diff --git a/examples/mpf_demo_autoclose.py b/examples/mpf_demo_autoclose.py new file mode 100644 index 00000000..ff1d5956 --- /dev/null +++ b/examples/mpf_demo_autoclose.py @@ -0,0 +1,21 @@ +import pandas as pd +import mplfinance as mpf + +import time +import matplotlib.pyplot as plt + +infile = 'data/yahoofinance-SPY-20200901-20210113.csv' + +df = pd.read_csv(infile, index_col=0, parse_dates=True) + +# print('len(df)=',len(df)) + + +for jj in (0,1,2): + start = jj*35 + stop = start + 35 + tdf = df.iloc[start:stop] + fig,_ = mpf.plot(tdf,type='candle',volume=True,mav=(10,20),figscale=1.5,returnfig=True) + plt.pause(4) + plt.close(fig) + del fig diff --git a/examples/mpf_demo_axlabelsize.py b/examples/mpf_demo_axlabelsize.py new file mode 100644 index 00000000..1c4c6c0c --- /dev/null +++ b/examples/mpf_demo_axlabelsize.py @@ -0,0 +1,28 @@ +import pandas as pd +import mplfinance as mpf + +infile = 'data/yahoofinance-SPY-20200901-20210113.csv' + +df = pd.read_csv(infile, index_col=0, parse_dates=True).iloc[0:60] + +# mpf.plot(df,figscale=1.5,type='candle',mav=(10,20)) + + +#mpf.plot(df,type='candle',figscale=1.5) + +#df = pd.read_csv(infile, index_col=0, parse_dates=True).iloc[0:180] +#mpf.plot(df,type='renko',figscale=1.5) +#mpf.plot(df,type='pnf',figscale=1.5) + +#mpf.plot(df,type='candle',figscale=1.5,mav=10) + +mystyle=mpf.make_mpf_style(base_mpf_style='yahoo',rc={'axes.labelsize':'small'}) +mpf.plot(df,type='candle',volume=True,mav=(10,20),figscale=1.5,style=mystyle) + +mystyle=mpf.make_mpf_style(base_mpf_style='yahoo',rc={'axes.labelsize':'medium'}) +mpf.plot(df,type='candle',volume=True,mav=(10,20),figscale=1.5,style=mystyle) + +mystyle=mpf.make_mpf_style(base_mpf_style='yahoo',rc={'axes.labelsize':18}) +mpf.plot(df,type='candle',volume=True,mav=(10,20),figscale=1.5,style=mystyle) + + diff --git a/examples/scratch_pad/lines.dill b/examples/scratch_pad/lines.dill new file mode 100644 index 00000000..f46b2633 Binary files /dev/null and b/examples/scratch_pad/lines.dill differ diff --git a/examples/scratch_pad/macd_color_issue594.ipynb b/examples/scratch_pad/macd_color_issue594.ipynb new file mode 100644 index 00000000..7ba2031b --- /dev/null +++ b/examples/scratch_pad/macd_color_issue594.ipynb @@ -0,0 +1,824 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "# Shading regions inside matplot chart using mplfinance\n", + "\n", + "## https://stackoverflow.com/questions/75572878/\n", + "\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# This allows multiple outputs from a single jupyter notebook cell:\n", + "from IPython.core.interactiveshell import InteractiveShell\n", + "InteractiveShell.ast_node_interactivity = \"all\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(252, 9)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Open High Low Close Adj Close \\\n", + "Date \n", + "2012-06-28 132.289993 132.990005 131.279999 132.789993 118.641281 \n", + "2012-06-29 135.199997 136.270004 134.850006 136.100006 121.598610 \n", + "\n", + " Volume UpperB LowerB PercentB \n", + "Date \n", + "2012-06-28 169242100 136.500761 128.219241 0.551922 \n", + "2012-06-29 212250900 136.721010 128.792993 0.921670 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)\n", + "df.shape\n", + "df.head(2)\n", + "df.tail(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[*********************100%***********************] 1 of 1 completed\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import yfinance as yf\n", + "import mplfinance as mpf\n", + "import pandas as pd\n", + "\n", + "# Download the stock data\n", + "df = yf.download('TSLA', start='2022-01-01', end='2022-03-31')\n", + "\n", + "# Define the date ranges for shading\n", + "red_range = ['2022-01-15', '2022-02-15']\n", + "blue_range = ['2022-03-01', '2022-03-15']\n", + "\n", + "\n", + "# Create a function to shade the chart regions\n", + "def shade_region(ax, region_dates, color):\n", + " region_dates.sort()\n", + "\n", + " start_date = region_dates[0]\n", + " end_date = region_dates[1]\n", + "\n", + " # plot vertical lines\n", + " ax.axvline(pd.to_datetime(start_date), color=color, linestyle='--')\n", + " ax.axvline(pd.to_datetime(end_date), color=color, linestyle='--')\n", + "\n", + " # create fill\n", + " xmin, xmax = ax.get_xlim()\n", + " ymin, ymax = ax.get_ylim()\n", + " ax.fill_between(pd.date_range(start=start_date, end=end_date), ymin, ymax, alpha=0.2, color=color)\n", + " ax.set_xlim(xmin, xmax)\n", + " ax.set_ylim(ymin, ymax)\n", + "\n", + "\n", + "# Plot the candlestick chart with volume\n", + "fig, axlist = mpf.plot(df, type='candle', volume=True, style='charles', \n", + " title='TSLA Stock Price', ylabel='Price ($)', ylabel_lower='Shares\\nTraded', \n", + " figratio=(2,1), figsize=(10,5), tight_layout=True, returnfig=True, show_nontrading=True)\n", + "\n", + "# Get the current axis object\n", + "ax = axlist[0]\n", + "\n", + "# Shade the regions on the chart\n", + "shade_region(ax, red_range, 'red')\n", + "shade_region(ax, blue_range, 'blue')\n", + "\n", + "\n", + "# Show the plot\n", + "mpf.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "red_range = ['2022-01-15', '2022-02-15']\n", + "blue_range = ['2022-03-01', '2022-03-15']\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "y = df.Volume.values\n", + "shift = 0.75*min(y)\n", + "y = [y-shift for y in y]\n", + "x = [x for x in range(len(y))]" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(2,figsize=(11,8.5),facecolor='k',tight_layout=True)\n", + "ax[0].set_facecolor('k')\n", + "ax[0].bar(x,y,width=1,color=('r','g'))\n", + "ax[1].set_facecolor('w')\n", + "ax[1].bar(x,y,width=1,color=('r','g'))" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "import mplfinance._helpers as h" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [], + "source": [ + "colors = ['r','g']\n", + "newcolors = h._adjust_color_brightness(colors,amount=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(1.0, 0.0, 0.0), (0.0, 0.5, 0.0), 'r', 'g', 'r', 'g']" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "newcolors = newcolors + colors\n", + "newcolors + colors" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(2,figsize=(11,8.5),facecolor='k',tight_layout=True)\n", + "ax[0].set_facecolor('k')\n", + "ax[0].bar(x,y,width=1,color=newcolors)\n", + "ax[1].set_facecolor('w')\n", + "ax[1].bar(x,y,width=1,color=newcolors)" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [], + "source": [ + "def adjust_color_brightness(color,amount=0.5):\n", + " \n", + " def _adjcb(c1, amount):\n", + " import matplotlib.colors as mc\n", + " import colorsys\n", + " # mc.is_color_like(value)\n", + " try:\n", + " c = mc.cnames[c1]\n", + " except:\n", + " c = c1\n", + " c = colorsys.rgb_to_hls(*mc.to_rgb(c))\n", + " return colorsys.hls_to_rgb(c[0], max(0, min(1, amount * c[1])), c[2])\n", + "\n", + " if not isinstance(color,(list,tuple)):\n", + " return _adjcb(color,amount)\n", + " \n", + " cout = []\n", + " cadj = {}\n", + " for c1 in color:\n", + " if c1 in cadj:\n", + " cout.append(cadj[c1])\n", + " else:\n", + " newc = _adjcb(c1,amount)\n", + " cadj[c1] = newc\n", + " cout.append(cadj[c1])\n", + " return cout" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.colors as mc\n", + "import colorsys" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'#FF0000'" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mc.cnames['red']" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['AsinhNorm',\n", + " 'BASE_COLORS',\n", + " 'BoundaryNorm',\n", + " 'CSS4_COLORS',\n", + " 'CenteredNorm',\n", + " 'ColorConverter',\n", + " 'ColorSequenceRegistry',\n", + " 'Colormap',\n", + " 'FuncNorm',\n", + " 'Image',\n", + " 'LightSource',\n", + " 'LinearSegmentedColormap',\n", + " 'ListedColormap',\n", + " 'LogNorm',\n", + " 'Mapping',\n", + " 'NoNorm',\n", + " 'Normalize',\n", + " 'Number',\n", + " 'PngInfo',\n", + " 'PowerNorm',\n", + " 'Sequence',\n", + " 'Sized',\n", + " 'SymLogNorm',\n", + " 'TABLEAU_COLORS',\n", + " 'TwoSlopeNorm',\n", + " 'XKCD_COLORS',\n", + " '_ColorMapping',\n", + " '_REPR_PNG_SIZE',\n", + " '__builtins__',\n", + " '__cached__',\n", + " '__doc__',\n", + " '__file__',\n", + " '__loader__',\n", + " '__name__',\n", + " '__package__',\n", + " '__spec__',\n", + " '_api',\n", + " '_check_color_like',\n", + " '_cm',\n", + " '_color_sequences',\n", + " '_colors_full_map',\n", + " '_create_empty_object_of_class',\n", + " '_create_lookup_table',\n", + " '_has_alpha_channel',\n", + " '_is_nth_color',\n", + " '_make_norm_from_scale',\n", + " '_picklable_norm_constructor',\n", + " '_sanitize_extrema',\n", + " '_to_rgba_no_colorcycle',\n", + " '_vector_magnitude',\n", + " 'base64',\n", + " 'cbook',\n", + " 'cnames',\n", + " 'colorConverter',\n", + " 'from_levels_and_colors',\n", + " 'functools',\n", + " 'get_named_colors_mapping',\n", + " 'hex2color',\n", + " 'hexColorPattern',\n", + " 'hsv_to_rgb',\n", + " 'importlib',\n", + " 'inspect',\n", + " 'io',\n", + " 'is_color_like',\n", + " 'itertools',\n", + " 'make_norm_from_scale',\n", + " 'mpl',\n", + " 'np',\n", + " 're',\n", + " 'rgb2hex',\n", + " 'rgb_to_hsv',\n", + " 'same_color',\n", + " 'scale',\n", + " 'to_hex',\n", + " 'to_rgb',\n", + " 'to_rgba',\n", + " 'to_rgba_array']" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(mc)" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1.0, 0.0, 0.0)" + ] + }, + "execution_count": 89, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mc.hex2color('red')" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0.6, 0.6, 0.6]" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#c = [int(v*255) for v in mc.to_rgb('blue')]\n", + "adj = 0.6\n", + "c = [min(1.0,v+adj) for v in mc.to_rgb('k')]\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_color(c):\n", + " fig, ax = plt.subplots(figsize=(1.2,0.6),facecolor='k')\n", + " ax.set_axis_off()\n", + " ax.bar([0],[1],color=c)" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.5490196078431373, 0.33725490196078434, 0.29411764705882354] \n", + "\n", + "[0.7490196078431373, 0.5372549019607844, 0.49411764705882355] \n", + "\n", + "[0.9490196078431373, 0.7372549019607844, 0.6941176470588235] \n", + "\n", + "[1.0, 0.8372549019607843, 0.7941176470588236] \n", + "\n", + "[1.0, 0.9372549019607843, 0.8941176470588235] \n", + "\n", + "[1.0, 1.0, 0.9941176470588236] \n", + "\n", + "[1.0, 1.0, 1.0] \n", + "\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAHEAAABCCAYAAABgkDnTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAA0UlEQVR4nO3dsQnDAAwAQTl4O/eZJGN4EveZL9nBCRg/d71A8KjWMjOf4dYeVy/A70QMEDFAxAARA0QMEDFAxAARA0QMEDFgPTu4P7d/7sHMvI73qTmXGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBIgaIGCBigIgBy/iLcXsuMUDEABEDRAwQMUDEABEDRAwQMeAL1dgFg9CxJGcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "color = mc.to_rgb('orange')\n", + "color = mc.to_rgb('lime')\n", + "color = mc.to_rgb('cyan')\n", + "color = mc.to_rgb('#7f7f7f')\n", + "color = mc.to_rgb('#bcbd22')\n", + "color = mc.to_rgb('#8c564b')\n", + "for adj in [0,0.2,0.4,0.5,0.6,0.7,0.8]:\n", + " c = [min(1.0,v+adj) for v in color]\n", + " print(c,'\\n')\n", + " plot_color(c)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/scratch_pad/mpl.zorderaxes.ipynb b/examples/scratch_pad/mpl.zorderaxes.ipynb new file mode 100644 index 00000000..7cb22b12 --- /dev/null +++ b/examples/scratch_pad/mpl.zorderaxes.ipynb @@ -0,0 +1,444 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "# Experimenting with Zorder and overlapping Axes\n", + "\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# This allows multiple outputs from a single jupyter notebook cell:\n", + "from IPython.core.interactiveshell import InteractiveShell\n", + "InteractiveShell.ast_node_interactivity = \"all\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "x1 = [0,1,2,3,4]\n", + "yR = [2,4,3,5,3.5]\n", + "yY = [4850,4400,4800,4800,5000]\n", + "\n", + "x2 = [0,1,1.7,2.4,4]\n", + "yG = [4500,4500,4500,4950,4950]\n", + "\n", + "yW = [4700,4720,4730,4740,4750]\n", + "\n", + "axpos = [0.1,0.1,0.8,0.8]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Red zorder= 0 visible= True facecolor= (0.0, 0.0, 0.0, 1)\n", + "Yellow zorder= 0 visible= True facecolor= (1.0, 1.0, 1.0, 0.05)\n", + "Green zorder= 0 visible= False facecolor= (1.0, 1.0, 1.0, 1.0)\n", + "White zorder= 0 visible= False facecolor= (1.0, 1.0, 1.0, 1.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(8,5))\n", + "\n", + "##fig.patch.set_alpha(0.0)\n", + "axR = fig.add_axes( axpos )\n", + "axR.set_facecolor('k')\n", + "\n", + "axY = fig.add_axes( axpos, sharex=axR )\n", + "axY.yaxis.tick_right()\n", + "axY.yaxis.set_label_position(\"right\")\n", + "#axY.patch.set_visible(False)\n", + "axY.patch.set_alpha(0.05)\n", + "\n", + "axG = axY.twiny()\n", + "axW = axG.twiny()\n", + "\n", + "#ax1.patch.set_visible(False)\n", + "#ax2.patch.set_visible(False)\n", + "\n", + "#axR.set_facecolor('k')\n", + "axR.patch.set_facecolor('k')\n", + "#axY.patch.set_facecolor('k')\n", + "#axG.patch.set_facecolor('k')\n", + "#axW.patch.set_facecolor('k')\n", + "\n", + "#axY.patch.set_visible(True)\n", + "#axG.patch.set_visible(True)\n", + "#axW.patch.set_visible(True)\n", + "\n", + "_ = axR.plot(x1, yR, linewidth=15, color='magenta')\n", + "_ = axY.plot(x1, yY, linewidth=15, color='yellow')\n", + "_ = axG.plot(x2, yG, linewidth=15, color='lime')\n", + "_ = axW.plot(x2, yW, linewidth=15, color='white')\n", + "\n", + "def print_zorders():\n", + " print('Red zorder=',axR.get_zorder(),' visible=',axR.patch.get_visible(),' facecolor=',axR.patch.get_facecolor())\n", + " print('Yellow zorder=',axY.get_zorder(),' visible=',axY.patch.get_visible(),' facecolor=',axY.patch.get_facecolor())\n", + " print('Green zorder=',axG.get_zorder(),' visible=',axG.patch.get_visible(),' facecolor=',axG.patch.get_facecolor())\n", + " print('White zorder=',axW.get_zorder(),' visible=',axW.patch.get_visible(),' facecolor=',axW.patch.get_facecolor())\n", + " \n", + "print_zorders()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m stop here\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "stop here" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# axes = [axR,axY,axG,axW]\n", + "# for ax in axes:\n", + "# ax.patch.set_facecolor('lime')\n", + "# print(ax.get_facecolor(),ax.patch.get_facecolor())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- **Apparently `ax.facecolor` and `ax.patch.facecolor` ARE ONE AND THE SAME, but**\n", + "- **`ax.alpha` and `ax.patch.alpha` ARE DIFFERENT, and**\n", + "- **`ax.visible` does _NOT_ exist but `ax.patch.visible` _DOES_ exist.**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# axes = [axR,axY,axG,axW]\n", + "# for ax in axes:\n", + "# ax.patch.set_alpha(0.1)\n", + "# print(ax.get_alpha(),ax.patch.get_alpha())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "axR.set_zorder(0.32)\n", + "axY.set_zorder(0.31)\n", + "axG.set_zorder(0.32)\n", + "axW.set_zorder(0.30)\n", + "print_zorders()\n", + "fig" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "axR.set_zorder(0.32)\n", + "axY.set_zorder(0.31)\n", + "axG.set_zorder(0.32)\n", + "axW.set_zorder(0.30)\n", + "axG.patch.set_visible(False)\n", + "axR.patch.set_visible(False)\n", + "print_zorders()\n", + "fig" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "STOP HERE" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "axR.set_zorder(0.3)\n", + "axY.set_zorder(0.4)\n", + "axG.set_zorder(0.5)\n", + "axW.set_zorder(0.29)\n", + "#axY.patch.set_visible(True)\n", + "#axG.patch.set_visible(True)\n", + "#axR.patch.set_visible(False)\n", + "print_zorders()\n", + "fig" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "axR.set_zorder(0.1)\n", + "axY.set_zorder(0.2)\n", + "axG.set_zorder(0.3)\n", + "axW.set_zorder(0.05)\n", + "axR.patch.set_visible(True)\n", + "print_zorders()\n", + "fig" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Apparent Rules for Overlapping Axes:\n", + "\n", + "1. Items drawn first appear *underneath* items drawn later.\n", + "2. There is a zorder for each plot element, and a separate zorder for each Axes.\n", + "3. Each Axes is drawn completely, with its plotted data, before moving on to draw the next Axes. In other words, drawing is done per Axes at a time. If you have overlapping Axes, all elements of the second Axes are drawn on top of the first Axes, irrespective of the elements relative zorder.\n", + "4. Axes are drawn according to the zorder *of the Axes*.\n", + "5. If two or more Axes have the same zorder value, then Axes are drawn in the order they were created (i.e. the order that they appear in the `list` `Figure.axes`).\n", + "\n", + "#### Still trying to verify the following:\n", + "6. The first Axes created within a given Figure, us unique in that *it will obscure the data from other axes* if it is drawn after them. \n", + "7. This problem can be solved if the other Axes have `patch.set_visible(False)` ???\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "axatt = dir(axR)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "axlist = fig.axes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pprint\n", + "pp = pprint.PrettyPrinter(indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "# dirlist = dir(axlist[0])\n", + "# #dirlist\n", + "# for item in dirlist[0:]:\n", + "# obj0 = 'axlist[0].'+item\n", + "# obj1 = 'axlist[1].'+item\n", + "# #print(item+':\\n',' ',obj0==obj1,'\\n ',eval(obj0),'\\n ',eval(obj1))\n", + "# print(item+':')\n", + "# # pp.pprint(eval(obj0))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/scratch_pad/mpl.zorderbar.py b/examples/scratch_pad/mpl.zorderbar.py new file mode 100644 index 00000000..b18320df --- /dev/null +++ b/examples/scratch_pad/mpl.zorderbar.py @@ -0,0 +1,28 @@ +import matplotlib.pyplot as plt + +fig = plt.figure() + +fig.patch.set_alpha(0.0) + +ax0 = fig.add_axes( [0.1,0.1,0.8,0.8] ) +ax1 = fig.add_axes( [0.1,0.1,0.8,0.8] ) + +print('ax0 zorder=',ax0.get_zorder()) +print('ax1 zorder=',ax1.get_zorder()) + +ax0.set_zorder(0.1) + +X = [0,1,2,3,4] + +Y0 = [2,4,3,5,3.5] +Y1 = [4600,4400,4800,4800,5000] + + +ax0.plot(X, Y0, linewidth=5, color='lime') +ax1.plot(X, Y1, linewidth=5, color='magenta') + +# ax1.set_zorder(1) +# ax0.set_zorder(2) +# ax0.patch.set_visible(False) + +plt.show() diff --git a/examples/scratch_pad/multicursor_macd_ginput_save.py b/examples/scratch_pad/multicursor_macd_ginput_save.py new file mode 100644 index 00000000..ab1e63cd --- /dev/null +++ b/examples/scratch_pad/multicursor_macd_ginput_save.py @@ -0,0 +1,98 @@ +import pandas as pd +import mplfinance as mpf +import dill +import os +from matplotlib.widgets import MultiCursor + +# read the data: +idf = pd.read_csv('../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True) +df = idf.loc['2011-07-01':'2011-12-30',:] + + +# macd related calculations: +exp12 = df['Close'].ewm(span=12, adjust=False).mean() +exp26 = df['Close'].ewm(span=26, adjust=False).mean() +macd = exp12 - exp26 +signal = macd.ewm(span=9, adjust=False).mean() +histogram = macd - signal + +# initial plot: +apds = [mpf.make_addplot(exp12,color='lime'), + mpf.make_addplot(exp26,color='c'), + mpf.make_addplot(histogram,type='bar',width=0.7,panel=1, + color='dimgray',alpha=1,secondary_y=False), + mpf.make_addplot(macd,panel=1,color='fuchsia',secondary_y=True), + mpf.make_addplot(signal,panel=1,color='b',secondary_y=True), + ] + +# For some reason, which i have yet to determine, MultiCursor somehow +# causes ymin to be set to zero for the main candlestick Axes, but we +# can correct that problem by passing in specific values: +ymin = min(df['Low']) * 0.98 +ymax = max(df['High']) * 1.02 + +# initial plot with cursor: +if os.path.exists('lines.dill'): + alines = dill.load(open('lines.dill','rb')) + fig, axlist = mpf.plot(df,type='candle',addplot=apds,figscale=1.25,figratio=(8,6),title='\nMACD', ylim=(ymin,ymax), + alines=dict(alines=alines,colors='r'), + style='blueskies',volume=True,volume_panel=2,panel_ratios=(6,3,2),returnfig=True) +else: + alines = [] + fig, axlist = mpf.plot(df,type='candle',addplot=apds,figscale=1.25,figratio=(8,6),title='\nMACD', ylim=(ymin,ymax), + alines=dict(alines=alines,colors='r'), + style='blueskies',volume=True,volume_panel=2,panel_ratios=(6,3,2),returnfig=True) +multi = MultiCursor(fig.canvas, axlist[0:2], horizOn=True, vertOn=True, color='pink', lw=1.2) + +fig.canvas.draw_idle() + +# --------------------------------------------------- +# set up an event loop where we wait for two +# mouse clicks, and then draw a line in between them, +# and then wait again for another two mouse clicks. + +# This is a crude way to do it, but its quick and easy. +# Disadvantage is: user has 8 seconds to provide two clicks +# or the first click will be erased. But the 8 seconds +# repeats as long as the user does not close the Figure, +# so user can draw as many trend lines as they want. +# The advantage of doing it this way is we don't have +# to write all the mouse click handling stuff that's +# already written in `Figure.ginput()`. + + +not_closed = True +def on_close(event): + global not_closed + global alines + dill.dump(alines, open('lines.dill','wb')) + not_closed = False + +fig.canvas.mpl_connect('close_event', on_close) + +while not_closed: + + vertices = fig.ginput(n=2,timeout=8) + if len(vertices) < 2: + continue + p1 = vertices[0] + p2 = vertices[1] + + d1 = df.index[ round(p1[0]) ] + d2 = df.index[ round(p2[0]) ] + + alines.append( [ (d1,p1[1]), (d2,p2[1]) ] ) + + apds = [mpf.make_addplot(exp12,color='lime',ax=axlist[0]), + mpf.make_addplot(exp26,color='c',ax=axlist[0]), + mpf.make_addplot(histogram,type='bar',width=0.7,panel=1,ax=axlist[2],color='dimgray',alpha=1), + mpf.make_addplot(macd,panel=1,color='fuchsia',ax=axlist[3]), + mpf.make_addplot(signal,panel=1,color='b',ax=axlist[3]) + ] + + mpf.plot(df,ax=axlist[0],type='candle',addplot=apds,ylim=(ymin,ymax), + alines=dict(alines=alines,colors='r'), + style='blueskies',volume=axlist[4],volume_panel=2,panel_ratios=(6,3,2)) + + fig.canvas.draw_idle() + diff --git a/examples/scratch_pad/simple_matplotlib.py b/examples/scratch_pad/simple_matplotlib.py new file mode 100644 index 00000000..301d05aa --- /dev/null +++ b/examples/scratch_pad/simple_matplotlib.py @@ -0,0 +1,10 @@ +import matplotlib.pyplot as plt +import random + +fig = plt.figure(figsize=(6,6)) +ax = fig.add_axes([0.1,0.1,0.8,0.8]) +x = [x for x in range(0,50)] +y = [random.randint(10,30) for y in range(0,50)] +ax.bar(x,y) + +plt.show() diff --git a/examples/scratch_pad/time_to_plot_line_vs_bar.py b/examples/scratch_pad/time_to_plot_line_vs_bar.py new file mode 100644 index 00000000..13620fad --- /dev/null +++ b/examples/scratch_pad/time_to_plot_line_vs_bar.py @@ -0,0 +1,24 @@ +import matplotlib.pyplot as plt +import timeit +import random + +def pbar(): + fig = plt.figure(figsize=(5,2)) + ax = fig.add_axes([0.1,0.1,0.8,0.8]) + x = [x for x in range(0,150)] + y = [random.randint(10,30) for y in range(0,150)] + ax.bar(x,y) + +def pline(): + fig = plt.figure(figsize=(5,2)) + ax = fig.add_axes([0.1,0.1,0.8,0.8]) + x = [x for x in range(0,150)] + y = [random.randint(10,30) for y in range(0,150)] + ax.plot(x,y) + +timeline = timeit.timeit(pline,number=5) +timebar = timeit.timeit(pbar,number=5) +print('timeline=',timeline) +print('timebar =',timebar) +print('\ntimebar/timeline=',timebar/timeline) + diff --git a/examples/scratch_pad/widths_so75526312.ipynb b/examples/scratch_pad/widths_so75526312.ipynb new file mode 100644 index 00000000..3ea53cc8 --- /dev/null +++ b/examples/scratch_pad/widths_so75526312.ipynb @@ -0,0 +1,1120 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "# Widths of candles, wicks, ohlc ticks, volume bars\n", + "\n", + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "## Introduction\n", + "\n", + "**The appearance** of candlesticks, their edges, wicks, ohlc open and close ticks, volume bars and their edges, can all vary greatly in terms of what \"looks good\" depending on many factors.\n", + "\n", + "These factors include: \n", + "- how much data is on a plot (number of data points)\n", + "- how far apart the data points are (minutes, days, weeks, months, etc)\n", + "- size of the figure\n", + "- whether or not the you have chosen to `show_nontrading` periods on the plot.\n", + "\n", + "\n", + "The existence of [multiple panels](https://github.com/matplotlib/mplfinance/blob/master/examples/panels.ipynb), volume, and choice of [mplfinance style](https://github.com/matplotlib/mplfinance/blob/master/examples/styles.ipynb), can also affect what ***widths*** of these items look good.\n", + "\n", + "**mplfinance** has algorithms to adjust the width of candlsticks, volume bars, and ohlc ticks, to ensure \"automatically\" that these aspects of the plot will be clear and crisp for a wide range of data. **Version 0.12.5** contains an improved algorithm so most users will not need to adjust these aspects of the plot.\n", + "\n", + "However, since no algorithm is perfect, in this notebook we show how to:\n", + "- Revert to the old (pre v0.12.5) algorithm.\n", + "- Tweak the results of either algorithm per you own preferences.\n", + "- Manually set the various width values per your own preferences.\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# This allows multiple outputs from a single jupyter notebook cell:\n", + "from IPython.core.interactiveshell import InteractiveShell\n", + "InteractiveShell.ast_node_interactivity = \"all\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(252, 9)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/html": [ + "
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OpenHighLowCloseAdj CloseVolumeUpperBLowerBPercentB
Date
2011-07-01132.089996134.100006131.779999133.919998117.161659202385700132.373927125.3160731.219057
2011-07-05133.779999134.080002133.389999133.809998117.065437165936000133.254297124.9127031.066618
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" + ], + "text/plain": [ + " Open High Low Close Adj Close \\\n", + "Date \n", + "2011-07-01 132.089996 134.100006 131.779999 133.919998 117.161659 \n", + "2011-07-05 133.779999 134.080002 133.389999 133.809998 117.065437 \n", + "\n", + " Volume UpperB LowerB PercentB \n", + "Date \n", + "2011-07-01 202385700 132.373927 125.316073 1.219057 \n", + "2011-07-05 165936000 133.254297 124.912703 1.066618 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/html": [ + "
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OpenHighLowCloseAdj CloseVolumeUpperBLowerBPercentB
Date
2012-06-28132.289993132.990005131.279999132.789993118.641281169242100136.500761128.2192410.551922
2012-06-29135.199997136.270004134.850006136.100006121.598610212250900136.721010128.7929930.921670
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" + ], + "text/plain": [ + " Open High Low Close Adj Close \\\n", + "Date \n", + "2012-06-28 132.289993 132.990005 131.279999 132.789993 118.641281 \n", + "2012-06-29 135.199997 136.270004 134.850006 136.100006 121.598610 \n", + "\n", + " Volume UpperB LowerB PercentB \n", + "Date \n", + "2012-06-28 169242100 136.500761 128.219241 0.551922 \n", + "2012-06-29 212250900 136.721010 128.792993 0.921670 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)\n", + "df.shape\n", + "df.head(2)\n", + "df.tail(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'0.12.9b8'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import mplfinance as mpf\n", + "mpf.__version__" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "setup = dict(type='candle',volume=True,mav=(7,15,22))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "---\n", + "\n", + "**Let's see** how a plot can vary depending on how much data is present.\n", + "\n", + "**First**, let's see it using the old algorithm:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mpf.plot(df.iloc[0: 40],**setup,width_adjuster_version='v0')\n", + "mpf.plot(df.iloc[0: 80],**setup,width_adjuster_version='v0')\n", + "mpf.plot(df.iloc[0:150],**setup,width_adjuster_version='v0')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "---\n", + "\n", + "**Now let's see** the same three plots using the **new** algorithm:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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VshLx+ts8qPVFW76GzxYvRf78CwcIG4drDiZoqfzTkM2OsRfy698mUnLNnZygJbU6BMzyjYHcUQnQjTP5qACyF2qcZqf5RJnmORwbH7PPvoObHGsQglO0ZMy3zeGJrD0xX38f07RMhmmO8KvMxJkmBCdpSbycXELBSy7s75lIv8PaEERKYaPUch9pvrsx6CWdXh5FURSl92lrTeuSkpJWx0NKIHTmSD6VLq7T+iC++L7dWdPS5ydU1XamE/v7RnImJVA7KgDduGFSBZC7mcYBYqREZTX9TVZ2xZDeQ4Sd3/0eyvoG2LG0loQ1ZtLu+zOIdBtPwWs4kjT/HbugdIqiKEpP9/yiBRFNmmk8wUaXkuDZYwgdtB/XaVlkC1Obx7YVpDaW+JKZrEsclNznpuribtz8iAoge71MZ1ark2YiZTJbGTlyFCZz1w/uTRYG9jLb+EF6CA7U2bGslsRXzKTO+bMspZb7SAi+hiX0WZeXT1EURenZ2lpRJjMzsyEzSuMJNm/KavT998L88NM4dwaPrfXwzZoxlecXLag7XyuTWUUtpN9uJf0OG4WLXNSO7f6rscUp/4rSXcW6pubqFcsbWis7klYoHobZkvihuobhIoHAnjoFL9aSc2YC0iypnOkjqPWn0jyLTN+1bLe9D908d5aiKIrSfRQXl5DbNw+oazAZeuhQ+g0Y1Or+er9c3pBV1D7wBH28f07irP/MbH6OgN+L05kJ1H0mX3zhJBYs2plfUoLjLRMZt9kI9NXJX1lDYK+2V4PrLlQLpBLW448+3JCnalcbZkvkJ+khuHMsp39fnR1LXaQ8ZSHpubo0QpWmK9BkDUmBZ3dlURVFUZQeJjUtvaGhZO78hWQ4+7TacOLRdYJTzuQ0kUxSeU3Y/ebOX8iF02a02/hi3KLRZ4qDzOtslF/tZcfy2h4TPIIKIJVWSNl2wvGutI/ZjgHBpkbT0fyDQxQ95SZ9tg1DqUAKa92EGr+aUKMoiqLER/PMKE9VFUCti9NEUpvHtTXfwBqykHa/lbyTEgll6Gz9bw01E/09LiLrYcVV4inTmdUls6k76uVlyxgibHwvPU1+7xkexDMsSMpjdeMh6ybUHE2a//ZdUEpFURSlN2g8lrFxABk6aD/ed1diWvRKbCvFSHCsMrHok6exrTeyY3ktJQ960NNaLtjRE6gAcje2eNlK8voNaPi5tQHAu9K5Z43h2muv5aNH5/NjswASoPw6L0lLzBi3172YSy2zSQiuwBr6tKuLqiiKovQAzZcrbP7Z17z1UErJe3oNwakTKX5wPuaalp9F7RlQ05+csxxk3GbjuT0Wk7+yFt/BPXsRDBVA7uYav3BiSfHT2UqKi9B1nZL3PiKfAOUy2GS7f0gI18kBUh+pa4UMav2oMF9Fhu9aaLavoiiKojRfrrCtz75aPcTjeilvyCqusfYl6X9/NIxtjKTRRbjg4g3T+Nf/zcW3f4htH9RgvjSp3ejLoBfu/Bzrvql8ekQA+dxzzzFkyBCuuuqqFtvee+89zj77bIYOHcohhxzC5MmT+eyzpulcCgsLmTVrFocffjgHHnggZ599Nt98801XFb9ba+2FI0Tra2bHQ+NUBs0Xl4eWObP0mloGYQnbCllxrZeElWZMv9c9zlWmyxHSTVJArVCjKIqixGa79DNtx6/40blNy2ZfYY2q0cX2sZG8kxPZp2pvZh55JWW3e9GTZbvHmUM/k+v5K5qsAszxuJVO0a0DyMrKSqZPn87ChQuxWFqmY3/33Xe57LLLOOKII1i+fDlLlizBbDYzdepUfvvtNwD8fj8XXngh27ZtY+HChbzyyisMHDiQKVOmsG3btq6+pR4jr9+AmFMARWLxspXccNOdLF62sm61HL3ppJ1wSxseIKz8ECaADAzUqR3vJ+2hulZIKaxUmK8jOfAMyJ45tkRRFEXZdX6TXu4PFfHXhBSu1Jwk7UwPF0lPnaiFjBtt9JnioGqKj38ecxtfeL6K6Lq24HvkeP5GjXESxZanoBvPU+jWAeSaNWtwu92sWLGC5OTkFtvfeOMNjjrqKGbNmsXAgQMZPHgw99xzD4FAgA8//BCAtWvXsmnTJh588EEOPPBA9tlnH+644w6SkpJ4+umnu/qWlEai7TI/QNj4GS+BMEFh+Swv9nUmzD/WvchdxpEYZT5m/bu4lFVRFEXZPXwvPczVixmrJTMlJTuqCTO2/xrJOykJ828Gtr1VQ9VUP3Mef5rUtPR2j00MPE8f77mUWe6jwvLPbh08QjcPIEeMGMGiRYtITw9f8Y888gjPPts071/9rGKjsS5H+kcffUT//v0ZNOjPpKBGo5GjjjqqIchUdq3WMvM3l4cZGxq/0HLFgFC2pGain9RH61qqpXDgMp5GYvCVTimzoiiK0nNEupTgZ7qLJ/USzhPpnKi1naqnMa0aMq+10ecSB5XTvex4uZbgwAhzOkqdNN8dpPtupdC6jBrT2RFfd1fq1ivR5OXlRbV/YWEh99xzD7m5uYwePRqAzZs3hz1P//79ee211/B4PNhstrDnE6JrvwDUX6s7fOnoyntf8lKzzPyNrl9fBAEYNMFQaecL6eIAreXfrPJSL3nHJmH+VSOwj06t6UwyvZdTbrmz161O052ele5C1UlLqk7CU/XSUm+vkzWrXmX0uJa9Xo3v92vdzb9lGZdpmRyg2SKuE8uXBpwzHAQHhNj+Tg3BfjrND2ntM1VID5m+GVhCX7PD/jYBwz4tju0q0f7tu3UAGan333+fK6+8Ep/Px/Dhw1m6dCmpqakAuFwu+vbt2+KYhIQEAGpqaloNIAfmpOBwODqv4K0YmJPS5ddszm41MSi368ox9cLzmlyv/vomU13gZzIZGJSbwjifieuLNtE3JwmzaNaAngtMhrxnk2AJIMfC7zMYlPo1OP7aVbfSpbrDs9LdqDppSdVJeKpeWuqtdVKQv5Vp541n3bp1mE0GjAYN887PFYCvPTUsLCnjpsx+HGtPaXJsq3WiAw8CdwB3g2mWRj/NFHbX5p9xAAR2wI4JYNRhwOfkGZ2x32AcuFzhy96aXhFADhs2jBUrVrB9+3aeeuopzj77bBYvXkxOTk6Hzrt5RyV2e9ctaC5E3YO6eUflLp/74fYG2JRf2WXXG3bsqU2uV3/9QKAuT1YgEGJTfiVWKbFKwerthRyi2Vucx3iBRt4JiWybXkNwoE66Ng6t4FlKbId31a10ie70rHQXqk5aUnUSnqqXlnp7nfgDIbZuy2dTfiX+QIhgSMe/83Nlk/TxcKiIiVoafStgU0Ul0HadaBUC50w7pt8NFL/kwndoCApav37zzzhr8GOc3il4DMdRap2LLDIDla0d3iXcbldU+/eKANJutzNo0CAGDRrE4YcfzgknnMCCBQu4/fbbSUxMxOVqWSk1NTUIIUhKan2Mg5S7ZhLvrrpudypD/fXriyCpL4/gcOHgc+niYNkygAz016kdGSBlvoWSBz3UGM8gxzOWEv1hpGi5f0+3q/9O3ZGqk5ZUnYSn6qWl3l4nze+tSA8wVy9mtEjhaJEQ9t6b14kxX5A9OYFAP53tb9agpzT6sIqgAMmBx0jzz6bMcifVxqmAiPz4ThTt371bT6Jpi67rvPvuu2zYsKHJ7202G3l5eWzcuBGAQYMG8ccff7Q4fsuWLeTm5mK1WrukvEr8HC7sfCs9+GT4AcoVl3tJeN2MMV/g0w4lKLKwB9/q4lIqiqIoXS3SyTIA0mTkCb2EI4SDkyOcMGPeoJE7JhHPEUEKn3HVBY8RErKaLO8FpASeZIdtJdWmi3r0oNMeG0BqmsZ9993HnDlzmvze6/Xyxx9/4HTWjSU47rjj2LZtG7///nvDPn6/n48++ojjjz++S8vck3THZQ3r9cNMKoYWa2PXC+yl4z4pQPLTFhCCWtMZJAZf7uJSKoqiKJ2htSBx8sQxPP7owxGfJ3jmSAwIzhSpEe1v/dRAzoREqs/2UzrbE1Ufrim0gb7uE9GoYpv9v/gMPX9YVbcOICsrKykpKaGkpIRQKITP52v42ev1MmPGDD788EPmzJnDxo0b2bBhA9deey01NTWcfXbdNPiTTz6Z/fbbj+uuu47vv/+eTZs2ceONNxIIBLjooot28R12X91xWcN6QvzZjd2amjP9ON40g4Qa4xnYQ+9h0Au7sJSKoihKZwi30ES03nFVoB8yhEu1TEwRtAJavjSQfUEC5Td4qLjaS8RTpaUkIfAyfT0n4zKOosD6KrrI6Fjhu4luHUDOnDmTo48+mqOPPprCwkLWrVvX8PPatWsZN24c9913Hx9++CFjx47lwgsvpLq6mueff56hQ4cCdTkfn3nmGQYOHMjUqVMZN24cZWVlLF68mD59+uziO1RidYSw8wMePK10Y3uOCmKoFJh/MhDUBuE2HE9K4LEuLqWidG/RdPcpSncweeIYtm3d0vBz42d48bKV5PUb0O459Jws/lW5A+Nzr5Au2m9GNP9oIPv8BMpu8FA92R9xWU36r2R7x5Phu5Ei61OUW27tVSnluvUkmsWLF7e7z7hx4xg3blyb+2RkZPDww5E3ayu71qwZU6koL2tznxxhJgsT30o3R4qEFtulFdwjAjj+Y8I/JESF+VpyPGOoMM/qNd/+FKWjVq98tVv3NihKc42XvIXIn2EhBBmZTmpkiOBlk6l+aSWZv7acH9HC/yD7bAeVl3qpviCy4FHIGtL8D5AUeIYa07kUWReiR9hN3pN06xZIZfcU8HtxOjPb3e8wYedr6W51u/uvARzv1H1H8hkOw2sYRop/ftzKqSiKouw6s2ZMpbS4kFkzpra7b16/ATy7dAWP6SUcmtEX+zufMHf+wjaPMf6hwUlQPclP5eW+iMpkC75HnvsoLKEvyLf9h1LLg70yeAQVQCo92J7CwhZa/0boOjGIeYMBw466wSoV5mtIDjyDJiu6qoiKoihKHGU6sxqWLA74vXz19VcE/C2Xt4Wm3dtSCJ6VpehIpmjpjB59epvXMW3SyBmfABOg4obw529Mk1Vkeq+gj/d8Kk1XsMO2Fr/hgCjurOdRAaTSY/XHQgUhqmQo7HY9TeIdGsLxn7rs+l7DUfi0g0j2P9WVxVQURVHiZPGylVw28x8R7Vs/2UZKiRz7VzZJH5drTixCa7Pb2/SrRs4ZCdSO8cMjtDthxhz6jr7uozHKbWyzf0y1eRo0XymtF+r9d6j0OCazleLiknb3swsNJ0b+aKsV8uQAjnf+XJ6prhXySYSsjktZFaU3UZNqlJ4gkjGP9d3blz92L/fpRZhPOoYrNCfJ7UxiMW/QyD0zgZoz/ZTf3P5s64TAMnI9p1FtuoAC62sEtX7R3EqPpgJIpduZO38hqWnpQF13haZpZDqzwu7bX5j5Q7Y+NsV9cgDb/xnRdsaLHsMIAtreJAeeiXu5FaWni0d6FEXpKiazlaGHDsVkbrogiC4l3n0HcNRbL+GdPI4DhI2HbYPIFeY2z2coEWSfl0DVuX7Kr2sneJRB0n3/JMN3PUXWRVSa/9Gjk4LHQgWQSre25KWVHHrooSx5aWXY7QMw84dsvQUyMFAnMEDH9t+drZBCUGmeSXJgIchgZxRZUXqE5hMQmmc/UK2RSnc3d/5CMpx9GibDeKSOPGk4N+k7CJ0zjq+feR7HHf9ipJaMrb0u5QBkXerAe1iQin+0Hzw6fZdgD64j3/4ebuPJ8bupHkQFkEqP0/iDrX87E2kAXH8NNIyDBHAZTgXAEVLLGyq7r+YTEJpnP1CtkUpPUL9q2lfSzXX6dpJPOZ6xIoUnUgeT8OFXzJvzRETnSb/HilYpKH7I3U7wGMLpuwxL6Ed22FYT0PaIw130TCqAVHqcxh9s/TBTSYjKNloTXX8NYH/fCIGdvxBGqkwXkhR4upNLqiiKotTrjFbtU8eM5yW9nEV6KeeJdB7KGMwwzYExiu7khNdNJL5ioehpF9LRxo5SJ9M3E0voG3bYVhLSnB2/gR5MBZBKj2YXGlntTKTxHRJC2sD+3z/z5tcYz8MW+hST/ktXFFNRFGW3F+9W7UoZ5CG9iJ+ll5u1bA7X2or+wrOtN5J5g53ieS4CA8OvbAaADJLpm4k19NnO4FGtZKcCSKXHq5tI00Y3tgFqTveTuPzPAdQhzUmtcUzdWEhFURRll2rcOjl54hgmTxwTdlu9oJQ8rpeQjIF/an3oI0wt9mlPwmsm+kxxUHqXB/dJrfdiCemhj/d8rKGv2GFbRUjLifpavZEKIJUerz+WtgNIoGa8H8c7JrTKP7s1qkwXkRhYhpA1nV1ERVEUpQ2NWydLiouaLFkYruXyDVmFZ2dScEu0ORclpDxmIfMmO4ULXNSc2cbnR6iSPp7xGGQx+fa1hLTc6K7Vi6kAUumW6gdGR6K/MLc7kSawt45v3xAJq//8lurTDiegDSQx+FLM5VSU3iLS/KsdoWZ2K+G0tSTh6hXL+eV/PzV5dn6TXt6W1UzTMqIOHoUXMq+3kbzIQv7LtXiOa73lUZPlsHUEEjs7bCvQRVpU1+rtVACpdEuRJIqt1x8zVe1MpAGoOcNP4quN8oAJQZVp2s6UPm2MfVGU3UDj/KudYdaMqSx6en5E6xYru5e2liQcNXYC++w7uOEzwSN1FuqljBHJ9Gsnr2Nzxu2CnPEJmH80kL+yBv8B4VcxA0BKMr2XgzGXQttSpIh+fGVvpwJIpUeZPHEM27ZuafI7286JNO21QtaODmD53oBp05+Pfa1xPJqsJjG4rDOKqyg9SjQt/9Fqb91ipffbtnVLu2Mb2yKl5EVZTgYm/iqSojrW9l8jfU9LxD8kxI7Xagn2lW3unxR4GkvoW8h+HmIYX7k7UAGk0qOUFBchZcsX/oD2JtJQtza264QACY1aIaWwUWq+mzT/7WiyKu7lVZTuKtwqHtG0/CtKtKSUDWMbZ82YyvOLFoTdL9OZhQiThudtWc2P0sNULR0tgjQ9o8aMhwCk3WelzzQHZf/0UnK/B2lt+zhz6AfS/bdTbF0Axoz2b2w3pQJIpdubNGlSu/tEMpEGoHZ8oK4bu1GPtcs4loC2L6n++zpSTEXpUZqv4qEoXal54vrGFi9bSV6/AU1+94XuYrWs4krNSaowhj2uuXGHnEnu+AQc75jIX1lDzcT2PyOEdJHlvYhK0wy8xqMjus7uSgWQSrcXSQA5QJjbzAVZz3VCAM0F1s8avQEJQYn5fpICizCHfupIURVF6QRq8k3vkOnMItOZFfVxR114PotkGdO0DAYIS0THONaY6HtqIr4hIbavqcG/XwTj3KUkw3c9IZFKhfn6qMu5u1EBpNIr9MNMNSEq2lvf2gK1owIkrGo6piVg2I9q01QyfNdDmC5yRVF2HbWsYu+weNlKFi9bGdUxhTLA18MHM0GkcrCwt3+ADqkPW3FeY6fkITel93qQtsiulRRchCP0NkXWZyDCVs7dmQoglV7BKjT6YuI36Wt3X/cJAewfmKBZnFhhvg6T/I2E4GudVEpFUZSmdtfW1fbSRo0aMx6XDPGoXsxw4eAELbHdcwo3ZF1qJ3G5mfzXa3CdFmj3mHrW0Kek+26m0PocIa1vxMftzlQAqfQa+wgrv9D+DE/PkUGMRQLT5qaPvy6SKTPfQbr/FoSs7axiKkq3N3niGH768bsmM2aV2DUPEhv/vLu2rraXNuq0MeN5Si8lEyNniNR2z6eVCXInJGAo0chfHWGX9U4GvYAs7wWUm2/Faxge8XG7OxVAKr3GPsLKL7L9AFI6wHt4ENt/W3ZR1BrPJCDySPU/1BlFVJQeoaS4CKnLJquBdKXe1irXPEjcXYPG1oTLCPCKrKCcIBdrme3OuDaUCnLPTCCQp7NjaS2hjCiGIUkffbzn4zGMoMp0Say3sFtSAaTSa+yFhSKC7SYUB3CPCGL/MExuL6FRanmQ5MBTmPTfOqGUirJ7ChcktEYFWLuX5hkBPtRr+ES6mKk5sbez0oyhRJBzVgL+vUMUPeaGyObY1JEhsnzTgSAllkcggtRAyp9UAKn0GgnCQF9M/BrJOMgRQWyfGAk3cdtvOJAa49lk+G5QE2oUJU5257RBzRNo93Sd0UIsge+lh/tDhbwkK7hEyyCrnQTe9cGjb98QRY+6IZp831KS4b8Rc+h7Cq0vISOZoKM0oQJIpVeJdBykf78Qul1i/TL8TLtyy81YQt/iCL0R7yIqitKOivKyVpc87Ind240TaDfX1r12V/FqIa5f+egH6UHefiWL9FIGCyv3a7kMFu1MnZbgnGXHv1eI4nluiHLSdErgERzBlRTYXiWkhc9HqbRNBZBKrxLpOEg08BwbxB5mHCSALlIps9xCuu8GNFkR51IqSvfQmUsXdoTTmdnqkoe9rXu7rXvt7Y4ZM5Yn9RIW6CWI9V9yn5bLSC2FBGFo99iEFSbMGwyU3O+JOnhMDLxAin8uBdZXCGoDYiu8ogJIpXeJbhxkAPuHrb/z1BjPw68NIct7EchQPIupKN1CvJYu7Imtgp2tt9VJ4/tp3Go6eeIY/nbCX6Luol+v13KLvgMp4S4th9GOPljaGe9YT6sQZNxho+w2D3pKdMOM7MG3yPBdR5F1CX7DgVEdqzSlAkilV4lmHKTn2CDmnw0YSloZOC00iq1PYdT/IM1/V5xLqii9R2utgl0RRHXXQC0eLaXd5d5mzZjKoqfnNwSNjVtNS4qLqK6qarWLvvk9SClZoVfysqxgqpbBpYZMUoQxqi8z6Xdb8R4YonZ05HkeASyhz8nyXkSx5VE8xmOjOlZpSQWQSo8W7g020nGQoQyJf/8Qto9ab4XURTKFtiUkB57FEXi9Q2VVlN5o1oypVJSXhd32/KIFnT6+ryd0aQshGpbwmzVjKqXFhRHVS3e5t4Dfy1dffxVRV3uLnJeN7kGXkhdkOetlLddrWZGtLNOM9RMjCWvMlN7jgSgmTZv0X8j2TKTcfAsu0+lRX1dpSQWQSo/V/Ftxvb0jHQdJG+l8Gglo+1JkfQKnbybm0M8xl1dReqOA34vTGX4SQjzG9/XEpObNy5zXb0DES/h1l1bHthQXl7Sajqm1Lw1BKXlGlvKz9HKD1odcYY76usIFmTfYKL/aSzAv8kTh5tBPZHvGU206nyqzyvUYLyqAVHqs1r4V771zHGRVBOMW3ccGsX1ohHbei9zGv1Nlugin72KIoHtcUZT4aJ7UvCfMWm4rEXt76YzqW+yiaansauddeHGr5W/8paFxIL1MlpMvA1yv9SEjxnWmM2+2E8qQVE2N/D04MbCUXM8p1BonUm6+NabrKuGpAFLpdRKEgVxMEbVCeg8LIvxg+ab9WX/l5hsBSPM/0OEyKkpvJLsgb2pvnrXcOOCKptu4q0U6XrE+kHYdsh9fSDeXa5kkRzDDOpzEl83Y1xkpmu+KaNa1kB4yvVeQ7ruJIuuzlFtuVonC40wFkEqvtLew8lsE4yAxg+uvQRLeiCADrbBQbHmS5MATWEJfdLyQitJJurobVFrMvKNXc6Oez/2hQmojaP1vrYxuqcOxf8GQ17dFQForQ8jU5LiUubto3B28q5eQ7AzWffckZcaFXKxlkNlOYvDWmH7VyLjFRvE8N6Hsdr6kSIkjuIo891GY9Q1st/8Xt/HkmK6rtE0FkEqv1BcTBRGk8gFwnebHsdZctxRCO/yGIVSYr8HpvQwh3R0spaJ0jo5OvrCfdAx9Z9+ElpzY5n66lATH/BX/7Ov5VLoYK1KoKSzkfr2IsjCvv8Z5J8OV0S115uhFJJ19Ov6bLuOf+g6SLzuf7H9eSc6Tc3j/3x5mb36SOzfOJesSO5lX2elf269D97orNK6H1LT0sN3B0migOBhmqaweREtKpO/9t1Dz4uvtJwZvhfBAn0sdVJ3vw3182+/pltBX5HhOI8N3DRXmK8m3vUlQy4vpukr7ekQA+dxzzzFkyBCuuuqqFtu+/PJLzjvvPI444giOPPJIpk2bxoYNGxq2f/bZZ+yzzz5h/y1cuPstqdWbtLW2bpYwUURkKR48xwQxVAks30XWtVJpugJdpJLmvzOq8ipKT1AsA6TMnIohLYWsJx/g1zaGgrwqK9GHHoDpiSXcrPXhL1oCRbc+yF7Cwn16IXpOVpP92+r69EiduXoRDjTu1HKYq+VxhpaKZjRz0icDeX7soUxflM0n1rdZP8nAp4fUQEgy+9s7MRTv+q7JaFp926oHU99ski86B//sGzin8Bf8d17NUr2cH6UHvVGLbFe2Mkezjnm97dJPxr034v3ld2qWrYjtwgHIutxBKFlSfm0rz6EM4Ai8To777+R4RuI1HMVW+5fUmC6AGMdaKpHp1gFkZWUl06dPZ+HChVgsLVdI//bbb7ngggvIzs7mhRdeYMGCBXg8Hi644AJKSkqa7PvKK6+wfv36Jv/OPvvsrroVJU4ynVkN6TDaGoyehZEKQvhk+zP1pBVcJwVwrI2we0UYKbY+TlLgBezBN6Mqv6J0to5MvtCl5Fm9DPnJV2y99Dr0N95jrl7MG3pVk+AF4BO9lg9lDcb5z6P9thkhBLNmTKWscAdfzbyOo0UCgeumE5g2iQ/1mrAtkvW8UmeuXkx2vpk7b+/Pnocls8/QFMYd1oe3r5rKNctHsMy5hPx1NayxPsfbm29j4bRC/jlnCz+k/Y8+UxwIT9S3G1cdbfWVUpJ63Qz2fGkBhmwnpmdfYkXO/hhefZMAkmf1Uh7UiyiRgbhcLxrRrGMurRaCZ/ydu/UCtI1bqXn4qYb37KiEwHmVHeNWjcKFrpbrXMsQSf4F9HcfSLr/NtzGk/nD8SPllluQIin66ylR69YB5Jo1a3C73axYsYLk5JbjXp577jmys7OZPXs2e+21FwcccAB33303lZWVrF27tsm+aWlpZGZmNvlns8XWpK7sOouXrYwoHUYyBiwIiom0GztQNw4ywjkAAW1PSiwP4/RehlHfGtlBitIFOjL54j+ymipCPHHyJAYPOYh/T/kH12pZrJe13KEXsEHWRWkbpY8lspxLtEy0otIW1w76vYzRUqi95UGMRWV8Il3cqOfzpF5CIMy4xhd/q2TKtdncefwgzMUaxXPdFC50UbjAhesVA1NHTGfCBxc1TJ4QJeX8U8vGJXQe+Mc3SDM4r7C3m01hV4lkyciPZC3WQ4bw27gLKb/rEbQNv+PQDBi+28B5Wjr3arnkCBO36wV8qNdE+lYVs+YtnJHcQ5EM4L/javS8bG7Rsnlu1AW8ufa/EacwaqDXpeux/GCg4MVa9NSmd2sO/USu5xRSAk9QanmQrfZvqDRfiS7So7uO0iHdOoAcMWIEixYtIj09/ENx7733smzZMjTtz9vIyqr7puN2q/FpuzMhBE6MFEfYje0+LoChVMP8U+QzBGtNZ+IyjiHLOwVkzx6rpCj50s8qWcUULR2r0BoChoHCwp1aDn8RDubrJTwWKuZxvYSxIoUhwobJbKW4uCTsOZMqanl81PncYOjDg1pfSmWQOXoRrp2TbFzfSzzTjdxx6gD2l1a2v1VD0VNuPMcE8R0Swjc0hO+wEF5Dy7QtdqExVkshcPIRbH26BssGA+n3Rt7F2pXam7VcKoO8LCuomPMUweLSsPtYhcZkLZ3pWiYrZRXygvgsQ9ma5vkcI5l5/basxv/dz9gfWxJTnkcAJKTfYcO23sSOpbWEMncGj1JiDv1Auu8Wcj0n4TEMZ5v9Y1zGkRDjzG6lY7p1AJmXl4fB0PqDYbfbWwSX7733HgAHH3xwZxZN6QGyhImiCCfSSBu4TwhENhu7kVLLbAQ+0v23xVJERekWpJQ8p5dxvEhkL1EXhDUOGExCcKqWzD1aLknCwOHCzl9F3QSbufMXkppW9z7c1li5ZGHgWi2LBJ+BdWvdzP79EfY5PRktE7Z9UEPZIx4Ce7XfhNh41vJgrFBVzUeptRQ87yJxmZnEF2IMXGIQj3GIUgie08s4TDjwfvFtu/sfIGzcovWBoUP4WXZev3206ZK0lGQ+kbVY3vuUeRF0dbcm7UErCWtM7Fhag+izkYTAK2R6r6S/ezC5nr9h0jeRb3ubcssdyBhWslHip1eNMN2+fTt33nknRx99NEceeWSTbYsXL+bzzz9nx44dOJ1OJk+ezIQJE5q0XjYnRNemjaq/lkpV9af26qStv1EWRooIRFyfrpEBUu+3UnG9N/IlsoSNYtsicl0n4DH+FY/xhAgP7Bj1rLSk6qSlSOtkOwHyCfAPLavNfVOEgfNp2SNU/zqc9/hCLr5wEvMeX9jk9wCmXzQyn7Xx4JoUqhNDrD69jB/Pz2eEMwEpRJsvucbnSUtPb3R+gfjPR7wzJY/jBiVQ9IyLPpMTCOXpeEa0/uUxXs/KmlWvMnrchBZlrPtFhNc4bhjFBJihZbKs0XHhylsvVRgRq9ex7Myx3GawYozDQ99anUR0agEJo0+uWwUsvyD6epU6Jv1/pL71K/bEDfje/pq+tq/R3NX4tSF4DcMosT6K1zAcufMLTle8zHe395Ro77PXBJC///47U6ZMwel08vDDDzf83mQykZmZSSgU4vbbb0cIwdtvv80tt9xCSUkJM2bMaPWcA3NScDgcXVH8FtdVmmqtTuxWE4Nyw28bUqvzRm0Zg/qE397COcBVMKgiBQ6IpnSHQekNZLvmQW7XrrGqnpWWdvc6MZsMGA0aZpOBgTkpLF26lEmTJrV5zLsVOxgeTGZwZlpM12z8Ogz7/w+AscAZwBpIOVLw8kXXs+bQfzeco61yTr3wvJbnlEGoXctIw1sEZDYu+wD2PC0JXtlB9podcHAR5OwN9hFg2iPsp2NHnpWzzjqLirJibrz6El566SVcNZUN/zebDBg0gdlkaPX9CaAo6McwcTQ3OvszxJbY5LjGf8dBuSmceOKJAKxbtw4AxydfYDj7dL5PDDIhKfxSkrGorxOzqa73r63y1+9ntFlJGH0y52dmc3cb78ktBLZC1SKoXAS+YkgfAkcdhC1nNNjuAsvBWDQrFmBXZv/cXd5TXK7oeuB6RQD55Zdfctlll7HnnnvyxBNPNJlwc+ihh7J+/fom+x944IEUFRWxYMECpk2bhtkcvstj845K7PbIxtDFgxB1D+rmHZV0wYIOPUJ7deL2BtiUXxn2WE0G2Brytro9nKzj7PgX6lS0ljKiFZqcRD/PPRRsXYfPMDSqY2OhnpWWVJ3U8QdCBEM6/kCIzTsqufvuu3l0/pMseSn8RAZdSt4OlXOOlhbVa6Wxxq/D5v8veL6WrOkOym73UHPOzrHChfDrJ59z1NEjGsq1cNHzDDv21LDnH3bsqQ3nDIa8lGx+mBT/Y5SVFnDUvjoZRXeT4jMQBIJ790Ebk4vxLSf+U57GYriUkEjHbTyVCvP1hHa2snb0WamqruWzz79g5MhRbMqvxB8I4fEF2ZRfSXJqBmXlFSSnZrRZpytClQw2OkgrD7GJunOEdIk/EGryd9yUX8nWbfkAbMqv5NyzxrBp42/scc9cnr3+Mvas1kjq4DjA5nXiD4QarteW5NQMQiP2gupa0stCnHDK6DaPMeiF2INv4AiuwRZaj8dwPMGP7iXh6vEU/NuPLzUEHur+4d35b9fY3d5T3G5XVPv3+ADyhx9+YNq0aQwfPpw5c+a0Ggw2t99++7F69WoqKytxOp1h95GSXfLQ7Krrdmet1UlbdeWURqrRcek6dhHZcN+akQHSHrZS/o8ourGBEKlUm84l2T+fIuuzkR/YQepZaUnVyZ/q66GkuKjh/6tXLG8yvvF36cOLZDC2mOutcZ03/v+IgmPJusRByUNuascEmmQ5kFI2lGvyxLqA6NyzxrQ6Y9egF5IUeI5X7v0UY2A75ebrOf6iRygvryY5uw97rPw3V2rOujGcQ8D5rB3LUwb+eLkYc/IXJAUWkOc6nHLztVSbL2lR1o6QElJS03nksYVIWZctor6eWzu/LiUfy1omamlN92nlfa7x/+tXrCl+9wOOuP5qXtUruUCLzwzk5nXSXv38e+kKrqr+hTMS+wKCUWNa3rNR30RCcA2O4Bos+td4tcNwGUdSbHqM5Af2IGmpmYJFLrxDQxFnwuhKu8t7SrT32K0n0bSnrKyMSy65hOHDhzNv3rywweMrr7zC3Xff3eL3P/zwA0lJSa3O8FZ6psaD2hPQsKNFPBMbwH1SAGNBdLOx61WZLsURfAOj/kfUxypKV2meP/Az6eIwYY/LOLrGHGtMXPPzVRQ96aoLHtvQ1hJ+ltA3OL1T6e8+CKv+JdXJT7Pd9jG1pokEQ3Vllm4Px4pEXtIr2CR9IKD4QTf+vUNkn+3EVzOCItsSCq3PkxR8kb6uo8D3S1zvt7n2Zi3/ghc/kgPpWDq5M7VUPpMuNsqWM9U7ovFkpbZ8jwdjQgLDRLPhXjJAsv9R+rqPop/7L9hCH1JjmsQf9p/YYX+LKi4n/eq9SFhjIv/1WryHt7/8pdK9dOsAsrKykpKSEkpKSgiFQvh8voafvV4v8+bNw+/3c80111BeXt6wraSkhMrKSqAu/+OSJUu47bbb+OWXX9i4cSOPPfYYb731FlOnTm1zlrfS8zT+cBRC1E2kiXAmNoC01yUVT1gd/ZqtQW0ALuNpJAeeiPpYRdkVglLypXRzRPMP/w6yvW/EebWdew64D/eJkb/+GtNkKZnemeR4/o4u0tlmX0+BbTlu4ylhxzOOFMkMEhYe0ou4P1TINwY3hfNcBHN0sic7EDXgMR7HNttHuI1/g21/xaBv7+itxuwT6WKYcLQauEe6+otTmDhNJPG8XkYwjs1krS2x2JhX6rymV3KiSMTU6D7MoR/o6zmRpOCLVJpmscXxGwW25VSbLiSkZWHcrJEzKQHzbxr5K2oJ7NlNE3gqberWXdgzZ87k888/b/i5sLCwYQDx7NmzWb9+PTU1NZxyyiktjj3iiCNYvHgxJ554Io899hjPPPMM5557Ll6vl4EDB3L77bczceLELrsXpfNNnjiG0pLiJr9zRrGkYb3a0QEy7rRSfkN03dgAlaYZ5HjGUmG+Hl2kRnewonSxn/FiQrA3LVf6akvzbvDGBlfuT5/pDkrud/N/qz7jwmgLJUMkBReR5rsbr+FIttk/IagNaPcwu9A4W6QxWibzoazlOb2M8cYURjwh6DPVQd+xiZRf48V1CpRb7iLF4CW7Zjz5trVxSUAdSaLtel6p85V0c4PWp9V95s5f2GY9N3aqSOZL6eZNWcUokRJxOTpCl5JFehkJaJxcv/KL9JPqf4iUwKNUmS6j3HwdiEbPlg9Sn7CQMt9KzQQ/ZTd5kAldUlylE3TrAHLx4sVtbj/99MhmvJ500kmcdNJJ8SiS0o2F6/7qg5HCCFejqec5LoB2tR3LtwZ8h0TXreIzHIZPO4CkwCIqzVdHdayidLbVK5bj9/3Z1fmZdHG4cKBF2X29euWrYQMby1cG7v32Dspu81A7LgCrIjtfpjOLmppq9t8nhRzvWIz6VoqtT9a1FEYpQRg4TSTjlEZe0Ms5wuKg4FkXyS+YybjZRuojViqu8sLUJwm4TifbcwY7bCuRO/NaxiqSQK/el9KNEyN5Ldbni+2cRiE4X0vnQb2IodJOToxJvJcuXdrqRKYGEgjBG1oVW/Bxs5aNUQgM+g6yvBdioJp825v4DQc37G/+RcP2kYmkF8xIM+x4qRbfoarLuqfr1l3YitJRTkwUyehaIKUV3KcESFgZfTc2QKX5cpIDT0OU11WUeGir63PU2AmYLXUtQj6p8610MywOyZj71/Yja7qdnLMSWDJwKdUX1M22jrRVbvGylUw/J4vXHvyFoOjLNvtHMQWPjcdAD8VOFibWyiqwQNUUP1vXV1Mz0Ufm9TZ4zEiR9Wl0kUSOZzwGveUX0M7yiazlKJGAiCJwz3Rmtbn/IGFhhEjg33p5i3XLw5Jg3qBhKBCg162h/tBDDzWsPjN65ASsXxhInWMlZ1wC/Q9LYuB+yQzqn8zAvZI5eVwmDz00EOd6C47y9fR1H0dQG8B22zpCxYeQ+LIZ5xV2+g9NIndUIvb/Gqma4mP7GzUqeOwlVACp9GpZwkgxQWSUY4NqR/tJWGOOaW1dt+FvSIw4Qm9Gf7CixKBx4DR3/kIunDaj3fFrX0s3qRjoR+wrtwgPZF5t48nPHyWUKtn6UTWv9H+tYXskLWgGvQCn91KuOftHSi0PUmx9AlnfJdqOTGcWQhNkOuuWsG0+BvpMLZV3ZQ1lO8dBS1tdIFn0jAtuAMu3dgqtLxLQ8ujrOQFL6Jtobj8mJTLARnwtJ520Y/GyleT1G9DmPuNEClUE+UDWtrmfViHIusxO7qhE+g9LYuA+ycx970G+sn3FvHUP0e/IJGbeOIU+UxyYf9OoOdNP0RMu8l+r4dsPy7n47V+pOdNP+nYTWR8+S5/QmRjuvh3rCS/Q99gs+v8liaTFZoK5OkWPudn8YxUFS1xUn+ennUZXpQdRAaTSq2Vhwo1ObZSRoPvoIMIH1s9jmGQlDFSbLiApEPtyXooSjVjWLX5P1nCsSIyqFQzqWqpKiwu5dvp0+kx1YNpsYMpfLqF0todQtoy41dFm0bl8Yin93IcjpJtp9w2n1hTd+s6Ll61k8JCDWk39M0hYOETYeVVWNPm9d1gIbgfnpQ5EpYNiyzNUmaaR4xlJQuClqMoQrU+kiyHYSA6Tt7F5QBwti9CYpKWxSlbileHf8+zvGck7KRHhFWz9pJrTjhtL/uoaXthjKUyHf++9mOI5bvJX1rDl22qKnnBTM8mP9/AQvn1DLMorI3tPIxnnCHwPPwxX3kK+fQXbLj6Xkge9lN3uYct31eSvrqX8ei/eo4JEOcRW6SFUAKn0ajahkYgW9UQaTOA6LUDC6thaZ2qMk7GFPsWk/xrT8YoSjWjXLd4ofewgwNEi+hkMAb+Xr/7vK2787Bq0WkHB87UU2AsbtrcXvGqyghT/PP7z5GaOG+qiwPYKRbZ/U1wRWzqb+oB18sQx/PTjd0yeOKbJ9tNFCt9KT8s0N9eAf98QzqvtIAWV5lkUWReR4buOPp6zMOmdk+bn6zZmvbcXEEfiQGw4MfKurIEgJC80k3GjjT4XOuj7twSyLnNQfo2XwmddzLxjCkVVBfj31fmi/9cMfWQoX+d9h/fIIP79dGgW436Dh834mCBSSAosJM0/mwLbcryOIwgM0vEMD+I+MYieshskTVTiG0C++eabXHbZZRx//PEcfPDBDb+/++67KS8vj+elFCVifTBFlcqnXu2oAAlvmMAf/TVDmpNa40iSAouiP1hROtk6Wc1wkRBxgv3GbMYEPu7zESnBFAoWu5ARzj0x6n+Q4b2K/q4h2INvcfcCJ2dc1w+v4cioy9BYfcDaWi7JdGHkJJHISr2y6YEalDzixrzBQPLTdU1kbuPJbLN/SVDLo697BBneq9FkaYfK11ilDLKDAPuL9vMrxkoIwRgthfe8NWRcaifp3xb0RInn6AAVM31sfb+amkl+EHVfBpzOumUQ585fSG5ubqtDH7xSZ5lezniRQnbwRdJ9t1Ngewmf4fBOuxele4tLAOn3+7n44ou5+uqref/99ykoKMC3c6af2+1myZIlnHvuuQ25GRWlKzmFMfoWSMBzVBA9QdYFkTGoNk0hMfAiQka3PJSidCaZksTX0s0JMcw6tn5uYNkfL5Aj+2L8MBM9ObKWJiFdZHtOxyDLyLe9wQ77m7z9f4lIGd/k5a05TiTyP7xUNvsiqadKih9xkTbHiqGwriwhLZNSy0Nst3+IUW6jr/tkDHpBXMqxQXrJw0xiG8sORpMOqDWDXVbumzIQT74kf0Ut5f/0UjXVj+vvAULZsbUOrpFVpGLk5NCHZPhuoND6QoeDf6Vni0sAuWDBAj788EOklAwaNAij8c/sQLW1tRgMBjZv3swzzzwTj8spSoNI3myzYmyBRIOq8/0kL4ptAI9XO4qQlkNC8LX2d46jxhMqFKU5efxf2A8bfUTkX4yM+YLgmDKyz03AdXKAKw//B3rqn4FIe6/DdP8d6CKdIuuiP9O7dKE0YWRPLHwh3S22eY8M4T4+QNoDTVsFA9reFFpfwms4ghzPuLi0RP6Mt93Wx2jSAYWjVQhyz07EGTIx48XfqE6NLZF7Y/nSzzpZwyWygD6+6RRb5+MxHtvh8yo9W1wCyNWrVyOE4P777+eNN94gIeHPcTVOp5Nnn30WKSXvvPNOPC6nKA0iebOtm4kdW0qdmjP9mP9nwPJtLJNpBFXGKSQHFnbpQqrNl6pTAWXPFe+/nV/qcOwwTtIiaH2UdS2Ozpl28kYksW3HH2z9bzUVs3z4DE3HE7b1OrQFPyQx8ALF1sehjZa3zjZMOPisld6Ashu9JKwyY/6+WfmERrHlMfyG/XYGkZUNmyJdKQYAKZF6iA26m8GYMOrbsAXfJ8m/gBT/w1hCn0MsX3Kb0SoEOZMchNIlVc+7cSaa+I+s7tA5pZQs1Ss4DS8H+86j0nw5LuPYDpdV6fniEkDu2LEDi8XCmDFjwm4fNmwYNpuNoqKuy7OlKPWcmCiKIZUPgJ4sqRnvJ/m52Foha0xnYdJ/x6J/HdPx8dA8oFR6jnj/7T6VLqiuZX/aDnqs/2ek718T6XNhAqFUyfa1Ncwe8mDU3Z9CVpPpm0GZ+TYC2p4dKXqHDRV2tuEPmxc22F+naoqPjDtsdYmyGxNGiixPERR9yfaMwxL6AqgbM5jh7BN+zKD0YQ1+RJrvTnLdJzDIlc6e7gxe9x7ESHce/dwHkem7CkfoP1hC35LtOZMBrj3J8l5Ikn8B5tC3f+aRlRKDXowl9A1ZaW5oZXZ1ffAYzJEUPuVC2mCMlsw6WUNFB4LT7/BQKGuZ5puJz3A4FabrYj6X0rvEZSUau91OdXU1ZWVlpKe3XBLqf//7Hx6Ph+Tk5HhcTlGi4sRIAEkZITJieOSrLvDR9++JGG4WhDKi+wCVIola4+kkBpbgMwyN+tqKEi9BKfmPrEas+xhx4RGt7mf9wkD2hQ7KZ3mpPs+H7ECe8QzfzQS1gVSbLor9JHGSIAwMwcbn0sVoUlpsr5jppd+xSTjeNOE6rVmQKcwUWReR5r+LHM/p+LV9qTJdgsMWqAvohAYyiC30EQnBV3EEVyOFFY9hBNWmaXgNR/ChHmCD9DLNkIEuMpCNu7JlEIv+NfbgezhCb5LuvxsIERS5GGU+Gm5CpLD4tkqEK5dV8yQff21gwWt1s7mbBI9Puli9tm4JxL2ElYOFnWf1Mq7SnFGvOBSUkhWhQh4O3IKBADssj4Vdh1zZPcWlBbJ+xvXFF1/MqlWrCAbrvu3897//ZcGCBUybNg0hBAcccEA8LqcoUbEIjb6Y2NQ8jUeEAvvoeA8LkvhCjCl9TGeTEHwNIT0xHa8o0HZ3dnFxSbtdqWtlFQYEfPxVq/uYfzDQ54IEym7wUDW9Y8FjQmAZjuAKii2P1QVYzQgRe77DWNV3Y4frjZCJUH6Nl/R7rIgwPd1SWCmz3MMfjh+pNY4jzX8Xqx5YxyBXJgNqBzLAtQdO3yVIYafA9jJ/2DdQbF1AjWkSAW0PvhBp5BgGEtL6Ng0eAYQRn+EIKiw3UGB7nc2OzeTb3qHMcjf5tnfY5NjGloTNPP7+42y3v89jy9Lplx3iP09uJuPr58idYGsIHjE3bbk+R6RRQoB3YujK/j99Kzf5p5Etiyi0LkPGYdUipfeISwB50UUXIYTg559/5vrrr8flqnv1TZ8+nUceeYSSkhKEEEydOrWdMylK5xgkLGwktgASoOoCP8mLLcQylNKrDSMknDiCa2K+vqK01Z2dmpbe5sozzkMO4k1ZzflaOiIUfhk5068aOec4qJzhbViKMFbW0Cdk+q6myLqIoNYv7D55/QY0yXcYj9nH7TlI2KggxNZWcnPVTPQT7KuTfaED0cr3PV0kU2W+jK32bxhz3YlstX/NDtsKCmyv8Yf9Z0otD+AzDGsSNAel5Be87C8izHUpDPgN++M2nozfsD9yZ77O08ZMIqDty0+/7s9/Z11D6J/PkpTwKNqiw/lwykww+Vrkw7QLjYu0DFbKKrZE8SXaH9rISd4xJIt0CmyrCGnOiI9Vdg9xCSAPP/xwZs+ejc1mQ0rZ4p/NZuOuu+7iyCPVlH9l19gDS8wtkADuvwaQJnC8FUNKHyGoMZ1NYvDFmK+vKLEatOee7PvA7RwnEhgkWhnLG4DsCxxUn+On8rLYXycARn0zfTyTKTPfgcd4Yqv7NQ8YOzr7OBIWoXGwsPOp3nI2NgAGKHjWBUFBn6kORFu52YVGrcdEUOuP33BQ3RAVEX6IzCZ8mBH07eg6fhLsbxt5Z/vbTJFTCI6ewOYBH1PVZzwH5T7PANdgppz2A/36BJrkw9ywcg2niiSe1kvxtTKGsjF78G36eU5mozYcl+VFZJTLLiq7h7glEh8zZgwffPAB99xzD+effz4TJkzgggsuYPbs2XzwwQeMH9/53y4VpTV7CAtb8ROIdTa0AarP9ZG8ONaVaSZiC63HqG+N7fqKEqMDrrqManTGipRW90l4wwSirgs3Eq21FmqyimzPRGpN46k2T2v7HF0QMIYzTDj4XLoItfJeIB1Q8O9atFpB1iUOOtBx0eBn6WU/YY16DGJjxi0afS5w4PyHncoZXqYPm0ntuADSbKXSfAXn3XUsRdZnyHEG+fC5Um67pAiDXgzUtV6fJpJJwsDTemmryxzaLAEyvFeQ4b2Ip0wzwTIHocVlqoTSC8X1yUhKSlKBotItOTFiQ2MLPvZqZwZqa2rO8pM2x4rpN43AXtGtrR3SsnEbjiMxuIwKs5rFqMRX84DOLXW242eb9PPNoBxmiDQsbaw6k/yshaoL/C2Wrmv1euGCP6nj9F5MUMuj1HxvNMXvNKtXLG9R1v2xEkDys89Fa+1qMhEKFrvImeQg63I7RU+6I66bcH6WHo6JYdlIgmB/30jSixbsHxipmeBn64du9DSJvq7pe5CUAo/xOK58IIc+KWXcPsNDP/dQKs2X47AFMAjBZVomT+glzNYLuVzLbDjWoBdj199j4c1fUhnak5mWlxlpPIi+rbVYKwpxbIH0eDzMnTuXxx9/vMnvL7roIu655x6qqzuWi0pROkIIwSAsbJKxj+0KZUhqTw2QtCTWlD7nkBh4sdU0HMruZ9aMqcyYdg6zZtSND288UWbWjKmUFhc2bGtLfZAkpeSxUDFX6Nt4Si/lB+lhemo2+2utj72zfG3A/KuBmrM61tSWHJiPWf+JIuvTrXbldrVw40aNQnCAsPF/nrY/k/RkyY4lLsy/Gci4KUx6nwi5pc4W/JGPfwSQkPCqif5HJpF5ox3f4BBbP6yh5EEPelrLgkyeOIZtW7c0/PzrH0am39OXAttL2ILvs/SOD0j33UKKLORqLYvDZAXvB55n2pQCHr9uPf3d+5Lof4JP0q7gCvNTnG88lEPVhBmlHXEJIF0uF+eccw5PPfUUBQVNl3wqLS1lyZIlnHPOObjdrYw7UZQuMEh0bBwk1HVjJy43I2J4lF2GU9FkNdbQJx0qQziNA49tW7c0DKBXureA38uaNasJ+Ou6jhsHPAG/l6++/qphWyR+wMNv+HhAy+VhQ1+uMmQxJjGjzWOSn7FQfaYfPSm2ewCwhL4gzT+bIutCdJEa+4niqHlQ1diBwsannpp2z6GnSQqW1OJ410TqI7H1XPyCl0yMpEcYVGsVgqzL7GTcZaPsZg9/fFpNxTVegnlNv3g2bnUuKS4KO7PcaziKHfa3uPGJwzDpm+jvPpQ93IO50nsslwQWYjpwIIv73cQ46zpOszzPcuNZ3GTMob9qeVQiEJcActGiRfz8888NE2Yay8rKQkrJ77//ztNPPx2PyylKTPYQZjbiiymheD3vsBChPjoJq2IYCyks1JomkBRcEvP1W9M48JBSNhlAr/QO7X0x0KXkdb2S00QSaREGK4YdgoS3TFRfGPsXK01WkOWdQoX5+rrZx91Ea0EVwBBh5Y+Al9IIEmwH+0oKFteS/KyZpBjGQP8sPS2WL9SqwfyTAcebJpKWmElcZibhVROJL5jJ+2siwiPY9k4NtWMCrQ40i2YM6U+bUym0vcA2+8es+HISmx1bqHB8wvxrAnxy7WfcbjiQhw25PNFnL1K7Seux0v3F5Ul5++23EUJw8803c8455zTZ9tRTT/Hiiy9y55138tZbb3HllVfG45KKErWBWKgiRAUh0mJ99AVUTfaRtNhMzcTou8OrjReQ6zkBg34HIa1zcuAJIcjIrEu5MXniGDZt/I3JE8c0SZmi9DztfTH4QrqpRed40fYyhY1brpKft+AeESQwMMZhFVLi9F6OX9uXStPM2M6xCziEgSEWB98HPO3WF4B/P53ChS6yz0vA9qGRiqu9+PfbWWcSzD8bsH9kxFCoYSwSGEo00CShNMmRKTr9bWaydpgxbdMwbtUwVGnoDkkgTyfk1EEH4ReIEFRc6aX6XD/EKV/35IljKC2pm0wT0Pbkied+ZsGIunsWwRAEQyQKA0KAQSUJV6IQlwBy+/btWCyWFsFjvbPPPpv77ruPHTt2xONyihITq9DIxcRG6Yu4hSac2tP9pN9rw/KdAd9B4XPqtcZv2B+v4WiSAwsot9wScxnaktdvAAsWLQV2tsLoqkVyVws3mSOeglKyQlYyUiRjbmOyDPzZciU8kLTEXDdBJEaO0Eqs+udstX8aNll4V8p0ZlFTUx1xcvIjbUl84q+IKICEut6HrR9Uk/qYldxRibhOCXDxb1Ppd3QihhINz/AggX46viEhQhl1LZvecklZWZBDfHZ8B4eoHRUgmKcT6Kejp8i4BYmNNa+Htl77JrOV/O3b4l8IZbcQl1e82WzG5/ORn58fdvvmzZvx+/1YLGpchdJ1wq3csUcHE4oD6ElQO84fU3cWQKXpCpICzyJkbYfKofQcnbEeeePn+2NZiwCGRzHTN/EVM8E+Es/w9rtxV69Yjt/X9HUjpIt0382UmW9FFy2XsO1qi5etZPCQgyJuaf+LLYkN0htRXsR6oWxJ6T0etn1QjZ4kSfOlUnazly3fVVG4yEXZHR4qZ/ioOctPzVl+3ruknHduLKPqLi+Vl/pwjQzgOyiEnto5wSO0XQ/Nk4zPnb+Q1LRd/7dTeqa4BJAHHHAAUkqmTJnCK6+8ws8//8zWrVv54YcfeOGFF5g6dSpCCAYPHhyPyylKRMJ9aA/qYELxelXn+0hYYcZQEP2ngMdwDEGtP0mBFzpcjp6mreX42trWW5nMVoYeOrRhGcJoJkDVP99+qbNaVjFWpGCMtAsyBCkLLFRO90YUyIwaOwFzswaAFP9cQiKLGmP4nqddLdOZhWijPvqbLKRgZAORT1KqF+wrKZ3t4b4hD+E6NYBsZYL1z9GsPhNHreXpVD0SSjzFJYC88MILEUKwdetWbr31VsaPH88pp5zCmWeeyd13393QdX3++efH43KKErMOJxTfyb+/jvv4AKmPxjAzUwgqTZeTHHgcIhjE35u01RLXGa103d3c+QvJcPZpWIYw2glQUkqWyHLSMHBYFGlXHGtNCL+gdnQMa3MCRn0LKYHHKLXcv8u7rluzeNlK8voNaHW7EIKDhI3vO2mNel1KNkhviwk0XWFXJWlXdi9xeeUPHz6cm2++GaPRGHYpQ4PBwDXXXMNxxx0Xj8spSruad9XUy8KIBa3VtXCjUXG1l8SXzRi3Rf8yqjWOBXQcwVUdLkc0+QKV3uVdWcOP0sN0LTPyVU4kpDxhoXKaD2IbhUGG75/UGsfjMxwW2wm6iQOFjR+kp0OZGVqznQABJIPo/KFb7bW2KkpniNt8/XPOOYfjjz+e1atX89NPP1FbW4vdbmffffdl5MiRDBgwIF6XUpR2tdZVU59QfKP0sUcHc53599Nx/S1A6jwLJQ9F2YohjFSZLiMl8Cgu4zjowJt/fb7AkSNHxXwOpWeZNWMqlTnpvOQt4kZbv6gmhdk+NmLaqlF9dmxDOWzBd7GG1rPN/mVMx3cn+wgrbnS2EaBfrNF0K36SHvbBGvmwgg5YvGwlF184Key2TGdWwyxsRYmnuCZ8ysnJ4ZJLLonnKRUl7voLM9vi0AIJUHGVl7yTE6m8zEdgUHSpUKpNk0n1348t9F88xuPiUp7upvHs41kzplJRXraLS9Q7+JPt5N51PZ7nXmKPKf+I6tiUxy1Un+dHtraOXytGjRkP0k+G70YqzP8kpDmjO8Eu0NpYwHomIdgPK99LN/1EfAPIDdLLgV04/rG1e20ruFSUjogpgNyxYwcGg4GsrKyGnyOVk5MTyyUVJW6yMfFjnMY9BfbQqRnjJ/URK8WPRpcORYoEKs0zSfPfTb5hRFStkLNmTMVmMTJ7zlPRFrnLzJoxla1bNrHunTeZO38hAb8XpzOz/QOVNv0mvQSunkb1irVkfPUzTIn8WPOPBqyfGyn+V/Spe0aNnUCKf97O1vOeMVwikrGABwgb/yddjIzjdQNS8hs+zurCVXnUuEelq8UUQJ5wwgmkpaXxySefNPwcyfgLIQQ///xzLJdUlLjJFiYKZQApZVzGDVXM8pF3QiKmXzQC+0TXCllluoTkwFPYQ2/iNp4W8XF+nxd0Q9ht7bW6dJXmXesq51wHCUHimaN5RC/mjLQBvLJ6NnN35vuMVMrjFmrO9BPKiH7Mn0EvINX/EAXWF0GYoj6+u9pfWHlBluOROrY4TQj6DS8ONHLoHvXUXd4TlN4l5ldL80HH4SbPhPunKLtaFkZ8SCqJLgl4a4L9dFx/D1B299aoj5UigUrTP0jz3w0yPuXpri0RKudceJF8uJfLIBn33EDS6FO4RsviZC0p6jSClu8MOP5jonJ6bGMf0/234TaehNd4TEzHd4VYAqVMYSIdI7/EkM6nNT9LL/sJa7eZ2NJd3xOUni2mFsixY8eSkJDQ5Ofu8kJRlPZYhEY6BgoIkBqnYcA1p/vpPyWHiiBRv6qqTBeQHHiUhOCr1JrOjEt5lJ6jrQ93v9QJ/m0Et+g7sIYk8/ochEOEb3luk4T0O2xUXeQj2C/6ZQutof/DEXyDbfZPo792F4o1UNpfWPlZejk4ilRIrQlIyf9JF+dqaR0+l6J0ZzF9et53331t/qwo3V0fTBTIQNyS/HqGB7EAtvVGPMdFmdtRWKgw30Cafza1xnFx7R6Mdnm3xjp7+b3OPn9Pp+/Rn2mFv6EfdiBXak4eeuYlHMPHxnQuxxoTpi0aBf+OvpVNSDcZvmupMF9FUMuL6frd3f7Cxut6RUT7tvfc/p+sxYbgILo+gbiidKUOD/gIBAKcd955XHDBBYRC8emCU5TOli1MFBBbEuWwjPB+nw9IfD22mZw1xolIjCQFF0d9bPPVTBprvqxZNKu9dHZi78bnnzxxDNu2bunU63Un7f0dpJQEzxnLsfZkTPfOZ++OJKP2Qto9Nsqv8yIjW/a5UUH89PGeh04iVabLYy9DN7cfVooIUh5BYv+2Xhe6lLwtqzlFJEWel1NReqgOB5Amk4lffvmFb7/9FoMhhq4VRdkFsne2QEarrQ/+d/u8j+MtEyL6Ca4gjFSYbyDV/zDI6FIMNV/NpLnG48K6YrWXWJYkLCku6rVjpMMlem/v77AZPzIthbMTMxF6XZdzzBMhHgE9WafmjChTV8kQWb7pGGQJhbZlyF2wokpXsQuNgZj5WXZsHOS3ePAi+UsUa5IrSk8Vlylnf/vb3/B6vbzzzjvxOF0Lzz33HEOGDOGqq65qse3LL7/kvPPO44gjjuDII49k2rRpbNiwock+1dXV3HTTTRx55JEccMABjBs3jvfff79Tyqr0DNnCRCHRdTXPmjGVRU/PbwgEmgdKvyX+TjBHx/F2bF3Qtcax6NhJDC6L6fjWdHU3cX1w1FbLaLvn2A3XxW7sY1mL9uX32LQ/v5TH8nc0FAu4F8pu80I03++lJNP3D8yhHyiwLkcXyVFfu6fZX9j4mdjTe0kpeUuv4iSRiEm1Piq7gbgEkKNGjeLkk0/m6quv5oorrmDhwoW89tprrFixosW/aFRWVjJ9+nQWLlyIxdJy1ZBvv/2WCy64gOzsbF544QUWLFiAx+PhggsuoKSkpGG/mTNn8tlnnzF37lxWrFjBsccey4wZM/jqq686eutKD5WNiSpCuGXkEwrq09IE/HWtFC1akQTUjPOTEGM3NsJApflqUv2P9Io1sttrGW1Lb1oXu3k9tJdQXVjMfC5dGD7p+PtTylwrnADeo6J7ntL892ALvUuB7TVC2u6Ru7N+Io0eY0v4b/goIMAIEe04AUXpmeIyBXXy5MlA3Tewd955p9WWSCEEY8eOjfi8a9aswe12s2LFCs4444wW25977jmys7OZPXs2mlYXC999992ccsoprF27lvPPP58vvviCTz/9lIULFzJs2DAArrrqKj799FMef/xxFi6M/sNN6fkShIFENAoIsEcc16qtHRsg7RErhhJBKDP6D6Ia4wRS/fftnJF9VtzKpXQf7SVUtw4/gmQMlG+KPi1UY8Y/NBJfMkOUKw4mBv5NUuAZ8u1v9dpJM+EMwkIAyfYYlzV8U69mhEjEHqdckorS3cXlSW+c4zGeeSBHjBjBokWLSE8Pnzvu3nvvZdmyZQ3BI9CwOo7bXTcQbf369VitVv7yl780OfaYY47h008/xe+Pz5J2Ss/TJ8ZxkG0J9tPxHhIiYXWMM6mFiUrzrJ2tkNGnW4mVT+pc/q97uHJG564wUj+OL9y4wN4smvGLjr8dx3CREHWex+bS5lhxjQzAkMiPsQffIcP3TwqtSwho+3awBN1Le8MijEKwD1Z+imGVqm3SzwY8nNTNWx8znVkITTTJyqCSjCuxiksL5OzZs+Nxmhby8tr+9mu327Hbm+bteu+99wA4+OCDAdi8eTPZ2dkYjU1vtX///gSDQbZu3cqee+4Zv0Iru0ymM4vSkuKI94/nTOzJE8ewaeNvTJ44hpVj3yTxFTNVU2L7clJtPJtU/4M4QmtwGUfHpXxtXk+G+JdejHfGuRjWfYwuZafNIK0fx9d8lZrGf7vGdVk/e7yni3T8ojHbieWA/TlSOFjTgeuZ/6fheMPE9vdqSIywNc0c+oEs71RKLI/gNR7dgat3P/XP1MvLFrf5TO0vrHwnPZzKn2M+I0k3tUav4hiRQIqIT17ZzlK/LvaCRisYqVRaSqw6/LR/8cUXbN68mZqaGnJzc/n73/9OdnZ2PMoWte3bt3PnnXdy9NFHc+SRRwJQW1uLw+FosW99IvSamppWzydEVMsTd1j9tdT46z9FUydLXlrJqhXLEaJp/sP6Y1etWM7oRm+WOcLEBumNqb7rn436Y+tnEZcUF+EaGSDjVhumbVpMSZsRFirNM0n1P4TbOKrNm29cP5HcR/P9imSAR/Ri+gsz+bc/QPDSc3lKlnKRSI/5+W98XCTnEKLub3fxhZMQomldRnP9nvb6CVfO7DPGcKApgVTNiNlSNwmp/8BBYfdtq27THrJRM9FPaIDe6rWanEtWk+2dSKX5ClzmMzvc+tndNH+mhIClS5fylxGnNtlvsGZleagCPzqWnV3Ra1a9yuhxde8bq1Ysx+/3NXnW8vHzHW7u1XJ7xLPX2nPT014/XWF3q5No77NDAeQtt9zC8uVNuwXmzZvHrbfeGnbMYmf6/fffmTJlCk6nk4cffjgu5xyYkxI2+OxsA3NSuvya3V2kdTJrxkUAfLL+v4wePZpVq1Y1bHvv7VUN2wEO8Wh8WJ7PoNzIzm02GTAaNMwmA4NyU7BbTQ3Hmk0GDJrAbDIw4MBkOAH6fZQE10V06pb0K2HjvxiUuBqSzwtbFvizXhqXpS31+wWkzpeeWu4rK+LkxFQuTc1hbGkZ+iNP4374LuaLMmypiRHXTbhrtFWu5nUJMPXC8xiUm9KkLmO5fnd5/SxdupRJkya1+H1yUgJbt25tcW8hKWH4YYzPyGKQPZlVK16te4ZXhJ9Q1Orf/DPgI+B3SM6uG9/bbp0U3QHWPUjrdxdpvfDTMtwzdWWYv89AKRlYWMnnNj/np/QBmtbzrBkX8d7bq5o8sx9YPJyqpXN4ekZX3U6H1L/OWtNdXj/dye5SJy5XdEOvYg4g16xZwyuvvNLi94FAgNtvv5199tmHAw88MNbTR+XLL7/ksssuY8899+SJJ54gOfnP7ofExETy8/NbHFPf8piUlNTqeTfvqMRuj+8YubYIUfegbt5RSS9NiRe1jtSJ2xtgU35lqz8jgxSE/PyyvSKitBv+QIhgSMcfCLEpv7LJ+fyBECFdNmxLPNlM0vNm8s+pja7QjThM95NRcCXbq4cR0pquJOMPhDCbDA310uLedvpUd/G9dJOIgSRhoPbYI7li66/8Kr2YEYzUkjnJ42CLpwp/IAQVNcwMpTMvVIzrr8eGPWd7GpeltXI1r0uAYceeyqb8yhZ1Ganu9vpZuOh5hh17aovfz57zFBdfOKnFvb2lV2GzWMkq19lUUbettfpra1ufGxz4zw9RrnsRO9qvE3PoB3LcT5Jvf4/Ajqoo7rDnaP5M1b/cw9XLGTKZh6qK2LfWQKYwtfk+knfMiTzrLuAeQ25Mr5Vdof511lx3e/10B7tbnbjdrqj2jzmArA8ec3JyuOSSS8jOzuaXX37hmWeeobq6mhdffLFLAsgffviBadOmMXz4cObMmYPZ3HS8z6BBg3j//fcJBAKYTH9G11u2bMFkMtGvX79Wzy0lu+Sh2VXX7c5iqZPmxzT/OVUaMCEokAHyopx1WX+uJmWSf26rPSVAxo02DJs0ggNjmwxTaxyNw/Aa6d7rKLL9u91yNK+fMhnk33oZJ4jEutml0o/ccwB7Y2GclkJfTGhCtDjOjMbpWiqzjzkCl65HPau0cVki+buF3S7b2BbF9XeltsrRfNs26WelXsVVif0xICKqv5Gjx7fYZigQ2NYbKb7f3eaz/+cGnQzvP6gyXYxf26+h3nulMM9UuHoZhIUjhIMXQxVcYXC2+T6yRq/iSJFAOsZu8czFQ3d5/XQnu0udRHuPMc/C/t///ocQgn/961+cddZZHHvssUybNo3Zs2cjpeTHH3+M9dQRKysr45JLLmH48OHMmzevRfAIcNxxx+Hz+fjkk0+a/H7dunUcc8wxTYJKZfeiCUEfTBTGYSZ289mNK//7Cp6jgyS80bHnq9TyALbQRziC0U8mWS4rOETYmaClMklL42ItE23+85yqJdNPmNucKLOHsMC2Av4rWx8jHLMADC88CvEIDCkfTI0rxD9D+cwMbWVWaBvZLz1FxkXnxP+6nazxLN/2cj02FpCSp/VS/ioS2SuK1V7CTX5IWGnGe0SQUE5knwSJwecxyAIqzLGOtegZws0+bst4kcLv+Lj8iftbzRZQKAN8Jd2cJlrvxVKU3izmALK6uhqr1cqQIU1zRBx11FEAVFREtjB9WyorKykpKaGkpIRQKITP52v42ev1Mm/ePPx+P9dccw3l5eUN20pKSqisrATgoIMO4vjjj+eOO+7gs88+Y9u2bcyePZuNGzdy+eW9d21XJTIdmYldUV7W8MHSYs3pla9SOypAwpqOBZAhzUmpZTYZvmvRZHnD780Wa5Nk+c39Ir18Lz1MECkxXXfyxDFse/p5lpf/QSBOX70NRYLUuRb6H5nEJb9czMd3ruemb//Jgfun8dDIPbjzp77M0pxUzF1AxvlnYciO7MO+saVLl7a/UydovkpRe7keG3tVVmBGMCrGv1Vjia+ZqTk9sudZk6Wk++6g1HI/UnT9WO+u1Pz12Z5EYWCcSME3/hQwN30NjxoznqCUvKCXM0w4yBSqEULZPcUcQEopsVpbfluu/52udzyH3cyZMzn66KM5+uijKSwsZN26dQ0/r127lvXr11NTU8Mpp5zS8Pv6fzNnzmw4z8MPP8wxxxzDrFmzOO200/jmm29YuHAhgwcP7nAZlZ4tG2PcUvk05zo5gPlXA6ZNsadbXb1iObXGM/Fph+D0zmxYoWbu/IVkZoYPUHQpWaaXc5pIJjXGtCIlxUXU/Pf/CNa6+ExGNy6msfocc7aPjPQbkYT1cyMl97ip2WDijmGz+eg3D+d/9D+0k3QOPSuV/T5y4P2/r6h6+32SL4w+kfquCiCbr1IUqQ3Sw0eylou0DIwdnLxi3qBh2qRRe1oE6aOkxOm9HI9hOG7jaR26bk907llj2LhxY5v7jBAJ5KVnkXbFNB5+7JmG348cM54XZDnVhDhLpHV2URWl2+rWSasWL17c5vbTTz89ovM4HA7uuOMO7rjjjngUS+lFsoWJL3V3TMempqW3uUyfniJxHxvEsdpE5ZW+mK6xeuWrjBo7gWLrfHLdfyfTdxUlln+1mW/hQ1mLF8nJHe1ak5La5Wv4z1X9OUo6IsoN2bzrdtTYCTjeNOG80k7p3R5qzvwzuJFGIy/Ico7vm4j3H35K86DPVAejk0eybMFi9nr1WbZIHwNE/FYK6m7e0qs5VSTRJw6tWAmvmXGdHEBGkMs6OfA4Zv1Htts/7PB1e6KS4qKGTAat0YTgEi2Dm/bszxy9iEu0TJKEgTdkNd9LDzdpfdSqM8purUNPfzAY5Msvv+SLL75o8q+9bYrSXWRjopAAwVa6aRuPazOZ6/LymcyRj1OrHeUnYU2Ma2M3oosMdthexRb6gHT/rS1GO9e39PmkzgpZyZlaakQzy9vjevdDagjxI5GtztG86zZxmRnnlXaK/uVuEjwCyNOOw4LghJ2rd9Sc6adogYs7iu/grD9OpnblW7yqV3b4HrorlwzxP7wc0Ub3ccSrhIQgcYWZ2vHttz5aQl+R5r+HYusz6LtpC1rzsZCtrVKTJUyIe+aTgIG79AJW6JW8Jau4UnOS1s2ThitKZ+vQK6C2trZhHezGhBBhtwkh+PnnnztySUWJqz6YcGDgF7wMxtZie30LINR1G1984aQ2Wx2bc/81gPM6O6bfNAJ7dWxYR0jrS4HtdXI9p6KL5Cbb6sv4P7xYERwc5l5i4g9wgkjkLb2aAw329vffSdRA2sNWkpZZKHzWhefoYJPt26Qf/jaCyVo6hkaBrvv4IP/M/gePFszj1OfPYMuZY/hJehgs4nQ/3cSoMeP5TnrIwYSzjdbHSFcJsf2fEREA97HBNvfTZBVZ3ilUmK/Fa/hLm/v2ZkteWsmsS//Mr9r4dd6c8PmZrmXwH1nDSlnJZVom/UTHvxQqSk/XoRbI9ta97uha2IrS2TQhOETY+FpG1o0d7bqxehK4jwuSsCo+HzgBbU92WF8l2f8YZ534a4uWyJ+kl8HChuhg62PjWavHi0Q2Bt1slBF0w0s4Mf94+o1IwvKjke0ra5oEj/nSz9N6KffoBfDWfxkUpnt6veNj3jG/w/VbLudUkcyreiV6L3vvGDV2Al9LN4eKyIPytiS8ZqJmdADa6gmXAZzeSwloe1FpujIu191dCCE4RUviX1oeQ3rZlxlFiVXMLZDjxo2LZzkUZZcZKuws0Es5R6ahCdHm2rexrBtbM9ZP2gNWKq72Eo814vyGAymwr+a0o/6K5vsnpeZ7YOdYrJ+kh/Faaoev0XzN3NB7n/DmySdzucHZ6jHWTw08/NmD9PFkUfaQh9oxgYb73SR9rNWr+BEPR4kE7tByuGXVuzCuZXoUgNsT7uTj8vUc8HGId46q5ke8HBivVtUuYDJbyd++rdXtXqnzE17GxWHmtfBAwlozO5a1kbRe+snyTsMot7DDtqrheVGi09GJTorSm8QcQM6ePTue5VCUXWZvrOjA7/jYG2ub3VmxcJ8UwHmtHct3BnwHh+JyTr/hAO56fDiP3bAWp6yk2PIoJUhKCLIvkY/RbKy4uITcvnkNPzdubRX/+YgfTz6GfOknt1n3neU7A2kPWLF+ZeSDPt+xfOCrPDT2GaSU/E96eUOvZhM+RogE7hW5bY4d02QpV51Twr4DaikxHEx/UzbzvSE+MxyNwXweIS03pnvranPnL2x1XB3Aj3hIw0BOm02GkUl82UwwV8d3UCvPlu4jy3sBRrmdHbbV6CK9w9fcnUTb66Aouwv1NVTZ7RmE4GBh46sIu7Fb09oHjbSB628BElZEFyxMnjiGbVu3tLq9oMzBDvubWPRvyfZO5He9kD2wxDwztPms8sZBtKis5kiRwJuy+s8DdEi7z0rOhAT8+4b44+NqFu+1BI+xbsLNW7Kax/US9hQW7tdyOUtLaxI8Nq4vg15Auu8m+rsO4sC9vby53sozH7vR351C4qfj2UP/gH7ug8jxjCLZPx9L6HOo71KXEoNegDX4MVlpsaccire2voR8Jd0MFfYODzUQHkj9l5Xyq8K3bgvphfxxGPUCdthW7tbBY6yBYDy/TCpKb6ICSEWhrhv7a+nu0Fi7tj5oasf4SVhthigaIEuKi9odNxzScsi3vYVE42/ev3Os3Bz5BaL0N5HEl9JFiQyAH5xX2UlYaWb72hrKbvGip/9Z1nIZZLWsYqbmZKyWQqJomTJl1NgJIHWS/U/Rz30YJn0TO2wrufC2PJ5fZefldYkUnTiBpMuu4qOCV5ht/S8uw6nYQh+S7ZnIIFc/8txHMtDVnwHu/XF6p/HEte+T4zqRZP98DPqOTquLjghIyffSE5fxj0n/thBy6rhOC5PLVOpkei+FUAkF9hXoouNDG3oyFQgqSnypAFJRgP2w4UVnCxEkYY6B++ggIgi2T2NPfNBal6guktluWcrbhtOY6J1AQuDVmK/Rlixh4hBh54OaGrIvcGD+n4H812vCzi5/WVZwiLCxdxtL8xn1bWR7x5EceIxC61IKbUvxGQ5rso/3yCDVk/xMvTSHT3yJbDZdTKHtJbY4NrLNvp4y8y3k29awybGdY6fuxcFnZDF3UQ320H/oW3Mwqf77QXbO3zRWP+PBgUb/KNdfb07UQOp8C+XXesO+k6f5b8cS+hb6vtFi1r4CkyZN2tVFUJQeTQWQigKYhODAMLOxt23dwuSJY+JwAagdGX03dmOrV7YeGG4WAZaaZlBsWUCG72qyPRMwh35qsV9b9xNJF9/439I4c3w2QV2Sv7yGUJ+mLaQms5UyZzo/SA9n1Ld4SYlR30RC4CVS/PNI891KpncGfd3DCYq+bLevx2M8ttVrlv3Tg8EKN9/en3X1a3MLQUDbC7fxNPyGA5HCQUlxEeWVgoWvahTYVnLFI0NxBFeR5xmBJdR9ctB+tXP2dUe7r1OeseDfU8d9fMvUPUmBhSQFFlNofxmMrU982p2pAFJROkYFkIqy06HCwVfSTeOQSEpJSXFR2P2jHVNVO9aPY60Z2siG09bEi7b8JL3sL6x4TH9nq+Nr/Nqe9HWfSL93rqLfqR7yTkwkd3QCj+XPI3lb+KVK2uzik5D0vJnDR6Wx9VgvNy3aTDChafCoySoem3cpp17enxuDKxnkn02W5zz6u/eln3sYyYEFWELfoMlagiKHIuuzlFjnt986ZoaiJ1wMfSsR43IDHhlZPs1f/khhu+19aozjyfGMIdn/eETHdaaglHwXh+5rrUKQssBK+XUtxz7ag/8h3XcrhbYlBLS9OnQdRVGU1qhU+oqy0xCsLCQEfbMbfieEICMzfAtOtGOqvEND6IkS+wdG3KeET/gc6wzwn6SHETtXdNH1dILPP4Jc9g94YBZiyTGU/7gWKnMpuLmQ17ctx/2IpGKGj3Z7Uf1g/c7And/dSuoPVooWFbPP4QsZFfoRr9fLIIJUlW6gT1olBlmKlxQm29LJ1geiiz74DAdRZb4En3YIsgNBUzBXUjrPxeWX9uU/fUoYPNwCba9EV0eYqTRfg8dwAtmecUhMVJunxVyOjvoVLwZgTzq2PGPqI1a8hwTxHtn0OTLoRTi9l1BieRivYXg8skYpiqKEpQJIRdnJIjQOwMZXQ4c0/C6v34CGXIgdptVNpklcbg4bQM6aMZXS4kJmzZga0Wo39V1wtTLEFvxcKqwIF+RMSsBQLii8PxvPoYvJ9M0k9bDT2GFbzd3z7mVl4iqWrn2JhDVmPEcGMW7XMG3T0CoFIadOMFuiH/g1pnI35lWHInUHPyVUULl2DpmmBwkGcxliOJL3pcQrMnh/zRZOn/YoK0Umb2Mk9PAzPH3dXfGps0Y8J4T49aoaTpiegdUo8BwbxHt4EM0lMBRrPFLwMKuMK3k/oeX6zj7DoRTYXibHMwEpLNSYzgtzhc73tXRziLBHtK54a1LmWUh83UT+qy3zPmb4rsVjGEGtaWJHirlbmTxxDJs2/sbkiWNYvGzlri6OovQYKoBUlEYOFXa+OnRI+zs286Rewh5Y+KuW1OZ+1ZN95J2QhPX/jC1ajwJ+L199/RUjR45qcVy44HLSpElsyq/kZ+klGxNpwkjqfCsI2PZODdIGoFFi+RdO3+XkeEaTmSr5oeJHtr9RQ/IiC8YigefYANV9dfRUiaFEkJDwBAkH3IYMJaBdV0JADOSgsgKSTP0otTyEyzAShCBZerhFL8Gfm8Z6kUs/zNyqpXL7ht+jrr9I2S/RmXnhr4z+Jo3jPkjG8ZYJPVkSzJL8Yf6DORVzeMQ0L+yxPsMwCqxLyfZORGKh1nRWp5UzHF1KvpEepmixp9JJnWsheaGFHS/VEti7aVe+I7gSW2g92+yfdrSou5WS4iKk3vpQFUVRwlMBpKI0cqCwgTOdAhkgu401ihsrk0G+kW5+wEOybuAIzdHqvsG+koqrvWTeaGPb2zVE2pPZVnD5Ix4GCyvGfEHy0xZ2vFy7M3jcSRgotjyG03cZL93/Oi/+pz/CVE3VJc2CXekj0/cPrKF3yLe+js8wDINehEX/nqdeu5fJV74DjfI47idsnClSWXLwflygpXMQHV9CsT1CCEaak1l0eDH7DDNhaZTzcu5H/+JNsZbFZUvgASvb/tjSolXJazyaQuu/6eOdjF87AL9h/04tb2Mb8RFAsk+Mid5T51pIfrYuePTv3zR41GQ5Gb5rKbXMJqSpSTOKonQ+NYlGURqxCQ1+/i2qpOKfSRf7YuViLYPnZBn/k94296+c6kOaIPWJjo2Dg7pWrR+lhwOFjbTZNlynBvAdEibZpDBQbHmc5R/sxawL7Axw7UemdybJ/idJ8c8j1f8guZ5RWPQf2W5bh88wDICQloXb+FdeXO1l8qSWk4ZWzJxF+aU38NzlMzs9eKx3EDbSMfJe/YzsRr42f83Zfc8hcbmZe4vuxlfgabGPx3giVaaLyPTNABkmf2IMTGYrI0eOwmRuPTj8Wro5SNhiWg4v5cmdweOylsEjQIbvn/i0g6k1nhn1uZWWYp3Mpii7ExVAKrultj4gxNc/tkjn05bPpIthwsFBws5EkcrjeglyUD+2SB9f6C7e1auplY2COhOU3OcmZb4V0+aOvQS34seH5ICvHTj+Y6LshpYBUwNhYM3H/dhu/y/5tjeQwoIt9CEW/VtM+m94DEeTb1tLSOvb4tDWZqPXt4wG/G0HzfEkhGC0lsLbshpvmBnZv1s2kv96DX0DfVm35T+kPGFBeJr+zSvM/0STblIC4bu7ozV3/kLmP/1Cq2NXpZR8vTN9T7SSlphJ+ZeVHUtcYYPHZP+T2INrKbHMAbVWc1y0lTJLUZQ6qgtb2e3MmjGVrVs2se6dN8N/4H+7gXz8dSuutGOb9FNMsCEwOFZLpEIPsfqflzFHLyYTIz50tuJnishoOM43NETNBD8ZN9koeMEVdhm6SHwvPewvrWTdaafyEh+hnMhW0vEbDqbUcHBsF+0GDsCKc2cr5Gk70wBlOrPwuGvJdGYRzJVMzj2fo93DeXLVUyQ/Y0FL9SH+BtIKUlgptj5OjmckbsMp+A0HdGp5t+KnFp3BUXZfJ6wwkX6XjYJ/1+I/sFnLstRJ999GYuBFCmzLwwb+iqIonUW1QCq7nfZazYTLzd5YI2qF/Ey6OEjYsDYaizdGS0Fcdgv/MuRxiyGbKzUnX0o3W2TTBJDl13sx/89A4suxr0jyg+5hwtIMjPkalZe23woY63rA3U19K+Rbspqana27S15ayaGHHsqSl3aOeRSw3vEx29+opfR2D6O2/51+RyeR/KwZ4QGfYShVpktx+mZ0+mo1X0k3Bwgb5ijWKbf/x0jmdXaKnnTh/Uvz4NGH0zcNR3A1+fa38RmOiHOJFUVR2qYCSEVppH6286aXXuUr6W4z4NKl5HPp4i+i5aQZ4f+z9TJTmDhJJLJMr2iytrWeIil5wE3G7TaMW6N/KVa6g/z99gyG3ZtC8YNuZAS9o71pPeDBWNkbCy/I8rZ31MA1KsC0v1xG6Z0eEpdZyDspEUOpoNx8PaCT6bsKIkxQ3likY+W+lm4OJfLu68SXzWRd7qBkXgnBY7/DHlxLsn8+Gb5ryPZMoL/7UMz6RvJtbxPQ9oy63IqiKB2lAkhFaaS+dVJ+9R1b8DN8zNhW9/0dH14kQ7C1uk+900QyxQT4slmrpvukIDVj/DivsqPJyF+Oxi0a4mg49ItEtq+txRNmObtI9OTJAkIIztXS+Fl6I5r0JIXEdVqA7W/V4DswRNY0B/gtFFhfwhb6mAz/dSAjGwIAdfkDH3/04Xb32yEDlBKsm+G/k0EvIdn/GHnuIxlQuye57pNxei8lzXcnud9cTmbOycjPssk6Jotcz19J89+NLfQxEgsuwykUW+btHK+aFXF5FUVR4kkFkIoShqiuZQ8sfNNGYPKpdHGYsEc0q9YqNE4XqSyXFfibtXSV3eLBWCQ4ffO4iMpmKBDk/j2BXw/28PprhQQHRt9yVq+jkwVMZitDDx3a5uzjzpQijEwUqbyglzWdqNTM5Ilj+OnH7+rWAdegeI4b4QPnDXZCIpcdtpU4gm+S7r814iCypLioSYtya76VbvbHhg0vjuDKncs7DsYRXEul6QoKbC9SZZpCQObh+LIc88eDKO97LoVJi9hi38BmRz7b7Z9QaHuRMss9VJun4TGe1KGVfRRFUTpKTaJRdguTJ46htKQ4qmOGCjsfyVpqdZ0SgpTIIHY08oSJPMx8Kd1crmVGfL6jhIP3ZA1rZTVjSG5IeyMdUDTPzbmnnw3ftX+ejFttuE4IcOcdfzCz0cScaEW78k04c+cv5OILJ8V8fDwcKRx8Id0s1Sta3ad5smhpg8KFLvqOSiTlCQuVl/Vnh20lOZ6/AyEqzP9AF7En/G4gJTL4HjNDrzMgtI6g6IPLOJZtllubdD2Htv6F5Cvt4BJsW+Qi2C/2LwWKoihdQbVAKr1W4/GLkbYWNXa4cJCIgRKCODFynEhgsLBSSYi1sopMjFGtaazt7HL9QNYwXy+hXP7Z7ewbGmL5wNcwnCYYWjK01XMMKz4C2ycmvrqlCg0Y1IE1lXdFCp7OIIRgspbGd9LN8EsjX+c6lC0pXOgidZ6VhNdNBLQ92WFdgSX0Hf1dg3F6L8US+gIhPVF1bQMgJbbgOnI8p3ChfxYmrT/5tjfZZv+ScsstfwaPEhKXmck7NRHfQSG2r6lRwaOiKD2CaoFUeq2OThhJFgb+YYjvGLNBwsJdWg4vyQpu1XcwXqQyQiSgCcGSPV9g0riJ3DzjRny3aVh0Cz6t0cxtF1z283TKb/XwZbqLw62JaH4RdWwTD6tXLG+1fnfFTO80YWSMlsLnB1nQdYmIMC+S76AQhU+66DPdgfB5qJm4Hzvsb2AO/UxSYCE5ntPRqEViRhdJ+LX9KDPf3PqsZxnCEVpLin8eJn0Tm0zTudE8j9mGfcOuf512n5XEl80UPe7CfUJs41gVRVF2BdUCqShdLFEYuEjLYLqWyZuyiudlGbqUIEBeBJcfdQXWLw28vm05Y6pHI3YOw9TuEpRbyqk+x8/30sNf7G2vu91ZZs2YyqKn5zNrxtSw2zsauGc6sxCaINMZXfA+QiRQrQejWkUIwHN8kMJnXWTcbiPpubqUSn7D/pRaH2azYyNb7L+wzb6eAutSvv89kRzPOLK8F9Kvjx9Nk2iyEqO+haTAIvLcw8jwXY/LOJo/HN/xjukSckV62ODR8p2hbl3rl2tV8KgoSo+jAkhF6QTbttatw9yWIcLGDVofvqkpY6EsQ2p1L8d8xw7yV9TyStKrTK+4mAGHJnPdd9cgHoN/DZ5PkQhQQIDDrYldcSstdHbX9+JlKxk85KAma1hHwiw0zk7OYpVeVReQR8EzPMiOJbWkPWgj5XEL1B8uzIQ0JwFtLy694gkuvmEHU+49Fh0Hbz2+mQ2v/cpA10D6uYeSFFhIpfkf/GH/lkrzFUiRyK/Sx94izDCDIGTeaKNyuo/AXqrLelfKdGaRlJwc9RcWRdndqQBSUTpBa0v/NXfn5ZdQcOXNbJN+glPPIlA/Q9sEi1Kf49R+I9mxtBaXyYV+p2Rz0mbWy1oOEnaSDb13BEqk3eDN0xD9PSENDzpfRNkKCeA7LMSOpbWkLLCQfpsNmk3qrg+cC0s0SqyPcfxFgzh+2iA2O7awyVHCdvt6akyTQNS1YupS8hs+9hYtZ6gn/9uMqBFUXt6zx5/2BouXreSt9z5t+MIyeeIYtm3dsmsLpSg9gAogld3ersyFGPB7yTSZuVbLQjrTmV2+Dbmzu7O+K9d3SIj5+z+BvBqkpvGJdHF0mOTlvUmk3eDN0xCZhcZILZlVshK06N/e/AeG2L6iFvsHRrKm2xFtLC1eVG5iR4kJXSRDmBVm8gkQRNKPpisNGQoEaQ/aKL3Xg9w12Y8URVE6TAWQym6vo7kQ4yFRGLA/8SIf/LEJTjsRqGsZyes3oMl++v57AXXd393FrlwesaK8rMVYzKNFAkEk9hOGx3TO4ACd/BW1GEs0ciYmoJXFtlD5r9LLHlha5AnNuNWG65QAnmPUuMfuaPGylVw28x+7uhiK0u2pAFJRuol59z+K8amlMOpEfpThm770o4YyXDgwRJC8vKvsyuURnc7MFmMxjUIwUiSTNHkCmExA9BNz9DTJjqW1BLN0cscmYNwc/VtluPGPia+YsH1mpOyWNpo2lV2uNy35qSidRQWQitKNiD/yOUeksUAvpUQGmmyrDAXRD9yX4SJhF5Wu5zhKJKC7PCSdczoQ28QcaYOiJ9y4TwzQd2wC+1TuE/mxUvIrXvZpNP7RtFEj4xY7xY+4CWXsgtxLiqIocaQCSEXpApGOsxw1ZjzDtQSGCQfz9RJOPuOshm3vuisQm7eRJUydVcxWCRF9Wp1dySAEFXOeInHCSLZLfwdOBGW3e6m43Md9X9yDWB3ZYUUE8aAzcGeid+GFrMscVJ/tw32i6rpWFKXnUwGkonSBSMdZ1nednSVSycLE+lOG8qleiwTeclVg+OSrTixl6/L6DYg6rc6uFvh9M7Ur3+J5vSzqtD7NVU3zMeeAuWjnCIYVt5JEvJFfpZeBWDDtHGqQfrcNaZSU3aBmXSuK0jv0iADyueeeY8iQIVx11VVht3/yyScMHz6c4cNbDpp/7bXX2GeffcL+e+uttzq76IoSE6MQTNcyOEek8ZKsIHj9ZWyprsTyw2+7umg9SvXzr1CNzvuypsPn+qjPevRFkhu/ux7bB8a6cZWtjEX9lT/HPya+ZCbhNTNF8900m5CtKIrSY3XrRHKVlZXccMMN/PTTT1gsLZPxhkIhHn30URYtWkRGRgZeb+vf7tevX9/id8nJyXEtr6LEkxCCw4WD/aSVVwbZ+HjVKuY98uSuLlaPIn1+JmtpPK6XINM6/nqX42He4Ee59pJreGXRG5z39Bkt95GSX6WXKd4MMm+z4XjLRNF8F8EBKmG4oii9R7dugVyzZg1ut5sVK1aEDfY2btzIqlWrWLJkCYcffnib58rMzGzxz2xWzQFK95cgDFyoZaCtfGdXF6VHGixsHCbsyIsmEtrZld2R3J/v53xA6R0esi90cM83d5Bxs43kBRYca0xY/89Iwa9B+n1t5aSRmZg2Gdj+Vg2e49W4R0VRepdu3QI5YsQIJk2ahMFgCLs9KyuL1157jZSUlK4tmKIoPcrZIo2PE+y8LiuZIFJZvfLVDqVqqZnox79niC+u/4p9TQdi+8yIoUBgKNdwltoZHsig8nIfFVd5u/m7rKIoSmy6dQtkXl5eq8Ej1HVBq+BR6ahI1q2Op1258k2sdmWy8HiwCA3x5Au8L2v4PoZlDsPxHRZiRb9VlN3mpXChi/y1tfz8fxWc9r8fWP9bCRXXquBRUZTea7d5e3vkkUdYt24dJSUl5OXlMW3aNE455ZQ2jxGi7l9Xqb9WN8oRvcvFu06an0eIP9etDrctXterf5bOPWsMmzb+xsvLFrPkpZUt9mvvXM3ro7PqpbnR48K31nWXZzV83QgyMp0NP2sFxZyjpbFQL4P05A6Vvfnftd6n0kV/YaGvpXsMj1HvKeGpemlJ1UlLu1udRHufvT6AtFqtOJ1OjEYjDzzwAB6Ph+XLl3PFFVdw//33M3bs2FaPHZiTgsPR9WsOD8xJ6fJrdncdrROzqa4le1BuCmaTAaNBw2wyNPzc2rZ4XA/AbjUxKDeFqopSNAFVFaUtrt2e+nM01pF6ifVe41VH8RCu/urr5I7bb2XSpEkNv7dbTUzO60tBqfz/9u47ron7/wP4KyyRJSruTdWIe6IVEbd1i/2qdStinVit1TrrqBWteysOVLAOtGq12Kodbq22Vq1bQBnKEGSElZC8f3/4y0lIQMJIQvJ+Ph4+hMsl97k3l7v3fe4z8OvkkahWxQGltJgvW9N+jx83WviZiHDtVTSGla0IZzvHXD9HH/icohnHRR3HRJ2pxCQ1Vbsxho0+gezduzd69+6tsqxVq1Z4+fIlNm/enGcCGfYqETY2slxfL2oi0bsDNexVIgo5bJ3RKKqYSGVyAEBoVCKkMjmy5ApIZXLh99xeK4rtAUBahkz4fLmCNG77Q5SfARRNXAq6r0UVo6KQPX45Y9K2Yy+V8inj159scTZLgbmRzzHFrEK+p4XUtN/Zt/GUMvBGLkPtRCA0KTG3j9EpPqdoxnFRxzFRZ2oxSUtL1Wp9o08gc9OgQQPcu3cvz3WIoJeDRl/bNWRFFZOcn5H997xeK+z2VMpPqq/ld1uaYlBccSnu9xW1nLHUVC7lckuYQbR5P6I3LkOgIgGjROVyHc8xP9tT+lMhwcciW1jCzGDiosTnFM04Luo4JupMJSba7qNBd6IpCn5+fti6dava8vv376NOnTp6KBFjTN9EqWmYaVYJdykdZygpz3Xz0+lJQnL8TanoyPOUM8ZMhEHXQCYmJkIme/cIWS6XIzMzE3FxcQAAe3t7yOVypKW961GZkZEBhUIhvG5tbQ17e3uULl0a69atg0KhQO/evSGXy3Ho0CHcu3cPa9as0c+OMcaKRGxsHKpVr1Gg95YXWWCGWUV8r4hGjCILPUUOqCFS7/ySnyF/zlMyaqMUqml4P2OMGSODTiB9fHzw119/Cb9HR0fjt99+AwD4+voiKioKW7ZsUXlPhw4dAACenp5YuXIlRo0ahdKlS+PgwYPw9/eHXC6HWCzGpk2bPtgLm7GCUvYANkaWVtZo1bIVatZ21ndRULZceWzYukfr9ymHbgo4fAoLzargF0rGd4rXEMMafczKoL7IOt+f9ZgycJ5SMNesstblYIyxksqgE8iAgIAPruPj4/PBdf73v//hf/8r+KDBjGmrRs3a8PM/pO9i5MnSyhp9+/aDpVX+kyUA2LB1Dz4fN6xAiZuhUA7dBACVRJYYIyqPgeSI3ygZGxWxcBPZ4VORI76eNgFvE+IBaE6ck0mOXYo3GCwqi5pc+8gYMyEGnUAyxopPSUkAT588VqhZY/KrjMgcg0Rl4UZ22KN4g2/pNTKrlEdFaQYA9cRZQYQ9ijeoi1LoxG0fGWMmxug70TDGSrbTp46r/l7MM/lUElnia7PKaCeyhWzWBMi8huAJZYCydVFMIwVOUSJikIUxZuW17sXNGGMlHSeQzOQoH0Vq++iWvafPqQ1zJpTFwVwkQl8zR1h+txUiSRq2KuKwSPEKCq/B+Eb+Cl8oInCDUjHJzAk2Ij6NMsZMD5/5mMnZsHUPnCpWLjGPcA2RLh4pF7W8kt7cajXNYuJgcfQM1phVQ29RGSAxGQPMHPG9WTWsMq+O2qJSxVVcxhgzaJxAMlZC6LPWzxjklfR+qFbTSmSG9mZ2MPvxV7QS2aCsiJuPM8ZMGyeQjJUQJbHWjzHGmHHiBJIxxhhjjGmFE0jGWIkxY+p4vImNxoyp4/WyfW5GwBhj73ACyVgx4ESjeMikGfj7n78h+/+xGXWNmxEwxtg7nEAylk1RDfHDiUbRUU47yBhjzHBwAslYNroe4sfSyhqxsXE62VZJlX3awaIiEolQoWKlIv1MxhgzJZxAMqZHG7buQdly5fVdDJMzxWcWAg6f0ncxGGOsxOLBzBgrZqM+G4A3cbH6LoZRKmhbU25iwBhjhcMJJGPFrKgfv5oakUgEpwoVNb7GiSBjjOkHP8JmTIcqVKwEkRm3v9NGjZq1+XEzY4wZGE4gGStmFSpWgkgkAgAEHD6FRo2bcUJUQnAnJ8YY04wTSMaKWcDhU5jiMyvX13nMSP0a9dkAPPjvrjBU0OmTx4TXuJMTY4xpxgkkYzqQva1ezoSR2/HpV1xsDEjxfqig06eO67lEjDFm+DiBZCYh+2PknHKOCVjcNYKcMBoufU+VyBhjJQUnkMwkBBw+hRo1a2t8LWcnDU7wTJe+p0pkjLGSghNIxliJUVRTTTLGGCscHgeSmYzcHk1zJ5aSY8PWPTh98hjXEjPGmJ5xDSQzGbklHZyMlCz892KMMf3jBJIxxhhjjGmFE0jGGGOMMaYVTiAZYywP3EaWMcbUcQLJGGN54DaXjDGmjhNIxphB4xpAxhgzPJxAMsYMGtcAMsaY4eEEkjHGGGOMaYUTSMYYY4wxphVOIBljjDHGmFY4gWSMMcYYY1rhBJIxxhhjjGmlRCSQ+/btQ+PGjTFz5kyNr1+7dg1ubm5wc3PT+Hp0dDRmzJiBNm3aoGnTphg+fDju3LlTnEVmjDHGGDNaBp1AJiYmYtKkSdizZw9KlSql9rpcLseGDRswefJkWFtba/wMqVSKcePGISIiAnv27EFQUBDq1KkDLy8vREREFPcuMMYYY4wZHYNOIM+cOYO0tDScPHkSZcqUUXs9JCQEP/30EwIDA9GmTRuNnxEcHIzQ0FCsXr0aTZs2hVgsxtKlS+Hg4IBdu3YV9y4wxhhjjBkdC30XIC8eHh4YNmwYzM3NNb5eqVIl/Pjjj3B0dMz1My5fvoxatWrB2dlZWGZhYYH27dvj0qVLRV1kVkLw7CaMMcZYwRl0AlmjRo08X9dUK5lTWFiYxs+pVasWfvzxR6Snp6N06dIa3ysSvfunK8pt6XKbhq64YtLfs2TPbsLHirpCxUTDe4whtnycaMZxUccxUWdqMdF2Pw06gSwKqampqF69utpyOzs7AEBKSkquCWSdqo6wtbUt1vLltl2mimOiGcdFnbYxsbI0h7mZCFaW5rCyNIeFuRmsLM3hXE27zzFkfJxoxnFRxzFRZyoxSU211Gp9o08gCyPsVSJsbGQ6255I9O5ADXuVCCKdbdagcUw047ioK2hMypR1QnzCW5Qp6wSpTI4suQJSmRyhUYnFVlZd4eNEM46LOo6JOlOLSVpaqlbrG30CaW9vj9RU9aCkpKRAJBLBwcEh1/cSQS8Hjb62a8g4JppxXNRpG5OAw6dw+uQx9Bv4P0ydMELlc4wFHyeacVzUcUzUmUpMtN1Hg+6FXRScnZ3x8uVLteUvXrxAtWrVch3+hzFmOvoNLNltYhljTNeMPoHs1KkTIiIi8Pz5c2GZVCrF5cuX0blzZz2WjDHGGGOsZDLoR9iJiYmQyd61QZTL5cjMzERcXByAd4+m5XI50tLSAAAZGRlQKBTC69bW1rC3t0ePHj3g4uKCOXPmYMmSJbCzs8PWrVshk8ng7e2tnx1jjDHGGCvBDDqB9PHxwV9//SX8Hh0djd9++w0A4Ovri6ioKGzZskXlPR06dAAAeHp6YuXKlbCwsMDu3bvh6+uL8ePHQyqVokWLFggICEDlypV1tzOMMcYYY0bCoBPIgICAD67j4+PzwXWcnJywdu3aoigSY4wxxpjJM/o2kIwxxhhjrGhxAskYY4wxxrTCCSRjjDHGGNMKJ5CMMcYYY0wrnEAyxhhjjDGtcALJGGOMMca0wgkkY4wxxhjTCieQjDHGGGNMK5xAMsbY/7O0skarlq1gaWWt76IwxphB4wSSMcb+34ate+BUsTI2bN2j76IwxphB4wSSMcYYY4xphRNIxhhjjDGmFU4gGWOMMcaYVjiBZIwxxhhjWuEEkjHGGGOMaYUTSMYYY4wxphVOIBljLJt+Az7VdxEYY8zgcQLJGGPZ9Bv4P30XgTHGDB4nkIwxxhhjTCucQDLGGGOMMa1wAskYY4wxxrTCCSRjjDHGGNMKJ5CMMcYYY0wrnEAyxhhjjDGtcALJGGOMMca0wgkkY4wxxhjTCieQjDHGGGNMKxb6LoChkcvlws9v3sTBxiZNZ9sWiQA7SynevEkCkc42a9A4JppxXNRxTNRxTDTjuKjjmKgztZikpaUKP2fPhXLDCWQOERERws9d3FrosSSMMcYYY7oXERGBRo0a5bmOwSaQkZGR6Nq1a66v+/r64q+//sKJEyc0vn79+nWUK1cOABAdHY2VK1fi6tWryMzMROPGjTF79my0aMEJImOMMcaYtkREH66YvX37NsqVKwdnZ2cAwMGDB/HDDz/g1atXqFatGkaMGIFhw4YVacHkcjkSEhLUll+/fh0LFizAzz//jG3btuHFixfYvHmz2npOTk4QiUSQSqUYMGAAbGxssHjxYpQqVQoHDhxAcHAwfvrpJ9SoUUPlfcnJyShTpgwA4Madp7CxsSnS/cqLSATUqeqIsFeJJlFdnh8cE804Luo4Juo4JppxXNRxTNSZWkzS0tLQrkV9AEBSUhIcHBzyXD9fNZBLlizBwoUL4ezsjIMHD2LNmjUYPXo0nJ2dERYWhrVr10KhUGDEiBGF34P/Z25ujgoVKqgsk8lk2L59O8aMGYOaNWsCACwtLdXWyy44OBihoaE4e/askAAvXboUV65cwa5du7Bs2TK17SrZ2NjAxsa2qHbpg0QiwNbWFjY2MpM4WPODY6IZx0Udx0Qdx0Qzjos6jok6U45J9lwoN/lKIMPDw4WauqCgIHzzzTfw9PQUXheLxdi4cWORJpCa7N+/H8nJyZg0aVK+33P58mXUqlVLSB4BwMLCAu3bt8elS5eKo5iMMcYYY0YtX8P42Nra4u3btwCA2NhYuLi4qLzeqFEjvH79uuhLl01aWhp2794NLy8v2NnZ5ft9YWFhao+pAaBWrVp4/fo10tPTi7KYjDHGGGNGL181kB4eHjh48CB8fX3Rtm1bnD17Fg0aNBBeDw4ORu3atYurjACAo0ePQqFQYOjQoSrLExIS8PXXX+Pvv/+GRCJBs2bNMGPGDCHJTU1NRfXq1dU+T5mEpqSkoHTp0hq3KRK9+6crym3pcpuGjmOiGcdFHcdEHcdEM46LOo6JOlOLibb7ma8EctasWRg2bBiGDx+OZs2aYd++fbh16xY++ugjhIWF4d9//8XWrVsLUt58O3DgAD799FOV2kc7OzvI5XK0bt0a3t7eiI6OxtatW/HZZ5/hxIkTKo+tC6JOVUfY2uquDWT27TJVHBPNOC7qOCbqOCaacVzUcUzUmUpMUlMttVo/XwlkhQoVcOLECezatQu//fYbiAj37t1DdHQ0WrRogUOHDqFJkyYFKnB+3L9/H1FRUWrD+ixcuFDl93r16qFZs2bw8PDArl274OvrC3t7e6SmpiKnlJQUiESiPHsZhb1KhI2NrGh2Ih9MrcdXfnBMNOO4qOOYqOOYaMZxUccxUWdqMck+kHh+5HscSHt7e3z55Zf48ssvtS5UYV24cAFlypTJ17iNDg4OqFatGmJjYwEAzs7O+Oeff9TWe/HiBapVqwZra+tcP4sIejlo9LVdQ8Yx0Yzjoo5joo5johnHRR3HRJ2pxETbfSzUQOIZGRn4999/8eLFCyQnJwN4l8DVrl0bzZs3zzM508aNGzfQtGlTlW7lUqkUy5cvh5ubG3r27CksT0xMRHh4ONq2bQsA6NSpE06dOoXnz5+jbt26wnsvX76M3r17F0n5GGOMMcZMSYESyKSkJKxfvx6nTp1CRkaGxnWsra0xcOBAzJgxQxiYu6BCQ0PRr18/lWVWVlZ4+/YtFi5ciPT0dLRq1QpxcXFYv349zM3NMXLkSABAjx494OLigjlz5mDJkiWws7PD1q1bIZPJ4O3tXahyMcYYY4yZIq0TyOTkZAwbNgyhoaEoXbo02rdvj9q1awudWyQSCV68eIF//vkHhw4dws2bN3HkyBHY29sXqIAKhQLJycka3//9999jx44d2LZtG16/fg1ra2u0atUKP/zwA+rUqfNuBy0ssHv3bvj6+mL8+PGQSqVo0aIFAgICULly5QKViZVcI3f+gfjU9zc95W2tETixsx5LxBhjjJU8WieQW7ZsQWhoKMaOHQsfH59ceymnpqZi06ZN2L9/P7Zu3Yq5c+cWqIBmZmZ48uSJxtdKly6NmTNnYubMmXl+hpOTE9auXVug7TPjEp+aAamVQ7bfk/VYGsYYY6xk0jqBvHDhAtq1a/fBhNDW1hbz5s3Do0ePcO7cuQInkIwVVvZaxwyZHGZWei4QY4wxVsLlayaa7OLi4tC0adN8r9+8eXPExcVpuxnGioyy1lFq5WASPekYY4yx4qZ1Auno6IiwsLB8rx8SEgJHR0dtN8MYY4wxxgyU1glkhw4dcOHCBRw8ePCD6wYGBuL333+Hu7t7gQrHGGOMMcYMj9ZtIGfMmIGLFy9i+fLl8Pf3h5ubG+rUqaPSCzssLAxXr15FVFQUypcvjy+++KLIC84YY4wxxvRD6wSyUqVKOHLkCJYsWYKrV6/iyJEjEOWYgZv+v6GZm5sblixZgkqVKhVNaRljjDHGmN4VaCDxGjVqYM+ePYiIiMCNGzcQFhYGiUQCALCzs0OdOnXQrl071KhRo0gLy1hRy5DJ0WvdWQA8JiRjjDGWX4WayrBGjRqcJDKDