvFndy/O8d99/uQV7Gb6Ccrdhd9Y1luc1/xHvuB0rLexX2ILen0o7KPmYY4lMd+Gf7bB5M8KSP2c4qkYz6UBnnP3VSow91ODlz9NDnqcP0LMd/MD5zzhPngzFzApelycB+gAPd7csNPhObGc6PpR6vnZf2oIOqD6/24b5CfuDiJfvEr97V/cB8xJXDplO/wZxvSA893rYa8+Ut9/aiWb8+uBj40LYv8Mlsl5t01Wb+vjjrauHrY30kfgHzqeQDzpfrIz4/VAz9+rmB9bK2V9g7c+mY99+HW4TkjtyHf6b6LeD8CceTCKsQzx2LU+UKYf21dy32M5cxL1wCnjooAjnVtR747OhLPW7YLeD5uA+vQ27kvskU/Kv5mM/H7JsbPTeTHDuqPnes4zTz/FNbT+jTy8kVHiNcP4fxQB/Qx+QHskx1xIK/MGwUcf9vL5x5jvqnGk76vs9w3PgNa+DzkOuYK9pl9LjMPvsb5XsFztl5hHeUy6qhzL3Ff4CrrExdo7+f1p1J3OY182/8o604nWe85DXubd5b18dOMy+eoN6dpn0e5rmOY/6sLsOuzZ5gPnWM97wr4Vugy8dQ9xvu73I+/zH2qM/Qv54ATalwkvy4inzWcodzPQv9+Xuc+TAzytBMx9D+36F9uMg99xzrre/2ohoNmvaZdPmed8RH9ZwLmUfsE5rf7GurpftdQ/5l/lXp5CnWe3Se5nxuP/b4sd1gXugd/2/0J6nSjH2Gfb2c85PriPvfPrpAvJ+hPj9HPnmB9+xT9/iP6oSf0Aw+pt0+ZLydwX+sR9keHfaf/+Ml9gm/6UW09+35x3+cb8vKyX8jfr//GGxv6rNPZELcz26C3WW3SR1A1mw3vZ2axAS/lsMn++biCNuRFpW3oVyhlE5y5uaQNeUsZG+pE/jb0mfS0wf8OsomfmDHShj65cBvsaJgN9ZdxGG/nEBv4p87LdznG4jhhsk30ou5UG967H2VDvtnPhnpMuH5U8rARNsT1sTweY4MeqPVIH9EUrHvFQhv6l2bZgE/m2tCHNceG76YssMEf/GWTOnmd9VjnyU021H232lA3UVTe31prg37vsOF9z9F8fh8b6qT9wN8INQ+x7xHk5ySMc0LNU9vfa6+eK++FqHloecWn2Tb03/6JeRxQ8xEcvcYG3LHsf4eKHa+HPl1V85S4FoHzy9R5bd+5faQN+eIe6EfKvdDfpzvBn6nqvNT9d4HOV/wUP6t+F/9rsSFOuyhXjw32Y7MhPjogZx8Xrh/qoB04oRfJ3bAbhzqWet0OnA9V40sfx5b/HSp+Yhf1mfyJUPyR9zsWYt2Dp+E4Sdml4CF1XvpolD4LbpwLfS6j9Ezy/QHg+4nhNuSffcjfPvAP0waSr2E25FPKzgUn9IZfMATZkJ91ovxaYZzCTWE/S5Q/0PLjP9rY8J5Ed/2o1N162vh9BJu8F1Q3kH5JHWvx48MI2NHYlTbBAZmUnUq+uJZ+dZUN7/Upe5O8cBb1SV0v+0orbOi7XWpDH81K3GdeAbs8FAk+zHFC3/ZbbXhPO8qGfawDGLe8C/LwXw27z2wF337v5n2KynfZtmD+RyNw//ed8NeP9nFef+tHpT60B3r03WTDe5aKSr+FOi/7vf9e9zfO19mF68Ztxn21N4JOUlTyVjVveS9tLeRQTa1P3jtaAXsdNx/8zLKIz5luw/7bJPBh60z4y03Tcew3F/aQoPgo/QlqXMkrd8LfWMzwR2cskOszJ/XhOO3mEPQ42T825P3P9KOCN17C7sa/R1wMfg87LvgJfPv8nvL+wLj+nnb/DvTIJ677ow144I0N++zf4b8KprfjfQZFpY/bx446Wk478u/CdrwHk9UOfqa2w15S2oHb09qxj5XBDnvIbYe/zmZH37gaR/JRdSx9EGlw3C2PHft1pe14H1E9R+rRufWjkgdlsoN/OTnv/FhH7wJ24Go1L7Gnknb03dS1w/7q2eFH63Ddte3o06hll/z1lMEu9YsMpezAgYoKbipnF71fV8KO73b6gK87soBPlz8RfyTBr4z+juNOKTDuvC+Mh0XtkG8jnO/fxA4/oY6lH6u5HftzikpfxBCM366nflRwe3c76vTtwJ/QQOhJQidQjV/S79AdfMzcwo79tvbQF3Mn8KVISzv65NraUSfugOuXdgU/E7vj98tdoJ8Vedxush3vdc6F/mabDb43mWXHd8Zmk07Bc8/OhtynzMFzwxSV/VR1v7zfM88u9v9sMdY5fI0d/aLboEedIvWjsr+hqNh5JPUtEvYWvw38DN2HdY7ciOt+/mVHXrjWjj6WCOrnIjv2i3tBT5Yo/dX6N0yKb/I9NcVXwe1hduyHjrDj+wpDYI9Fx2L8uD/5/IXgW+xyjq+ovJe/guPstKMuvtuOfuUdlN8uO/CSxY7+CjVvef92HeSYdYF+VOL7CvAxYSntXVEN/85YCn73Wk6/sALrKvzvfVPx++bZ+N1fHUv/zWj6M8Uv+T5TOP3FIKz3kuKf9MX0w32ZwjhuDzu+y7IC9NYG6Ntt8ifGY8d3R45CXhfvYB3t79tRl4+HH7n1wC44Iuk+/M+OZ/SfT+C/wuL0o9LnFw85t7iNday7g3XkUedlfyaWensDcp56AXq48Zwd7w1exHXpr9rRP3wJ9rrzOvxBuxg73vu+Bb50ugr7+HjKLji8pzrW8tPq5ykndV7wxBXQz2fhX1Oehr00uEu5xNL/xCOeVXpjR536Lfj9+pEd35f6bkfdzseBuk9G/ajgJEUF//D860wOrCuDA/4nswP10LwOsZ+ifziw76Go9Ln9Zhz4acd+ZTz0c+IZ2G/0bdh1mlj4u4Zx9C9PEU9Sf4Ufj3hpJz5AXG72lFSNJ3XBH/A7HQo5YOdFHai/FOE8ijuw71fKgfiqfpf9hnoO5K95HDJPY1r9qMg/pQNx+zv0I/IX/dUXO+pB6rzUg37R/yu+i14qvmtisWV3YH83vQP7E/4O9CdXd8Cf1nBI/8aaKg7kT7XBj4U1HXg/obIDfc3qPqnHVMX8XlfG9ftqQc5GxRepdyn+SR+GorKPmd8Bf1PYgX5SJXfZZy7pgB9VctbqkKl+Uc9/60c1PHI9mQP6k84B/6n4Inl0EcjXUcaBOo/SC8GVebGuqNwO+ClFpZ6UDnzw93XAPyo+yD5kddxvqwr+X6vmQH0uwIF91dp4fslBON98ogN6PBXnm81zoP4y3QH89adDvjsWOwF2FDID/Hw9EXoZp85r9ZbWoxx473eMA3hlBNbTaZh+VOLJSAdw0jDMK3ww5R0Cfbs0CHw8H4r1DhwIu5ozwIF4PJTrGA/+rVXjiX12cTCec7z+eN79vjweivFNvRzAD7MdyDunYPyU0xxSd3o3HfwNmwGaYj74GD+d65j5v0Nlf3uDA/nKOurnBqy71yrwOUGtW/D9eKwjchTloKjm39KMBr/LKn5JntPEAbyp+Cn1iM7wb787wA9/bOXA+42dMP7WvrDrFz0xToYhDry/NBTzXB0OuWQbwfnMcgCvFaL8CjMeFIO805ahXPzpR3pSjur5Utdprx8VP9kVfNzUGn5xW2fweVUg4s8fnRG38ikq9ZLOuK5IZ/jHje0cqIv1cCB/NjjQZ9cd9/fpietT9HZI/aOXovJeRxj0O4J8+aziieRVhaiHpXH/8VLQ9wzZ6DcqQa8zt3VgX6kd40Bbrqcd7b8+7Ca4EJ4TrOKE4NTU+lGxm+xcVzbMZ4sv/M9iX+qTD9d5wi51sUEniGsOEG8fs0v8PHSd+eYx5KXeKOTXn84QXxLv+B3D8ZazwDnWPcBROTYBtw3azjzeaGc9lHjACDw2wYF86dgK5LPnFyK/aNrHDr8+BdcXXErcMYnxVeFd6cfWkUofxXjiypHA123GYl17ZzFPU/OTvptVyGsqrwA+3r7SLnFhE/OkfBEY96Pil8SZy8CpB25h3NfxwNk9FH6UfoR7GHfAQeYFFykfC/Ng0jgT8ZQN1+9eDzlkiyLeeoD8yOcx8GpQAp93Hzht92uO+9wOu3yhH5W494n53Zf/cJL4y6/EAYrKvuQP8CP/N8zz9BfgqH6f7ejHUVT6wW9DPyf+zTx+O3HoPubdEdRzJQfpG/kLcsu6HnnDVrMd33F3UO/dzCe8kOcoG+RY4Czmn/w2538LdZGmN/B77G3o75DfeM64NPCz4Zn1o1L3ygi/nyMTcKg3o4N9bPBzjUsgrmQKwPmDteGXftYlfqpFXFAX47VT8Ub2lxvQvzaC/2zYEP51T2OOX5t4tR6um9yQ+YO6T8v7h9UHPnpZE8cm9Xypk7RlXOoFHNU3DPEgMAQ4btJA4DBPOJ8Xgrh5ui/n1Uc/KvXgvlhPncGM70OB10JV3Jbv+QzA9Vv7IR/J0xfxY5zCT7Jf0Z94U1F8P5B5yxTkXS6Fe+S7sbN4vcKVsm+kzmviWLyP8SuaceMY4nGh05zPMdKjxPenMf5tC+S4xIL7Z5gZF63Ew3YH9kltxHMe4hiXflT06gjj4GHI3Y/rijvC/ELNX/LvaMr9IPi8ORr5SevDuH/qIcglfzT5eg78c5/H87KeZ9w9/d9z5ftzJxD3Nx8Av8qo+7R85uR90lsO1hmIs84gP1qw2oH3C9cCnw3bCDuL2Ui8v4O42U384qH9uPWjEmdt1As7+PTLxXjvZvw/Sv04QTkfJP+PED8eJj49jPxnVDT4X+Ug8r8EJ/Sp6z7oiyESOMe2Eddp+Bf+FLhnnML1EmcmEzdOBv+N0zHvLFPBx0TmIQlDmK8P57wHUR+G4/cGnTi/bcC1w3Wksg+5m/mRkfzbznkZad9rYE+RO6FvX7YR76tj+b7HRv6+Evj05yLwa+U++Ak/G+onLR3kkwU4u8JB+r8ruL7yC+DewNfQZ8tryk2dl++5vQR+czyGn2j9gvx8Tn6/It9eUf7qevkeWyLw3ryHDvRXxulHJZ94ALuam8C8OZb2pajsaz9j3eMD/ObNV/Tvr4BTMybCD09S89W+BzAoHvZb6DfyyErJnKhTpHCiLqKorC+1E/0IAU7Upcs40Q9W1Yl9z1pO7MPXcOK7jZWcwEPqOqkHVnPCPmo6gTcDMG5qdb+8d1LQiT4mdb3k+eo6sctq+lHRTzVf0bfqTuTVtUGN6ljelzHwfB/Mf+YArOdJKH/v7UQdVx0L7hzk5HcCwJ/6Y5yQ3wjw88ZoJ/o2xnBcdSzxfiTGTxjF40lO7H/OcQJ/zXbi/1INd+J9nDDQmH5O1JX7OpEPBDtRd+xGOfbFc8KDnMhjgvWjYtc9Ib/Ijk70nffh83s5sd812In8prlT4kDa1k7sx7d3os+yGfg4oRPkcr8rfq+mxpf9YzW+9Bsofsu+fbgTdSQlB8lfFV8E5/QFv34Ego8bOziRH/QAn/16QY/vhjiBn8OhF8vGOtG/NMWJvH0S9DLNDCdw3UQn6p9B5Hsv/ah8F0DNV76rGEY97UEaRn53BR9WkR/ZFZ+kbhaE9XZq50S/cgsn/m9JX8hh1zysu8p0J+pE02h3sym/eXhOodWU42byQVHp49/kRB9CJO16K2joJvApbiOuP70R48VHQj+fb8ex7xbqqx368OAQ+X9APyr5tBPr2uzieg/g+b2POJEPHoNddTrhxHtSl53o21RU8nxFJc++CD1sccWJfcpz0JeU56HHFS44Ude9CD0MuOlEneM+5jHzN/3DTyfi3C/obZSi6Dt0ov/jqhPf2blEPl7F/aExlH8M+XkLfC+Y5MT3dN7TP7zVj4p9fqA9fQEft/ym/P9wSX2jWB6X4NAxyV3oh0vrgn2lcwFnqfXLe+rqvMTpbC7g+CIu4PiCLvTF5nNhn/wH+P78lRPfuUlwYv/zuhN98w+cyDfioX/N4smvePjFi/vgnxP3OhE/7YxDTtjPdaW/8j1sK/zTmXVO7Mcru5D68lT9qMSdNfT/i2nna2hf26FXlzfTXx6AnI1u6EkJG/VmH687Cj4kvwC7L2NHfP6wwYnvdW3Euq4sAv/WKSr9xcpfSt9jVcQ3WwMnvsuoqHxXTMV1wW2lnfx/k4jza/M48V3XotDHI/5O1KEDYEeFlP+R7w50o3/pRLvsrB8VvQyjfxnK42Dq6VDYc7lQ+KGFXWmXLaFfe1vRrtT98n6aotLn4I94M7AO7LlVQ+KhQK57KPieMAK4aNoq+NnA5U68j2Ni/LdzvG3U5x30p8pvy3fgmkC/I6s6+T1GJ/pVc0Ffrqbh77dYL4hHnn89Vj8q9r6fec9i7gcNZP5czoH38cOAS7c1RR63aQr3x1Yhzz86jnnjMNb71+P6h2OQn07o7UAf+1bWsZew7mFkXd2M/buKHXG+Qg3kB4ZA5v8ByAOaBuH6TPtRJyl7Fjg5VQznc5V5/SUeq7xVvud4kvWYB8hHxt/Xj4q/jkdeE30f/Lj+kvtzb5hvvHcAXz5k/vwI/GnxD+rSK7+jrvP9DfOsAsQttWjnCkdr+6RV1LG8h6yo1PeVXcr/LesEe/6rFXBs7hbwL5+6AucW7w59bNuVcX+9U/z5x12Ib3NNzA8sjPcmxsHN0OuFe4lXbfAvBZ36UU3u/0Q5oXcH6D8ttHsn5nvyJOypw1PYbb4nsPvk/8Bf7XjjRF/CS/jj14+cqAPFETfEAo/VegQ/OzyefuIfrH9+POx49jvmC5/hX2u8ZDz/5OT/jUO8CYwB/qp0kv7kCvxH6E3kRUVvMT96DD9V+iVxTDIX7P+XUzcqfjLpP1wh32NJ7ULcSeMSvdvwwon3iN5DD069gl8b9IY44SPix6m3wDu/3wJPHv4Gf2ZTfJI66VfE47Ak4PXJn5CfbbwL//nhDvSqsQ3XpTgBXDT0JvxxqafQ7xl/AG+svoN1xD+Av+zwmPrwjvJ6j3h0Q8lL+jAyuZDHpNWPitwU3/B9ReCfuF/MjxQekvzPB3I9kh00RN0n77ur62X/MasL+vse8dwejXiStB5xeNwy0M8KT0h/3VzyexblsRZ8rbOYdj8f5x1zEZ9OrIM8ZyyCvB6ofE367aaT71OIq8aRr8HU3zDms8W5nmKMw4X0o4J/fZmnVOY6G+N8cFPoS9/u0LNRvenX+mGdfXsCLyX2BQ7I2If61Bz6+3wc8qjzIxnXVT4mdbqh4N+9EcwHW9Evmogn/6Ve4jkP8lnPIdhxH+WP5LsEccw/Eojv4ulvEoj/njJvTQa92PqN+vxFPyr+PAnzn5VEO0kifz/j9ybvsO5oheelH/Dnf/5BvpOWgfhd4X75XkBul+RVJVO60F+j9FlwTCoX9idTwS6SK/0WffwEf+l+D/k9zuWS/KhLGRe+I1ALeUTtdi68J9Lahe9EdASfQtu4MO+2LrzXpajMr5mL73fT/prCvnwN+lGZTysX/E4XzCu+OY/bu+Dfglz4rpei8n9IAl2Cu6+1hZ8N7+NC/2YPF3BKCPOqAS7oe3/cX6EX7hulqOhvX+RT70Ox7gzqftl3VePJe05jwP+aC1x4L3Me/Eq2UZDH0RHg9/UxoNlH4f4cA+iH1HmpZ42EXMv0p5721Y/Kc4bDb0YMxjwTBtGPdnUBdw/Euv6ayfVNJD+nu/BewTQX6lBToL+JSh7ir5ScpI+9oQvfuVfHkp83duH/IdSBPh3shHFvt0b8m9SZfGjkQv9HJcq/OZ/TAvJ50xD8XdGIfFT6KHWXlogPK5Xc5TuFPcHfTuNc+H+YOlLJOydQnqMo/xDMLybYhXyyD/TwdQPadX3avaJSN1b8kbjclfNW8tH6S7eNB7/bjcLvxcJdyBMHQe8PjIJdBkcw79+CusDOTS7gnS2U82rk/+6/XMhXN1GOa2FPIRGwp/sbIUfjStj3luUuvNftph26GE9t+lHRQyvm4W+jfkZBb2IPQ58K34fefP8H+pLrBex79kva7T/Qg5dPwP/EM+S3h/bsgV6lPoTnxh9woa/pEPXwoAv5+hUX3k86C3/rc9KF79DFuvBdgOeQ97vn4Hu/q+TjbdDNV2kX98m/eBwvSaAfe0o9fq4fle/GJ1IPnoMWfAz7zHod84i8wvk+gD7FxVEO13G+0FXirhPAhTkuufD/ZhQfBH/fgRxu3nDhuwG3iGsvQR6lFb+ljreTv+9zIZ4rOUs/juK74NUTkEey3ZDzbyvjjJPzsrLedZh8PY54d/sy9cMCPxto1I/KvtU56uV52ssl8ukc/f0xxuGjLrwXpah8T0LZkXyP9zj075QX/Lt+2oXvTZ2nnt6mvd4AX3rchD1vvwC+PLhN/Y2C/7i/A/NpsBVx7fFi+OvKa+Gnzig/JN+/a+piH5gL+yGduI4g+oEw2M2iidSL3tST/vpReV+rK+RceCj4u6kv/dpQ4JM0/RC3w7u5kA93oP/tBP1a2B32vz0YeClGxSX5/xHzoKeDNoCvpljqS3I35JjWjf/v8Yv11CJu6GEJN/rt/N3AS2XdsOuqbnwfu60b9aRubvQxdHcjPw5yw856uGHf7dzAw4Pd6Ncf60bfwTD9qPRZTcT6eo4DjZ3ihp7OwHr/nIp5HxmO+U5VVOq6Q9ywZzWO9DUMwryr9nXje3JD3ejH7enGvrBav7yv1NGNeouiktf3ceN98D78fYAb37nohd+9oW7UN9R48n0tNY68X9sO4ycqPsv3ysqBDsmP31sWdiO//Uycpvyn7EO+14+KX/xEHPzDhfV9Ii5560LfXRo33qNK5YZd/+FG30hWN+oQmd2yf5TvLe07OfiaIyfkFe3nRr+7ovIduzJu0d8CRcCnOb8Rhzb+hp91FQR/renciHtqfNHzwtC7yFK4f1MT6kUN6OuKWqAd6rnRf1vFjf27Dm70B7aBXkS204+KnfRzA18Mon4OwDy+K70Tvz8A87T2Ah/HBIE/Z8Lc+K5MMPQ2bgT4VXyUG/0Sk6E/S+dCz/cpKn2ds93Yd5oCPu0dTnsOp12MBg0fB3nEjeG8xrux7zTNzfed8Pzq092oP85y430fNa70082ini7BfVNW6k81/5JxCeyk7Hw3vh80H/b5eJEb7wOuof1thX/bGIn1XNzmxncYtrjx/ZBI6OWYtW7sE22jPHa58b353eTXXtj7aTv85E0P5LfhMOb144gb9f1j9K9H4UerqGP5bJG6TvPTq4/SPrwcz437mke5UWd0Qx4Fr2A+p45xfaf1o9I/cxbydB2nXp4HnaSO5fsSRuhz/F7Y1/Jt0M+026FnGbeTT/voF/ZCLzNvon/+C+ttto78UPKR92nWQ++zHYS/uKvmI3XBaDf3q9z8vz8Y/7UH/jWLul5736zm39TvPW6897oT5z1GPG+3m8frYYczt2G88E36UfHnSu8kz9sBu9q0k3I1kk9eN/fb6Cft1FcX/EThvYhL2fdBvwpEuNFHq/gn+3LqORrOraf4Lv3ue+A3H5vJT5sb+UAH0AyJzLs+Io68Tw49bJAO/GuRGfKo+Au4w/818v/zl1m3VThe4pIXcaJCDtjH27pu1NXK60dl/6UR9PV4I9jLguZu9HWVdmOfIz/9a0Po69JAN75/0gHjXA5iHO5KvzUT/nDz6v97KjhnFfHURspzHeWm/KTsK6wkPzfg/IN/f1/C6+dCH4Jn04+1dqOvuhvsK2tX/ajYY0fOpxX9l4HraurG/yFKTf+v8Ij8X52M0LNrWWDfCzNDH7eUgN63yUV+/0K+Oer3/3sqODwZ5ZcJfKiTm3G9CvBSngzQ7x3XmZ++Yj75g/nRD+abScArd/LBjx8mDtDivl5U9KIG5htSifytz3gVBv/TdQp+N7QlzunJuNTFDXvshPkW7kF82pi4qgj0vmhe+Gm3L36PLuRGP0JOyGmJD3/P7kZe7wM5blNyku9ipnTj/5Zm5bwy/0clH0qOdRTKjOf2z0x7ywEcvO4M+Bx9zSV9y64j+lHx4wdQ/222E/0b/6j8WPrmV7kk7jxTx9p+3UGVZ8r3iWNR97ik8nC8hwz9mKGofCflMukx5JV9VH4pOOE66hy2GPxe/inrHkrvpR6i/InWl7i3gRvf664PvT/chXlTW9h7cCM3/+8r41VlxLHIAPK9Ds77N2VcHwX80UzhMG2fNXCQflT0KQz69WCgW/a7fMciDt9nHvR6Juc3B7+HLKc+TsJx/CQez4AfsSyAHsdugH5//Rv6eMnqlrx+npl5YxTW2/Q0/eAV8DX1EcTj0GjEp7JROD56EOMGnEN8OnqNuD4BuC0p3o369n387qeoVt+rGE/7uoR1X7+sHxW+OTGP11vAn8ghmN+BAMSjGiPdsl+bth/w6oXZwKVvJtHPKX5r+r52EfPI7dCnOh6s58oe2N14M6nij7z3paimv7MjiWdU/NFI57XAP3+Y4KffK5whdey9zGNXgY9TovH86UehtxHHiUcvQV9DbnA9D914P0nNQ9svDFytHxVcUpV25Eu5lgPdGgB7+x0OfF9sBuK7ScVRrR9kzyise7vis/wfvjDwL6vKB2S/aAX40VHdp+2TJJ9EfzyWdjAZ6xy1EHb+fCvsdYMFOOGzA/pe0YX4lteM/Gy1Fcfd9pCP0ZTzYepHNOkJyGfsTuK9pcg7Ty/Wj8r3h9cgrnTcBD5n3wA80n4352/H79fsyOfcu6CHJXfw+o2MA0ovtX3cMCvt3A093OFkXcLKPNQGPFrIjOuLbMD5dnsQfyZSj79YgXcnqfPSR70VfM6l8g/5Pxl3gW8HPwR98RJ1mf0v3fw/l9Drr8/d+L81/1DeD/WjYhePaO8vQP2fIc7/fEG89wLX+SaSvqAfTaSefcP5+I/wo72fA/dlUONrfTVhH6DvCd9IP9BfP0M8f/0Y+t84hQfr/gr9X/AWcSTNK8h//mvgp3unwf8sCdTPZ/Sbj/9bj3zv4CnGKXUM/iRhKv3JDP2o+POV5NtG4OiAdeRPBHDIr36o14ycjHkbe//nZ4W/7Yijgt2Sp/xdAfq8sg3PB5J/nfm87lx3MOJ4tVHQy1rVqJ9tmJ82B/8mB4MmhdOPBlBfs9FffkCd2/c+9kfi3qD+qtXLxE9lgh/JlwrrvlFLPyrra0W+NGS8b471b+nG+VYk/966gAsecV/sH+wjvr/nwv+ZiyHOGs99jyvYVxlzBHmjzwHct9yBuv+H3dzPWI26fpVrwG9/XER9v+klHM/2uPDdn03A/bZdqMev78r9rangZ+REF+Y5iXX+KdiXahoE3H9vpgt6NE8/KvGol0vi+eThLtjJAMi3QCP0FeTOzH30N+h7CbmHvk2tT0j4/h39YAUyou4/4gL6mUocRb9R5HVcV/gy77+J/lnjG/RzlX2Afv6Kcej7OP0GffmrL+M4TRT6St5fRX9F8U3oL8+4Ev1Xh/fjOfHR6HOLs6LvN/wE+0+S8L7NoBTcJ//s1I2KvjxB31Tnf9AffO0JaMdP6JMdmBF92xPLueT4TDnoz6m80McTftDDTkVdUm98kYA+vElvsL6I91j37+9O+mf0nxz6hX7FbL7E+WUhz211oWfxTbH+mfWZ3+RxoQ+nBurd/QvxuYW5n1+I+psdet0oA+aX8g36gBYXpn0U1Y+K32xCvWxKu+mIPgat30Hq4jORB92eifqN/wzuo03mfZNAi6zAuBX/BB8aLMf5sHW8bhntYSn4FbIK+/D3QuAvLG3+swsZL4jPa4V5BrfB/tPXJsivhgW4gPtqwZ90bIh60hs/+KFR1TFOwwTYT+w5vt90RD8q897P/uvNOH90F+zSdyn6ucranPz/xOzDvs0+t5ugveN4/2X0iRVLBT97/TfXkYb+7DOet+0t7NNXjSPfCcmIvoOMRbH/8qsn/cR80JCp0O/p/fFezoZ26D/8Iyf1Py36v6Z8QD/vzHf4XsmWaXyPswK+73LiKt7fP3BJP6rN61EWfFfpYTF8p+jJa5vkx8W74jtfqVbjOxYnTuM7CdHf8V2v2Kx4v7icH/qYp3fA+5/JGuI7SufH4/qpAXjff0Yh0j/t4F8hfM8i40h8D3BRE8irTj/2x5Zh3+MHvm//lf3igeiLfr+M73FOQH96vZV4b3xyJPj4cxfec8652wH5vML3nq6814+KX8lOf56ffYU1sY7JZdAvne43rn9bmHEnA/zRhXzQi4MV6R8zwz++roL40dGH+v8c76UXfEi9Ocz3ZF+gr/z0TfTJf14PeRzZzO84HcfxjBi8lxzi4H078Xv4VvTbv9n3v0WHL8f7AO3H8/srA3F8JQTf9eqcGt//ql8U78cWqAk9OFAdfIoLhPx9W3C9W/DdoBU7+B2xNMAD9z/x+zbpyOf86DOtmwX9sLu/kd9pILdNHzF+RALOF36D9xtuN+b7ooMg/2RTON4C0jn0V70g74AR9EsrEWdXrtOPCt6cQb0bw776mcAZdZfg/Z5GY5z8PiX5sh726LeV1+9FvP61hnhnM96fm+NCf+7vfXh/YPUm4KCqJr4XtBPz8FnAvmx1veY/hr4gvvmCvtsDH/Few4Ff6FM99gn940MSMP+fN+jPMwH3HfhOP/0JfcPDKzDOViZ+rqkfFT7mIS7OSpySFXGhXmr0bTQpinjZMQdwy9RMjNfp0Ecy9SPmH/aYfPsI/enymH4kO69PjT6U+mn4nDSor6ZV8UnDWYN/Ur7Esz39gTP8SrO/rxL6a242Br4/XgTj+BZgH2pJXlec8/JHn98sdV7mk4/4M79+VPLlXsCVacNRV56/l/jtOPraJu0EDskSgzwg50Xg++mH+F5ANMe7gPNbUmIf2JUEvYhPxnrVL+aDKZh/psW+78c02MfwpGDd9CNx3Gfiq0cc5xn6O0dmQ35ctxDz3wI4jstLWoz1MpX3yvfW/z1ujD6JbA31o4JH/FBH/J2S+xG/qE9pUX96UwP7w3taoN6UowPrp7XRv3CyNuo3jQ3IYz/VZH2nGutUlVifKgbqkx/P76DWr/EnWxnWSa5SXpTbmtvMW2OJl6NhN9Pusz/qGs/f4H7RbfB/cyxx70zsI7SNpB3+jeuz7tKPir+5B32IeAJ7/P2R/uYD5/eOdvcB/cbrn2Ofdsk99HG+Tol9+HK/0feWJhPrAn6ssxeDHGIKsO6ai3wtAXlVyIy6de5kqKc26gE5perFffWBqDPNr8L6dhL6G5/kon6mYv0mPevLmamnWbi/lIL6mRXz2eqjHxW89Jt4+wPlmAh+hnzDflH3HKhn3q4IPvUszrpJftRtN+dgvayUW+LvX23ZR8a6Uu8g7u+0I+1Bfvem3XdHvfNWe4zXqw3Pt2M9sBf50Zn7SeGwg2pVWLepwnqVgXxtibrYtJaoUw1gH9nXYajzmUfoR7W8/Ntg1L8m92U9aTT3hSagD6D9eOjfq9Go734fj/W7l2CeNYeTTmW9bS76HaquY111Nf3KAvJlMZ+zHPs6Mzahjl95PuU1jf52DOuxQ6hvYaz3r0Bd8HwE+TmJ8myCet6EjqznDYA/6TAH9V5LV9S1Z4XoR+X/h4SQf71YR57IOu002M/hNdhP2riCejCE+jMZddsiQ7lvMhH7SsOnYh9tUTD2yfu2p38M+e96wYcDWUdWctL2T3/0JB96UD6BPK7Jen1d1kl9uU9VDH1BUS3ZH9SW/A8i7Q25xnTEPkHjNqgvn+moH5Xv6wdg37FpfdppNx635DqDEX8+zGd/wx7uZ+6nPkVRDz08Poo6cc7z1MuL1Ldz2BfffpH8vMU69QX2LV2iHl4i/2N4fyzPP4F+2t7C7uv/5vOSeYA3U3twXWYP/FZuD/b3S3gg7/y4Liy3flTsr4wHfqoq51WZ56t7sF9b1gN8X9MDu6rJ+6t54K8qeSTff1Ie+xUnKnhQX1f3S7yq5QE+b+DBd2/qe7CvXAPXnW7mkTqocnlYdyfwo2dnD/pDunqwr6moVnf+sMCDOvU8zOf1VA/4Pw7zjgjDfIoHY7xeoZhvkR76U4kn4R7o2zCuYzDmFzreg+8z9fYAT3am3NtRD4Jw3dZQUD81f8HPat3y/7Hbc9wO4NvuVh7WA3m9GlfzDxW43lljPciTRnqApwZ4gA8GevDdTDUfra8qWPFR+ivmU65LKdeJnM8A8lFRyc9Gge/+IznvYfpR0cdu5F8X6kcP6Gt8b6zjyhjwY/4UrDPbOK5zNujWZaAJqzzYT1TXSf9jKPnflc/rCv727kJ+9vHg//Kq58j76+PwvPbh5OtQD/DVBJ4fDf1PucaDfpYIznMnx99Fuo3nt3jQFx1Bfq8jn3WkIs9IrHtTBNe5+7/5SV/jQQ/eO9tO/d1Nu98Bfdy2mXa2k/uTf3nwfbUdsHej04O4YQOt7YQfGRJN+z/pwXeL7sCOYx544L9jPcCft0jVefG/TzGP2FjO8yn14Q34GJLAdTz04HtiL6mfn0GNn/Sjksdn8kIfsnqhDxm9qHcn94Lf3zxSp/nx0YM8IAl6k/2XB3lPSi/0J5UXfHnhwfeDHnOdXO/W11zva8ojEX5zkTqW9z3jPKi7p/eiLpLbi30lPy/8sI8XeZh6vtYPtukY9M5XyUX68w6C349W43zIUsw7dhT534N8DdGPCo7vQ/0aR7uYQrufCn5nNyF+jPCSD0cpj2Mc5zD95Fmsp89G6O2xDfTTq3jfPvL1gAf16z2w60/qPunLP0v+XCc/7tJf/Ktvr+lf1PPlezCnaP9XGQdvwL7PXOFxLOaRQslN8uJP0PNGSk/0opoeLVZ2IPgpmRf7ip9pb+pY4soPj+D4qGfge8Fn5FMi48s78usp5PCroFfw/9By0G+/Sl7wRR2LfVbzQm61vehzrerF95UaeuU5tRt4EfcDSOt5xS97GnvxncpaXsRHdb3E98YYN7idF/EgEM+LbePFeyyVvZiXorKPWEE/KvNQ85Z92ACs09cfNEStX77DVsaLfeOKmFehKpxvScy/SCnwLaG8V+Jp71xefEcxI39PCxr2hfxXchJ9Vv5B9pXvw159khivvlIfkxi/v9OOX0C/tidQnxN4/WvilATG1yeUu/Kn0sfXGPKoqfgvdSwdqeSdpBXqepFn1IJ+7a8C+S6rD/9lLOEFjiyH64cXxvHefPB3+5Wfk32QUtD/og3I/2aUW3PSRjh/v6kX+LYd9Myf1KjmIXi4LfnenXIOhB4nBEJu9ftT3/thvF59vKwHQL6h6jqtL3CB0kvpB6vH59fXj4qetaY91sE64g2YV++6nG/T/9Yv8as2+J6vFuLYGh/GMxVHBDfe86DelIV8ykP9z871FuZ4JXC+SVHY8bAK5Kc/9boyn1+D86kBfxTTnNf15fnBvG4Y7xuJ44JDaWdKX6QfsKNX+tP3ttOPynpDOb8emEdET+pFMPk9gPMNgz6W7g+9GjLEi/c3hkB//dW6pG+8J+ZfaiTi/pVJjP+zQLPO8yKuLOBzl8KP9phDeS6ivBeDPw+Xerlf70UccwJHdPPSXx4kX6Mgp80O2oUXOOWaotJ37uY6XPpRme+/zzngRZ52jHp00ovvrN0EXw/exjpq3fLCf90HX/9OoH995MX7qBcw/9mXaacxtN+L1JvrxGHnIIfwM1701Sgq9Q81rtRlnnhRr3oD//f1G+38BXHTU/LxI9eRSDt4guc/eot5fXmHeDEvVRT6vnWkoo+/yc8UUYi77/+bp7yPmDVK3q9aUzwK9TFFRa9L4PqQYlHQC3Ue7x9ECb56q8aT+rN6juw7pybNHIV6QKYoqZd2VeuXfaGX4MdO9Xz5zv9XxMNur0HvXAEeHaHkK/+P5gL0O5OSk/x/MHUs3/1Wcpf9LyVHvAfilfxrlxpX6wtY9EU/KvWdH4wjar2y36HWK/PJHoX3SZNHoe6k+KLF438Un2RfOSXpt//WL/r9m+suyPGygH/RyaLwXsdL6F+0ep7kV0ou2v1B1aPA12rg8+26UfhORr0o6ae70wzj1a2K+aSvC7mNaMBxW0VBP9tHYZ+vaRTwYDDGDQrgumrpR6U/oyXX2xbnD7WIQt0zkPMKihL5luhEfqrrRW/acL2tcXynC/Qxb2XweUwdyqNmFPL0xry/MfjTrRn51ht8LdInCvv9g3m+F68Pox6HUq8Vv2Rfqx3sZEm3KPQ/do6CngThfKauvP8t/NT6DcArw3foR+X/Ojz2on/lHy/e31d6JHr7iPbz4z8q/PoOPxmdRDs77sU+1Ckv6uyfveDHR9hBBqW3ws/ftOts1BffKOyT+kSJXu/0gZ4NU1T6aDJRzkXJp7LwJ9szUK/VvOV7izfIr/O0/5XAAWNuAt/+kwg80j0d9TqrflTWnQF61L0gaXHaTSHqXTPqQ1vqm9JbiVOB1IMW1MuOOJ+uG+9rC75caM1xg3i+K/W+NfWrBuz9Zlno2egiPF+V86sGPevvF4V6cmOe7xCFfp9/nxcShf6nUPptpefyf1ZX8LoFpPP0o7JeB44DDtLej0A/30VH4b2dM1HQg7tcRxz92V3a/U3y6wHtOo78eEX9ewP57PzG42QH8D3RXzz+zOe9AZ8XvKC8Ux6AX3rD+T7n809HoR9xJ/U4hvO+QT2+R38fR/4eoF+Lon579aPCj0uMx6epJ9GY7/urnE804/Zp2t8h6uNu0gWMJ9OpvyvJlzHkV3iU4f8A/hPXEIDNAAA=\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Volume\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"datetime\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"inc\",{\"type\":\"ndarray\",\"array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shape\":[6576],\"dtype\":\"object\",\"order\":\"little\"}],[\"equity\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"EMA(C,25)_0_0\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"EMA(C,100)_1_0\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"RSI(C,14)_2_0\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"ATR(H,L,C,20)_3_0\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"BBANDS(C,20,2.0,2.0)_4_0\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"BBANDS(C,20,2.0,2.0)_4_1\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAC/8x8+VeNXfg3TWhAkYpoQEghUVTqkjKEFA3KEFIoDYqkMjZJUWkylqJCzjn3fc4pY6kMaaBRUVLJ2EBJhqLej+/7F7xrPdb3/emzrn32vfe1r/Fz5VlPz58a/2u7OdTzH+PcKZ/ZY84cyplxNqLJnkNfOtvzn+3kULLiB6/oExyKm6z47clJDq3xXpvFjeHQOBf/l3q5HHLd2fU26iGHMixGzXHN4RD3gVNcfh6HfjiGrHF6ziE9P82e6j4OsS+vZOe84dDnr1tbn7dxaMWJXbc3NnFoip3u+jn1HLIcGPrp7zn3nvtWzYvlUOWJjZsGrDjEWSSn7G3LIWs32wVL13NItfBdcoYjh8Yafusa08WhlINn5V0TuXTKdwY3tpFL5lK57RafuFTNz86bJMKjouHH6s+M5tExv70rGFEeuTgvYC/I8Eht7NE6Nx0eGTetOZn0D3CCzuNzb2fy6GbHH90ZE3hk9SggxlKRR9uuTZBXGsujUyfpXtB4HmXUHZi1cT6PqGNV6tThPApUOVKzD3qutrjE1RzDo+oCB/3vKjxybEs3arTl0RHdgxGPDHnUqSOaUDWDR29U46LG4nzZTPHZ22bxSIqTH/PaiEe2AU0/x+H8RwOyvs//cIn9pTCr9DeXfgwTLV/yi0sZqpHLvg1yidtWdSMG9opWGhZin8ylR+W3vJfkcalJmDxP/ymXJjsFuibVw75sqOqXKi7djbbc1NnBpSmLrTbYjOCRqaGS8pSXXFq20efV/B4uncwvSQ399t/jXSktj8W9XBJbl+z68h2X1kr638h8yyXlaXa6Y+q45PdpiYJFA5cMVb7tvgt5acQle5/XXFLXKrPd94FL1uXBd+sgb/06TFTYzKXP06yVL/RxyeIDu27uJB69m//V9aMpj2Qe7nhxzoxHPdG+x6WAxwraso9Z8sjugczP3HU86hr3UNtlK4+06yunPgzk0cWFAb85x+EPk4JHm8J4dFbySLfZKR7F5aWM943k0e6BtO66kzwqTxk/WxHomNXkJMT+7wG+6VEneGQy1apudzCPzmfmFCwI4FH2Eq19s/0RB66urhr7/x0OFZ8ne3cP7lslH7V+GY/Mj97xXLaYR60/+PVaxjzqXd7R6Yg4Mhg2tax1Io/mfPZqXQh7SYjF1AcgPlM6En8kID6v5bzeOFKOR6uW10zqQ77tPmBYWIs81Pe2cN3cyqWUez+z29u5ZNtWqC5AfAzpUalq/cmlV5y7B1Q7uaT5UvtLzVAePe809U2t5lHF642ftFvgD6d5xqbveXTnQpGlFdaPOOxaW4N11kTRX66CRzEX063v1yG/RdJWyxTyKPOZdK9yKY9c2YMNdVU8ivpZcu1QCo+Y1bcL064h7+1uBox+zKM/l70XWTz879F5x7s9rQ/gV9vlv448gj+LSkyfQa+8uMO0g+XRvV9+U1PP80hrcsiyeOTx/ovOdBN5PKXtTqMc4iuSp3g8agmPPFHnxBF3u2XvbI5APjsw30/cK0PezpRQH/OQS+njAuoW13BpDvfjJ71qLq3+6tp3vYBLlnKBga0sULHu3UPIKireFl45XNoY/13iyDUuTXhaIzvpJr6LVrrqgnOiPFaotSIPplolvHr/hUtj6i5728E/EzRkv02Hn39tL4+0kORRxKxHtmJSPNKUMAkx7edS0PQnbxJRP760WFX1FHHJc/T6hcLc/x6n+H9e1HoH7ztpu8mEx6UjHYJG01tcqmh0uCv5mEu6tp8VnfB+/lVVrTfvubQ7X8xzEHFavMfF+ekUHnl7x9+rRX0U3ohTbUMcB4lPy1bhwa7hB+Vb3Xl0Y0ynZpQrj14f16lN3sejXL09PnKHedS8c6Lt7B2Iw8sr5Qq8eaQ/f2F0y1Hk/ZbxYRvgn/f7RZummSBvT1wOnY66bTX0RmA66uGfd+p5hk+4lBil6Oyxg0suk6OibnlwycPkmdrOvVzqyRorv9iTS7c3OMocmcylPViPmMIl8dZvww//4tDglrundozk0q6WgLGfh//3uC+Ea+8tA3sadBcqqSP/pJ7us1Xl0rWTKYKrc4HP3Dv2K3Hp3ikNMQH68reTn0boPOFQeaLlwLpqDu3Nd3ZRT+BQnhsl9eRzaLfVb8V9ZRxq45n/XIK+fmepopJdM4dm6Z0X7h3gUITU4pELfmP/GRvH+SJcGtse2Ld8HJeeF4/v/bqaSxduDngbWHMp0mhKdPMGLg2NMk2vcuJSx+VZWiqWXArt2zPSHfqeGCUU4SRxSHNWdumVSvCM5KfXh0E/tvS1ybIPHLqRaV+yG7gyw0zOoIVDQdvYLbu7OWRmpffOTYxLKxp+HXKT+N/Hs/wP5i/gX97NlhM/DWCPkXlzTBZwaZS3qdp1Iy5dyTrOaZaFPb6nqP/s5VDM1f2vJ4Pf/EYfyuyEP66XPxfr4dBI/rqzX79zaOjmky9zfoJfdf+O7s3mkHfsLkch/GO6cTW7BPypiTN+T89pDsX2CVQkr3Borfzw6VUlHLorKTbWRJ5L8tqzAvtGIU6TggULYafEDfPfvIW/Xk0NjZKB/WRqF0qYwM4Z3e6yPqXgZwH+9+b0c6jUUy6YJLn/61h7J26bD+Ij5VPo9Js/OORiWznXTgp9/tS4gC0myLdX2SHHxiLfqierRiBep03YuDoZfNRQ7XzlnbccEi9pnu7UzqG0/OMxkojXXm1OmDve92XUsUAZ5Ee/vY5XN+yj6ey2oB/3bcmYpjUV980YZX7UF+sOttFqO79xaCD1fV4E8uCex9Ml4o85VHaqSLr2JYfkvq8ON27gkKzQaJQheO2mTu7jCNyrNGl5t+9yLulNG6v+yp1LzM7Yznuu/z0+lYnNZ9241LDz7NylgVxqG2ufMOMYl7oUNNadAk4zGit+/Bzsdevm8o+os7/nPmTbdnFJ6Fh9z8GBS3PvKF8oteeSdEbfXZfNXIqNmr9iwA7vV/X1nx4A/nX2o4TsGfDD+93ZB9K45DxLeXh0Cnik3GLe8UzwskMhe/VuQ59CgUIj6nRSb387F32l+8z4U+7go676GdPEwSNy9auTjAagZ0hD0e9h4BOKakYB4GNzB26ezkI9X1UXdsJbnkdij4r/LB3Jo1e97y2+gkePETYqBLVxqV7yuN4O/H75QtpkgR6PRC23jV6v/99jouhFvVSgk3i+/1Nz6He5ZqUu+OL9eomG8+g3LlP3iRTogq83nJw5dw543uNzV3Zr86jg0GsbdaDq5dMGIer4/e2tdeUa4Il720p2oH+06je8WgVUz7mWaYd5IeMJc2IZzmOuF8U04T33B6uif8zDe4dfqXsMXnB4fvA7N/Bf9St1B/ahv9t5RazQhb1PSk+ze3AZ9aTi0JVVMeC1xttvWvrBX42bqwbhr8HskCAN+H3vK7Gvd4GWCeMmhIUjT7av3FVxmEvuwz9r10Vw6Zjnrvnn8rn0/WAerYRfMv7GE/jZf41pNyIbooAHnYKzAobwSHf+j4OLEQ8NBX4Tg7Fus9Ti0g0lHsn3bQ3Z7YP+a7dymv1mHo013ujT4cyjRl2NujT07+1cGflZjjza1eY8s2I57Dt0YNw77MuPPGs/aTt46umc14Hgs/yOA7Lh4LcRhkfWH4SfdmtvaO+T5lGbw4vq69N4VNM0RDVyA4/eXjh5rAbnHv2qNYvnBf7WtfKPJu4Pm2L7uQA8veHBkAstITyyDn7XuwW80ni98rNTaTz6Xd54vucSj5KL3FcuBx57orXzfhZwqDDftZJHW9E/ZWp45Hdvb5xi6X+PeaIfog4X82jY7YSVO3Nx75gng8MYzIH1L91+hEPfQeeR+6N5VHX1iqV3BI/MJq4e/gjv0/z6ps4PPGdUpHqs5Basx77TX78Gc6O844M4N8Stb8LQOvBo5xkRg43gt4sGXuUO3AffLkzUmQzem266VPs17rvIEcy7BJmtue5dfhP5mrpDYKXCUB5PdIeDGkNM1pddOyYzdHNf4mNJTYbmN04JM5zH0IabAc94VgwFTkkaXGrMUEe0XdonQ4aWZDyZVwScYlEf4KXDUADSpQL7485dKFqyiKGTyZ66llMZuuK9SFL/H6CzvNd2Z+gb0bWz9ZwyQ3dDgipMFRjamXT1tYkkQ9xvQ4JLgMusL5VXjGbIX6dH8tlIhrzqU5JVlBjKufhlmo48Q2oeyjrn5PCuRXc/bZFiqE98vEMTzll14gmTj/clrI8s1zJhSHvpNYVfpgwN2XI+oHUBQ+Tmk5w+l6FPp2SdtSYxFDJGMrYY54mbyvovhXxpzCmBLvTbn6r4+NN8hqoSqy516zJUp8i5LD+GIZV9W2NFP/Bond47ydrXPJrNCXt46wWP1tReDX9TzqOWxR2r5sCfjjPHHFKvB699zPe98hl17Nak0Pau/x5HL5t+WQnnTwzXvX+sFvHkNEWoAn22y0QEan8Fn074Nc9QgqETPYmKKYiXsWrnrWk6Q4nv9J0mwh9Kw1oNNgM7PnYHbtZi6Nr7PN6nmQxNXPWgS2YCQ0HFcoyZBkOnWI1rRn/tH1XAqIxlSMFre/IW2Pvu21vV6eMYyjXrtWNVGVqb7jrq/RyGni+ZZyCykKHUr8/7Y2H33g+fn5bAjvXLMrkTsH/1m/vrHsDeGUNqc31+8UjJ/tveoEbMd3JX2z1hR6cFXhFCxH9Yk32VoABz9YryYSOyeTRjhZ7Zq5eYD/QjFm+p/+8xteG6rAvmX/HH3XbymHdZY3kLXgOPon3TI6uhl9WGqPhBoLVBzatJmHvX2o3zmQMcHRWSsxj6PgqyqT1/m0dfYxTuH7mMPvTCNEY3Bv015jnHcR3qYIBO/Az0N/f+at1W1FWvus7Hr1fwqG5oiorUIh6NO1wsEEM/MpAxmTp+KY8KjbRqkjCvRvTnrF68mkcD7Y0q/dY82jzyWnQqMF6xSbMedfqA9ZstzuhvetqyCV9tULedLsVuxX3WH9h1xthnVF0ZUoXzV4LHeqEvvHE827W4E3PMczX9MPSFLr+8lPp/gDnFvcXeIqiPqpHLjoziUV/VdP1VmHsHButrmqbyaFa+0qgOzJF54RrOS/BO/VXqH1epwP9rLx/snA4+8HjfgRGQV5qLb702lkcb40bfj8J37aFXZqSiv+iO6Qu7+ZtL+ZtC4990c4nbrDqveDjm/lfHxz4fh3qpPz7fB/3W7ssC84vo78P2mxZmNqEP765y9HzGJfN14pfDwKeWgt/+4oOnZZ5tsMvj0srFp3fPfo15eMnCymLwoHtWx4/swdzuniKZHoX+xnVLOVUJ3jFzgskOecytn15Of7HND31q4oIdEud5VN/zp2bBxf8eOXdtDs8+h7hpuTf1O+5hpFass8jgUdzm9KvWF9BndNofvUF/tG1f4ZuAflK25cXel+ij+RnjK9RvIJ9s9q8VYF7fo9JUuhJ9bA+nYvwYnCPA+TaYw0f8WN+3AfZV4EZ8rZrMoxU580f1ATXT33TIgG/ZjBtzfiX8oq4amDsdfLIh8cdKLU0e9cdFlzxB/KUeuf7WATxs/5aK2esnoH/99P2xGbwgz3P8k09jwAvOWx03Ab89UNHrtgz8yavYpmCPM5ceOvmtmRjEpQ/TN0Z3nOCS3/q2pfcxv958I/slfyaX2q91V8lM/+/x96N9B85iLg5pLjCKAW//8tg/M5rFHN2zsWyMDZcGBi7WL1Xm0kSJBxnPsK950qyFfrO5dKPWYfx2zJfc38Xi6pg7D25z5N4y5pLW5/kKrlHg5zteyI85yCXJmVILRRK5tNpe7Z1pKpcupYqmL0zHPVeUb7tiLu82O2p8YSKXDi+qkIyegzleVmfqBMwZZbYnJG+AP/7Zsf3gwkNcClsrN3hmG5emFkqWeLtw6e3EsjEdtZjjsydS5BfMw6/l4rLA251/q9661Yt5v36cy85vXLIteFouvAk+3x8lFYb3fft+s7vuPJfuqjf8yvsH6K57/9yGG7BXX2e7Zi6XFvl1aZiEcMntfIvEZrzHRsRQ1hL8OjFl/OzNT7mU0Bu+rgf56Nni4vv8I5dOLzsWvOcD+Pad4BcfxcCTOmObE1R5dGPSiJFfkG86Cuvro5chD7KyJwZgXpDefGeFBOpkcmKV6ndD1EGrGRHHsF6x/vxLc+LR01e5xbWl0OPS3IHTL7n0wzs6XfYzl+JA7/rauXT/cFlLEfJ64q+rN7y/Qz/+DPvVL8Dr2d/v84F9Fip3zrRySUK8cbMn4iIlq0p0KPxYkbnD5nQzl1ScFp8bg3r23WG7YdM/wDmbm/ZeHc+jWovzSfeRV+vmOVdyMc+MlBC/dRV5aHEqraVYC33mvZfpSNjplFovOx95V3lN960MsDNsX4Uu1odlNTmtx5wnlRxs0wu7DitLUjiH9x6WPV53F+vXZBrGBarx6JdLruIt5Oudac+N2yzA5y0iZbItkceGnCdhTqjrL4Umc/fxyG7ZhGWZ4LkiwjCXP4fAe55v1vl4Bno+uPZp6BXwD3HJ8nHxqE/n3k+MyORR1G73SUfvoE6pHFfyEKCfbtK4qIc65Lp1ru018GtDpzdpj7pR/9936THS4Gs3lB3FZP579M3Yc8x1BEMXZj0d7zEEvFHBe0YxUH9UdN2UYQw5Oi9gf4FPXnc0OCAK/un3k/PAbDxDBUOPLWwB34l6O4/dDx605G2b43bwxJI5ebYF+P3ZBvPdM4cydDFNYp0P+Fa6RkmpH87TOF06mCjKUFNhxl158Jy6+Q6XFcHLkpNx8lv4916XtzR4XG7n8MxrbzAfvRTlvGoFXxCZle2AdcNTk+7LvoOfrwVIG4mDh2ZOXRKC8ycnrL/xE+eqDxx8bCLGkO2toSo8oMzW7a9SwZebNHSGl8n+e4z5kvnYCHYasf20rGA4+CTnnaEP9GROrZy9Du/XyTqyUwf66+XGZx4f5NFziaBD9aMY0tTwnxOL768tLkq9g+/Zij+8EvB52+QVx7nw0/XwlSN7wctl+3YVW2P/Qtfgskq863Gk6VQhfg/jJFruxn674M47AYoMFUWaph/GOYPXbkokwb6d37xCxHp5dHvti7lK8MuKx1teXAOurlLUbod//6RGSxdPY0j1+i+FRPDV+xfK4yqBQX0vLEpmM5RlUHSkCXxYrnn09cvAEaczbG5iXjk8LH61IuTTD1WZtf8Atc2X+byexdAet3vfJDGfGShtzjEGruiZvTFTm6HCuQ915GcwdHZPS/7JKQzylIlbrM/Q+QD3Zm09+L9g0E4TskT37+iDSxhy6S45fhvzX6XjEO0krK9QezftBvj4MctNvw5h/0aZUunJmIfOdeuYW4Pnaw8Zbq6C8wte2cmIGjD0+93HPX/wuxm/8Jw37HNltlz9fehRHKNgUgt7nH2oOucpeH8o1749G99n80Q/6KrjvLoX6RrIj/kZ07TqMa8+Ly1OXg++nz5EcU0DUGTh9K2PMY9MuRTBzMI7LDHPzPwHuD9UsXAx9BmXuSz/AeYZo2m5XjGIK9OLTRdrIHNOPnytBD3DI+XnV+MdxU/LA64iLvqaP98QYP3uxxMmknjn9r2uV79j7tm/NbbsM+I2wjUy9hXmrtNDX7YbIE8fhmXal35HPfzQrmLWA/75+bDH+PfgXYcKPONf8Sgw9bZlbRGPwu3Th3ndRT40GMasz8e8c70o5koJjz7/VDa/g7ljq//LC7ntPFpwT8Z+M+pNmcGI008xn3nkfwiPxzuSRmxp/Ao983y/tOzB77uPipkHYp5LWfx2WDQhXplKp7aV0NPt3l7dVf89Os1+Ihq1gqGTHwo23V/G0NIt0944Yv1mk6mOYDnqkWHdCT0LxKO6/FILK9Srb8Of6JgxJB0fbdG9mKHZEz+PrlqK/No42Sse8px973TNYG/eo0+xrsjf2FU58e6YD49tSutzgH8ULQKDXREvsYuXHN4CFP3w7LbORIaqpV98tAWeQ50VtvFIg8udOBb++J7gT3qoM/X73SaM74B/HjjFacO+seY/xc5gjvTo5qgvAy9+U13Df13Nowep0yvOwO6CFyGpD1rQr6ZqyHtIIl54z1g5xKdg95f8CMT1VYzbsf8AlyCvF+L9E5pkgt4h3oaEfR5sQdwOVW8evUcTfvZyCr8E/0a7lOxtxr6I9U+3HIX8O2/fi1Z872TeZRIDfPtzc20o7PVgpGptBPpR53K+2lvI8h/WbkxBvyo/aNraCVkv+MkoM6Cr3KPKq4jjg0WcV8tw3wr6HjAW391alxcQjPnfLj3yTivy3bPJoEMP+Z9VPdNFHnj/rsnrSnzfsiJ7zXXYP3/YYa190DttvbWoKvTKmfb1Si/qxxpBm68L6tY6jaYOY8Tvp9TV/UPQ19knfc0GqNeZK/Uj1P4Bztts3MFF/FzrSDYygnzfRUdnAHljPm2xnCnelXvR10IO9aja+cQqQ+hduDNv037YNTZaepUR9r2fkfpMiN+vD6Wrz2GX97VbndKQ/3+Ey0Re4N1zLxsOl0ff2W05YWcI6kixzRXTjDEMNewzid+J+8pHSSRPwf5gp6dDU1BvrySsrCg1xDnHF054iHoa8F2iaRNkiwmlzzjIi/sRtzS2mDPkdVDeNxF5dOjWzobJbgy5tUq/6N7NUPcZ8c5b7gyJbfx8ux1yeb9FQJEnQ5eaw7uyNyEvp0Xu1NmIOub/SaNyw3+P4ovyhxQ5QJ8h8VotkNOnTP7Axb3cCpOCxZsZGmm2VbN9G/ycuZfxc2Fo7Z3IiV+cGfrs393eAL13XrKfsXY7Q3uz3JfVQ8+0JwpFC21RB87sCmwzZeire0Lz378/5titnKYAe9lVORoH6mI9NzpmPeLJfuzunNew63Hk/3HUB3u1JwVXEHeJz3UK/v7d89e99pd8+MltXuGTpfBveFjLZDP0p97t33Lmz0c/ChVNPYLzXbzmKlihr0ds6895iLh8P+3Wix78vu3ZjA3Ra1Bvvs7zbYfd5ad2Ny33YSju8Ur9a/8AN2ztWuLnj3fuHaaz+QDq5vje0cnAvfqxYUlY99pyCtQQPPSbffZ9yBuHjc6Swu8rpc2M3mFdrf67Vd9+hqZ1rlkTcAx1IYuzfkUQQ23b+VOfIj4kEmpGzEF8eGvODzTEewSbvxzavBXxOKx2czv88kH1lv5cG9w/ylbqMrBSMSZXHv5YOaHUMsgO/l4f+Ogd/N3yVaTDHH4u2WYukwW/bz019OUT3BP48rDk2cPw42zBmzBgi034q8eh4HOe7+QuRzP0ZNa8uvQUhgy9dreuu/P3fku/zNuI690f+iP+AbJ2IxIX4Z67/suTDW6irpk6j7EGWl7eorsc62fjCirn5qFvdJZqrcpFvj/m+15goPeNQ4PfgZmREwO28dFXX+ls28BjyGHekZu+kK0skx6lZiMOp/V90sZ349fn2gUDtZx9/ly/x1Bzl79HKu7/k5IxbgzO11p/qesZlyH3hDSRF1ngYS51FSzwtoiG9+l08I0XcyWab0CvJcHT/t7/wPDLS418hnS3vKuIe8CQP0cwz6cAv7slFUthfW2porQNZObWrGiHSvTbqoIAlWfgr75quyaVM/Q9S9nR7B9gp63HlewK5OM21W0Tq5FXgsggkxrw744sxesv0I9MObuqnzM0Q19c5VYzQ7sQz0rfGOqRcFL83Iv8GTR2vv4Hc9Dk279P9KOvjZzqMUaCpTylUcVtI1nyjWl7FjaapTlJi9NKII9Zpb7zJeQhVe1GfAWWJgaJ3M1QYmld1f4rKnIsKTVpbksYx9JrJ4UXhrIsOd1Of26M/fvibkt/xLmTXhnnDcf+56HvDT4R1lUfxRWZsVTaOVXmCuSBCaYJB8xZmmViMXh4JUvFl2fdiLBi6e2tdQaPLFh67z9zgaMxS3La/Itr/gFef7ryxVVgyrZ+PUafJeX5Z8I+67EkZuj97BzkYSrlizXn4l0K41ZIAY/JyExK1cE70tvYMXNY+i5oTKrWZv/n7/MvprNk8mvYlB2TWdoiMs518jSWeoZniieqs7TRylizSIOloKS2L074/VPQn8nsFJY2VHROFZNnaUnixXZF2DHzXkP5Wti9tDL1/T0plk6nkcoCcZambBjuky/Ckveel4GBw1la5SacbTAGfhhcOv2XMksqE90+d49lSSimVSaN785UNsx9jH2Vevoa8YPgYUaRpe5ieFekeuzZPsTv37+n/wOUiwjUsh5APWPfKvhBb/mljw/OHMrSXEW9xjzEH2XKfJv0G3015rl2RQ/qlMGSzYGfkYfBL5S8u1H3Tq9J24R9poWSJSpfMb9qbRHR+s5QqXWcbwPel3Yn7k0I7JWj6tlSgngTulqbP0McrtHe0D4G9nA5GTBcDqjbrWa4GftWRa3lbVKFHr56JxYA+3Tez+KNZ2nehqj482oshbgPFWphfdWImt5A+Ce93+l8pxZLwdn2UYOzWCrYot+ROZulh63ZU+MWws+WJz6Nt2ap5Kq5/cltLC1a9XHC8Y0sHQL/HvMP8ITcMOdtm1nafWGL3MytyEOxKvffwH2TDOX7nZFXql+DN21BnClfMbjpwpJbbGdQ0/8DNsg0JH7c/jeuAkL6gVpW/n53cN7NxC8SJnYsDT5THhR3ZEnTNfeMvxNLrSMLXqdsYsnzZ8m1jetZ2srbf3iRJWS3AOdw5O82n4NzFyI/1glXKR34m0+tF+2iDFmqRj09B/sFTT247BXyK9J5YHsvMLrFpefXApb2OAeY9uD7wIyKA8t1UXf+5uc/QBldj8NOyOOgEvsvFzVZetoUUpiBOAg12e9VgXyt3Ktw9xD0T/T72V4G7D3WOEfOgCWemkBVCe9wDu40KF/EkpGjppeREfLJ7UbbPlOW8mWlAy4sZ+kX62+WZMuSXt6CzcNhvx1z1tg8d2DpwYKCKSNhv7cTPx0YGsDS7RJTS1Fgrn7DK/sg1End09c3HYZezps2vjnGUoZpSXlVGEsOl+9f/x3F0v13yedHJyF+Dz4W1zuPcwKyc8rPsLRfuScz8xxL0pUfR9pcZOmuz3V18QzUn8hYua3JLFmUxBpG4ru6NSeTTv0D3Bq0SvZOAvJn8rOL+fF4z7kr0lMTWRo94ah/L9Z//DKbFA99h811s/5ylaV7HvOO8NNRN02mi5wArs6tvfUV+s582ZPWht/PTRwYP5fL0ogrSlIVj1gaV7B4Z+cTlvS3ea1hilnqrsg4+KiUpfFK9WOCnqJvnGM/Lqtladn+npom4KsRHWZ5z1BPDX6Fa+H3X62XxN4BD/+aFz+2HPG4aOuIHThnQpDZKpd89C//Svsht2BX+en37txG3Q1OXj0sl6WRztHO3AKW3ozZeOPLQ5bs+R8eyRSytP3UkjaRm8i3Y/klLTn/PdYpVlnOBo49Mu7WfaDTzAXXWqGfntjm6tm4X6ZamJwGu/j5yVfZlcHfueGlK2GPoObDM+fiXRcPGkyqhmx45UjRIN6bH3WlZAD2mLesskvtFUvn0ffzXyLf0wZOasFe3Wtk7/x8gXfprBUxrGHpSrtCx1B811iy49fECpwb6lg9A/vvWVkKLZpY4jfe4v98x9LnJgu/g93on+cl5ir2Ip6r3k/din2Nq4a4D4X9uvj1n7Rg3xLreUEyjxGH36rldkCvb225Uu8aWXJPu/c79C3OzzrOSQBeeKjKnP4HWFdaPGnFR9hXUidkZSv0T92mPKsZdUbhVZA01k37Otuft7N0sFhwyxz7nc1lNO59ZslDb5f2sy7onZZkrQ254EN4bOkb8JOm1oUar9E3ylo65+OcX/bZsWtgP4Xw0zmTq1A/jL6G25SgvgpWuI/B+23XrH/Tjbj6ru6kfBrxrvXne+/ZK7B/XK3PA8T92+A/ZqNScA+m9MPIn8UXftl2xbL0LCRv63nks/LWB9WvkMfPNl03iUlj6cCfFptPOOfb/W+tGjjnulxbUB7wT1/Ggxac8/e/Gyk8irzK6fkz9th/jy2XvXNlQ1jqtFz+IvMk+upv7XivaPh/u0beWMiP/8ycaXga/fn3lfquCyy1HxyydkYm8ssxNZt3iaWkKMdvQahXFl9d+2bgnTp1YZK9B1kqO5v3sDGYJdKue/IK6+Y6Fot+on48nmCfM+4sSwYnfZb44n15lyZuSsF9A39q/Kdjv0W5q61eIM4f8Of9PsJSW8+D4eNQN7WVd5B0JPrny9dDxXBOobQgNxr7AtBfqvwQl912XRtQf62vLei/AznzyTxtdV+WVlztMUxyZ2mG3EK3BE/0MdTPV3tRB1DvZu3779F1ATu+D/cvzTqyMwD3tUlMHObqxlJMvrSgH/rJvX6XNg33b+DVfl+J/hBTxHl1Bu+K0dwfJQU7NAbe2m4Iu8/7HW9V5IP4mTLnwd5dLHHMf4asAU/YnrcpYjP60IkXBis5QPeL6dZNQLNnhZNuoi9llj+3s7NHHW/UKrVA/zrQYfM+ej5La9+2OfqC325VfXNABn26/41/Viz634jHNV0s+qHPz5IZnL98N0QzO2wUS8ydee4LwLsUpPtcvoGXXcsO0j81AvX5bliYG/jgjoG3x0aC114K+amdBb72/Me61tB/gELtGdsfAgXp847vAF8MkVU7PxT6GAVeSlAB3/6gua29D3zZgkmKmwxevjW3dkHAzL9xeUE8/y8fSFdQ3w2+N9HyxvvpmE96QottyvDe2+23vumBH9oUrwpaiXNaYhysqsAT1w6fcz8LPME46F1NIez2VtZSajn4zHa1MGbXWpbCVogt+gS+1PZ8YdjAbpZufFm+xg5+sinMqkqAHL1kRYM6/HHn8kq5obD3e8UvwgjMWUZOg8dfgqfqSzzIMMD8lPVg4jF58JSK4mSFVdD7cdJzy5e430qkxmYj/KMQnF+y9R+g2l2z3o3gbc42bLIU7CAZt6O7DUiPvnfWIx5eGgeFXV+B+UlphfyfZaijTfZrG/HubJG01QuAERqFYaZ431Z1zR2h4M1RPzlL/MAvK6WY6J/HUceCmzcHxLG0a3984zfwhoUiVvwVqIPbcZ8/eI8m6kMdeE73hxv3DC+zJJVyKFcd9W7TySRPc9RB3jengBfA8oN5+X9QT22+zT1RfwN90cjz3TrIsh2Xq0f/rZ9HVnoEoP502Ff9+AGsQaBfv4b8uqFcn4/9Fo+S/Kai3tbVmWxrQZ31MGxa0/kPcNq2a+dPpLJUpFGy8u977BT20RTo+Xq2fmhwFviHPadMGvKncS45ztgfpXVwpyHwsNqTxfeh3+3YxBI++JTath2Sk1BH3417yEkENnBTC0ahTjZL91peQl24/Gve2LGnMJ8oBV5oOAE7ObcMDA9nab6L0jYe6uCvSSeZ9ztxv6Z2TrQX5olho7MKUX9GG/1Ifr4DfDI740AM5oGNF51pGHi+Tb7YZzXMO/M/HXQ+iPXRM5rZrZg/HmAuksQ5FZ/4ihKYU5T9xJ94oX5qBl1+kIk6tgznj/BgKc5TLnjLP8BR1T4yk4DKE9SH2gK/OJjEiKOelmWazniBd3bEHp2Rhf7yPe+0cT36l8wOFeMJoci7ZObhbPRJwfYR63djvbh0+rgE8PAyNf0lB/zRp7V0T2fsR73sP/vhJ+ySMHPgVTjelXJr5b63eJfqCn9bDcjdq6eb6SCfhZM09jpi/y7pJ691UNctNtp+N8H9EXZpDlcOIR9sDit8QP3mv71VfRJxP2+seEA44vpbsXiNL/qklNeDhFrEqUTtZrYe8bG3yb4qGP7uO7Ju7j7oe0Pxw5dRuDflw7b3pzC3+SySrGv9BxglWXhsIfxfLXDoZXDfsQXzF60ADsx3mHzTlSVH49KeaPQVOdN1I+KxrumVwZuP/RUyZ8Wd8Pv1zSXrFBAfSSuWWlrBPlZ734Qaor+cfzPieroV6kd99Fgl1MPnIhpdieg/5lfZ69FAbZmjenMRX26z3hhW4pzwvW0l2zewVOt54H425vAANk3CC/PZ728WL1umoo4v7/BImIDvrPRcJkmBj+gd0E8cgrxYMFXQ9ZGhpZxpTze2MxT3VEPb5CtD3xP4US3dDK3Z+0bc8BdDLw+c3OSD9aezrHPdWxlSQr1L/Qd4Me0YU/2WIYOMsMl33jNkmHXx2Tno1Z438sLMJoZmKVglXHvJkPXUcVI60NtcOv/sWuiV8We5rAq+W5/dVT79NUONS7d9qW9kqMfm/brD5Qw9uuFnMPk2Q2LXbsTV5zB0pNbzrvodhq7P19JtzmOoyfp5yLNChnwlSt2jsD5j2sLVBVcY6rsqFWl5k6F7pu7rfW4xdPK9wUn/bOzfdSX9KcvQGDOjwftY9w286tj2jKFUa62bU4AHO39e+PGEISPjjOVsJUPDjn4zOAf9BTr95Z/eMLR/23zRaw8YqkM/uAs87nZvb/U/QIeTSZ/3lTCUN4WeasJuhj2SrHstQwpS2RnLyhjKimC2fr/L0HaxwYZjHIZUZhspyxUw9C68nCmHXSTz6/4svseQT5N8gRLWz30asVL1AkNrHTW/lAUzVLiZ4zEYytDerrfUHMTQ6XbrBWl7GQr5xey5it9V1JtjEqMYMt5y2aQtiaHANQdllqcyVDOpKOheGkNWsdOKHYBxW05N2opzf4ZOL5uW+Pfv7CXrdp5j6M68GaFLUhjKMRM8Oga8sqE/wfsiQweUprSdyGRIz3GZrUMCQ623+DpTahAXHsEeo14wtOwv//4H6P4k0ulLEUNDkhceahcy5K/76kgYMP2uvtIVxM3u486bJiKOHts+rI1vYWjUkh8mlV8YqnxgymF7GLq763DfVMTrwqE3+k2+M7TacszlL8jD0xJd45aCd/nkDcg6S7C0f0Vhltcw1FWuZqDycNRLPYHoIvDBbJNFl6eDP3rJs/vWi7O0w/nlwjIV8KYdFVZJ4DlefTbTp4F3RUo6S9mCb5Y/Ob/r/Pj/i2NEWVLfH3UmDfzyQWLVpfdDwcf6KkIXiaAeGU+M9u+DHSNbtV2wfsxywkd35JdCQJ3uZMTr1ccr9T+1/PdYm/LnyaiP/2OXgAOwj0xGvlcZ6s6ygIsfdnQxZNl1Xz4Idjhtec9bZhzmZLUDNQXy6D/qP5vUYS8V8T6zZNjFPic+7DzqWvZBg+StsEv2yNtnM8BnF59aHzlyNPpH0uBoCfwuZZ485YkM3tuWvTQJ5+7uqHigBnu0f5ay7W5DnkYeHe6M+nE9bfJCI/j7zvaipZ+qGJqT5pOxFfEVgLj7ivVJRRsKMlFXpIMOnVmGvOlf7j269gb0r9lnmJiFeHe/2bgP65p7N7euQNz+siwLkIhjyGv1/EvbkCdGf+PpH+D9hJMt346iDupNU44/Dr2und6gFf7334c/PdD2ZKhggaqy+36GfkwO79U6xZDoysarE7H/8LvE2qSjf//druvPlzCGnI+LvfeMZGjDH1qlFs+QyccJecdPMrQxtjOoAvnZEcZT7ozFvSeezLl6AvmZtny7De5bVb7ii9khhsJvTr5QtQXn2ig2HLaDPQe83eyXMDSe/9s11hj1eJ7lnAZCvJmYf2wzZ6gseKPRq7kMjWQqm9rmM8SO7NesM0I9nb6HkTNh6LzHKNsQyHoKurM36zKk3SEZY6CEOWl3YUWwPEOO2w2beP8A9Xqybj+cwNCm8sghPlPhP8Ujuo7TGPoqp+BxcA7yOOVJnCT0dt8wf9sTvEvmyeCP8XjPsJjA1Y+gb5jCpJELFjJkYX+xcMVKnDPrzV3/FQxdq84sHLBl6LJliuRGB/SrRQde/ISdkvvz5IwcGZIYGCfJrGUoXmyYmuTffwc1KEuSPsDQt6yF+QbR6C9l5EJnGDrrKG8pgD/Y/a8F91FXq4csCjBHvf6SWvzCHPG65MK517dR97fFv1QdBCb+Lshf2cDQiXnOlUV1DH0YO7H4FOqQ6HDzLdbIC7/kSKVDmEN3ws8p/wB/rmudmggccbvulRHyz+nYo5azkJ8Z7BwRj/slA89UjADOfRuc7Is6+OBZ1dVdkpibfDoEhyEnzog12yHG0vGH/WJpwBHbPd5z8L1H9wfPN+A3Y0fMvKoGjPeTX+uFOfDrx+7At6gXC33vaJ1RxDrqiNQkrJdKzcnHevbotFFuqI+yuRaV8dh/7fO2YUMx7x4tS9kYhPlx76+n9sMno97s/RotjvoTuGTKnNm/GXotouEthnrpOWXMJodBBnzPb8SOPwwVH7c0egY9Jfq2ij0H78o/3RBhYwwZBe+HyX+PP445jNyH8wenZEac/jsPl5Wtqsacm/SjqL9kHkv3Iw2aq+eyVJA9Mb9t0d+5X7ZKaMTSH85RzlrMo9Eu6cVmkJW++MQO4rz4V9L6a8BH63Peq7liLjoqcm64LeZLO91xT1MTwF+P+m8ag/mpf+S2HafBwwWatycuxXwY+mhgbgbkgRPJn02xf5NSrnZvDPy24PUJo9OYf9N8NC7i+27/TxodmF9nmzUOi8bvnoNLp5tiPnt9NObGdJzzq1fK7xrQ12FagT/m1LMnN6n/wjyn0mc2qRR8f+OXgNqGFMRJ9epto/8BzhaVXcP+/XeAl2vHqwG17mzW/gX9Dpzuur4Keny6ZxolDr06JQw8tt9BX+WJfpB/CJ4fbztQ/pgls4jBZ56P0Id/Lh3mm8+St5/MybDbLB3pdWw9eZMllzeTSsNzWEoelXRBEuvBiw0Njt9iqfFb6wXfPMyNPjcP3XjC0payl9OPP8U89Vys8m4J5rJo3+G9wBIPa9cnWC+eYf8zopwlhcUeBU7AJm7qYqVKluTlU92vV7D02fNuhSdwXd8q575nmO/LJJSuQt7stztkBPZ/3ffnmH8p5mS54Hy3f4jdjkM4n6G3z+OhLWcfwB58MS29ApYy2SKd/bBX7vynhk+KYM+n/LGG2J94YKjfS8gy21p3ZMMObSWtdushGxa+m8Tge90pbqO6YFdTpYWRM7E/++zZs9nFLFW9GHL4779bGHWW3tDGO7eP0O2cXIt75ONHSTWxlGbqHNdajfW6rGxp6KMbeo3icD5zkozEy1hKbWQ8JuD7MH2Z7Qdgr/RPO01P4J7+9saUHpx34KLa7IIalk4l3N854Tnm4515mzLqWTrUvdT1Auz++ztPq/ETS0sHzml5dKOO/P3vC7/+9yjcnjZhF85/PuS2fUAb8kXCoPPRR9jRxnH3i7csSW8ubzv1gqWs+smLi6B326brJvnQ+2ycYkg55Dn3a8qFeGffy+JmU7y7POnrvBTguoSbl/PxrkEPhXPG+P5X7MYBvzewr/3S0ddwblxUbeUOyMqSHWbxkLsKbs16DvvmY975Aj8eSVQbOQf++bwycUhm4d99K++tR15c3Hv19kfYp7/x/Kqsd/DDhbTL64GhPz9EP8U52sGHFj6CXFWSN7PkA0uuHotfHX3P0qtm86a7XSwV1b2Yeq4PfFg/YvGlX/89Nly4vpOD8xWWn1gu3s9Sntiw1IafqK8+n8STgB2HJWZ1Yd9Bn3Nnporx6a37zi4taT4NO2we+3MUnzIxRzaM5tNAvYfCMDk+LfXM/7AU66bgAXPG8enaoiynW1P4VB++c6/0DD4Vzr3X0TqdTw0xX+P4kFMXSdoP1eTThOobDkdm8Uk4rOdh21Y+qXmZ9Jju4ZPoYgnxCb58ulKZEz7gxSf7xac71u7jU5pj7Mx8Tz5JcZuvrNnNpzv50gINbz41WzC3xvrxaegTu+v9QXziJmkNHb4X+4xitklh37mM2XuWAz3BF2s8/ntka4pq24DBD2LHS0PvsjKX0cP28+lkY9tCd+hxfdz3eZH+fBqS/SfLMYxPei/bG52C+eSg/0Dm4TE+eThcTpYKhV2s1B5OP86nr2ESa9JO8Un/cje7+gyfPi3XMJC9wKeZ/RkPlqZg35hp+8+k8in60YSz1Wf5tPn97rEVwHDH0v3H0/gUafg7+4cTn1YZH714y5lPHMUmzXh3Pql3qLB/fPh0aFz0T7sDfFp28EGdEPLeRVsjIqBXz415M2YCDytb1B8IgV9C9982C4dd88zvnIvn07fAr3PCkviUEVfrExvDp7ufNHSWR//vY9HMgDvysXzSrOlW3Az9jh74NefBOT5FLBtzzOM8nzZofJNph9xddWVsCexTGyR4KnuNT/KFfSaSmXyanebWIgdZ+WorOw3yQsy5f4D5Z/aQyFX4K+aMYCaXTybHE7YvyOaTbL5sydKbfPo+zz3xu4BPow980lgK9NLPyPwi5NOuGdtrFkPe86Fn+0nI70anRa/N4VPpxZKgQuDzgJK6WwyfHqs4e06HX6Oras8XXuJT3t//niPlfx97X2/8xIM+OpvK7h1Nh32vaww3hj2+BFj2qcN+deA/RUcR/26VCXsRL4Ya3u6miBcxUl2kg3h53p93ehByrNKlZU5HYP/jSuGKiDPm6u0v/YjDlJz9qlsRl4dFdFelb+eT39aI8GMu8NcZyZB5OxHvGQeWSWPdVtzIjrMD8f56z4lLtnwa9+BoTKIdnxyZMXv01vJp5aoHXSNW8Glan8jJXCvkxwLTsxEbEc/od6b2fCp/qMrIOf732PnDuzgAeJDGtNwGVii1TTxnw6cPxj9bb0GPrIlJr09u4lPAwJYtRQF8iuLG3pyJuBz5rnFgfCKf7j06ZpuBfNrUt6uYicK57fOq/GGvrvmM7ebTeN9EqR8KiGfrmvXPNwCTHdecs0WcuxlnPLHG9w8QR78TsH/OWc2/8TxzUOmWKI9Pc/yOps9AfKkd8XBbcwf5e84xZyQwX2uLyGTE7xCOg40B9DAO0Muach12cn2zZFIGn/4cHLJ2FvwcuvxcVfrf9T22DkLkg2qPSIdfFp+0NVudjIEJ4Dea/wA7R2jEzsW94bfTbVuBotVuyz/hPVFlm0rd8HtPg+yz18hDZcWT0Tfxe3rtKDMOcOTUzBEWiFP9SR7Kdsijw+uDJTthV051yynuRdTXVeIiS5H/oRcO+nOAR71ZdVXUyTFVj2UrT/Jpt3S+ki/idUeI5vw41GODc9curw/k04jpcZw7h/j03szm2W7U5wbhiyF5iPepTeI3J0TAb+sysljYf3LVtZnjcZ/wy0MtG+jj/S12aAzs3B6fedYY+c3kXCh9fxfx69lZ55uHPMgIu3y4gk8z6udczPnApx+YC2I//vd4b2NKmdcnPunaPL5v9pVPMT1yfnOA6gYzR83+hn7+ceZyjz7U855mTxPIzY9PPjmO3+U1nXKte/h0DH2lH3hhuG3bUaw39mws8/+OOpaZF/YYcrX07AkDIgISiy63rh8hIGvk6WIZAU0aO/58xVgBrQrwN/quKKBlo4onX1QW0KIr/iJBYgLqqfGe8g4YWDU/7vYwAS2d9sNwNL4/aq4pbSInoPSo/Y4rgFo//UfqKgno6aWzBj/HCKg29HVvprSA8mWdtXbICuiai9jicJzroNU9xGyigFZPkTrDx33e6MfxCv89Rlfu/Z4iL6BST0HkLOhnaREoenQc9IthRFLH4907HCSrJwioKvJs3RNVARnOk81xNYReg8atjImAtF34Uz8sElDq9F3tfKw3XLRMebFAQDqy5YMXIJvPOHpnrJ6ALkxmb16eIaCSVfJR3kCdueE3q6cJSM66yi5UXUD7R9ck+kCPKaOXz94Iv91QdVXeAz9Kio44UfgLdbDVf2bCAJ+mnDAqXioqoAnKeT76owT0Ka6gUnK+gC7VpyT/MhOQ8mMrS1FzAS0eNf38AeDKiW6eHdCP8d9kcmu9gGZuCClvcRKQ8d//Hm7jf489qVc4bzYIyCcieM+xtQI6iTmpDXjKq0tc1VZAa/dU5rhaIQ4O31itv0pAI5eZR9BqAWnuaNTqBibxPzx6Zi0gi2s+RQFrBLSEHZdyBMjPEIxpwe+i8eGhb20ENPZsc8HQTQLq+nW+YqijgBYiHzY6COhupP3jpF0COjQhIrfkkICy0d/Kjwmo+EnclVAgN7XfySoYeo0J83Q/IqCzu51fGmPfxN72rUcgF40Y+p4NEZBA79T6cuzzNI8QNYbs+bzwvtUJAY1KsluiEiMg2UmZHyvOCOhZq47o+ksCckM82fwDrPnpu380cNIn3ZNdQObl66MNKQJ67dcQujkVcfd8RtBP4DW5R9aSXAFtmp2fp35OQAffz10+K0lAb0c6po0/K6BfBbe4RrECUjfe+HX4HgHFrGb/eMJPgfummYuuE1CA+rKnurCf+9zooO9Yv8Ldax0KO1Y7eUoG+kCfZXN2eu0W0MNVe4NrQgX02ETxZ2045MCnoS5RiN8Lhh+0Tgton8M73ljc0x57YPtk2Mel3fVlZIaAPh+4vuT0ZfiDDb308wrqhsjM8NXQtzTa/cGWNAHJsB6VI9MRH4Z6Iv6ReO/fv18c/+/x6wC/PzVCQM26oZY58KOxS4LJGaDBrh0zjwF7rSyFi6B/yv0l1tbA+y0uvvpYd1Pxj35zFH7fb1oYeBhxsN/U9GOQgBw31Qw97A9/ODHn43YgPnUmPs2DnYaK7jxaB/utXbu1w8JdQPU7De4OdxVQQp9AJc0Zfnnl68vdJqCbFm0h+bCvp/jWo93w017McRXJqEub1SSusgKKX7fmgOZd2LlxXszLCtQTlzqrrgYBETtOJeG1gEycV68d0SKgVvkLNWtfob6Y5/iO/4i80Dnss+qdgAY268QYNwko/M4K6W2N/z12JPv59wCbL3eMf/ES9WzmlaC+F4i/CNfIZ9Bnj8HN71HQT1NbNkGkHnGz+O0wn2cCumO3ZJtCCepX/PI0PeD4tX2803hf7re8PXqVAuLJ115isf5LP++7oBZxVTL3YeBz5O+torVragTUmRN+/VMR4rejYslDYGmlk20pzhV7JBW9GHLDJafPR8rg7+CNRoo4b+G30tXCBwJ6OcRxy+VqnHt+5qYC6FmUZbl17hsBccyrHYZ8EtAbfQOb5s/oVxzBPPcP8P9dfaUTsKfaiBMqpeJC2u3x5u1qGSGZiNmN1Jb+71GodDWKBzxbO+rhV+C9swZpS4BrCp8sOAK8cXyGrLWkkKxGrV5aMkpIOlEWbkWQL3QVOb4XEZKpk/IX+SFCMjBNGK/yG3X49Snv1d8QZ7YpWe2w/x2b/m92sKPuZr1MPbx/e+PV6caIp/tGTzdK4b0Hjzrfe/0FeXBBNj24X0Ds3lF+x7oE9O5lcXPDe/jv8srTW7EvYM/L/uHdsOfIRfc+jxCSWZ6t2UF1IRldipgzqCok1vqpySXIK+OFvbUaQtrTsokrqymk/eYyGc1aQjIe6tYWqyikwjcdD65C//HXu6s4w/97THjYH7JATEiV7bf23h4qpDT12Mu9sIspt1RUFyjx9PSRFrxvWDjvgjveq7N0eLQo/LysYMoxJdj7uszc4sOyQur2KV/tCNlg5I4B3nghnb7wdt7omUJaK5crbacvpEwLrUSPeUJS86hPCYWsa3d6zUug4xiRsvm6QpLKHZ5/B7ijV7FqiI6Q/mQ0iw6BXLig31tkvpDECw+9CTEWEiMpNlYZ9vHa8sTNFPZRalr2xGjS3/tnPeqYKCRZJ7u7LyYIKTV4T+OuqUIKAa8QGS2k6pH91xfiPf0/Er51DAhI4+//T2Hwv8dHu92TdyK+lsyq95sEuzr8nu/QLCWkUq23UzJgp93spO3bYJfvczNXrp0mpMHLfMsoZSFtzFerGa0gJJ7lwNAmvGtRL5vAjhVSTcZ4q9H4brbFQp/8WUJ69vbWujbYTSevUu0d7NOtYfm5B3ZVWWJ386qekPj1LmvdFwpJVaAcGLVUSBNPdVvm78G+OROfDjmA7/YqV+UeFtIILxPfkINCGk3hv6RD4Q97vbCkYCGJyBzYU4T1ae8j+rYGCcn93alYNlBIxZuKph49BH8qnM7Q2CukTTPnvOX6CckplA3N8RTShr/9+B/gW6svRrnA04aFu2Z7C2nAf+atw+5COhHgPMF1p5DCRdb/WO8ipM/fps4y2iWkWVf8j1VvRz0I81Ef54b4euu6IBP7c4z3Lk6D3qu0TkdswTmeVbUTvLHuHjGlT3GzkI44cmPH47vQU/eX3ce56VMnWTnh9ytHP2y2xLn3eIfNyl1hh4J50qOP4t3dhQ9EYY+hJ983ZAHvrfhQ6wW7Tt29bo0j7NhusHOEFOx6ZcP+ngjs3/X3Pf8f4LOpS/q3nRBS8pZVJy8kCungjieR088IyXBouNXRJCGdNGENQ6H/08iz9hNgr9UFl5wK9glJM8xt008fIXl4XFq3CfhG8fhPDeDv+rJTJVZCasz/UhaxCvbztw3otRdSn+XDbDVrIbW6F+04sgb5fC81+ABwy8zVFqYbUKe/HzPKdRbSj6vmdWFbhdTk2atsCzv/8o1pmw+7b6wN3mjhJST5sS8i5iEOpV8bPbeCf4qnbmmRQN0s40t31yDvB3ZOtD2APP++/mtkBepnwpGD34yQHyXrI8tX2aGOrmvevwL63fn7951/gA7Xxx0qXSekjoi4wEvAuV7NgWssUeef1sg+x3slvx398dkB9WhX/PnjsIvJ/sdvk4Hn/dYk/8b+8ObaTRugp9KBE7PX2AhpUpBDpxDnejsNHk9cIiT7uVKO9xGfrWs0NoQApZPGzs0Gip9QSI77u76spa8L9bArYaXVVvQV24zLI9JUhHRxmFfasimIyxlddwNmCEn51sjASthr2pvTrUdhv3O3021/oz7czpCLXAw9u52+3vgI3HVa8wcXOMHtfU6SOerEU4/nwdOFNDnNrWWDKPSflq0ZIyGk5w9Vmap/gBrB51NE0EcOghflon+rJZ/Z54N6+LxVJ/g36mQec+xrF+q86KkTcmLgJe/nj1otD95yCfHscR9ztYSJmEyugKQaz0waUgj+VGV+8fVDAbnOz2U5wEAbLxn9PPCxww+VpSCP8fsj8gL7NcwcXIxKwc9yporn4Dw7n32dLuDh6fzjliqYJwJaxeJyMwX0W7/hlToDPtA1okM3C/Oj6o/xK24IKEf0iNXJ8+BJRcd1toHnd6jb10m4CMh3m3ZemqeAPliPsv6NOepx7qJ9z8DfPR/s9lrqhTmsWLJ9J/ZdGr1+Yfy/wI8DdbPBt68lrzjeCx4dqKq8dHA/5mNh38EnBzEPz90mrRUIvhx86PbleAE1nehVlQevz5jM6peB14cMsaiNwns+j15ypgfvExnwuBfJB693DRx29qmAKmZOeGAIvnhIQ+l2LPjs7XOOen3g3Va7rhnJg5d63fyeNQK/i+7ukIsB76ypnGi29aaAGtNcSs7hHJW9dpNWYM55eMfaeo9AQNfXX52/K05AtsVhy/04ArrY/jThVrOA/iQpbAkBT750+4PrxLfgbXOWRSvjnp6Fky0UweM7B7NnLOnB3Or2Pd+iDXzub37+AyxaPNQzqhNzi3X9+cM/BDT76o6aaT8FpG1XNsGoV0AOgksX/0DOeC03ZhZ+f2w2+/KlPgEJvffX3oUcEn6uf/134NODTRuxn+NSONu0XUArvNRP5j79O/fEONRiHrxxc9NHReA9RbV7IcDw400GuzD/bFBct6QW80+D9Cm5I7Db47s2g66YG5VDTcWqYL9zC0afHgSOnz4vp+I25oRHKYZKsPNX0eMJEvfA64xNoi6VC+hoX2d7Bfjt9bdP9+4F3233M/hzH/MJJ7ktRgl6Juh47bwzDHXVl2M1diT6Pfi3xz/Apc+Vvm5CnjdvD83ei7x/NXL/8DvAZZ+1q9LBf/hnZs8OUxPS4nXNP76hvo+6MTbhJPiN1g4HyRWG6AehjtWNRkKKLMxauwb80OKintUFMyGNK+7bMg71LX7ys4vnUEcLdCfJVZiirz9UbH/9F6PmF39eLKQhOmc1LXAe02k/tsoE9bK6ZeRLAn/4tdh7EFjxTr/pC85/k5GoLYl9/P/DzHf/5fhH/2trJ0IDIUVKpWU7UpE0NWhalYiGppI0UImWEdGQFpr3dV33fScqLSWlMoq2tLQpLT6nz/cf+Pzw7vH4/vR8vK7rdb3GOc9zzvOUrOO/qnCQBvJiH2fTMW8LEXPPPmH9aqw0WuqH2PlVV0wZ69T4u4OyiahbTq/Ivvka65qATqbVopN4L5/RgT6seyyH1UOLFwBTdALEGhBpFTdyBVCvDDcfdDqP9TTnnk5PlRPW6XpJN0k8Vwvn1nRX1E2g4iK/BecPPRvu68fzGXS4GdTjuDHlXGoFfs+SF2GXhHpIa+qfzS38LrZFJ/cF6sNjai1lnwNocLdfu+wv6p5VhRtSm1EHSRQd+RqBemITaJ0Rz0N9teSOchqTBrfYmBI3SmlA1OU3/XiDegt116ZitP/RYeunJVgvi7yvLXmN9Wh4fYp1Ng36FycU6eXSQO3g+ZOfEUXH1xiz59BA9UPq3N58GnA2v223x/HJ1GvrX5I0kGrQO1m3ABhYqvpBE88v3pjN9QzPp7ttQ37zK+xTtvhe2YzoFixLMPA+fTw98sfwHh7Vxl+yC1DXc/6xVCnEvk4omiMB5/n3qE5449gr80Hi85eof8r+bn1fhPWd+/z20bc00OnW3Pm2Guv/T//0JzhekdQVeRftlTladcOkDOv8by0NZVxXD3jjzfC7yePqP3traXCPNzGk9yvWc/eyNcFNGE9LXG5cwOdNqFdZ02lgMzfx2+sOxkN2V33BQ+RfnrdmZRz2o/kSMzGJqPcbfmxwy0R+Rq3YG0/R4JOE16FdiPrzP69cAKxeFCtnjDiIutAL/TghBTX6aOdH95/xTSJGpI/vdGLQYLuilWI62rV05ym3JuRJk0/IfS+036A6qfQG/ZBi3tYQi+9H69n4HqI9vyvUHfSh0WBzo2HkOTrqP+w/jZAf5/1vbjdFO3jdnt1XGo/6rDP6VDjy04jNRXsz2kMzxEHBE/VwTdl6m0HkMQvvOUOmF+op1u+t3shnlbg3X7eibn7w4NPSXsSxph/asRhHZl4Dt/OwvzCndVupnqfBjHXmaxscc7jX+873K4KSw6YVqM8al9aVkkmo/14liDkn//f41vo77x9EqcVsBq+e00C9QdHP/QXGT3PY5fUZ2Cc95Vq5IhV11R/vW4p4z9g9TrM1T2lw8d02SRZ8XivesPQO8mCq9EfX23DsW731VMtiMZ43elbMor3crY+mhOC6seftr8dgPOvfFt04j7IsKSQbgfH4ljXVBv1j6m7TldKM+2/au2mqlwZxIrm/uQex3xoIev2hH/s3+TZ+PsTdghvFnRFnfp8939KJfvtsVcmK8x0yJvoEfuK8k7GXWoZokLbvtZVZH+bz0bZNUt9pUHBBmG3jMPb92bHd+q2YX/VOCv1p+e/xq3SV7rM2zOOqOR/D2zGeI+5d2I3jrFlJevsXzKvzf/+B87Zy0JUvDWCf02WWxcB7+mx1uzuAY6uRb778eM6UEmHBmB+YXwtvdl7ooEHiB/K6Ld6v8eaVhLp/NLC3vBlrv4iAsr7MhhFWArR2/hrZxkFA8Iz7rjsKBPj+9tIxVSfgcipPeekWAr6aSc8Sajivx1nj0DYCMpRil37cSoCRW+PpD0oEnPNyzsvBeWltf5rZ8Ls9O4+cqdpOgFfd4UdiOwj4tm1mJHoDAd2cIhqxUgQc4uraIY37FP7aUbtXlQDd+fhcAIw81Pk6Bc/9ULPyhwVi4NF9Pvl4vqLjCmlq+H78ZnEODZ9HNnlpBdoQYBYzsDTvFAElqGtuniQgoDBWxhvxfb3kmCviz/G5xiV2+L7xjK3dWQIuhslsfORGQGzHXzLKFe1pIfJeEMd5o3xiMu4ERPvav31/kYCe1z9Xj+H7E9+l0v4h/nsxF7bTk4D4WPG8rQEEXJm+5V4bQkD5noZtkZcI+G0/VrMez6Hh5TAYfQLH6n80duM4/0zU+S+4f6xWdWyeJa4/0D+TYUHAqvRgphyOGdqq/65YE9A8388sAOpHSnxqRdTU3vB7uykBqyOuf289SkC1XY+FAp7T4uyQ75/jBOTIByyvwnMVjRkds9chwH+4qSZQlwCJ/ZFBqgYEbC5paXpkhPY8GJIrYUKAaPl52jjixIaQm4VWBOTGeM0UHZ9fT+/i09MEyO+qH2/Aewe02N8zNcN5Jq0Cv/G+v4oiTa/iPmLBVi9fGhPgrH87QP8YAbJtbzYU4zm/N52UYuB3qjL1Qh24zgrtVTltzgQ8DTq81cKHgOF1pH4C2vt23eFV5f4EVMxeyWZcQT7E8efJnSFgZw7vcxHkxS6sx4YLgBpctivrEHs2W5tUof0OH977vgj9/LshTeMU2uFQ8+1lT/A+NL3xW0J4n5GLfJW3bTEe5VjCJ8wxDnsskhahPYKwj3tymAA5qx/uVTj/6g6P7njk2cXIxD8eV/F7xazqOuTZlg69lFQcRznIBHFcJ2BJ88aj5jcIeFfd+jo9HudVkT+aHuF30mprenF8Z/kH7igcL19y5s2HRAI4ysPE/B7j8/s8wcyHBIQtSw0cQLyp9mTqYAIBnE7cU8JPcP8HzuYeyQQ8rjh17cBTAlxNh+7HUgSMFXxZSxSgXzE+by8AOhGhSz8zCHDz8bglQxKQvaxafhHi4BGSePaSgM+3b2RUlBLwdkzwIO01xmG+StXPcgLED6tz59bgOqs383a9R36MHH88UUtAJurNzThWcQsTqH5HgE4bh/riKgLMBX9wP8Gx4aTH8YRqAk7yLHEprCPAYMRjL/EZvxNNPKAxSMAamRfd0XMEvB40j5WbJQCK7jil/iXgU2bIFS58vmaHneXDCQJ27Ot73PQB82Hf94TZegKmsD8tbiSgrljwxHVE2SWZJo64bngJz6HtvQRkndqW28NFQrZYpeTnEQJC5v893AJg6ZqS7klEquKG0offBMz6F18wnCbgLFd542F2EjLvsqfL85HgF+Ls7sNJgurj+x6h+PyB9Kyx02ISiO8XLmfjc4P9k6/tWElgXyP9K12ABB/GHtGLy0hwnrvn37aGhLPJbqlyEiR4Zk7dCxUiwXdFdGof7peyPyjtZQ/6U9VX8kIT+sfAcNXMF+RvW9TqyQ4C2p9UOFt2EuBi402XaSPARv3qrCDOW7/H5+jB53gPx/cONtkYxxemlR1oBBjLEJk1OQTEeAkVzCEvjVjD/jqnEFD1a4fB62vzeWpb2dvLBLCuCRmIWgCc9fwasgz32bSas/1xBAEy9eVLym4TEBE7cS0G4+h3Wdqiz+lod4nxtE94Xh41I5slyFvV5/fVdxJYL/ScnRJyCWiSZ2dcpmMeeXSEvFhCQK2wvYV/Eebn2Oc51/D7nuUvey0xHrnTxAzjojGPnHqbPR5OgNo73pxHLljnq/jj1mC+CBst2f9uLwGS3ik9sI+ABsUoO7NdmE80WZWzsT6HyzWKbVEh4EfX8KgL5m15+Z99i1djvXlxrBE2E6Cw/tXSPqz/+42nFao1COi/yzeYrkXAR2cRpV2Yn+PPOJXsxjphOR+fC4BZFllRqzD/L7u/ot3rHOoM14TsdMQoNu/wCMz7QywvQ+Qxr1qWPOE/jdgVEag3g/lyrtJzTxzWJUfh+x1/cWzzKVHjDb7nvf1TfTfmz+CHpgnWqG/4rx88vlgO682rNNuQg5jXgmVVuTAvO0U9ST1zAfOCx7SJGfrzhTuXEtddtEdPhsAqzHuHupi7irIIOB3E+q0bUbNYYvffJAKUji4Lnb6D9htvKVLYg+sqxX+xRh0ixVIssWUj5id2nTwnUdRRnNXnJPkQt05s+4A6NdUwYCcv9lWWuv65Cd9oUDL/95YLgHlxDXaRVdgnbykzfY99SsziDwesHGjw4cvXI1dMsC+8HuaqpUCDAaFkQZn5nx/L2Pw5YYt9M1+lTfw17PfORW9deQP7EOGq3njs25MbWdZXudGATaWibQj1/tOaZB4n7F8kVHQDlwTTwDpk4IMB9kEp/zaV9GAfeLX3kiqF/VfFqP6zjdj/5GzKkt1+EHXss88Pog7R4EWhhaWoHg1exSaYfDyA/YXghzOi2Ddc/sR1xQT7MJHM84p67xCdrY6VIWbsXNvBjf3s2O3IC98+0qCYf0S9DvvabM1niw58pkFAU+zmQNTzvm0GEV4LgJZCAqd80K6E6aWAgzh+T6+o10M9/tZGOzcP+w61N6dl6dhniOh+7JrF5w9s2tyfo+73xL4+EfuO7X9EV5zHfqTe0cJAchT7vgO8u1MXYz6U/1ypibxsq/ITC0Q9LvFsiYMzYnywQXsX6u0ZrpnQOsTLBL+a9G4C9A5ftb1xgIBb8d+Gsw0xD8SU93oewTxTkO95BPlvX7zvzFEci9+tdTNDfZB4KKhyP/J13CJuxCENdcGnmq0aL1AHvwv05M1D/VHYOseZgfqhgB5xHHUCe1PSdT98bvlItL8e89Y9Afm8VcR/j0uxXp7CvHfZM7T/JuZF4eaNX+TyMQ65XgnmYl7cev08b14hzhsRCPqC9XRvfnPf1y6syyp5e7ywjriLn47u7yNg0vj3yr0DBEin5OlbfMf73D63f66FgGQB5/02WEeMvPUIe6wvmrJdbVr4/S+G0m5/HMcerlZV7kfdXa061ozfs24552E8jn0RPXrV6Cj2QZMPwtWwXr53YzFdO4V5+efvoeZJAshnT5fmo44IfR8QsRL1g04sb7od1vnmN3Ftp7FeOXIF7z+K+37j5dK4MITzlAbKqlE/EP6q11+gXvhxQTgocQFww9T2zV9Qh1hrl891LCKBuW18c/w/tBv3QYF33CTUbxfnKMHnA7Uq72XxXp8sGeyleH+l2LfLefB8tm9CP+rgvS2+7+MfRjtwqpzpdfqJ94uPjmPgvWOZ6UEk6htF1NGhWM85mrpWmqB+CL21c4ME7hu2g5oQHMb+jGdWnxX9tc5US3cR6jHZlCOfzdCPuexB/s9RX3GmrlhX347+ETq6XQ33ibAUopi4/nKM92F8nrTO6U8x6oCiFiNPZ/TzhszsYoUxAqz+7iQO4PnWM7ezJnbjOR1OGIyiLqmf72cWABt7056yod2uyi2Xy0N06DG2qkQ9BLQTTFbUQWzn0o7U8JNwvD037/BSEp4brF6uuISEA5c5+lxw/r6Ro03/cB3H9FzZN8gfU86rIju/Is+kubMbMf7Cn3LdZ2KdOT47XmGO/aIU30fmOdQV568sDdPAcVbKDb41MQQk/KnaFBmJdXjr38uHQglgu5KyeOwW6u/DOyi2MAIKNNglfKJwnmzul0uoCySrHabGfVHXe8VaH8Q+KH9ivZYp9qfKPtnNfKgXHr10jynAer70p/9GN+xXbI8WmmlhH59Cq9tZgnpg33w9XgCsdYlnObMK89oXkcQ3qDdSBE3Dn2CeMxbZcCtMG/sZFrYtgljHF7mlubfi+eRHvQe3Yv+0OdOw6h6eU6eq9/wJrOeeDduKL2Lddg27tkYI+7pVb1umJ7HeC0tnqrdin16zbaV5hwPGI/aLBD5v8BVcsdIRdYKueigd+1SP8m+qg2hn3mJikSvW8+czf2yCMd+ZSd5/Uol9x9ttXvp35vuPI6mbl2N+kuDhfsaH/YO1jVratmYc70uLUEKeapxoZ3zCPLJU5oUdB/K07/nYipfIf/1Xt4XsMC72JTko/0Fet2N8ti8ATg2scNqLKPKk7+c25JevdSPLjj+Y7zOaghpw/66kVp9NGF9KF13MXuC8HMfYh3mYJ7YbuuRqzOBYzfFFIAsJrLJ/Fgkib3s6dQs6RUmIxbrCjnniRMfSo9Q83w8/LruLPD6/nPfTHkRT1cm5TYjJDo6xovg+VkuW7xHy3ddB03EO1/+svVK0SISEJ4vdDNduJuFZS7gGtzYJTgIbzr88TELJlKDj62PYRxwyOypkQMKqO32ZMrokaLGwZY3i+zUHOVOND5JgfTOjY6UGCdOa+WUx+0lQbnIoyAHyf/Od5AIgweWc/Bb3s+rWLOA1JaF2xbfZn4YkCKv/jn2J5+tO2j3KMCYhfLHe0zIjEi45ibLxmWB+uDvbuR/nlUQ3aPIfJaEitc5n5jgJ59ZvMNQ2J+H1udUPAnCsc3Cz0Wc7ElaMmY1w2JIgmCU2mmBJglB7Uro3vl9m+fVqO76XVotx9rIgoW+nNp+DDQlVu+wTxc7hc4mvR2X8SJhSrSlwv47724l2RvuSYM/6TrDqLNo/Z+noRXcSOs6ICA24kPBTWnvTFVcSLLk08koukOBRuY877BLed+tLp2vnSViO/X/jaRKCW6Q4kxYAS56w7DKxJ4HF/2sqpyMJCoslVatwPKeb/2PkJNanjz1nq/HeJbks/sk4f/pQzeP13mh3nrYziVdIEH9fOx2A922tMzl5CnFr3pIbW61JUCS7Lp7UJ2HPO17FRwdIWDTuGRyOfMk5mdtuuo+EmncJVr17Sdi0KO7NB00SIlQlNiXrkTBhJEcdOEKCmrj6uoc6JLhImkW3oN/FFpEZtB2476qJjyno/2Tx1Ce7d5Fg3HZ6ywsc/yO+bjHGffTl+gpKkcd9Qa7W55Cnb8v+bn1hRcJntWevtE+QkOFKq7P3xPP2SSvdWAC8mD7g+QXt4yV19jaJfq4RDiqyRr8Ocql+CkceWZYr9+qdQh5fWhtG4j0tthDV+WiPZXi/q3iPHIdK3gK0y1h664OLyNfgBlMZV+TXvx624S9OJFyPk72/14OE1Z3vFE4gf/rv5xsNIK+epRmElDmTcPrLgTS6Pz7XvPUg6B7O3/mZJ/IBCYasaadrHiHvR29Mjj8kQbc8WyvrDglF/uMemtEkdPUGTvPGkHBToNyj4S4J6kuNtvfhvHOfWXsP4Pivunui023kp5OaY8wTPG9UjMQiGgnXPnU2vMojYWb+/59aAPRrXqrOROSf7PPelktCnP2/jO58Emx6BhJ4X5HQ5tlQxFFHwkvU8ce6SNDcFXnSpgd59G79v4w+zId05dT0XhJ+u+23/4bvz7YdqDRtI2Fz42a7sjckcH3TfXCQJGHtibtdogUkmKeXV19AlD9bHB7BJGFytrjoHo5XnbnLfrGKhMB3S38ffE+CZ/JtPrIC7eIf/+ZhDcary0pbbty3QHVfY9IPEj7dfZpDw30Y60Jtnn9Eux04SzNpIIF3S49xeyMJS8Y92Y1b0c6b7lrytqO/7J7q+OM5eRevHJlBfIu6a1nff49WWKfpAyTI/u6KFxkkodDCaZEUnteysvldAJ4nZr3DifDPaM9UHm0VPOeP37vnNuI95NRN+EY/YT5j+VERV0/CoSXchy/j/aV/0t0HETMf0pZv+IJ8CRC4uBK/1+k9u9kA51e/OOzdjfg3znyxOH7XJTXhmYp218nWOMT3GHVYzfmPPhkkSLrzHVRD/64ZXxGxGXll1b6427WIBGfHDQ+uUSRkL8rQG31OwgOPJ+t40F/PpW4zL837rejn6mLkg/03b57Hr0ngdo1n6cd91ucrxT/Ccdbsp45rL1BPY799ZAFQhNVagB35sYSNpWxfLQkc9FKpNuSD1ytF0ZEPmKdSZeR83+H56d8uLkc70SaPv7YtJqGUP9Q3Hs/ns3Sa8wbe08bsnXgxYtnw3z8NL7GOMTb9iUeeHVnrKZ2O9qt151Iq/or5krvDSBX5VMZKXWAi7j/d92YO1zcbk5C6+xb35epiCmShPq6V4zZ5ivfH/t4a4//ZjT157DfR7hVH/JZgnlaP0DqSg3k6anb8AAvmGbIyvUwX67ynXvnjQKyrIXsXDx3F97dvLZ/udSOB8yvn12uYX1yPXA1gYv07Nv/3A/b/Pe5t2iCbjvnxYf/aB3lYd05inxeD+TPEVE/IE+uTzO8uiV24v1jXlo88qE/st15XP4nn1Qp/fMEP6/6+3PMflM3Q/y3L/L5ivj1X5M15CNd9+IbfezqMhJSOJt7lcXiP/MKgWbT3K4n3flHI/1K0Z+YyCuw/pF4+IEgB50CkeCyObZm+S6/JUBAiUr78xEYKDPqi2cUVKRAeCWs32EqB1YbNcoq7KIjmUXtorU9BhXqW04pjFOxwTJq8Z07B6EaFBNejFPicHZrZaEbBI+wzt+NY0sXv/GZnCtZbSe47gGgy/+8PLvz3GLL1eWebCwXrrEsnPT0p2KpcqqTlQ8GddGfR5VcoOKf/9t3xAAryt7rdpdwo8BNvH3bE+cH8V8lG/F7R8ZW1uRMFrq2aD/zPUnC6XPmMPj5/q+5kGW5LQZ40c9+LUxR8SlUYtbOgIMqB9UubCQVGO/ou++A971W0dT2xpmC1s3rW+HkKlmJ88ztQ8EScQzzsBAUCl03MUvH9mOnLJW74vCf5b8Q6XE/B2m7RMiM8h8z90jY1Cr72b2qbk6cgUOi8RS76Y/M7rdlqMQrkxQR1lqygwAXehg1iXrvTPGFoOYL5dv73kWP/PYZ3mDp6IKp6eG79OkOCSsGxu7vnUHdccvHSwucxXW0OvYj7lkt6jXJS8HnzvUSSnYJX2apDr7koUFa8O0siv8ozX+v2TpIwPFd6wQTz8KnG6LX3l1AwZKvT1iNBgbXnY17ODRR03/SyeI9o63q9/Zw0BWKW5m01y9FPV3jLnuP+aqs7VN6vRL5dzEyW48N5HDGLfwlQUJRfVgk4PhCziCjF74ZiVgb7quN6L92XMnbjOml35Vchb99Oshwc3kkBc/K1WpUSBRIdbO9D8X32+cQj7boUBKnkvRJCXgs5CwclGvz3+CQ6dEgL+TI3bKfq4ohx4TF2mxVRPJPTvfgc8lPqx8/HrhTwe+9+9gL5xnnohq2qHfKgUP6cP8ZX9ONEpgfyZU9AX8WJkxQk/isJqUf+FuaViO33puDxNE99fTAFA8UXvlhcQ76JK7RYBmHcunRl2PtSoLnB7o/dZeSrVgHPEeS5OkjuNsB4POG0ZM8LD/SDea3OHGL9o1OghPFTM10XkoPxc7Gy0J7E75IuYhOM+K6IfSgLMZBS/PMS46mhst/M5yoFIlstKpbiWOSJ3aGyGApuKS1+7he9cMg+meZAj6JA6xTb7N5wfG4w+vQf3js8PFX56g0KQq1He5rwHHo1AjbxjyjgfXlX6G8S5om73kWlCRTkTlzyWpKMdmU70u6eSEGc4unflTiP89/PiuAHFNhE7Tpb+oSCa31TYPsU5x9w81mWQYGn3Hmbm1kUHOc+KDCRT8GDgOX0kwyMz+qkMtk3FKSt43g5WUTB9/6qnrlijFfJZVdLSyi4IEZfXofv2wN1gpPLcN2pTm9+Jp5/MlvuJZ0CJ7fz6Zq4ztrTHf63Ec0meCeu4PzTzbxuw+UUxI91mrciPuW8eieo4r/H6bfCOU8Rb11VO6yH+6wHC+67pRSclVjVP4PnXZHZUamA9/C8GUx+yqbgAzk+p4b2uRN+Onnerp4atfajaM/4/keTh1Io2Cd5Lj8yk4Kc40/2luE8rcj6f7fvUXDMYYXPQ0TdWqIkA7H/yXHlsfsUwPo/bWZoX9OzbKtUcP+lRk/tLdF+G+ilKd4FFGxhY9HSfknB9o0XAs+h3bwk653XUBgH0kdC6kgKaO/3+E3hvrpwRUUd1zGM76t+h6gRe9KCi8D8rLZrdwxivaiN2ot4/G7rWSObx+iv+X+vGf/f45KJKwIOyKfOC47EGuRP/4msrTloB6vHF6sYeK5ySQltFeRPWIJ/4UwhxlcflW2BPPhh13anHc8ZFNxuY4/vXYw9+bnRjqI9O/ht0L7MWeO95mhvXfsXAr+Qp2Uiizd+weezdJYE0zQKOGQCfjs/p+DKm3Vx655h3vtlMLII7aKMuiZmloSrHCpRqb+wD61Qu7sDcfhl1JQG5m3lRxX6f0QoKCmjWQXyUPC6W+bj+VHUZZ9XcKc0k9CgmMo5iji+aulL11ISDIK/iBajbvsUx791bj8FIzMiWnaYV1Pmf7625b/HFoGBxGuoQzI0W67f2odx67Jhp+4hzKeR6YVsmMedL1uJR8tivk83r2rDfK83fuyxDdZV4VNesamIw3ucZq2PYH2o9gpairpF/IRCWhvmUdXn+h3KNzFP/zSiP479v2NVUYBuDqLgS+ELl++g7vn3WdoUeVxbsfb3eCAFAUpJzpyIMYcmj1vcxTzKk5kfifNCSzP63G6jn5npQe/DKFDZRiodwnnMzp25LZjPPfuig3k0ME+cl/JMwHrhO68Xj/73+Iu3czkL1pWBQZEgbsP5vA0JEjqoS3Z1Xi7TRv3mrUdMoy6cKfubd30t1i+vDH9bHCv4nju+W4iCxloum0x+Cg6XaX0VwzrOLRwgHLUO6/Hl3sBff1G/c6RvakD0ms0Ydfv3f8D48xekWShYft36qgIH+jvjntsWrP+btRTWf1yNevVWH/cdKeS9VWs2D+ofPqKuwBj1RKfOrNflKRIC/n1OvT2N+v3EM3ZD3FfozCB5C9dxFvlKuSMvBASNW0KUKXD06ZNesgC4XUEuuhdRfWN4ry7y9Pyu4SaVbRQc2i045I+6wn2qWXk91vuSI6nPYrDumu6sCHBHHVlynFX9Jfrj3/pc6qAxBb8lO33W4vOkhg/BLYhXNLa0FqEO9yQ3hHxBe+SR743Z1qAO5WDlIdEvr8RPC4ej3esxPvRQBy2KVrh1Bv0zFqlTriKK9WRo1UEf1Fsmkny7xFCPrc4M/LBDGPXulVaTGzjvxXw9FZj3f4cMN/rTw85lWR3mg5aVlovP4XOv5WxRhfj9DplNb0rGSchJfy+kXUVCD5i6GZeQcI9183Wy6L/HOJGu2XrsG+emTdIHsV++cmqjDAv2zz1hz6p07mAfT2qcC39IQv6aOx6vsA/U+Ro2R873o7orPGyaSEg7F503/Q2f38jk+NVDQkLCic/92PdbxSxSHcf+sa64jKcP++eIxVrt6dhfMp/uO63VSALVYCpTiP39gSGNi4fRPm6F5VmWmNf2Bw6vn8I8I8F7KvwC5p+wYcUAPozTtk2hV+b7IaXV1tH9gHpAxky5HfMPiyKPyBnMW14/TtfOoK7P/jrlvxK/v7TR88B+LQr0v8zV1WAecmCa9e73Qj/uKjSeQx0Y3/R+8ojjf49eVtfnpM9gXxRfmpiAunK7seAHAvc7ka6RkY26U50n+cKaS1hnh14ZnkIdyc4R9Lc6BL83/+VeifpSnWVlLQfqQqG87yvmMF/1lL+uLcP30rOreKQxv7EeWvvkF9YhL3EfZTnUB2m1iUm+uZg/brD/WIJ6JtIn22IZ1vM9Zh27hmow7yZfCZRDXWE4srlv+BXqjnFWJ1XEEaml1tewDr6RbKbRcFz0d6eqah3qIJ80kZYWzOcJ4XHcXRQUT0yYqLYjT62ph46tyPOjT7nEOyiwuLnqkuc31FOoL9xqKSDw/g0LgL+ElqdvqcJzIz/eYF3/lzYS0Y46lI/lvfcTjONo4qp+Nfo3jrmd9Sj2eyeDYppvoH03V1ZpVKB+/pQoyxBHXT5YHdu3/BZ+N3bDi7yOdkm4oLwT6/jmxg4Bd7Tj8cy02RGs54rDVwa3oM5Z/ophHIm654557dsI1AXtW2/7bce6U578YRU31hcLy7gRLvy+CPWNPdZ/1xNffkXiOnMtOrkG+Hz0iqm4SDrqudobxtW4jtwZhYPFqDP9dHS7rSpR9+/37QxAe0tz35vRbES+cq8/1Y/j0mVXPxfh+p+UlZWPxP73uPyJdYiJPwV1Xjfvv8Z8bakmWHMU89ts+0pnEYyn2/o/8iZ2UMDg3MuujHXyY2AieQHjJsBI6X01fidv9PTHgD3qrmufck5h/+RRa1atcxH11ubdRQTa17d+A/dvrLdsGzvFLiB/G73k1yohr7W/pnXFYN8THEp482MfMzdrwV72kIIpbSGTHrRfcVao27xOYxTKD2Qgj38eWBr4F+22DOvLCUTeAPHaAvQLse6qaD7qtqFVbvkqyHN+h/RJA9R1I0eDws5hP/D7T48gHz5XM7oRwBNHwU2/aQ811B2DfKybKxYAWRaFbhdDPg4I3Mzwxf1W8/O4iKAutejRMBZF/XguyNN9D/Jnk/qggVYO2nmxm+HgC/TzxERjLOrF4bySB4qI7WdklZSxP/p6oTtaHb+Lfj2q6oj9z+EVf6cu4n0/st0ZbUX8Gj9lmobrLDO8HGGD7w0ntEoWo74/ffsnpYz9Vi379o3XUAd/dE90N0A+Hn4+3CeN+cEC8/ZLXF97puD7HbT3MqUs3XDU/zxH13aPtGG/Fvy4Zk0vBVy2a68192M82Ovfq8Y43yxzSvAvxv+I4aOk1d2Yx9SMWt07sY+IL5UUWgCMMHepP4joXnP+49ke7H8Gygw9f1JwVXg4JgDPVW/twfN4APNk9o6QN4PYT/OELBZCzJna55KJz0NyBSwiRrDeJh3SuziOuiFZSy0Fx3IlOX18mM+sxo+tvozrCQo43amYxDrP1bWjZYKCictZakM4zz8vT8gc961LefQiAL9n4Z19f3cK7XbGZPzwLwp2Sq38JT6EeeBc45s3Y6gnVwgEl6PdZM/UGfLUUzDOJb9kP56f7ZfwxLMfWNeOe9Zqf8c+c9RlozquKxlDthahPbujHJvlME/EyWqYq2A/77WB86rpAmDumdNzT4KwrirUPDiM9WPVZtWZ7Rh3bw/cbvuMfc2nAa7OxgjsF9fmjJ3FuLx0/2Fg0lm0c4Sp9XdE+Lni52vMqz8TDpPsqGPvcM6NaZphHq0TXD+yk4J15+DekcNYf1qFlw5hPk580/tuH+ZjQ+TJCswPbit1/Z8dx/5QOy4iC/XXRX0t2W7UvZ/8KoeSDmK8a57I3GGK/SfGayrWy7erG790W2Ffq7dDfQWu7yYd8WG+P3qf+60+t5eEzK9Tf4/3kdCerqrX/4cEweq4gBO/SXB37LqxfYyEAexTTFEPnMT7f9z+36Pc0ao8kz3YZ8eynfqJ6Oq9kWca9bxg4I0eI7TD6uVeGbHYBzH3pFbabsD8p/No0Y421HNRmtmuXSQsTxW09vlBwpYlyYJFX0nY0xn2+FAmCd8wD5Y9IIGnNWfQiEbCSdXIffcIEmp+beVRoJNQhbozmYn6yjrapTaeBOk/EdlTT0kgpp9ZGNWRcKfnPUOxmoTn4b2l97BfZPi/r1qSSMJa3qfx5ZEklNY9W6bnibpd/NkO7YskiP/y2VrgT0JH8EjvNi8S+u8cH93lR0JZx6Vlm5xQv9ltCbpiSUJUyRN+zxASbOb5dO2/x9m6/GM87tj/xm+2HjlDwiCnk/vf8+jHjY4DlwxJWMryqXBsMwmPBMo9zo4T0Ja2dU1aPwE/hiEssYmAxpxL8vGTBEzySqX3LyJB6/OxBzIdBHBkmw+4viWg58Kz8vJ3BAgrv3TaUk8AbYvEjdt1BKwq4g6520XA4M6Aox8QD9d3eYn1ElArkxgq3UrAMF9laxo+bx4UYXMoJ+CN3HI5HfwO/gqUJVUQUD67cvxzHAEBv0JffkwhoChSSvwJRQC33X6p43QCDMLo0o4vCVh2SXrtx0YCMlW8x7ZPEDArPuJjgedNmf99+cR/j0PL7xUGjuB+csrRfXifHq5c5dvfCZA7/Hvy0xABO+5GnPjFizq86xSP6SYSRD7q+qyRJ2HiqM6rqXUkFDpcm5aUICH+U2cDpxQJLz47phiykDCssrboySABvhJJfMdHCZAOKI3Pm8F9IpYeHv9FQJQzR1rhHwKmvsRpnOQiIWXdaeWcNST0pWjPfFJGzGYIXdpHwq0A5dVtmiTM3KvhVsD9uZxdp/dvJOHUHqsx6bUktK03Bkn8blxWdebJejznm5ElHmLI7+16fOF8yO9/pwTS0H4JVU6RmvwkyKrlmPLhPGGsH5ELgJQ0s7hJgYRkiwOmY9okPNlfeLHkEAkjo3xiF6xJCDtx+pumKwkPONc9JnxJ+Prub8PbQLznuMy9oCskvBNOTJ3C54/E34R+w/Fr285kzSgSlF5pMTlvYB7bsJOcjCFB4pNScXosCUaec4GXbpFgd/ZtHe9NEr7nJHx5inEydO1v6GkjEpoyrFPjtJDnjLzcWF28v+LvcXYzEnaEW7WE65Mw5rbf3uIwCVI6Z3RrD2BenFtqdX03+pEzFX4hnv3M2tuyi4QkptSJJkUS1FxsrxNL0F8BUx9ufkB/vr68KqSYgEjkU0fRf493jWz2rCMJsH3vXbkkmYCvc+t/WCJ+t+13uHOPgM4Vl0McET1sm63LMe5KYy9tasd47EokEzM+EvDIbPmY1jcCTM5uPJjSjt918X353kLAHuz7Nw0T8O7aJYdXbJj3uo9ZjU3h939u3G+YmP+7gXohiT4CapJfzkZgXHxTNGhMFifhIuoEW1xP9hynruQVAgTe+FR/RBwyVrB74IrxXx9f22VEgLZN7dkaDQLCRRzW1PMTcMmo+eEIO46jNBWuTdJgtf8qulQhDZ4K3jbvtaPBpVmhLUv5afAieZvFidp8SAp36il4/99jPGv0/onz+dBdYpJ4QzEfhL72/arjyce+sSJ2ZHc+1KmshQPu+XAv2bRIipYPJ1fWSvr05QOFej8Zz+f0PTF4Gw8N7OHsUiURGtwuCtCVs6SBP9ZlpZp8GLt07vhty3zo/xTzI0o9H77v1L55ZHM+nIPnUuUn86GYo7JQ6HQ+7Ob4GDd5kQbsjX1Hfpqgfa4yhyqBAJ0kB+VdmwigWutYNg/S4G8md7JCBQ0S/rGvEHShYR9ZfqDzIQ24UrivmjrRIEz8DbdqLj6/dtY68BGOj0roi8bQgLnj6BWHZhqY37vfmDpGA26Mz7oFQGsjwqV5EQEN119Lr1mOdaFwg3TcRgL4DiY4blEjQMFDJYlrO8ZJf0ky5yoCrNyJO9+XEZCU5PxnRgTzK1fcaT983hbP8tBPmgA2m/1sVYjOFu0rw9YQ0L/43szAv/n/18Un70Q3DYwzBRgTH2igu+/gcv8eGtyzUqy+1kqDnu85ArYZNOBfL6IdkECDs77bm+6iXeJ7t6UMV9LguF3eU7MSGvhF3M6ofUGDqp+u7ygmDTbEiQnczKTBRfm8R8P/H2DUtzZtm3gajJ0QGWYG430+Ke177U2D/episOkcDQ5xrbp+VIcG8p3n6adZaHA1QdN1/v+hqXBbXSC6mwYP7WZ91ffTwEz04mdBUxoIOp1x8XemwY9E803P42gQSzi96H9PA68eZ42nv2hwQi84QnCGBm9XmdYcFyOAXKrZUq9MgNCVK9bruTGPNO32yZ6jwRDmyWPohw2XdA9fGaFB1tvDs7Xoj50quqyD4gQkLsrQG7JEHWCdfGmZNwH7K+8X7PUnYG6twt/oEAJehtrz8rgT4MQsTPE/TYCmZGSrKz43vCVALMb8lR1x70L0AuCm3DCq4RYBjOpP0+99CPiQcKtCzo+ArVlzPAY3kIf6H6J+RyHP3uZve+JJwHVlw7jdkQTscrS173pMQPt5naQWxHeGATtdEXkfnTG/c4eA2yE3LSxyCbA88CNqMJ+A8S87dC8nEvDxX9Uhtfm/B7x2e/GBFwQEfpCV5LyIcdB5flvwTQLSvp3qK/+M37+sLluHuuM6rftbAeqBu8rKytKzBOSbTfHW/SVAUuLPHtY5AjhjdrCkoh7i/b0o6CbqtSfXH8zkcpKwP+BdRzrm61V7d3g0YV4OWHw2XH8H1qe0vTPK20g4P//ztQVA326Zj/JbSGiQHXcsxjo4HWTiZSNEAjdN5dAQD9Z9SZvPf/D5otaPKz+gTuGoVUqkCZJg4ViezLeYhKtVTkInWUm41pbFLv+TAKa/6vWbA6gHz60WKxkjYKT1S3kH6qLJ5NLifQIktJ5wt3dnR32xiw968N6PBrc6/sH61GNbw/Ia9ZmgG+fPSbSbn+zi8HdLSQjadLrRT5YEocw0PzN1Euq5jHct3UCCgz6vjf5BEjTX28afRN3099NHr++rSeCVDuHzlUb9YLv9YwXqq4ebFU+X4vftL/JpL1DX1SYx9J+hfa/P68UFwIfeNNfn6Lc9Jotu2juQsPlKyuJM7DM+fDHPzS5AnSl03H8O+5n1WG9DS0hogUuPHjSQ0EnG664vJ2GZ2Xp9syISNO4uYW/F96/lprSM+0k4DFq9NYspSG5uOnt5Fuv2nUZunjkSjg0rBuSzUKDJo/ty/z8SVl1PM4/moCC/W0FMC58Xv7LmDsF5sXOXVnJNot/fuf2sHMF+K8z1b0MnCX77on9OjmO/cYa8/3IFBcJs320eilPgUe/c9g7Hu/f1reYQw35aKHtgaCMF3/eu/NOEfR3cm9RVVqfgyuujY/waFJT3zGQsWQBc8caqu0eRgtiMCcezIhScmqRGi/F+K6R2r2GgHVzs1CqdV1EQsSf1oC3OX+apXluH/bXDDoFNtpoU3Hw3IRC2gwJPtjzzDOynlc7XWyxDLJxLePMY1zVs0Os0l6NAaJmrXoYsBc/ol2elcb0o/jcVjkIUdEb8lR1HOxzznazY9hd17lzTbZda7NPY7e+fbCLh5zc+9e3NqIf7X1w9gyj6O4mXC983RbwUffadhPIaFlaJRhLYv3zZUPoZdWrFknPJ9ahPQ1Ydu4F9624Lse69qIfdqg7YbcK+99IpvXqTVOxT538etAC4ZXZDrdU8D43Cs75gXy7d/ENbpI+E/FCpSwmj2IfYmhVMDZGQTW3bfXsM80GqiUQg8oUjtEo0DPmyWeLPK59e7FtDZr4uYaWgXVSq/yby67rg2ydJohRU/WY0V0shj3hY7CXXUdCKen0O+bTsUkXGYgkKWtbxX3VbQ4HCSb/NvejPjoS6LydWUljf79e1W+P8grpvNFsKvrJ3etyc/z1Vz5XD2espeK5qw/zJT8FfTYX1bwQp2CH7VewENwXksWvblPC5XMOPDaXor0vPCzu7OCl4626/EZAfRX0snM+EKYibj88FwB1sFd4tPBTIBHBucUY7aD0mLD+j3bYo7cjP+/W/fAiXQDv1mXjVb8D716Q8HWtC3lX921TyW5KCpgLX7la0W6LEIQtFxHAVtY7HKhR8yhJp/nGEgpBve14tR/yQH+7XgfYwjG5P7DWi4GW1V9ARG4z7pOC4ZksKSpfT1ptaUTCl2DARZEhBDo8okWBAwXsLA7FCHMua+PW5HMP9UuumQo5SwHozzvyKwfzv3wKUHZUp8P+zp8QW4+LbP75vHgcwzli0XlcdouBCsY3+rzMYB0kzbWud0b4jD87muOA9XiWIZS8APrLfV8B3Hv2dHdv9x44CCVbYGONAAdu7k5173SlY+y9vxtqDgqsplvGm/hTsVfho+9xj/t8NPSrXvk5BVof4Kns/Cnjkv0uZ4fOeZ1WvVgdQcCurOqg+jIIXcVnMC9EUPA0MMjyAY/UbtYp+1/D7dGPl4QgKOKdXbKElUnBCdNnxC7cpsHDZUGAQQsFshb7dYdxfI6ZLf5k3BcM/1QO6z1Fwt338jcpV5HFZx+Fnd9Gvt44b8iBqFN8XU8f8IzrqslEDsbriRu5iC5w/OGKefpaCcWPXidd4T943YiZhyPcHx7vrAo8vAGL9e4D7flSKXcrEcbHVNiFP9GdksKzqBN7ndK1N5BDeu62fz0cxCuOpYFCjK5yCMGm1NZWeaG+7zOMSeF/PHueSDPR/95KSJ1t9KeAOMtLRxvPHDtg3FZpToOWikRR5goKd677oKqG/HrDoBbc5UmDFt+KdDH6XJKQskIbz9YYyFIwwzuew3m/Qp0A6MPJ5zOH/N47fR0GFu326rwLuSxSIbcc6s2Goy7cM46H1b0V8N/JRJT6s8Sry2cZir9AsxsGBsWZhF+RJyNqWzvfIZ3HTVoFEjBOvo9tplQuA2dnj35QxPq4O05Ibt1OweZH51hCsN/Z370g/QjusELRYdwXj8rWgm6u8E9q3lTW0P4aC2zVTuxZnoB2uHz27kUR+LbL1esSgwNfX96wJHesX6fyVeEeB6ZxiSfFbCvWWitCpagoeMtqS1N5TELxu3brvNRQcibta9bQR7TvRdOFgFQUNPHva/+J3Rn+8BYrr0H6trmHhXzBerV7mGXRS4Dck5LS3B+N5b7Cu3h8KfGiajeZ/sT4mctzKZ6ODYLh6nh0PHVTPpmwwEaRDoW4lV+wKOvg7FJWfF6EDo/7TQ1McC4/V651cADRt8d3WvYYO2s8ns9ZvocPT35/ARZUOSa3PPt1BDPfxuMWPz9WTrx9okqODr+K605z4HDznAk130rG3J+7c3EoH9wcDtLsKdDjvsSagA+dNLWtwG9tGh+pW4aWianQwY/ouZeJ8sWcRpZbaeN/qDWdadtOh/cHMHq/tdLhsNbRd6RAdUlPW1gkb0UGy+bqB4RH6vA6uKjKnQ+65nQG3TPE87cYFZ1zp8P1Fvsr4NTrM8DyViAyig+ebUFN5X3yf37ml240Oj1SYQcG2dBA/P1wUaUOHx0cTR05b4Xp473WWC4c+4zIrXE7TwcQyuPbiOTrs3aKUweZIB497NouXXqDDoGr/2hknOnw+NvirW58O0RxrXD4cRjs1JzwOM6FDWr1qjKMFHZRubNnYi+fV/e57zBvvH5F6bb0h3j/3xWHvVmM6BMurFVnq0SHxfcnjq4jJTaq0kaN0+GnTw/hpT4e+0JoDt87QYc/sYkcxLzqMewinKOJ5VKqD2zbhe+bdkuV38Ty3iGqpcU86HMq//0UnjA5ujotpFtfp8EzF8iaXOx1G6+5ebMX3nZFyx2+dosOuFXakD66z/8r1dWP4XIw/v3CTMx2yBOTzWi789+iyeOP0frTn3iMFh7vN6PBL6qUsK/JiTib8zF1rOhj+Sk3Owns6likyBdH/3LGSb1m86f/7d1U3/ejQvMXeJuomHUoP7rTcE0OHb90mZS2hdNhpcPDLJQ86PMziv7Mb7a16Pcw1+Rgd/uVyv5FAexfPkHqmuP7J2sLr/nZ0aMWS7Yn3/jvluSEF+RfQQFudhn6Ui7Na8wjttP4a29pUHzqETpUJBwXi+9vMnJm7dHi/eued+kcY14ynH/mfIq8fptwUzqDDMtsXg13JdFA8fXDn18d02OQp1qcVSwdRX/1ps3t4Llqlp80C4K3DqTx99+lwbb/EQHMCHcr6vq9pxXOoK6iYi+O5fAY61bqzMa5ec3NsodPhxQ7KMzmVDhK30v70ptHhyJotjIQkOrRN32WE4LlzDKb6FRFPLkpa3JuI+crX/q05zpeJs0royqHDK7R7OoHx2eQc8PYlzvv+b6Yf17VRmOYZfEuH520NCm0teI41bdVDbXToTvtTr/SVDgNZcbOrv9HB+N72ljXteF6hUT+xbjqk+DzYnthJh9VxBXef/8TxpbY/I70YH8eerD7ZhX4YbK9Z/4MODg9vD0hN0EFq+O3+hN+Y5+b/v/gFQPaV+xkbFjHgzu4nD4wFGfDxhfBzMWEGrIta8TqZkwHa8ltm2Obo8ENT4YnAKNpFRn/o8SQdhhrslC7O0OGBl1CB6z+M1w67iwQHAz5onFo6jM9FsC5vx3tdmfwmEfedDmzrhFc+HaDDk9CywMZB5LG7nFUzjlXXv4oZ76dDgdnlrBm8d3jDtn1mLAzITR1s01/CgBrXl3ccVzLgXuY3pQ9iDJiuiJyY5mIAc3RTwCSuu7TvnWFVIR06jtdl30Q8kPKrzZpGhwx3qRXpmA9SLraZu1zEevHrcUsC5lEx5y/kb8yrJnh/+eP/PSqp6LJ24D5sa2u+NJ+nw+/fbEpPMU55s1+lvcE878bfLi91hw7HHix+2IQ8FUv1jOMoRv7OLu5rLaHDEq3fZnbldFgV9PHcqVI6nNY5IluYj3akHzW6lEIHPp2KEpGHdJhYZS2sinx92fxXRCQX/bLNz25ZFuYJy9hj21/QwaD1xCJe5Ofreos9h2rQztTbnU5NdFju6He44wvay/vvgYYROtilH7pwBfmZyn+g/wqJ/MsMWz7+Hvfp7LvDjvNeLb124Wg9HSIrpdbnfsZ41/Lx4emgwweaa2n3OB02fCc2GCJ/dtZOHtnP8t9jgZbTowN/Me/kaHlr4j7r3CPPvsOxNHOZOd80HWreusqU/MF8dUlUS/QX5rM13LcEkEdhVU5CWRhfa11PEveRb6HX3JJDkGdcN7gv70ae6q/um7orxYDwlEfyIZsZMBt/5nM8YuyZ0I16CgzoOpf8knsHA7yCU6PX7WFA6qxXv4IaA6QP6cfIAwMCbSWcO/F5mqgNybaLAZYVn1cP7WVA01O5NzvUMY5GpOsL8Lle+ajZR5wvu2L90/BDDMi/nEWKHmFAVmTZ+rTDDFDP2Sh8AN+LBn+JE9jGgOw56611uH+Jvb19+QJg0ch+eqwK3pPlue/z3QzQmBwtpKsyoO+UtdUjWQbo5N8/WinPgMw0Aw4vRLHQyJoLWxlgIm5V81WOAdWX2KU+b2AAp4fRdT20V+uPHRGjG9FPik5MVx4GiH90SRnlY8DaR1vCLdF/0zl2N0swHwRfeHJ1lpUBazYaSQgg76S0/WR6h7GuR5kwWqYwTgMeND9GP3YYPv2xAf0qvIjc9HUM/Xvs8M9KzCOWWacropF3brr+uSw9dNCUO5gviH5OaVzN/Q3zroL+ychbuF5GwTMlGuaLklPbcpM0GUBGchFxGgzg/zXXSF8AzHoZNeWB+PPGpqgE9Pezd5dy3dGujmoPaXVo58bTr1mC0b63y0y79yOfMld4FCWhHT9sG3+mJIk8qrvWZ41YfP/wnSHEed16H+3rV6Dp0YX+mpNdecdUmwGn1aafDSKWmd6z/6nFgMHeUt5SvB+/UVWUDz73+KzpU2nAAJG+PrXMAwzYa6sU6Y3z9Nkyhdv1GMC4EbB/EHk3SMbrshkz4KnRP+3LxxmwRLTHudeOASOFuz3STqN/VoZUdZzAcwhLBMeYMGBqJfunTlw/REdN8zvyM9hI4sUk8j4P9Y313v8en97MTQW814j2yrgh3NfYYVq4aTsDhpM7ZFz2o90O2Xfa7mOARG19OgPf70bdM432l/Y+aaaN9p10+z4kiXG6q6o9nWcFAy4FKK/2xzoabls4+Qj5dP3aB9FOrCMUM50tQgT5e5MxwI7oY6Mm82cTA4Z2Pg2ikM9xZROD78VxH7+Y7cPoh2OvR1Uv4brTLjPeQ+jP94tpJ+rxXNxawoUfd2LcsjY2Shsx4MAJqxUijgwIO8wReOs8Azrg0ipHN8wHm7JkaxGnLpuzM9G+kXmPhpXw/JP2Neti0G8mfxu9MxYAK7iP3vdAv5fliJN9VmgvSf0aCwsGXHc8VOaG/q/ilO3Kmj/PK1rBTnx/e9m69ovIB5kDVz7KOzBgdYhf3exZtIv4yJQK3mtJm9jRrpPIS/oZy0dnGLDn1UaTch8GbH9xzITrCvJOUNLsfRADjgSc72+/iusz+5f9uM0AzcBlBjLBDLDmFDtWEMKAHN+g7JhwBsgRVk++hTKATSWZBpG4n1T83cdJmI8+/w6fplB/hE2rlzEZsGzgouoDBgP++c8wt+KYddmzuMp8Bvyt+S7ui+NDDT+ernvNgOhQ3+dL8Luv8/qb/O/xxzHHeqDj+bT4UxvwPEnbHDSVcd+RHsb9VMQZy3HDU3Voz0dqdWfqGcBVHbcoBMciFysWX/iCfLoiac/XxgDT6RPBhd3IB3ntQ2OfGJBx1nSb8Qe0e2D97mUNGK9zf5mx+N0P1P/G7xkwsftZm0wNxscJju4v1QzoVNmTWvMG82xD8fQsfie/tn+PC67L9sSaYzWu67d+VfjgDANcT528GDvMAP+SXR8yEbeIRHXcGWRA4tS/1kQc82V8MtXoY4DtdTvt9AF8vzdKpnOMAQ2MR5Eb5xjgW7crxpeDCdXI1wMLgDrOv+O52JhgFjncLbOICR2l46/NcF8Ort4PnL8Z0DYWdLwWn7PTtxUmrmWCiGtuMuc6JhxybPBv2YCoZGAyIcUEVY2pjYtwfMtbsqx2PRMGlyyJKuFkgrnhZf5xdiZszjBW5kPUM9ka83AxE9ZtCVj+iY8Jr6tCJ4TxHI6Ph9Mme9EPopGFe0cxnn2XZXVN4P7fbS7uwrH2ZqG6kh+oR83CwrjQDzsDT72crEC/q6h19KN/PvbIK42/Y0AMR8xiXfSHmqh2z21ErSNftuZ8wzr0vJN/Gu0rG7opSmYS8zB9dUj4AuAtub6CmD8MUD5ec9WVlQmxfv73gYcJnQx2vUPLmOAW3G4TKYjP1/qf8/iH+VQyiDUd7b9i25+Sc4jZWQbSa1mYoO+0ZA/bFAOcz3BwbpllQEpsU6IO2o/dx459WpgJl4JDn4ugfUdDx9zscN5uSs+GwP1PyTqwdgowQcrup6uGEhMMQie5vZSZMPe64qL9LiYYuiwS6t6NfjZ2VMrQYIKRCveoMo51zojJZG5jQiZ/asclHMtlFfi4aDMhWJQ4s1ifCdzmxytLEbnm4kXIw0z4GCaT3neICaUbi1a5b8fz/zSi71kAVOVXEP+wlwnnKu/vNNZlAintncPAcwxt2KnWaMgEC0eNRfI4ZqckL2w0ZwLvJe6CWGMm/Gtn01fF+Zqi+s8N8H3/sx4peZw/23Lhmye+55YJ8LBXY0IQ7/DYvz1MuBa37kgNMOHHZYO9uohOGz+++q2JftpWvlNTD+0ndPm0gC0TFmV2HNS2R7syJ11OnmTCaUUrxfunmKB4NcK/5wSeY3ZRSukxJqi/WSfqg/Z7Y+JV/xr3NRsI2luIz+M2ZWVKmjHhO3vOhftHmCBYprhj6UEmNBBdF3c2ol5xmAP5FMxjcnmPnBcAT93V3j5ZwAB4XNathXnowK+tYYD5xj+uwa4M46xFZ/ih908GqLSP71+B/BTqyT3CiXksM3oRkY18Y1XxdjNqYsBlR0k2KMY6pqYuLVrFgH05cOIDNxOevXH44vuLAeu3bqsqxTzCXvhpG52XCU0CQ/rfxZhgrHzmjIAcE1wdrLaFYR4IWGcrcW8pxsUJjbbVGBcmhvWfVi5HfmUxhPbLIP9qKy8lSDOhIl8hfyvmSQHVmoKZj3gPwbAiWbTXtK3wvgisN06xylcFUhnwtsRdRaoD69/D8xcU/2LdPVqp8xrXbV4SVMQj9N/jk4wHiXuWMMHhVPbkJoxLMdndwI758ecvyRXmEkzYFJHm/UMVebyd87sL8sD5bPTWvej3uuk4hzLkwSn/oVYB5Ndxv97Aaoynidp2nY84z6a8ZO4rvj9mPWuxA9//c5pW3oU8JmI4ozwtmBC1KtmIRB7zsAgkNSB/+mXfme5bjf6peXSxHe27venvnRFFJsTzxXEkYfxzmP/rCVRgQt+ah0b8ODaSqeyUxnPU7lAacDTFdX2tHm61YkLkk0ijbORzR0Az6wM7zAujOYZagZifaTtSxaMx7wxHCHBcZ8KLP/5nX17777GGtX4g5yETlj24l7OPYsLuR+FxsUV4Hx/2lMPFTLBPLF4aX8KEHAMznx/vMF/pBkcEtGA+WGFDbviK5z4UmhL9BfNtOVdhbBMTCpjVZZKdTCjWlf+6e5gJ3Y1ysuM/0Q8f17zvG2ei3hfK/DaD+/mZs99BzLndTenOYd44Nwy5OD/2najR4h9MWJ3UkfZjmgkn3+XF+uL3GvbqEfI96N8PKbGMBiaUTa8cTytnwr0EeYfzeD6tu9M+po3ol5WD1UGIvl08w36f0D/GX4/n1TPhw1qvc9x4P6VOiZPLmbgu+9U7Txj/PRotenc7sBDz1FqHE1vfM8Hj4zPVX6Von6N+YZE4fmpPrvSoYkLLfj+Z32VM2HIz2nwPYn/9EnmfPLRD9/jpy7FMkK7o3mvkxwTh/1kHU+3Fll0O0jOF+8Kadzl8SVV687R0lwMA+VVAwoDNAAA=\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"BBANDS(C,20,2.0,2.0)_4_2\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"ohlc_low\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}],[\"ohlc_high\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[6576],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7588\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7589\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7584\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"equity\"},\"line_color\":\"#1f77b4\",\"line_width\":1.5}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7585\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"equity\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_width\":1.5}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7586\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"equity\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.2,\"line_width\":1.5}}}}],\"tooltips\":[[\"Date\",\"@datetime{%c}\"],[\"Equity\",\"@equity{+0,0.[000]%}\"]],\"formatters\":{\"type\":\"map\",\"entries\":[[\"@datetime\",\"datetime\"]]},\"sort_by\":null,\"mode\":\"vline\",\"point_policy\":\"follow_mouse\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7949\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p7689\",\"attributes\":{\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7686\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7525\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7526\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7527\"},\"data\":{\"type\":\"map\",\"entries\":[[\"index\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[548],\"dtype\":\"float64\",\"order\":\"little\"}],[\"datetime\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[548],\"dtype\":\"float64\",\"order\":\"little\"}],[\"size\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[548],\"dtype\":\"int32\",\"order\":\"little\"}],[\"returns_positive\",{\"type\":\"ndarray\",\"array\":[\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\"],\"shape\":[548],\"dtype\":\"object\",\"order\":\"little\"}],[\"returns\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[548],\"dtype\":\"float64\",\"order\":\"little\"}],[\"marker_size\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[548],\"dtype\":\"float64\",\"order\":\"little\"}],[\"count\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAC/9WVMQ4AIAgD8fz/n12NYUCjUAcWBGwLhGZmbTEcX4aRjKGKZwSDp4UX2wU5I6Df/M5l7NHe7PYa0ZklYWdJ4EpBrZ0/eyCfT/cVoZl9easQ5EWRTie1B9jIxqiQCAAA\"},\"shape\":[548],\"dtype\":\"int32\",\"order\":\"little\"}],[\"lines\",[[17.0,17.0],[23.0,23.0],[29.0,29.0],[57.0,57.0],[57.0,57.0],[59.0,59.0],[66.0,66.0],[71.0,71.0],[101.0,101.0],[143.0,143.0],[197.0,197.0],[201.0,201.0],[233.0,233.0],[238.0,238.0],[239.0,239.0],[245.0,245.0],[249.0,249.0],[273.0,273.0],[275.0,275.0],[290.0,290.0],[321.0,321.0],[323.0,323.0],[333.0,333.0],[365.0,365.0],[371.0,371.0],[374.0,374.0],[395.0,395.0],[401.0,401.0],[410.0,411.0],[413.0,413.0],[449.0,449.0],[455.0,455.0],[483.0,483.0],[484.0,485.0],[497.0,499.0],[527.0,527.0],[527.0,527.0],[531.0,531.0],[539.0,539.0],[542.0,542.0],[573.0,573.0],[575.0,575.0],[581.0,581.0],[603.0,603.0],[605.0,605.0],[608.0,608.0],[611.0,611.0],[617.0,617.0],[617.0,617.0],[653.0,653.0],[658.0,658.0],[662.0,663.0],[693.0,693.0],[695.0,695.0],[699.0,699.0],[707.0,707.0],[731.0,731.0],[737.0,737.0],[743.0,743.0],[746.0,746.0],[750.0,750.0],[752.0,753.0],[773.0,773.0],[773.0,773.0],[791.0,791.0],[815.0,815.0],[821.0,821.0],[827.0,827.0],[827.0,827.0],[832.0,836.0],[857.0,857.0],[869.0,869.0],[875.0,875.0],[899.0,899.0],[899.0,900.0],[903.0,903.0],[911.0,911.0],[917.0,917.0],[920.0,920.0],[941.0,941.0],[947.0,947.0],[983.0,983.0],[989.0,989.0],[997.0,997.0],[1001.0,1001.0],[1025.0,1025.0],[1031.0,1031.0],[1040.0,1040.0],[1043.0,1043.0],[1081.0,1082.0],[1085.0,1085.0],[1087.0,1087.0],[1088.0,1088.0],[1108.0,1112.0],[1121.0,1121.0],[1127.0,1127.0],[1151.0,1151.0],[1153.0,1153.0],[1157.0,1157.0],[1159.0,1159.0],[1160.0,1160.0],[1190.0,1190.0],[1193.0,1193.0],[1199.0,1199.0],[1205.0,1207.0],[1247.0,1247.0],[1256.0,1256.0],[1283.0,1283.0],[1289.0,1289.0],[1292.0,1292.0],[1297.0,1297.0],[1325.0,1325.0],[1337.0,1337.0],[1367.0,1367.0],[1373.0,1373.0],[1403.0,1403.0],[1415.0,1415.0],[1415.0,1415.0],[1421.0,1421.0],[1442.0,1443.0],[1464.0,1464.0],[1466.0,1466.0],[1481.0,1481.0],[1484.0,1484.0],[1487.0,1487.0],[1488.0,1489.0],[1493.0,1493.0],[1493.0,1493.0],[1499.0,1499.0],[1505.0,1505.0],[1529.0,1529.0],[1535.0,1535.0],[1547.0,1547.0],[1547.0,1547.0],[1550.0,1550.0],[1567.0,1567.0],[1574.0,1574.0],[1582.0,1582.0],[1583.0,1583.0],[1587.0,1587.0],[1589.0,1589.0],[1590.0,1591.0],[1613.0,1613.0],[1631.0,1631.0],[1634.0,1634.0],[1651.0,1651.0],[1661.0,1661.0],[1667.0,1667.0],[1673.0,1673.0],[1697.0,1697.0],[1703.0,1703.0],[1709.0,1709.0],[1736.0,1736.0],[1739.0,1739.0],[1745.0,1745.0],[1745.0,1745.0],[1753.0,1753.0],[1757.0,1757.0],[1760.0,1761.0],[1787.0,1787.0],[1793.0,1793.0],[1801.0,1801.0],[1818.0,1818.0],[1823.0,1823.0],[1826.0,1826.0],[1838.0,1839.0],[1859.0,1859.0],[1871.0,1871.0],[1874.0,1874.0],[1877.0,1877.0],[1880.0,1881.0],[1883.0,1883.0],[1907.0,1907.0],[1913.0,1913.0],[1918.0,1918.0],[1919.0,1919.0],[1925.0,1925.0],[1961.0,1961.0],[1991.0,1991.0],[1997.0,1997.0],[2003.0,2003.0],[2009.0,2010.0],[2033.0,2033.0],[2039.0,2039.0],[2045.0,2045.0],[2051.0,2051.0],[2081.0,2081.0],[2087.0,2087.0],[2093.0,2093.0],[2117.0,2117.0],[2117.0,2117.0],[2165.0,2165.0],[2201.0,2201.0],[2203.0,2203.0],[2207.0,2207.0],[2249.0,2249.0],[2255.0,2255.0],[2285.0,2285.0],[2295.0,2322.0],[2327.0,2327.0],[2333.0,2333.0],[2345.0,2346.0],[2349.0,2349.0],[2375.0,2375.0],[2409.0,2409.0],[2411.0,2411.0],[2423.0,2423.0],[2425.0,2425.0],[2429.0,2429.0],[2447.0,2447.0],[2453.0,2453.0],[2453.0,2453.0],[2459.0,2459.0],[2463.0,2463.0],[2465.0,2465.0],[2471.0,2471.0],[2474.0,2474.0],[2505.0,2505.0],[2507.0,2507.0],[2512.0,2513.0],[2517.0,2517.0],[2548.0,2548.0],[2549.0,2551.0],[2555.0,2555.0],[2579.0,2579.0],[2591.0,2591.0],[2594.0,2594.0],[2597.0,2597.0],[2633.0,2633.0],[2633.0,2633.0],[2663.0,2663.0],[2663.0,2665.0],[2675.0,2675.0],[2681.0,2681.0],[2684.0,2685.0],[2716.0,2716.0],[2716.0,2716.0],[2741.0,2741.0],[2747.0,2747.0],[2762.0,2764.0],[2783.0,2785.0],[2789.0,2789.0],[2795.0,2795.0],[2804.0,2804.0],[2838.0,2839.0],[2847.0,2847.0],[2849.0,2849.0],[2867.0,2867.0],[2873.0,2873.0],[2879.0,2879.0],[2885.0,2885.0],[2888.0,2888.0],[2891.0,2891.0],[2913.0,2913.0],[2915.0,2915.0],[2919.0,2919.0],[2921.0,2921.0],[2933.0,2933.0],[2936.0,2936.0],[2951.0,2951.0],[2953.0,2953.0],[2963.0,2963.0],[2975.0,2975.0],[3005.0,3005.0],[3010.0,3010.0],[3017.0,3017.0],[3041.0,3041.0],[3047.0,3047.0],[3053.0,3056.0],[3079.0,3079.0],[3083.0,3083.0],[3089.0,3089.0],[3101.0,3101.0],[3128.0,3129.0],[3131.0,3131.0],[3138.0,3140.0],[3143.0,3143.0],[3145.0,3145.0],[3167.0,3167.0],[3173.0,3173.0],[3179.0,3179.0],[3185.0,3185.0],[3209.0,3209.0],[3227.0,3227.0],[3251.0,3251.0],[3253.0,3254.0],[3263.0,3263.0],[3293.0,3293.0],[3305.0,3305.0],[3311.0,3311.0],[3329.0,3329.0],[3332.0,3332.0],[3335.0,3335.0],[3341.0,3341.0],[3343.0,3343.0],[3353.0,3353.0],[3377.0,3377.0],[3379.0,3379.0],[3398.0,3398.0],[3425.0,3425.0],[3428.0,3429.0],[3437.0,3437.0],[3461.0,3461.0],[3482.0,3482.0],[3509.0,3509.0],[3515.0,3515.0],[3539.0,3539.0],[3541.0,3541.0],[3545.0,3545.0],[3551.0,3551.0],[3563.0,3563.0],[3584.0,3584.0],[3587.0,3587.0],[3599.0,3599.0],[3607.0,3607.0],[3635.0,3635.0],[3641.0,3643.0],[3671.0,3671.0],[3677.0,3677.0],[3683.0,3683.0],[3686.0,3686.0],[3689.0,3689.0],[3692.0,3692.0],[3719.0,3719.0],[3734.0,3735.0],[3773.0,3773.0],[3775.0,3775.0],[3795.0,3795.0],[3797.0,3797.0],[3802.0,3804.0],[3818.0,3818.0],[3887.0,3887.0],[3893.0,3893.0],[3898.0,3899.0],[3926.0,3927.0],[3944.0,3945.0],[3959.0,3959.0],[3965.0,3965.0],[3974.0,3974.0],[4012.0,4013.0],[4019.0,4019.0],[4025.0,4025.0],[4055.0,4055.0],[4058.0,4058.0],[4061.0,4061.0],[4063.0,4063.0],[4067.0,4067.0],[4088.0,4089.0],[4091.0,4091.0],[4097.0,4097.0],[4100.0,4101.0],[4103.0,4103.0],[4109.0,4109.0],[4109.0,4109.0],[4133.0,4133.0],[4145.0,4145.0],[4152.0,4153.0],[4175.0,4175.0],[4175.0,4175.0],[4181.0,4181.0],[4193.0,4193.0],[4195.0,4196.0],[4223.0,4223.0],[4224.0,4225.0],[4229.0,4229.0],[4229.0,4229.0],[4232.0,4232.0],[4265.0,4265.0],[4274.0,4274.0],[4277.0,4277.0],[4319.0,4319.0],[4343.0,4343.0],[4349.0,4349.0],[4361.0,4361.0],[4391.0,4391.0],[4403.0,4403.0],[4427.0,4427.0],[4439.0,4439.0],[4445.0,4445.0],[4475.0,4475.0],[4481.0,4481.0],[4481.0,4481.0],[4483.0,4483.0],[4485.0,4485.0],[4488.0,4489.0],[4511.0,4511.0],[4517.0,4518.0],[4553.0,4556.0],[4559.0,4559.0],[4571.0,4571.0],[4589.0,4589.0],[4595.0,4595.0],[4595.0,4595.0],[4599.0,4599.0],[4603.0,4603.0],[4613.0,4613.0],[4617.0,4617.0],[4643.0,4643.0],[4649.0,4649.0],[4655.0,4655.0],[4695.0,4695.0],[4697.0,4697.0],[4733.0,4733.0],[4735.0,4735.0],[4737.0,4737.0],[4739.0,4739.0],[4761.0,4761.0],[4775.0,4775.0],[4799.0,4799.0],[4808.0,4809.0],[4811.0,4811.0],[4817.0,4817.0],[4823.0,4823.0],[4844.0,4844.0],[4859.0,4859.0],[4865.0,4865.0],[4865.0,4865.0],[4889.0,4890.0],[4895.0,4895.0],[4897.0,4897.0],[4901.0,4901.0],[4906.0,4906.0],[4939.0,4940.0],[4943.0,4943.0],[4951.0,4952.0],[4953.0,4953.0],[4975.0,4976.0],[4979.0,4979.0],[4988.0,4988.0],[5027.0,5027.0],[5057.0,5057.0],[5067.0,5067.0],[5075.0,5075.0],[5099.0,5099.0],[5100.0,5101.0],[5105.0,5105.0],[5111.0,5111.0],[5120.0,5120.0],[5141.0,5141.0],[5153.0,5153.0],[5159.0,5159.0],[5162.0,5162.0],[5180.0,5180.0],[5183.0,5183.0],[5189.0,5189.0],[5194.0,5194.0],[5195.0,5195.0],[5225.0,5225.0],[5233.0,5233.0],[5240.0,5241.0],[5243.0,5243.0],[5267.0,5267.0],[5270.0,5270.0],[5275.0,5275.0],[5309.0,5309.0],[5324.0,5324.0],[5327.0,5327.0],[5330.0,5331.0],[5348.0,5349.0],[5359.0,5359.0],[5363.0,5363.0],[5390.0,5390.0],[5393.0,5393.0],[5405.0,5405.0],[5413.0,5413.0],[5435.0,5435.0],[5450.0,5450.0],[5453.0,5453.0],[5477.0,5477.0],[5480.0,5480.0],[5483.0,5483.0],[5489.0,5489.0],[5489.0,5489.0],[5495.0,5495.0],[5498.0,5499.0],[5519.0,5519.0],[5525.0,5525.0],[5537.0,5537.0],[5573.0,5573.0],[5579.0,5579.0],[5600.0,5601.0],[5609.0,5609.0],[5615.0,5615.0],[5645.0,5645.0],[5651.0,5651.0],[5654.0,5654.0],[5687.0,5687.0],[5699.0,5699.0],[5729.0,5729.0],[5771.0,5771.0],[5813.0,5813.0],[5819.0,5819.0],[5855.0,5855.0],[5867.0,5867.0],[5873.0,5873.0],[5873.0,5873.0],[5900.0,5900.0],[5906.0,5907.0],[5933.0,5933.0],[5939.0,5939.0],[5942.0,5942.0],[5945.0,5945.0],[5951.0,5951.0],[5957.0,5957.0],[5987.0,5987.0],[5999.0,5999.0],[6035.0,6035.0],[6041.0,6041.0],[6046.0,6046.0],[6059.0,6059.0],[6065.0,6065.0],[6066.0,6066.0],[6077.0,6077.0],[6083.0,6083.0],[6149.0,6149.0],[6170.0,6170.0],[6194.0,6195.0],[6203.0,6203.0],[6203.0,6203.0],[6204.0,6205.0],[6212.0,6212.0],[6227.0,6227.0],[6229.0,6229.0],[6271.0,6271.0],[6275.0,6275.0],[6275.0,6276.0],[6317.0,6317.0],[6329.0,6329.0],[6359.0,6359.0],[6359.0,6360.0],[6365.0,6365.0],[6365.0,6365.0],[6371.0,6371.0],[6380.0,6380.0],[6396.0,6396.0],[6401.0,6401.0],[6421.0,6421.0],[6443.0,6443.0],[6449.0,6449.0],[6461.0,6461.0],[6491.0,6491.0],[6497.0,6497.0],[6503.0,6503.0],[6533.0,6533.0],[6540.0,6542.0],[6542.0,6544.0],[6569.0,6569.0],[6575.0,6575.0]]],[\"triangles\",{\"type\":\"ndarray\",\"array\":[\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"inverted_triangle\",\"triangle\",\"inverted_triangle\"],\"shape\":[548],\"dtype\":\"object\",\"order\":\"little\"}],[\"position_lines_xs\",[[17.0,17.0],[23.0,23.0],[29.0,29.0],[57.0,57.0],[57.0,57.0],[59.0,59.0],[66.0,66.0],[71.0,71.0],[101.0,101.0],[143.0,143.0],[197.0,197.0],[201.0,201.0],[233.0,233.0],[238.0,238.0],[239.0,239.0],[245.0,245.0],[249.0,249.0],[273.0,273.0],[275.0,275.0],[290.0,290.0],[321.0,321.0],[323.0,323.0],[333.0,333.0],[365.0,365.0],[371.0,371.0],[374.0,374.0],[395.0,395.0],[401.0,401.0],[410.0,411.0],[413.0,413.0],[449.0,449.0],[455.0,455.0],[483.0,483.0],[484.0,485.0],[497.0,499.0],[527.0,527.0],[527.0,527.0],[531.0,531.0],[539.0,539.0],[542.0,542.0],[573.0,573.0],[575.0,575.0],[581.0,581.0],[603.0,603.0],[605.0,605.0],[608.0,608.0],[611.0,611.0],[617.0,617.0],[617.0,617.0],[653.0,653.0],[658.0,658.0],[662.0,663.0],[693.0,693.0],[695.0,695.0],[699.0,699.0],[707.0,707.0],[731.0,731.0],[737.0,737.0],[743.0,743.0],[746.0,746.0],[750.0,750.0],[752.0,753.0],[773.0,773.0],[773.0,773.0],[791.0,791.0],[815.0,815.0],[821.0,821.0],[827.0,827.0],[827.0,827.0],[832.0,836.0],[857.0,857.0],[869.0,869.0],[875.0,875.0],[899.0,899.0],[899.0,900.0],[903.0,903.0],[911.0,911.0],[917.0,917.0],[920.0,920.0],[941.0,941.0],[947.0,947.0],[983.0,983.0],[989.0,989.0],[997.0,997.0],[1001.0,1001.0],[1025.0,1025.0],[1031.0,1031.0],[1040.0,1040.0],[1043.0,1043.0],[1081.0,1082.0],[1085.0,1085.0],[1087.0,1087.0],[1088.0,1088.0],[1108.0,1112.0],[1121.0,1121.0],[1127.0,1127.0],[1151.0,1151.0],[1153.0,1153.0],[1157.0,1157.0],[1159.0,1159.0],[1160.0,1160.0],[1190.0,1190.0],[1193.0,1193.0],[1199.0,1199.0],[1205.0,1207.0],[1247.0,1247.0],[1256.0,1256.0],[1283.0,1283.0],[1289.0,1289.0],[1292.0,1292.0],[1297.0,1297.0],[1325.0,1325.0],[1337.0,1337.0],[1367.0,1367.0],[1373.0,1373.0],[1403.0,1403.0],[1415.0,1415.0],[1415.0,1415.0],[1421.0,1421.0],[1442.0,1443.0],[1464.0,1464.0],[1466.0,1466.0],[1481.0,1481.0],[1484.0,1484.0],[1487.0,1487.0],[1488.0,1489.0],[1493.0,1493.0],[1493.0,1493.0],[1499.0,1499.0],[1505.0,1505.0],[1529.0,1529.0],[1535.0,1535.0],[1547.0,1547.0],[1547.0,1547.0],[1550.0,1550.0],[1567.0,1567.0],[1574.0,1574.0],[1582.0,1582.0],[1583.0,1583.0],[1587.0,1587.0],[1589.0,1589.0],[1590.0,1591.0],[1613.0,1613.0],[1631.0,1631.0],[1634.0,1634.0],[1651.0,1651.0],[1661.0,1661.0],[1667.0,1667.0],[1673.0,1673.0],[1697.0,1697.0],[1703.0,1703.0],[1709.0,1709.0],[1736.0,1736.0],[1739.0,1739.0],[1745.0,1745.0],[1745.0,1745.0],[1753.0,1753.0],[1757.0,1757.0],[1760.0,1761.0],[1787.0,1787.0],[1793.0,1793.0],[1801.0,1801.0],[1818.0,1818.0],[1823.0,1823.0],[1826.0,1826.0],[1838.0,1839.0],[1859.0,1859.0],[1871.0,1871.0],[1874.0,1874.0],[1877.0,1877.0],[1880.0,1881.0],[1883.0,1883.0],[1907.0,1907.0],[1913.0,1913.0],[1918.0,1918.0],[1919.0,1919.0],[1925.0,1925.0],[1961.0,1961.0],[1991.0,1991.0],[1997.0,1997.0],[2003.0,2003.0],[2009.0,2010.0],[2033.0,2033.0],[2039.0,2039.0],[2045.0,2045.0],[2051.0,2051.0],[2081.0,2081.0],[2087.0,2087.0],[2093.0,2093.0],[2117.0,2117.0],[2117.0,2117.0],[2165.0,2165.0],[2201.0,2201.0],[2203.0,2203.0],[2207.0,2207.0],[2249.0,2249.0],[2255.0,2255.0],[2285.0,2285.0],[2295.0,2322.0],[2327.0,2327.0],[2333.0,2333.0],[2345.0,2346.0],[2349.0,2349.0],[2375.0,2375.0],[2409.0,2409.0],[2411.0,2411.0],[2423.0,2423.0],[2425.0,2425.0],[2429.0,2429.0],[2447.0,2447.0],[2453.0,2453.0],[2453.0,2453.0],[2459.0,2459.0],[2463.0,2463.0],[2465.0,2465.0],[2471.0,2471.0],[2474.0,2474.0],[2505.0,2505.0],[2507.0,2507.0],[2512.0,2513.0],[2517.0,2517.0],[2548.0,2548.0],[2549.0,2551.0],[2555.0,2555.0],[2579.0,2579.0],[2591.0,2591.0],[2594.0,2594.0],[2597.0,2597.0],[2633.0,2633.0],[2633.0,2633.0],[2663.0,2663.0],[2663.0,2665.0],[2675.0,2675.0],[2681.0,2681.0],[2684.0,2685.0],[2716.0,2716.0],[2716.0,2716.0],[2741.0,2741.0],[2747.0,2747.0],[2762.0,2764.0],[2783.0,2785.0],[2789.0,2789.0],[2795.0,2795.0],[2804.0,2804.0],[2838.0,2839.0],[2847.0,2847.0],[2849.0,2849.0],[2867.0,2867.0],[2873.0,2873.0],[2879.0,2879.0],[2885.0,2885.0],[2888.0,2888.0],[2891.0,2891.0],[2913.0,2913.0],[2915.0,2915.0],[2919.0,2919.0],[2921.0,2921.0],[2933.0,2933.0],[2936.0,2936.0],[2951.0,2951.0],[2953.0,2953.0],[2963.0,2963.0],[2975.0,2975.0],[3005.0,3005.0],[3010.0,3010.0],[3017.0,3017.0],[3041.0,3041.0],[3047.0,3047.0],[3053.0,3056.0],[3079.0,3079.0],[3083.0,3083.0],[3089.0,3089.0],[3101.0,3101.0],[3128.0,3129.0],[3131.0,3131.0],[3138.0,3140.0],[3143.0,3143.0],[3145.0,3145.0],[3167.0,3167.0],[3173.0,3173.0],[3179.0,3179.0],[3185.0,3185.0],[3209.0,3209.0],[3227.0,3227.0],[3251.0,3251.0],[3253.0,3254.0],[3263.0,3263.0],[3293.0,3293.0],[3305.0,3305.0],[3311.0,3311.0],[3329.0,3329.0],[3332.0,3332.0],[3335.0,3335.0],[3341.0,3341.0],[3343.0,3343.0],[3353.0,3353.0],[3377.0,3377.0],[3379.0,3379.0],[3398.0,3398.0],[3425.0,3425.0],[3428.0,3429.0],[3437.0,3437.0],[3461.0,3461.0],[3482.0,3482.0],[3509.0,3509.0],[3515.0,3515.0],[3539.0,3539.0],[3541.0,3541.0],[3545.0,3545.0],[3551.0,3551.0],[3563.0,3563.0],[3584.0,3584.0],[3587.0,3587.0],[3599.0,3599.0],[3607.0,3607.0],[3635.0,3635.0],[3641.0,3643.0],[3671.0,3671.0],[3677.0,3677.0],[3683.0,3683.0],[3686.0,3686.0],[3689.0,3689.0],[3692.0,3692.0],[3719.0,3719.0],[3734.0,3735.0],[3773.0,3773.0],[3775.0,3775.0],[3795.0,3795.0],[3797.0,3797.0],[3802.0,3804.0],[3818.0,3818.0],[3887.0,3887.0],[3893.0,3893.0],[3898.0,3899.0],[3926.0,3927.0],[3944.0,3945.0],[3959.0,3959.0],[3965.0,3965.0],[3974.0,3974.0],[4012.0,4013.0],[4019.0,4019.0],[4025.0,4025.0],[4055.0,4055.0],[4058.0,4058.0],[4061.0,4061.0],[4063.0,4063.0],[4067.0,4067.0],[4088.0,4089.0],[4091.0,4091.0],[4097.0,4097.0],[4100.0,4101.0],[4103.0,4103.0],[4109.0,4109.0],[4109.0,4109.0],[4133.0,4133.0],[4145.0,4145.0],[4152.0,4153.0],[4175.0,4175.0],[4175.0,4175.0],[4181.0,4181.0],[4193.0,4193.0],[4195.0,4196.0],[4223.0,4223.0],[4224.0,4225.0],[4229.0,4229.0],[4229.0,4229.0],[4232.0,4232.0],[4265.0,4265.0],[4274.0,4274.0],[4277.0,4277.0],[4319.0,4319.0],[4343.0,4343.0],[4349.0,4349.0],[4361.0,4361.0],[4391.0,4391.0],[4403.0,4403.0],[4427.0,4427.0],[4439.0,4439.0],[4445.0,4445.0],[4475.0,4475.0],[4481.0,4481.0],[4481.0,4481.0],[4483.0,4483.0],[4485.0,4485.0],[4488.0,4489.0],[4511.0,4511.0],[4517.0,4518.0],[4553.0,4556.0],[4559.0,4559.0],[4571.0,4571.0],[4589.0,4589.0],[4595.0,4595.0],[4595.0,4595.0],[4599.0,4599.0],[4603.0,4603.0],[4613.0,4613.0],[4617.0,4617.0],[4643.0,4643.0],[4649.0,4649.0],[4655.0,4655.0],[4695.0,4695.0],[4697.0,4697.0],[4733.0,4733.0],[4735.0,4735.0],[4737.0,4737.0],[4739.0,4739.0],[4761.0,4761.0],[4775.0,4775.0],[4799.0,4799.0],[4808.0,4809.0],[4811.0,4811.0],[4817.0,4817.0],[4823.0,4823.0],[4844.0,4844.0],[4859.0,4859.0],[4865.0,4865.0],[4865.0,4865.0],[4889.0,4890.0],[4895.0,4895.0],[4897.0,4897.0],[4901.0,4901.0],[4906.0,4906.0],[4939.0,4940.0],[4943.0,4943.0],[4951.0,4952.0],[4953.0,4953.0],[4975.0,4976.0],[4979.0,4979.0],[4988.0,4988.0],[5027.0,5027.0],[5057.0,5057.0],[5067.0,5067.0],[5075.0,5075.0],[5099.0,5099.0],[5100.0,5101.0],[5105.0,5105.0],[5111.0,5111.0],[5120.0,5120.0],[5141.0,5141.0],[5153.0,5153.0],[5159.0,5159.0],[5162.0,5162.0],[5180.0,5180.0],[5183.0,5183.0],[5189.0,5189.0],[5194.0,5194.0],[5195.0,5195.0],[5225.0,5225.0],[5233.0,5233.0],[5240.0,5241.0],[5243.0,5243.0],[5267.0,5267.0],[5270.0,5270.0],[5275.0,5275.0],[5309.0,5309.0],[5324.0,5324.0],[5327.0,5327.0],[5330.0,5331.0],[5348.0,5349.0],[5359.0,5359.0],[5363.0,5363.0],[5390.0,5390.0],[5393.0,5393.0],[5405.0,5405.0],[5413.0,5413.0],[5435.0,5435.0],[5450.0,5450.0],[5453.0,5453.0],[5477.0,5477.0],[5480.0,5480.0],[5483.0,5483.0],[5489.0,5489.0],[5489.0,5489.0],[5495.0,5495.0],[5498.0,5499.0],[5519.0,5519.0],[5525.0,5525.0],[5537.0,5537.0],[5573.0,5573.0],[5579.0,5579.0],[5600.0,5601.0],[5609.0,5609.0],[5615.0,5615.0],[5645.0,5645.0],[5651.0,5651.0],[5654.0,5654.0],[5687.0,5687.0],[5699.0,5699.0],[5729.0,5729.0],[5771.0,5771.0],[5813.0,5813.0],[5819.0,5819.0],[5855.0,5855.0],[5867.0,5867.0],[5873.0,5873.0],[5873.0,5873.0],[5900.0,5900.0],[5906.0,5907.0],[5933.0,5933.0],[5939.0,5939.0],[5942.0,5942.0],[5945.0,5945.0],[5951.0,5951.0],[5957.0,5957.0],[5987.0,5987.0],[5999.0,5999.0],[6035.0,6035.0],[6041.0,6041.0],[6046.0,6046.0],[6059.0,6059.0],[6065.0,6065.0],[6066.0,6066.0],[6077.0,6077.0],[6083.0,6083.0],[6149.0,6149.0],[6170.0,6170.0],[6194.0,6195.0],[6203.0,6203.0],[6203.0,6203.0],[6204.0,6205.0],[6212.0,6212.0],[6227.0,6227.0],[6229.0,6229.0],[6271.0,6271.0],[6275.0,6275.0],[6275.0,6276.0],[6317.0,6317.0],[6329.0,6329.0],[6359.0,6359.0],[6359.0,6360.0],[6365.0,6365.0],[6365.0,6365.0],[6371.0,6371.0],[6380.0,6380.0],[6396.0,6396.0],[6401.0,6401.0],[6421.0,6421.0],[6443.0,6443.0],[6449.0,6449.0],[6461.0,6461.0],[6491.0,6491.0],[6497.0,6497.0],[6503.0,6503.0],[6533.0,6533.0],[6540.0,6542.0],[6542.0,6544.0],[6569.0,6569.0],[6575.0,6575.0]]],[\"position_lines_ys\",[[3804.09,3803.576740032869],[3822.872,3823.9805360226333],[3753.06,3750.2605023004053],[3984.348,3972.5141911841674],[3983.972,3998.5444422677733],[3967.5765,3968.3643699441564],[3989.326,3994.534597386295],[3967.141,3966.520779286646],[3950.615,3952.859],[3966.015,3965.5306178653477],[3932.715,3933.3305922011364],[3953.391,3965.4733781128425],[4019.102,4020.8357477050163],[4025.536,4011.402437195295],[4000.958,4000.0437074125125],[3894.081,3894.9165071946945],[3867.933,3880.247946572167],[3815.729,3830.9165922676525],[3829.68,3831.6532625316963],[3821.926,3812.7333523020584],[3838.252,3846.560188642738],[3788.686,3784.2747127606144],[3828.126,3817.511],[3848.323,3847.7738625917127],[3813.439,3814.409702509048],[3824.408,3841.308462109095],[3892.136,3889.2990840210887],[3917.26,3919.512],[3946.515,3997.2891741156727],[3981.791,3981.264926838232],[3929.506,3926.7242054196845],[3905.833,3907.1674125331774],[4005.625,3992.7999956026692],[4030.002,4001.111505972434],[4047.315,4045.6418223150936],[4068.3125,4067.0791258241343],[4069.82,4065.42236487382],[4066.733,4074.5277777468696],[4158.145,4156.566354040018],[4134.496,4123.212687913237],[4148.068,4156.898772077007],[4119.81,4120.798149812844],[4084.953,4085.9447799981144],[4100.076,4108.129628364379],[4137.086,4136.438172742707],[4127.868,4157.342630292802],[4130.226,4125.808071096021],[4145.713,4144.975037981409],[4147.479,4149.138274844916],[4001.292,4003.2648029496363],[4000.109,4016.354213832963],[4005.44,4018.350681746874],[3984.553,3993.14450677786],[3963.58,3964.0752751254913],[3965.996,3955.6533997382735],[3976.813,3975.9917100479793],[4050.077,4051.4681925283844],[3987.727,3988.191283519738],[3992.727,3992.914],[3986.836,3991.8150590133237],[3902.107,3887.711891954686],[3924.723,3900.162607944761],[3862.881,3862.6259957636375],[3867.2780000000002,3866.733282423368],[3957.594,3956.7705314787086],[3953.996,3957.7947829164896],[4002.971,4002.5523341306744],[3940.679,3941.3364704438836],[3943.991,3938.643541144447],[3955.513,3915.489031267529],[3982.486,3980.567],[4026.367,4026.109058270053],[4048.587,4053.073125696284],[4119.561,4118.484398315722],[4121.55,4117.934],[4132.183,4117.948852720271],[4084.681,4083.499834558615],[4101.417,4100.792940064378],[4105.867,4111.4262644436285],[4109.907,4113.116721159629],[4112.259,4110.248798536707],[4150.371,4149.972984878506],[4152.461,4150.213394840087],[4143.419,4145.446781449991],[4129.68,4129.410478825292],[4134.269,4133.7952709897045],[4087.52,4087.764],[4071.634,4086.435032716599],[4132.651,4131.145418636281],[4094.747,4080.935843364337],[4062.24,4063.434449510568],[4071.69,4080.4849867920343],[4081.049,4091.08994806501],[4125.007,4118.970133300525],[4136.579,4141.25083515684],[4134.037,4135.700622507911],[4134.873,4132.601739709293],[4129.256,4133.202939841923],[4115.351,4113.75],[4116.744,4112.0475999412965],[4120.309,4114.548539333548],[4198.611,4203.420984098007],[4194.6355,4195.189044364889],[4147.539,4147.800032402336],[4124.482,4142.436],[4180.682000000001,4181.241597258978],[4243.317,4236.280552582625],[4284.871499999999,4284.533665772362],[4268.431,4268.828732280474],[4270.327,4261.942479115991],[4287.982,4286.20890999972],[4367.644,4368.396537882933],[4421.151666666668,4420.5583734900365],[4387.493,4387.960637405173],[4366.671,4367.008395692521],[4335.35,4335.822777807888],[4382.777,4383.713861299425],[4387.323,4385.050462620896],[4395.25,4398.078601075543],[4450.797,4455.665875453792],[4409.372,4407.202347266598],[4413.741,4417.81044358198],[4401.364,4394.438210876382],[4401.861,4406.58316819475],[4409.5470000000005,4409.726165510905],[4413.387,4415.111433509495],[4435.781,4436.828733370073],[4437.823,4435.684],[4474.399,4475.941495509747],[4507.406,4508.244425004525],[4518.437,4518.814420725834],[4552.711,4553.701],[4536.317,4536.636],[4535.046,4533.653],[4548.07,4543.236400444321],[4536.437,4538.816695433522],[4556.477,4560.251009438439],[4558.827,4553.94587870161],[4567.566,4566.608930153685],[4587.102,4580.466571201615],[4542.141,4544.685384184452],[4538.547,4560.171075721609],[4590.34,4593.615681552466],[4503.573,4519.35967175381],[4512.921,4501.797386330366],[4498.677,4490.054645584645],[4498.313,4498.057],[4474.669,4474.948219615472],[4471.202,4471.714592995089],[4489.1195,4490.321305266327],[4439.1,4436.272],[4406.927,4405.449],[4387.182,4393.055914617906],[4395.86,4395.462253239518],[4388.876,4389.265146323526],[4390.561,4392.158166770914],[4459.662,4453.957935098962],[4375.147,4375.775710969985],[4395.384,4401.202758050102],[4498.29,4499.182512302459],[4516.31,4516.155802864256],[4511.279,4514.450699113012],[4516.423,4517.609675005267],[4512.376,4510.594512927502],[4512.867,4499.6626274606115],[4444.463,4453.500373251262],[4460.876,4462.323589542894],[4462.373,4463.586],[4449.617,4467.834002328657],[4469.322,4469.129493224747],[4488.727,4497.4414877439485],[4507.497,4506.9319334327965],[4454.84,4454.596],[4444.221,4443.74],[4452.642,4435.1468033653555],[4400.987,4398.324706122156],[4329.4915,4330.516161275273],[4279.967,4278.977],[4288.967,4288.404],[4227.857,4226.701019804857],[4254.121,4253.233975678651],[4255.76,4258.558693809877],[4335.299,4334.868774946355],[4358.481,4358.231],[4382.5425,4383.1406245204535],[4349.6565,4349.9118971303615],[4368.063,4367.577906973525],[4319.286,4312.989407491474],[4271.867,4268.072433562306],[4225.554,4226.217646840456],[4224.119,4221.064],[4187.076,4185.943728676421],[4361.506,4360.726184083002],[4356.66,4359.684100822309],[4378.603,4378.353],[4499.817,4500.422148246002],[4498.0085,4498.661139438585],[4547.406,4548.327],[4550.243,4542.345920216367],[4552.619,4553.119],[4553.979,4553.614791905507],[4562.214,4566.445121362229],[4561.727,4567.752],[4567.757,4569.191],[4603.864,4610.634],[4620.737,4621.324889370934],[4706.127,4709.8689019454605],[4723.667,4716.601178629209],[4715.888,4716.493545425872],[4719.177,4720.914135904595],[4737.406,4736.822516002088],[4737.796,4735.9600397623535],[4764.746,4764.611027116766],[4760.482,4763.837211307891],[4703.887,4705.682123415464],[4743.287,4742.373892161681],[4742.613,4753.311767052309],[4777.456,4772.313301105284],[4783.141,4786.169],[4788.463,4784.835383349226],[4785.484,4782.155682779399],[4725.1,4709.802116880411],[4710.059,4711.193608133909],[4694.59,4695.793654392728],[4757.789,4756.801],[4783.129,4783.666286505304],[4781.627,4774.371702440499],[4776.563,4774.822043646676],[4734.999,4734.654318714722],[4737.617,4740.065274723438],[4849.997,4850.987066962079],[4852.264,4854.914270675942],[4871.126,4872.953778304447],[4888.151,4886.928598471971],[4894.561,4901.578673649039],[4878.377,4894.988803140182],[4872.7005,4860.351097344967],[4956.111,4950.911894571524],[4940.196,4937.1110098328545],[4992.301,4996.849534396999],[5024.879,5026.666519901464],[5016.7,5016.976518669782],[4953.292,4952.431788194454],[5012.876,5005.372812482869],[4970.943,4972.321012178122],[5052.876,5060.946245421112],[5084.717,5085.335437788019],[5087.114,5088.756778738922],[5068.226,5069.460372399817],[5079.006,5078.432549537044],[5062.852,5063.40750402713],[5071.532,5078.585752924524],[5088.533,5086.341131591056],[5130.882,5135.483689745833],[5127.213,5126.546187999295],[5110.432,5099.95195063439],[5081.301,5080.819745983747],[5155.807,5157.042965863999],[5160.839,5169.970459877399],[5123.093,5117.172589898375],[5117.379,5114.130327266949],[5171.841,5176.088752270218],[5149.7,5149.213909614955],[5175.403,5174.977039045387],[5184.566,5191.43194590945],[5245.7235,5246.636751524136],[5222.806,5223.793],[5216.132,5217.020314765097],[5244.279,5255.855338247912],[5272.677,5274.369852493587],[5237.876,5237.42874715076],[5208.449,5208.263238970961],[5156.351000000001,5154.7337736276295],[5207.316,5198.698947173129],[5214.042,5213.422084699017],[5160.973,5150.411753294188],[5200.262,5201.317438907451],[5200.897,5196.548017624071],[5062.333,5055.04876296341],[5058.096,5059.801216638938],[5026.481,5027.8033262231365],[5011.397,5010.791370043437],[5015.56,5004.589295819955],[5092.653,5092.700074542694],[5115.496,5115.303454804209],[5112.082,5104.054565447838],[5030.364,5032.635640808756],[5176.793,5177.304387538758],[5184.177,5184.677],[5215.856,5218.91050006785],[5223.049499999999,5224.437784939055],[5230.876,5226.331618943263],[5219.747,5217.765113545143],[5242.826,5245.220816017433],[5249.591,5247.367933649196],[5295.6245,5293.94041343474],[5309.884,5310.502],[5312.279,5308.924026601864],[5284.367,5289.114734314038],[5303.752,5302.9389778876675],[5272.031,5279.452450942128],[5231.749,5224.3913109763225],[5286.114,5285.791436656087],[5333.737,5324.473781278007],[5373.59,5372.942892371874],[5428.057,5430.353945191578],[5431.623,5433.601535112301],[5427.379,5433.7729202597175],[5474.479,5475.043172297964],[5489.093,5488.878621733507],[5474.573,5475.826],[5469.054,5476.73067524764],[5450.701,5451.412],[5469.782,5470.4214894705965],[5498.827,5500.779],[5504.603,5502.644264773786],[5533.761,5535.590436100924],[5572.54,5572.1354073150915],[5577.909,5578.672],[5629.202,5629.6648724176675],[5628.476,5631.228969813244],[5587.973,5590.711],[5594.364,5603.91807430332],[5663.427,5663.925906465574],[5553.282,5534.097261655003],[5408.892,5410.170764169776],[5427.51,5431.830571532903],[5487.111,5466.487286101027],[5469.256,5460.678728221694],[5403.363,5462.460624034945],[5358.567,5345.227480087573],[5430.197,5435.587003412378],[5455.211,5453.906325252183],[5534.034,5548.747865282828],[5606.363,5604.069910978448],[5600.131,5612.536712658529],[5630.731,5626.858574307977],[5612.183,5612.623943539831],[5626.222,5618.6874490752825],[5531.176,5506.975830243391],[5518.299,5520.113162063023],[5502.896,5502.080076538196],[5490.194,5489.355617216849],[5465.841,5499.271724820789],[5550.1255,5552.721894200575],[5568.337,5560.2747806150965],[5593.547,5594.508279099144],[5625.367,5609.5451389964055],[5630.741,5631.952437854101],[5635.519,5635.178231696816],[5633.583,5628.168091743306],[5630.382,5630.960999417967],[5713.677,5714.722220085989],[5709.126,5706.285875071966],[5716.236,5715.800181577987],[5726.234333333334,5727.011499217381],[5746.07,5742.059800055099],[5751.331,5750.382583255288],[5752.146,5754.8620554430945],[5708.69,5709.357165203115],[5695.6975,5696.215254192417],[5703.314,5708.851867733907],[5748.469,5747.961123594581],[5742.827,5738.166502631088],[5785.83,5786.193521060975],[5787.589,5787.200996358238],[5778.053,5769.629751330791],[5814.614,5812.220572104359],[5859.879,5850.875914350325],[5845.623,5846.236734661186],[5814.62,5814.109418106598],[5827.793,5825.298402279995],[5845.21,5844.568589735238],[5715.09,5716.472402082188],[5790.667,5790.239289802091],[5976.126,5975.270077139231],[5998.817,5997.991423961125],[5993.351,5988.082841353953],[5944.914,5933.656417301012],[5915.091,5920.407271552409],[5912.921,5911.446404385017],[5918.357,5904.85352335558],[5898.713,5893.399687896619],[5919.271,5905.759093743975],[5944.199,5939.420188510427],[5988.0285,5983.187532552226],[6018.406,6025.284169849425],[6046.076,6044.944708921926],[6050.217,6049.323302123676],[6074.77,6069.603404658441],[6088.467,6090.511626618842],[6051.761,6049.281],[6052.04,6048.676884225227],[6052.077,6064.729523458103],[6037.941,6036.201344227039],[6055.006,6056.768241404586],[6076.003,6063.765330896533],[6044.613,6043.847389377994],[5874.079,5878.012319945149],[5877.597,5860.460472277821],[6002.87,6027.821059622155],[6037.234,6037.76677175936],[5886.876,5880.636087757811],[5919.237,5908.357092693143],[5923.329,5879.712957013753],[5871.797,5870.752],[5978.677,5970.39450569131],[5909.983,5908.622347675146],[5825.826,5815.475679073353],[5874.755,5827.916016052763],[5848.346,5847.44335069679],[5947.313,5947.9801610081195],[5934.125,5936.058717065055],[6002.736,6013.408258947349],[6083.436,6082.196],[6112.381,6111.996548824515],[6113.375,6114.940875025883],[6008.991,6000.301861504219],[6062.873,6055.592001075804],[6072.662,6076.463266234445],[6036.166,6037.832247200583],[6067.711,6057.653884709126],[6000.666,6018.386522275951],[6062.594,6063.078],[6076.122,6084.816091995469],[6081.131,6067.193851211787],[6050.413,6040.2404760909285],[6069.299,6072.507707157104],[6047.101,6059.726671643347],[6138.148,6138.915015451264],[5992.679,5989.843507752349],[5985.113,5999.808433207665],[5875.501,5877.350953716814],[5857.999,5857.042482362701],[5866.629,5855.560830474245],[5816.129,5820.230607364354],[5839.151,5839.896657285855],[5765.929,5727.239358941826],[5613.8355,5613.596771429669],[5591.522,5592.511767361169],[5537.236,5536.300794500354],[5582.125,5594.575893240667],[5630.078,5641.103642187208],[5678.784,5679.902081225848],[5615.242,5614.211796155885],[5654.836,5670.0821509401785],[5681.378,5683.55712608517],[5763.134,5762.4884475152585],[5770.634,5767.080015052342],[5700.375,5717.97110406498],[5695.578,5696.530617623662],[5600.128,5599.4230019835395],[5600.875,5591.677576687262],[5626.375,5617.942799685732],[5089.001,5085.847475197957],[5378.239,5336.0005030182365],[5273.549,5270.0324358898],[5288.754,5224.012580656016],[5419.881,5396.351420237613],[5367.375,5386.84842123266],[5277.489,5276.166060662297],[5221.945,5212.9045224670235],[5152.248,5154.182405593268],[5371.619,5374.333451419007],[5505.251,5494.609036790162],[5518.1805,5514.709951577245],[5629.469,5606.452626292746],[5589.884,5584.045247701542],[5649.683499999999,5645.760818997729],[5608.375,5591.549396028366],[5625.736,5633.046498322349],[5622.872,5620.606286949745],[5648.995,5659.073028112924],[5669.049,5663.384869652432],[5663.872,5653.3604120971795],[5843.201,5843.956296946338],[5885.366,5882.340605689292],[5912.863,5911.9184732959],[5846.195,5848.37548542626],[5855.879,5837.4272625076665],[5877.378,5867.262091556986],[5924.584,5923.704946238195],[5906.284,5910.551097459115],[5937.248,5936.4722958239],[5972.122,5973.003193735458],[5977.363,5972.533291632929],[6007.219,6008.212349104209],[6017.245,6026.831199266789],[6034.889,6034.47729028405],[6023.892,6024.322987081845],[6198.119,6199.801021942327],[6198.686,6199.56684349031],[6219.416499999999,6221.230476362483],[6259.069,6265.897277806325],[6280.134,6281.1462709281905],[6278.122,6274.058090227534],[6298.095,6281.112602221472],[6242.866,6231.751],[6296.872,6299.525279761018],[6311.369,6311.79521057854],[6305.113,6300.55731153482],[6312.936,6314.062897312718],[6366.798,6366.319480379746],[6370.154,6371.057603542763],[6373.404,6374.092814020226],[6339.254,6334.75649582691],[6347.863,6351.848527108155],[6348.786,6348.398366519066],[6392.028,6399.866831348905],[6400.516,6392.58661342789],[6376.429,6377.080777996549],[6374.122,6370.01058321387],[6461.588,6462.445857570229],[6466.642,6468.267235755678],[6443.442,6443.870001252984],[6491.199,6479.195531862195],[6398.866,6370.668473343986],[6446.386,6445.6665717609285],[6449.651,6452.506033147921],[6451.363,6459.375],[6517.619,6530.265300728481],[6481.429,6485.44868863866],[6491.628,6495.997240309391],[6586.898,6582.600922473121],[6611.389,6612.878],[6605.119,6619.280297550867],[6691.151,6692.0096477233765],[6640.054,6639.4710220633015],[6657.951,6657.464960970892],[6656.039,6663.902687619709],[6676.954,6677.953494839764],[6671.451,6667.604014090436],[6709.899,6710.950608819676],[6730.745,6737.072716962292],[6731.748,6738.542],[6740.992,6740.328096467126],[6740.099,6736.27059424399],[6652.299,6652.778209587498],[6651.848,6654.593959963376],[6627.136,6630.202636691241],[6735.048,6736.260355642881],[6695.845,6704.0300676459765],[6742.436,6744.842],[6896.051,6897.147840468984],[6904.042,6864.435827915786],[6870.899,6831.599922071375],[6852.342,6851.469018873925],[6775.845,6776.727092770155]]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7687\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7688\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7683\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"returns\"},\"size\":{\"type\":\"field\",\"field\":\"marker_size\"},\"fill_color\":{\"type\":\"field\",\"field\":\"returns_positive\",\"transform\":{\"type\":\"object\",\"name\":\"CategoricalColorMapper\",\"id\":\"p7529\",\"attributes\":{\"palette\":[\"tomato\",\"lime\"],\"factors\":[\"0\",\"1\"]}}},\"marker\":{\"type\":\"field\",\"field\":\"triangles\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7684\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"returns\"},\"size\":{\"type\":\"field\",\"field\":\"marker_size\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"field\",\"field\":\"returns_positive\",\"transform\":{\"id\":\"p7529\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1},\"marker\":{\"type\":\"field\",\"field\":\"triangles\"}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7685\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"returns\"},\"size\":{\"type\":\"field\",\"field\":\"marker_size\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"returns_positive\",\"transform\":{\"id\":\"p7529\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2},\"marker\":{\"type\":\"field\",\"field\":\"triangles\"}}}}}],\"tooltips\":[[\"Date\",\"@datetime{%c}\"],[\"Size\",\"@size{0,0}\"],[\"Count\",\"@count{0,0}\"],[\"P/L\",\"@returns{+0.[000]%}\"]],\"formatters\":{\"type\":\"map\",\"entries\":[[\"@datetime\",\"datetime\"]]},\"sort_by\":null,\"point_policy\":\"follow_mouse\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7950\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p7935\",\"attributes\":{\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7777\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7778\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7779\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7774\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"value\",\"value\":0.8},\"bottom\":{\"type\":\"field\",\"field\":\"Close\"},\"top\":{\"type\":\"field\",\"field\":\"Open\"},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"type\":\"object\",\"name\":\"CategoricalColorMapper\",\"id\":\"p7528\",\"attributes\":{\"palette\":[\"tomato\",\"lime\"],\"factors\":[\"0\",\"1\"]}}}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7775\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"value\",\"value\":0.8},\"bottom\":{\"type\":\"field\",\"field\":\"Close\"},\"top\":{\"type\":\"field\",\"field\":\"Open\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7776\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"value\",\"value\":0.8},\"bottom\":{\"type\":\"field\",\"field\":\"Close\"},\"top\":{\"type\":\"field\",\"field\":\"Open\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"tooltips\":[[\"Date\",\"@datetime{%c}\"],[\"x, y\",\"$index\\u00a0\\u00a0\\u00a0\\u00a0$y{0,0.0[0000]}\"],[\"OHLC\",\"@Open{0,0.0[0000]}\\u00a0\\u00a0\\u00a0\\u00a0@High{0,0.0[0000]}\\u00a0\\u00a0\\u00a0\\u00a0@Low{0,0.0[0000]}\\u00a0\\u00a0\\u00a0\\u00a0@Close{0,0.0[0000]}\"],[\"Volume\",\"@Volume{0,0}\"],[\"EMA(C,25)\",\"@{EMA(C,25)_0_0}{0,0.0[0000]}\"],[\"EMA(C,100)\",\"@{EMA(C,100)_1_0}{0,0.0[0000]}\"],[\"BBANDS(C,20,2.0,2.0)\",\"@{BBANDS(C,20,2.0,2.0)_4_0}{0,0.0[0000]}\\u00a0\\u00a0\\u00a0\\u00a0@{BBANDS(C,20,2.0,2.0)_4_1}{0,0.0[0000]}\\u00a0\\u00a0\\u00a0\\u00a0@{BBANDS(C,20,2.0,2.0)_4_2}{0,0.0[0000]}\"]],\"formatters\":{\"type\":\"map\",\"entries\":[[\"@datetime\",\"datetime\"]]},\"sort_by\":null,\"mode\":\"vline\",\"point_policy\":\"follow_mouse\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7951\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p7736\",\"attributes\":{\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7733\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7734\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7735\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7730\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"value\",\"value\":0.8},\"top\":{\"type\":\"field\",\"field\":\"Volume\"},\"line_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"hatch_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7731\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"value\",\"value\":0.8},\"top\":{\"type\":\"field\",\"field\":\"Volume\"},\"line_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7732\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"value\",\"value\":0.8},\"top\":{\"type\":\"field\",\"field\":\"Volume\"},\"line_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7528\"}},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"tooltips\":[[\"Date\",\"@datetime{%c}\"],[\"Volume\",\"@Volume{0.00 a}\"]],\"formatters\":{\"type\":\"map\",\"entries\":[[\"@datetime\",\"datetime\"]]},\"sort_by\":null,\"mode\":\"vline\",\"point_policy\":\"follow_mouse\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7952\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p7857\",\"attributes\":{\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7852\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7853\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7854\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7849\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"RSI(C,14)_2_0\"},\"line_color\":\"#1f77b4\",\"line_width\":1.3}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7850\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"RSI(C,14)_2_0\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_width\":1.3}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7851\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"RSI(C,14)_2_0\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.2,\"line_width\":1.3}}}}],\"tooltips\":[[\"Date\",\"@datetime{%c}\"],[\"RSI(C,14)\",\"@{RSI(C,14)_2_0}{0,0.0[0000]}\"]],\"formatters\":{\"type\":\"map\",\"entries\":[[\"@datetime\",\"datetime\"]]},\"sort_by\":null,\"mode\":\"vline\",\"point_policy\":\"follow_mouse\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7953\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p7905\",\"attributes\":{\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7900\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7901\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7902\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7897\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"ATR(H,L,C,20)_3_0\"},\"line_color\":\"#1f77b4\",\"line_width\":1.3}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7898\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"ATR(H,L,C,20)_3_0\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_width\":1.3}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7899\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"ATR(H,L,C,20)_3_0\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.2,\"line_width\":1.3}}}}],\"tooltips\":[[\"Date\",\"@datetime{%c}\"],[\"ATR(H,L,C,20)\",\"@{ATR(H,L,C,20)_3_0}{0,0.0[0000]}\"]],\"formatters\":{\"type\":\"map\",\"entries\":[[\"@datetime\",\"datetime\"]]},\"sort_by\":null,\"mode\":\"vline\",\"point_policy\":\"follow_mouse\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p7954\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"CrosshairTool\",\"id\":\"p7939\",\"attributes\":{\"overlay\":[{\"type\":\"object\",\"name\":\"Span\",\"id\":\"p7937\",\"attributes\":{\"line_dash\":[2,4]}},{\"type\":\"object\",\"name\":\"Span\",\"id\":\"p7938\",\"attributes\":{\"dimension\":\"height\",\"line_dash\":[2,4]}}],\"line_color\":\"lightgrey\"}},{\"id\":\"p7939\"},{\"id\":\"p7939\"},{\"id\":\"p7939\"},{\"id\":\"p7939\"},{\"id\":\"p7939\"}]}}],\"logo\":null,\"active_drag\":{\"id\":\"p7940\"},\"active_scroll\":{\"id\":\"p7941\"}}},\"toolbar_location\":\"right\",\"children\":[[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p7533\",\"attributes\":{\"width\":null,\"height\":100,\"sizing_mode\":\"stretch_width\",\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p7485\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:end\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p7936\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"ohlc_range\",{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p7488\"}],[\"source\",{\"id\":\"p7522\"}],[\"volume_range\",{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p7693\"}]]},\"code\":\"if (!window._bt_scale_range) {\\n window._bt_scale_range = function (range, min, max, pad) {\\n \\\"use strict\\\";\\n if (min !== Infinity && max !== -Infinity) {\\n pad = pad ? (max - min) * .03 : 0;\\n range.start = min - pad;\\n range.end = max + pad;\\n } else console.error('backtesting: scale range error:', min, max, range);\\n };\\n}\\n\\nclearTimeout(window._bt_autoscale_timeout);\\n\\nwindow._bt_autoscale_timeout = setTimeout(function () {\\n /**\\n * @variable cb_obj `fig_ohlc.x_range`.\\n * @variable source `ColumnDataSource`\\n * @variable ohlc_range `fig_ohlc.y_range`.\\n * @variable volume_range `fig_volume.y_range`.\\n */\\n \\\"use strict\\\";\\n\\n let i = Math.max(Math.floor(cb_obj.start), 0),\\n j = Math.min(Math.ceil(cb_obj.end), source.data['ohlc_high'].length);\\n\\n let max = Math.max.apply(null, source.data['ohlc_high'].slice(i, j)),\\n min = Math.min.apply(null, source.data['ohlc_low'].slice(i, j));\\n _bt_scale_range(ohlc_range, min, max, true);\\n\\n if (volume_range) {\\n max = Math.max.apply(null, source.data['Volume'].slice(i, j));\\n _bt_scale_range(volume_range, 0, max * 1.03, false);\\n }\\n\\n}, 50);\\n\"}}]]]},\"end\":6575,\"bounds\":[-328.75,6903.75],\"min_interval\":10}},\"y_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p7535\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7542\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7543\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p7540\"},\"outline_line_color\":\"#666666\",\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7578\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7569\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7570\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7571\"},\"data\":{\"type\":\"map\",\"entries\":[[\"index\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[13152],\"dtype\":\"int32\",\"order\":\"little\"}],[\"equity_dd\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAC/+3deVRN38M/8EIDaZ7n4VbKTaOG2+BuUwkNKIkuzShCaNBAqShlahJR+ESlEYU0atBMyZDmklJRiWY8/X7P4/asT8/9dqTLvd29/3mts9YZ9tlrr332OWud/aai+n+lD0v1l9Uaz33kV9aL2LSjXzicdyC3zzfoQrdG35xV9WZUg1l9H5befE2Ec+QnrFuljeQp+pnbKSrytAvdQ1A5tJQDbrCbYtzQHOpn+aAHOkt+SdkYVhAIJRe3dldcO7KVsB/pvI4ZqHdSrNt0xtPXPZpemgWmGO/L77CNxShlXQvkPrLZhpWRIWxZMcdFI+EWsnWpFe3X/YV1eKk0pcM8uf+eIpE59No/XlOMfCrHbtw59RKvJKuTxucHr2ZNhTJum2VptRRrSOkdg39OI/f2eCTzEwxhn3XJ8T/ufUGyYp1cWrZH1yD2xQXpq0D+5ay5UDp1SzBzC14LlT1RS780QwkomGn04NDyFmxdT4XmfL/p1VA/cHCT1tx1vcf551fr2vD6nBLenHS1i2imbVYFXbe7sMPCDmPFh7uwrqtFLTq4564yRtEa37Z9wH44TKvWENM1xaSwlO8KmM4ZO6Z8WxLL+oGgEWI0NtrV7RRjWk6Sz7xrbXjbhD+w11sjl7uq0D0OTT4uTI3nKrNowdvg01Lqva8Fe+MbN/NjMNWNRRs3POHtwNu672AZLqoDW9uZbiap3Tmtnr7dhW2LO7HMDI7tIZEd0H9Jo7N3Qb5xB3aUqrMCzUzYMr+zi+Z7dU+rtUbEwtz0XorxoaZ1ySWmfqxthhnjGeceLHUZS/36jYQ96JA9L7Cid8aqeo4fS/YgXxlFUAzo0U+IXRSVHG5YiVzZ2ledb5sI+z3JU0SR4eMUI9ziv2Sv78N+Ka2rDWDpx6tdZamoLTZIsoo7hgu/4R/GvuRbEXB93eBfV/tIytAaFvLXuuyyQQTT12nFCDi61gx8Qaz2Zxaeq2u/YnXPXvV8LzxIUHtZRU/bz8NYmoagJYczBrFgxdMCxV1DWDa5k0kl7l+w54rNOW+aUwFSVzcSo3gxl3g6vfJq8r2H3HkHPdv8QqjJ1ndgvlWiGTWQqe8dbeOcN8UyIwZjLAPNjDWIc6TTzluAWKfy2i0tlwmrXeOYmaYzn2Q9kZuGKf6O3C3ryx5+ZF4AHoNo2ptHof92MGaXcgnu1w3raPz+ou3XpV1Yhj69m7Cu6qIxJibkq9SpqGwqDeTukO5VTdadPavKqkSNSunwOkQyNvaaQ5Eqph//frSAFmT700r7CTNMUTT6g+zZ7EV4T46gJBLjGUAODUq51p0RXLBzb/FxZiE5WSq7jUY+sgHMj85U511sQG3PKeGhcDaQkJ/MrqfMCrLW9fagK5jBSK8w27wYphl7Me8VU4c4yy+79rKwbdUdZrLTts5c186aBW/dvdfLizcwE3Q0/NCh6qZJ29YO7xkvZ8H70VYuKmsnM8XYROtZnRfHiBfL4SVdsB651VuDi02XI7ctNpfOToQFdEcNNCf9YAKfzRafZY9ihc7Q4WOmaoU2s6cZ90FfvwK2OePws773n64jl2nV05KLQYR9K4GzqFfnIOht4xAxjmb2OetAYNKLCFoOohna1WaTbkFBXkKNFegid/ws0x1PNcrRxR8IbhAhnne6RbJXGXKAL3skrcILpjdv3Hq/nTEn2Ui19fbXJkFOIPulsmGZGQfJG5q0qW912f9ymd/HzlH2P+ZYDFUw57UJpc9c98ZxTlFowPxKsT0H3vf28bILxSc90TecnF3GTlATrf0W57+yg+Bvmm/eBU/v/h9LIt62Itfd1ti69wH52hbg5xT5D3Jzbop9+nSIeD7okDoKPNiBz9ojWuv4pro0IpfaEcX21yxi9G7PTmadsdjN7zyjv7H8skd08prL37KCIE491k2J0/ukR9va2okFr4X4+QC39yzAhNZN1ecWO9mZphzxj6I+x19XgEsl/fUZTsC/dvy+qxP3FPWXvBSjTuH9axoM5PcUfOYBHW82M7vs5f9t09Y3XDUzQ+79br0aFn3k6ndGoauVyNfTRctd65OQa5uaqRaNFUAslXVJ3MYzc9eKtB6uszv5J7UIO9DtiFyv69tf/Zg4rlN65DCG8dddtsreNyuCH3AoC3NpfuCdos5qGUeGEsKuD+lnk4vimTOmxOjsbSlHrpYb3aPxgplbHbmxP1qMdLR/9/BLYzv3tMYKBm9KDJhqgtkmpiuyfESzqlcleTCaD8RwBHON7+IhOdWFAhe2chLPZ90jsqWvuQkat9Fks6E7P96RrtGIo46ENQ/byqpznxevGsNT/u3h5Ct/i0V4fQByX8j80NVynN7o3GCj7/0CoCqp5oL2MUHEprKuK9zOCiVk4NJ3momNAhQjtZ6CWV0echdfYstI8kPuWwPtQUyHALhDcy1G2xS5jfReV8ZK+MnOtcOF577cQy5b4UWzvFzk3l26sYD6O3Lfr2p+4ZRLOR63e3o1+jZyn4g+qvz8QQCx/syWVAoJgmRrTKCLvFqAILiV6pla8VEA+oddnHIlomiJIJSAo1+7Dtb9EJhi0Q3zzzQ2Uw0+sCyn+hB0tjw+8OD0m83IvaZxZjcdC+UY2rGfq7WZf/a869kQOcIPxs2aFHqjBUBxlpIPl4UAsDSpEEx5O3G9sv77yd2CwIrXqJAuRhBYeoigtugJATmlmCgUtRCwPP2ypPyLIBg7ND5akysIxu+VWcSfnthfUy7HT04IWJxbbsm7VBDIVZ7JKp14fhHbksVtPO7SE/VHZXYcbuADoWMFbkEbCTtmgW4dUPwF910S0xchniH7pK/ruvEBi7gfun3DU3XlpVvuW8A7Z9T6VKUp6Ab96UGJHZ4eIjx4nx1SyFxVyk00qc9fD3/jzzPFK5/fP7o6wDvFZ69TIzSPkY75Gf6pO+V5QV3GlaWGotP7NqL+GpMhLwAZGRIsj6fXgdbZcsl9wtIbHv+Ko580+IVflGsCD2Kp3j/PeOzxH9w6fMX7Oh/F2BZW7p0fy4/X6eq9xrH5AuDxlVyZgtVTzdDpHdfZLwB6i+LmnVwuAP5ZwDMg9UCQoFqxxxovWAhRnBUSkmHnHYVBArp1QdqgCFByGrOpGREBvQzLn62/QljJj/xC7u7k6wAHWlrBingujypbWrOcsNScj+/KDQrhnRf5LS7UUBhKQLreFQoyK4SB/jGWJVfzhOa8Vtz02Z/OCgG6k/XXhjmFwTeLFuY1dEKzZlSC3qMgESGQ1aVYfi9OcFr7qvX8Be0Jm3V81O3ZxHhMaZZb5jxRkRYFfeiz5StQYmTroku0Ou8MxIBWIH2sSez0igb67tYb+ns6SNOeZb4mBjTOC4rWe5OeDkbPDNaHiYHH+lkaDOcn6l2KO8hrTNiXh2iwNPrIpVfiyf+hOnv6uSlXLRqG/jRspCypsGbmmpvE8arSTlq3JavLclCUZGTywlUYlSP3bIKI2uME5Cqs2VTJeA25l4xVVr48R9gNby48XVkngtfG45KkxE3ycQONoY/JsknLQpT9964grKKUbdi99aJ4T7tGrbVcQTxVbj1oyBH6D77U+jQ2MW/9U0ouCEf7lE9aZ0LV7NAjArCe2I8419837FzCfq73xLP1nXHJP7WUY+aDnQVZldPr/yOSb0To1/XSv5Xi0CxMtnqzq7S2J/6CEq7n7U78gge+sF8OFAZpRQaFprXCoO7FsgTqiXbbsai2a5u0CDhSNjh8rpN8vEhb/kEji7DDw3TlxanI3Xkyy5oukXgW7Bu5V/Nj7jqS+lBHBzWp9gaHy3vYpzcR179d6aUICF5r5icdJAqKnhfvlzglApppadAuQSLAvJFbMKNHDLiGNo2Iy/8vA9QYRTgnLbqF6tsqJwZkuN8FHPUhfQ9n+Q63r0Ah9ghTZtwKduSCPOd4634xxK50/PiwnQpFtoo1oQZSeMVJRhvjzTbtfOTrqc+pxUOckwbkhfYLrRQHKsPu+idWiwOlCte6/W0z1/ZqlIN2HOX4Q2VAHpdOPBXtJK3PxyE3Quid2ZMh0rE9RMntDbUEUBq6/jIxRXyKsbaqmTjNSTcd7o7mPoBcXMWHJVYJk7JIma7Y2D57sh6S7vDVkCBbXepOFRiaSgC5bSFh99ESwD2K9nzBmontrK6scC/Sc7VwqAo7/dwRV1z9bdWAOEGdgXbhWuWZm1/RoLTt0oTG7MLX+8nPpQvD0Ls+kI/5Ow9naYyj5ozM1tR18d3IdRribaJ6iwJx/ocuNaSQn3w6mnEYz0n1JHF1naLiBN2qfU3ThR25mt0XdMcYiWdfxu7ojo8osrF1sXWNvfSkxlkdkhhu4rlHQ46+jnbmejNG7W6tEZuzPm+O6LjCikJs5k7Uu5xFKIDVvdMepYQCaq3fO4tbxeau7fy79r9B7o69gSPtBcg9HKpbm/2csLf4d46vCZg00ClafdkawtbWlMeEG4jOHR0Co83M/p5+ONFQax0UFKEVvv05cZKTcu45IcjxUIxkbUuOvN33VByvvFl2nM9NCcRypVw3EDktDay+O7a4a6NByXGet3aBf86A9N1Hv6sshUL/T4/Vct4WcVsKMDzDmwZyp1drX1b62ajpXTYgotV1Eg2eFsirSvHIzFmXMSyVO1mylGSU1Vq5mpdO5o9p2U7bO3gTjdjkCL+liZdmz21Fso98TWWgCD2n9KIU57sMzAfHNHsKZKc1UjWi/1gYcp8VyKaFe1GOY8XhFmL7CGuiifs22iKPd/2WGL2hz/JA1eBAslu7PMA1aw4lblQgqPtrqURzQD7a37tjUbdIEW+Va3+W6ZgCYneGFwp8GyTsaadhrtTUSTtZFZevi0fuoxuPi8SjFYBQjz0450J+LnB0kB5zJJ5qzspn7XVn7nBRwicuLvLR7+iZY2rj8oDG1TZcoWN6dzLG77vdSDyrbXD0EcmTvn6P61jiJQ+S7+gvy9gz91yj0rlR3XJStMnRqparhK323uwYHCIPhju0F0aem2phm1RmKYpyzSt3HLBfNXvuybuhg7smh7d3a8KH22ehs6XmJ9v8UC/yVcykZYdjHnK752Nv06USTw+ptXkxQRRk3/X0u97EMzvu3NHSfeSrxq4XDHEmxFNs/wXNVRPt1FtvftivcXrjWWwOaYjJg6qbPmxmx+e+atu3OOzJR27j4qawkofywOBdSJUJTgEoLyy4uY130kfLFJP275OfYhSm0KTPQx7so70onpUhD0b5LriskiN9/f3TDiTayiE208ulxuSBHKjK6eKzYJCH/stGpsvJReiJ+WQZ0+omHXkQX11vJs8nDxy0dsiWj8hNsQFNZdfTSjw3pHg8DFGSJxnr02zV7XiRG37nVhTDRnmQ7cG7Rcl6qvlD+tVCtAoEbdijveltr/ysibNeVLmhlrAqW3oV+44qzBmHZBQdUfuQu8tPdnMFBrlYA3TmhRgF4DNwgoWfUxH6iwq92nr3mJES3sJ73ztj9aCEDLL2F6kzVwLjlnxMld8U8aak1Rqz+isBR1a9Jpmc5UB7LXWF1gNlQMvkcqYhjnzcqabV3oj9c7rYmBgckSVfiwzQwQzuysD51tajH+7+vmtjFvbXuakCX5XWg4cXqYGF6d8Ttg2oIjZT6qlvZRdyG4byLJmryccw4zBfN90/Z0ryaO52U+RqhXLxW22a2BYs7rEC5OerJv2Qx6WqwCRaYAe6SmVayzfUlz4UUgWOchKD22RVAUB/GE75pkLQHI/D83GdyC0bG3GM3Q1dsZ/zxOmPKsBawoXJbb0qXkPW9rQEw9/Xg1/zeW+OKljRcPh8ACP5maq3+GgrlSpIuGWEeXRu0kdtvWe3nVEFLgGJn27ZzlwT/gh174nzFIwdOapOrwZFKG7xar6931UpxsPo16F3xdRmzTtvnNVuTPS/mZoqIOf1VZ98PRNBL/9g1aR3Q4NxVs8Jm72wX7XtCnIZlLRrTS7OnuLifiwXvTAkq46rcZ2zG/HcIrohrNwBuR68gw9qLAnbh7t7/Wi+Gsm4texOpZHKpH6M2c9opJBrsXAw/RXf9DJvdRbKMFEF+m/nn3upQTmuvx5z46LS7+vBBdZw0/66Vus2ba8XV5l0c+bzeB7y1Z/XP/Ef5qnG3cwI64tQnlazMjpME40K9H+cr5Sa69Wg/Nc8+Q9zvdSoKt7Vq3WKJSoIW6/C5/xqoQbJ6PTsR2ZsPWbWHaTX1bBtU5ti7GljjHP13LPTUMgqZ+dUbajGRgO/qhLNp1onGJ5Xz9zDjCfQaUOq4JLXkgNR60nfvoQ7tHbBf0/xXiMO2gw1vJd/yCRmL8CQrZupw1Ul9hI2Kllxx0mgPilXhmFfKwaxLOzfvPsLMcDObnVN/5rp7bqwjNExaKpxEariORrqQBikXuihxZCsrrEjdOEsyKV9Ev+PoSrxbA7QuoZBQwm5r9jjsiEzckdG81ceHyMf/UKfs4y5q8/Yy5lBUo8PIbfEKv6UsAblOE71+p6CAnKvYcqLuyQIG2HEMsjfiaFYg87wXLGpI56SmS1xvFvVKUZTp6yLNYbQ2bKwOCJw21bobOm024+qGiA3fYmGRqAylJBCdifYcjswRDNyn8dxMaw6YnvOd0vKKqoD5xoRRZnvmDln/MOs8ROv1RErPfx5u4bu3DHIIf2F9hLkCmk2Ha8WJezFclt774l+9lP7S/YVnLXIbW0x5RusRq5/zBMZm6eUY5tkEmtINvFMN6RdnDIxz4X+37KMnF+bMDFuIFXqNKtR+ghyd+x9zGAeSjyv3NzA3DSK3PxNN7JOfZ5UwXORRFfW7KnUfID1RDByWbQDzt3zhEL/29jgJhzGlXzcw/vEqJFNnWz92uI3XuamMWMjpDgWhjtqAFOFlDgGfQ1gO2xnGXF/5p7RQms/YftzYmyMFTY1qeNl9//AYn0bOtvKbxhQtT04VT5Bd2OBeepgZY9rrHwlBvqbLqC7dlkpn3ii9+joZT2mHL++ezzkkzYx3/KjuSfDpz6tt8JXZbGyqoNi4z0fJesx07tk3/3UytlzLDRt0T2Pv+ephePX4moIW8xfNN51n3Q1+nY2uOck+Xgq0V6v1AO5d6r6Ube2E0+XMVGb3UqUI5uQd04rCrn5bQkqNwKRu0k2XOPVfsoRTSPEX75r5l58l2Rq/hwD2l9cvN7MpQ6Mb49HbOPXBOu0jzQlbdIie1s/V+p6ayPXLCh3n5qG1py5/5n6sx/87vsJFAqFQqFQKBT6O/7u9/d/S2r/s0ChUCgUCoVCoVAoFAqFQqFQKBQKhUKhvyOpry8KhUKhUMpwttc7h5KXP3NqoFAoFAqFkr4/c+Z+5hRCob/iz5zLn7mXP3Mx/+2/80Wh/1mYSzsz7e/dsahbBIVCoVAoFAqFQqFQKBQKJTVxzZpDiRsV5ozrt8ToDX2Wx2uiifs22jLpfHBMs6dAFkpkzym9KMX5LgPbimQf+ZrKQBH6tEBeVYoHCiWOJcd53toFoqFQitDqu2OLuzYacKVcNxA5LQ3kzbLjfG5KIFYuqysr3AsKhUKhUCgUCoVCKUeXulMFhqZTZT0k3eGrQb62hyi5vaEmXyOE3pk9GRInGZUqXOv2t0HJVZVhd/0Tq8VBQF5ov9BKcWBjvNmmnW/uKNaEGkjhJR0PZ/kOt69AQWdJPzflqkXDYlAoFAqFQqFQKHQGigb67tYbgs4VtQLpY01ip3fRJVqddwZioA99tnwFinwtt8x5oiItCpScxmxqRkSgUCgUOo0J6NYFaYMioEJCMuy8ozDQij3WeMFCiOK09BBBbdGDQqFQKJS8DC3rv5/cLYjXn9mSSiEBCoVCoVDiWpVUc0H7GBQKhUKJbXRusNH3fgFAZV0St/EMFAqFQqF/R9vUTLVoLHJPFy13rU/iR2zHm83MLnuhxFZ/yUsx6hTevy7/2vH7rk7cUxTgUkl/fYYTjEmfue6Ng0KhUNI1b9x6v50xdK77ZY+kVXgBx7SGdrXZpFtAoX/WtxI4i3p1KLFkqew2GvnIBoVCoVAy9YKde4uPMwvJmUODUq51ZwQnR1ASifEMINufVtpPeHqryqpEjUrpoL9pmRGDMZaBBgqFQn9bmfre0TbOeVOcd9CzzS+EmuzVjcQoXsylIhnPFZtz3jQnfe1lFT1tPw9jCSnuGC78hh8619SuslTUFhskWb+U1tUGsPTjfahpXXKJCTpXVL0Z1WBW3weFQqFQKBQKhUKhUCgUCoVCydA+36AL3RpzV6r/X+a+/wX32D1RAJsBAA==\"},\"shape\":[13152],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7579\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7580\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Patch\",\"id\":\"p7575\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"equity_dd\"},\"line_color\":\"#ffcb66\",\"fill_color\":\"#ffffea\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Patch\",\"id\":\"p7576\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"equity_dd\"},\"line_color\":\"#ffcb66\",\"line_alpha\":0.1,\"fill_color\":\"#ffffea\",\"fill_alpha\":0.1,\"hatch_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Patch\",\"id\":\"p7577\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"equity_dd\"},\"line_color\":\"#ffcb66\",\"line_alpha\":0.2,\"fill_color\":\"#ffffea\",\"fill_alpha\":0.2,\"hatch_alpha\":0.2}}}},{\"id\":\"p7587\"},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7598\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7592\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7593\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7594\"},\"data\":{\"type\":\"map\"}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7599\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7600\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7595\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":6544},\"y\":{\"type\":\"value\",\"value\":29.319074598204935},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"fill_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"cyan\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7596\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":6544},\"y\":{\"type\":\"value\",\"value\":29.319074598204935},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7597\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":6544},\"y\":{\"type\":\"value\",\"value\":29.319074598204935},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"value\",\"value\":\"cyan\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7609\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7603\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7604\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7605\"},\"data\":{\"type\":\"map\"}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7610\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7611\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7606\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":6575},\"y\":{\"type\":\"value\",\"value\":29.231329724321185},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"blue\"},\"fill_color\":{\"type\":\"value\",\"value\":\"blue\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"blue\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7607\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":6575},\"y\":{\"type\":\"value\",\"value\":29.231329724321185},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"blue\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"blue\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_color\":{\"type\":\"value\",\"value\":\"blue\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7608\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":6575},\"y\":{\"type\":\"value\",\"value\":29.231329724321185},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"blue\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"blue\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"value\",\"value\":\"blue\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7619\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7613\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7614\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7615\"},\"data\":{\"type\":\"map\"}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7620\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7621\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7616\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":375},\"y\":{\"type\":\"value\",\"value\":0.31150701193807334},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"red\"},\"fill_color\":{\"type\":\"value\",\"value\":\"red\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"red\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7617\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":375},\"y\":{\"type\":\"value\",\"value\":0.31150701193807334},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"red\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"value\",\"value\":\"red\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_color\":{\"type\":\"value\",\"value\":\"red\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p7618\",\"attributes\":{\"x\":{\"type\":\"value\",\"value\":375},\"y\":{\"type\":\"value\",\"value\":0.31150701193807334},\"size\":{\"type\":\"value\",\"value\":8},\"line_color\":{\"type\":\"value\",\"value\":\"red\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"value\",\"value\":\"red\"},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_color\":{\"type\":\"value\",\"value\":\"red\"},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7629\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7623\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7624\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7625\"},\"data\":{\"type\":\"map\",\"entries\":[[\"x\",[6543,6543.0]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7630\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7631\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7626\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"value\",\"value\":28.10682070177366},\"line_color\":\"red\",\"line_width\":2}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7627\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"value\",\"value\":28.10682070177366},\"line_color\":\"red\",\"line_alpha\":0.1,\"line_width\":2}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7628\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"value\",\"value\":28.10682070177366},\"line_color\":\"red\",\"line_alpha\":0.2,\"line_width\":2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7541\",\"attributes\":{\"tools\":[{\"id\":\"p7554\"},{\"id\":\"p7555\"},{\"id\":\"p7556\"},{\"id\":\"p7557\"},{\"id\":\"p7565\"},{\"id\":\"p7566\"},{\"id\":\"p7567\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7568\"},{\"id\":\"p7590\"},{\"id\":\"p7939\"}],\"active_drag\":{\"id\":\"p7554\"},\"active_scroll\":{\"id\":\"p7555\"}}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7549\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7550\",\"attributes\":{\"desired_num_ticks\":3,\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"NumeralTickFormatter\",\"id\":\"p7591\",\"attributes\":{\"format\":\"0,0.[00]%\"}},\"axis_label\":\"Equity\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7552\"},\"minor_tick_line_color\":null}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7544\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7545\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7546\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7547\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7548\",\"attributes\":{\"axis\":{\"id\":\"p7544\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7553\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p7549\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p7601\",\"attributes\":{\"location\":\"top_left\",\"border_line_color\":\"#333333\",\"background_fill_alpha\":0.9,\"click_policy\":\"hide\",\"label_text_font_size\":\"8pt\",\"margin\":0,\"padding\":5,\"spacing\":0,\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7602\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"Peak (2,932%)\"},\"renderers\":[{\"id\":\"p7598\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7612\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"Final (2,923%)\"},\"renderers\":[{\"id\":\"p7609\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7622\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"Max Drawdown (-76.5%)\"},\"renderers\":[{\"id\":\"p7619\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7632\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"Max Dd Dur. (0 days)\"},\"renderers\":[{\"id\":\"p7629\"}]}}]}}],\"min_border_top\":3,\"min_border_bottom\":6,\"min_border_left\":0,\"min_border_right\":10}},0,0],[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p7633\",\"attributes\":{\"width\":null,\"height\":80,\"sizing_mode\":\"stretch_width\",\"x_range\":{\"id\":\"p7485\"},\"y_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p7635\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7642\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7643\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p7640\"},\"outline_line_color\":\"#666666\",\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7677\",\"attributes\":{\"data_source\":{\"id\":\"p7525\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7678\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7679\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p7674\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"lines\"},\"ys\":{\"type\":\"field\",\"field\":\"returns\",\"transform\":{\"type\":\"object\",\"name\":\"CustomJSTransform\",\"id\":\"p7670\",\"attributes\":{\"v_func\":\"return [...xs].map(i => [0, i]);\"}}},\"line_color\":{\"type\":\"value\",\"value\":\"#999\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p7675\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"lines\"},\"ys\":{\"type\":\"field\",\"field\":\"returns\",\"transform\":{\"id\":\"p7670\"}},\"line_color\":{\"type\":\"value\",\"value\":\"#999\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p7676\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"lines\"},\"ys\":{\"type\":\"field\",\"field\":\"returns\",\"transform\":{\"id\":\"p7670\"}},\"line_color\":{\"type\":\"value\",\"value\":\"#999\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"id\":\"p7686\"}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7641\",\"attributes\":{\"tools\":[{\"id\":\"p7654\"},{\"id\":\"p7655\"},{\"id\":\"p7656\"},{\"id\":\"p7657\"},{\"id\":\"p7665\"},{\"id\":\"p7666\"},{\"id\":\"p7667\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7668\"},{\"id\":\"p7689\"},{\"id\":\"p7939\"}],\"active_drag\":{\"id\":\"p7654\"},\"active_scroll\":{\"id\":\"p7655\"}}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7649\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7650\",\"attributes\":{\"desired_num_ticks\":3,\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"NumeralTickFormatter\",\"id\":\"p7690\",\"attributes\":{\"format\":\"0.[00]%\"}},\"axis_label\":\"Profit / Loss\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7652\"},\"minor_tick_line_color\":null}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7644\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7645\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7646\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7647\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7648\",\"attributes\":{\"axis\":{\"id\":\"p7644\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7653\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p7649\"}}},{\"type\":\"object\",\"name\":\"Span\",\"id\":\"p7669\",\"attributes\":{\"level\":\"underlay\",\"location\":0,\"line_color\":\"#666666\",\"line_dash\":[6]}}],\"min_border_top\":3,\"min_border_bottom\":6,\"min_border_left\":0,\"min_border_right\":10}},1,0],[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p7486\",\"attributes\":{\"width\":null,\"height\":400,\"sizing_mode\":\"stretch_width\",\"x_range\":{\"id\":\"p7485\"},\"y_range\":{\"id\":\"p7488\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7495\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7496\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p7493\"},\"outline_line_color\":\"#666666\",\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7747\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"p7738\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"p7739\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"p7740\"},\"data\":{\"type\":\"map\",\"entries\":[[\"index\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Open\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"High\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Low\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Close\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"Volume\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"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\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"_width\",{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAC/+3FQREAEBAAwBAe4lDTZXJNhDCnht3Pxiptxrvbtm3btm3btm3btm37s3OXMy53j40sSCIAAA==\"},\"shape\":[1097],\"dtype\":\"float64\",\"order\":\"little\"}],[\"inc\",{\"type\":\"ndarray\",\"array\":[\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"0\",\"1\",\"1\",\"0\",\"1\",\"0\",\"0\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"1\",\"0\",\"1\",\"1\",\"1\",\"1\",\"0\",\"1\",\"0\",\"1\",\"1\",\"0\",\"0\"],\"shape\":[1097],\"dtype\":\"object\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7748\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7749\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Segment\",\"id\":\"p7744\",\"attributes\":{\"x0\":{\"type\":\"field\",\"field\":\"index\"},\"y0\":{\"type\":\"field\",\"field\":\"High\"},\"x1\":{\"type\":\"field\",\"field\":\"index\"},\"y1\":{\"type\":\"field\",\"field\":\"Low\"},\"line_color\":{\"type\":\"value\",\"value\":\"#bbbbbb\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Segment\",\"id\":\"p7745\",\"attributes\":{\"x0\":{\"type\":\"field\",\"field\":\"index\"},\"y0\":{\"type\":\"field\",\"field\":\"High\"},\"x1\":{\"type\":\"field\",\"field\":\"index\"},\"y1\":{\"type\":\"field\",\"field\":\"Low\"},\"line_color\":{\"type\":\"value\",\"value\":\"#bbbbbb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Segment\",\"id\":\"p7746\",\"attributes\":{\"x0\":{\"type\":\"field\",\"field\":\"index\"},\"y0\":{\"type\":\"field\",\"field\":\"High\"},\"x1\":{\"type\":\"field\",\"field\":\"index\"},\"y1\":{\"type\":\"field\",\"field\":\"Low\"},\"line_color\":{\"type\":\"value\",\"value\":\"#bbbbbb\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7757\",\"attributes\":{\"data_source\":{\"id\":\"p7738\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7758\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7759\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7754\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"field\",\"field\":\"_width\"},\"bottom\":{\"type\":\"field\",\"field\":\"Close\"},\"top\":{\"type\":\"field\",\"field\":\"Open\"},\"line_color\":{\"type\":\"value\",\"value\":null},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"type\":\"object\",\"name\":\"CategoricalColorMapper\",\"id\":\"p7750\",\"attributes\":{\"palette\":[\"rgb(254, 220, 214)\",\"rgb(214, 254, 214)\"],\"factors\":[\"0\",\"1\"]}}}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7755\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"field\",\"field\":\"_width\"},\"bottom\":{\"type\":\"field\",\"field\":\"Close\"},\"top\":{\"type\":\"field\",\"field\":\"Open\"},\"line_color\":{\"type\":\"value\",\"value\":null},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7750\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.1},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"VBar\",\"id\":\"p7756\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"width\":{\"type\":\"field\",\"field\":\"_width\"},\"bottom\":{\"type\":\"field\",\"field\":\"Close\"},\"top\":{\"type\":\"field\",\"field\":\"Open\"},\"line_color\":{\"type\":\"value\",\"value\":null},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"fill_color\":{\"type\":\"field\",\"field\":\"inc\",\"transform\":{\"id\":\"p7750\"}},\"fill_alpha\":{\"type\":\"value\",\"value\":0.2},\"hatch_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7766\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7767\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7768\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Segment\",\"id\":\"p7763\",\"attributes\":{\"x0\":{\"type\":\"field\",\"field\":\"index\"},\"y0\":{\"type\":\"field\",\"field\":\"High\"},\"x1\":{\"type\":\"field\",\"field\":\"index\"},\"y1\":{\"type\":\"field\",\"field\":\"Low\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Segment\",\"id\":\"p7764\",\"attributes\":{\"x0\":{\"type\":\"field\",\"field\":\"index\"},\"y0\":{\"type\":\"field\",\"field\":\"High\"},\"x1\":{\"type\":\"field\",\"field\":\"index\"},\"y1\":{\"type\":\"field\",\"field\":\"Low\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Segment\",\"id\":\"p7765\",\"attributes\":{\"x0\":{\"type\":\"field\",\"field\":\"index\"},\"y0\":{\"type\":\"field\",\"field\":\"High\"},\"x1\":{\"type\":\"field\",\"field\":\"index\"},\"y1\":{\"type\":\"field\",\"field\":\"Low\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2}}}}},{\"id\":\"p7777\"},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7786\",\"attributes\":{\"data_source\":{\"id\":\"p7525\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7787\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7788\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p7783\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"position_lines_xs\"},\"ys\":{\"type\":\"field\",\"field\":\"position_lines_ys\"},\"line_color\":{\"type\":\"field\",\"field\":\"returns_positive\",\"transform\":{\"type\":\"object\",\"name\":\"CategoricalColorMapper\",\"id\":\"p7530\",\"attributes\":{\"palette\":[\"rgb(178, 27, 0)\",\"rgb(0, 178, 0)\"],\"factors\":[\"0\",\"1\"]}}},\"line_width\":{\"type\":\"value\",\"value\":8},\"line_dash\":{\"type\":\"value\",\"value\":\"dotted\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p7784\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"position_lines_xs\"},\"ys\":{\"type\":\"field\",\"field\":\"position_lines_ys\"},\"line_color\":{\"type\":\"field\",\"field\":\"returns_positive\",\"transform\":{\"id\":\"p7530\"}},\"line_alpha\":{\"type\":\"value\",\"value\":0.1},\"line_width\":{\"type\":\"value\",\"value\":8},\"line_dash\":{\"type\":\"value\",\"value\":\"dotted\"}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"p7785\",\"attributes\":{\"xs\":{\"type\":\"field\",\"field\":\"position_lines_xs\"},\"ys\":{\"type\":\"field\",\"field\":\"position_lines_ys\"},\"line_color\":{\"type\":\"field\",\"field\":\"returns_positive\",\"transform\":{\"id\":\"p7530\"}},\"line_alpha\":{\"type\":\"value\",\"value\":0.2},\"line_width\":{\"type\":\"value\",\"value\":8},\"line_dash\":{\"type\":\"value\",\"value\":\"dotted\"}}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7796\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7797\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7798\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7793\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"EMA(C,25)_0_0\"},\"line_color\":\"#1f77b4\",\"line_width\":1.5}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7794\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"EMA(C,25)_0_0\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_width\":1.5}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7795\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"EMA(C,25)_0_0\"},\"line_color\":\"#1f77b4\",\"line_alpha\":0.2,\"line_width\":1.5}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7806\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7807\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7808\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7803\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"EMA(C,100)_1_0\"},\"line_color\":\"#ff7f0e\",\"line_width\":1.5}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7804\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"EMA(C,100)_1_0\"},\"line_color\":\"#ff7f0e\",\"line_alpha\":0.1,\"line_width\":1.5}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7805\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"EMA(C,100)_1_0\"},\"line_color\":\"#ff7f0e\",\"line_alpha\":0.2,\"line_width\":1.5}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7912\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7913\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7914\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7909\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_0\"},\"line_color\":\"#2ca02c\",\"line_width\":1.5}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7910\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_0\"},\"line_color\":\"#2ca02c\",\"line_alpha\":0.1,\"line_width\":1.5}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7911\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_0\"},\"line_color\":\"#2ca02c\",\"line_alpha\":0.2,\"line_width\":1.5}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7922\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7923\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7924\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7919\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_1\"},\"line_color\":\"#2ca02c\",\"line_width\":1.5}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7920\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_1\"},\"line_color\":\"#2ca02c\",\"line_alpha\":0.1,\"line_width\":1.5}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7921\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_1\"},\"line_color\":\"#2ca02c\",\"line_alpha\":0.2,\"line_width\":1.5}}}},{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"p7931\",\"attributes\":{\"data_source\":{\"id\":\"p7522\"},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p7932\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p7933\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7928\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_2\"},\"line_color\":\"#2ca02c\",\"line_width\":1.5}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7929\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_2\"},\"line_color\":\"#2ca02c\",\"line_alpha\":0.1,\"line_width\":1.5}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p7930\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"index\"},\"y\":{\"type\":\"field\",\"field\":\"BBANDS(C,20,2.0,2.0)_4_2\"},\"line_color\":\"#2ca02c\",\"line_alpha\":0.2,\"line_width\":1.5}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7494\",\"attributes\":{\"tools\":[{\"id\":\"p7507\"},{\"id\":\"p7508\"},{\"id\":\"p7509\"},{\"id\":\"p7510\"},{\"id\":\"p7518\"},{\"id\":\"p7519\"},{\"id\":\"p7520\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7521\"},{\"id\":\"p7935\"},{\"id\":\"p7939\"}],\"active_drag\":{\"id\":\"p7507\"},\"active_scroll\":{\"id\":\"p7508\"}}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7502\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7503\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7504\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7505\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7497\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7498\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"CustomJSTickFormatter\",\"id\":\"p7532\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"axis\",{\"id\":\"p7497\"}],[\"formatter\",{\"type\":\"object\",\"name\":\"DatetimeTickFormatter\",\"id\":\"p7531\",\"attributes\":{\"days\":\"%a, %d %b\"}}],[\"source\",{\"id\":\"p7522\"}]]},\"code\":\"\\nthis.labels = this.labels || formatter.doFormat(ticks\\n .map(i => source.data.datetime[i])\\n .filter(t => t !== undefined));\\nreturn this.labels[index] || \\\"\\\";\\n \"}},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7500\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7501\",\"attributes\":{\"axis\":{\"id\":\"p7497\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7506\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p7502\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p7769\",\"attributes\":{\"location\":\"top_left\",\"border_line_color\":\"#333333\",\"background_fill_alpha\":0.9,\"click_policy\":\"hide\",\"label_text_font_size\":\"8pt\",\"margin\":0,\"padding\":5,\"spacing\":0,\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7770\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"OHLC\"},\"renderers\":[{\"id\":\"p7766\"},{\"id\":\"p7777\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7789\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"Trades (548)\"},\"renderers\":[{\"id\":\"p7786\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7799\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"EMA(C,25)\"},\"renderers\":[{\"id\":\"p7796\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7809\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"EMA(C,100)\"},\"renderers\":[{\"id\":\"p7806\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7915\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"BBANDS(C,20,2.0,2.0)\"},\"renderers\":[{\"id\":\"p7912\"},{\"id\":\"p7922\"},{\"id\":\"p7931\"}]}}]}},{\"type\":\"object\",\"name\":\"Label\",\"id\":\"p7934\",\"attributes\":{\"text\":\"Created with Backtesting.py: http://kernc.github.io/backtesting.py\",\"text_color\":\"silver\",\"text_alpha\":0.09,\"x\":10,\"y\":15,\"x_units\":\"screen\",\"y_units\":\"screen\"}}],\"min_border_top\":3,\"min_border_bottom\":6,\"min_border_left\":0,\"min_border_right\":10}},2,0],[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p7691\",\"attributes\":{\"width\":null,\"height\":70,\"sizing_mode\":\"stretch_width\",\"x_range\":{\"id\":\"p7485\"},\"y_range\":{\"id\":\"p7693\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7700\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7701\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p7698\"},\"outline_line_color\":\"#666666\",\"renderers\":[{\"id\":\"p7733\"}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7699\",\"attributes\":{\"tools\":[{\"id\":\"p7712\"},{\"id\":\"p7713\"},{\"id\":\"p7714\"},{\"id\":\"p7715\"},{\"id\":\"p7723\"},{\"id\":\"p7724\"},{\"id\":\"p7725\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7726\"},{\"id\":\"p7736\"},{\"id\":\"p7939\"}],\"active_drag\":{\"id\":\"p7712\"},\"active_scroll\":{\"id\":\"p7713\"}}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7707\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7708\",\"attributes\":{\"desired_num_ticks\":3,\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"NumeralTickFormatter\",\"id\":\"p7737\",\"attributes\":{\"format\":\"0 a\"}},\"axis_label\":\"Volume\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7710\"},\"minor_tick_line_color\":null}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7702\",\"attributes\":{\"visible\":true,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7703\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"id\":\"p7532\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7705\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7706\",\"attributes\":{\"axis\":{\"id\":\"p7702\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7711\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p7707\"}}}],\"min_border_top\":3,\"min_border_bottom\":6,\"min_border_left\":0,\"min_border_right\":10}},3,0],[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p7810\",\"attributes\":{\"width\":null,\"height\":50,\"sizing_mode\":\"stretch_width\",\"x_range\":{\"id\":\"p7485\"},\"y_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p7812\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7819\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7820\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p7817\"},\"outline_line_color\":\"#666666\",\"renderers\":[{\"id\":\"p7852\"}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7818\",\"attributes\":{\"tools\":[{\"id\":\"p7831\"},{\"id\":\"p7832\"},{\"id\":\"p7833\"},{\"id\":\"p7834\"},{\"id\":\"p7842\"},{\"id\":\"p7843\"},{\"id\":\"p7844\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7845\"},{\"id\":\"p7857\"},{\"id\":\"p7939\"}],\"active_drag\":{\"id\":\"p7831\"},\"active_scroll\":{\"id\":\"p7832\"}}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7826\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7827\",\"attributes\":{\"desired_num_ticks\":3,\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7828\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7829\"},\"minor_tick_line_color\":null}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7821\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7822\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7823\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7824\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7825\",\"attributes\":{\"axis\":{\"id\":\"p7821\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7830\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p7826\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p7855\",\"attributes\":{\"location\":\"top_left\",\"border_line_color\":\"#333333\",\"background_fill_alpha\":0.9,\"click_policy\":\"hide\",\"label_text_font_size\":\"8pt\",\"glyph_width\":0,\"margin\":0,\"padding\":5,\"spacing\":0,\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7856\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"RSI(C,14)\"},\"renderers\":[{\"id\":\"p7852\"}]}}]}}],\"min_border_top\":3,\"min_border_bottom\":6,\"min_border_left\":0,\"min_border_right\":10}},4,0],[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p7858\",\"attributes\":{\"width\":null,\"height\":50,\"sizing_mode\":\"stretch_width\",\"x_range\":{\"id\":\"p7485\"},\"y_range\":{\"type\":\"object\",\"name\":\"DataRange1d\",\"id\":\"p7860\"},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7867\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"p7868\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"p7865\"},\"outline_line_color\":\"#666666\",\"renderers\":[{\"id\":\"p7900\"}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p7866\",\"attributes\":{\"tools\":[{\"id\":\"p7879\"},{\"id\":\"p7880\"},{\"id\":\"p7881\"},{\"id\":\"p7882\"},{\"id\":\"p7890\"},{\"id\":\"p7891\"},{\"id\":\"p7892\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p7893\"},{\"id\":\"p7905\"},{\"id\":\"p7939\"}],\"active_drag\":{\"id\":\"p7879\"},\"active_scroll\":{\"id\":\"p7880\"}}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7874\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7875\",\"attributes\":{\"desired_num_ticks\":3,\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7876\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7877\"},\"minor_tick_line_color\":null}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p7869\",\"attributes\":{\"visible\":false,\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p7870\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p7871\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p7872\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7873\",\"attributes\":{\"axis\":{\"id\":\"p7869\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p7878\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p7874\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p7903\",\"attributes\":{\"location\":\"top_left\",\"border_line_color\":\"#333333\",\"background_fill_alpha\":0.9,\"click_policy\":\"hide\",\"label_text_font_size\":\"8pt\",\"glyph_width\":0,\"margin\":0,\"padding\":5,\"spacing\":0,\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p7904\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"ATR(H,L,C,20)\"},\"renderers\":[{\"id\":\"p7900\"}]}}]}}],\"min_border_top\":3,\"min_border_bottom\":6,\"min_border_left\":0,\"min_border_right\":10}},5,0]]}}],\"callbacks\":{\"type\":\"map\",\"entries\":[[\"document_ready\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p7484\",\"attributes\":{\"code\":\"(function() { var i = document.createElement('iframe'); i.style.display='none';i.width=i.height=1;i.loading='eager';i.src='https://kernc.github.io/backtesting.py/plx.gif.html?utm_source='+location.origin;document.body.appendChild(i);})();\"}}]]]}}};\n const render_items = [{\"docid\":\"b15e483f-3d04-4188-8958-345f7c1a391f\",\"roots\":{\"p7956\":\"df963e67-c721-4b89-8717-33719e8cd91f\"},\"root_ids\":[\"p7956\"]}];\n void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);",
"application/vnd.bokehjs_exec.v0+json": ""
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
"id": "p7956"
}
},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.models.plots.GridPlot\">GridPlot</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'p7956', <span id=\"p7993\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">align&nbsp;=&nbsp;'auto',</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_ratio&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">children&nbsp;=&nbsp;[(figure(id='p7533', ...), 0, 0), (figure(id='p7633', ...), 1, 0), (figure(id='p7486', ...), 2, 0), (figure(id='p7691', ...), 3, 0), (figure(id='p7810', ...), 4, 0), (figure(id='p7858', ...), 5, 0)],</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">cols&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">context_menu&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">css_classes&nbsp;=&nbsp;[],</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">css_variables&nbsp;=&nbsp;{},</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">disabled&nbsp;=&nbsp;False,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">elements&nbsp;=&nbsp;[],</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">flow_mode&nbsp;=&nbsp;'block',</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">html_attributes&nbsp;=&nbsp;{},</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">html_id&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">margin&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_height&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_width&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_height&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_width&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">resizable&nbsp;=&nbsp;False,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">rows&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">sizing_mode&nbsp;=&nbsp;'stretch_width',</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">spacing&nbsp;=&nbsp;0,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">styles&nbsp;=&nbsp;{},</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">stylesheets&nbsp;=&nbsp;[],</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;PropertyValueSet(),</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">syncable&nbsp;=&nbsp;True,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar&nbsp;=&nbsp;Toolbar(id='p7955', ...),</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_location&nbsp;=&nbsp;'right',</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width&nbsp;=&nbsp;None,</div></div><div class=\"p7992\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width_policy&nbsp;=&nbsp;'auto')</div></div></div>\n",
"<script>\n",
"(function() {\n",
" let expanded = false;\n",
" const ellipsis = document.getElementById(\"p7993\");\n",
" ellipsis.addEventListener(\"click\", function() {\n",
" const rows = document.getElementsByClassName(\"p7992\");\n",
" for (let i = 0; i < rows.length; i++) {\n",
" const el = rows[i];\n",
" el.style.display = expanded ? \"none\" : \"table-row\";\n",
" }\n",
" ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
" expanded = !expanded;\n",
" });\n",
"})();\n",
"</script>\n"
],
"text/plain": [
"GridPlot(id='p7956', ...)"
]
},
"execution_count": 68,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# --- 6. PRINT STATS & PLOT ---\n",
"print(stats)\n",
"bt.plot()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "pyvenv_lemaske",
"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": "3.12.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment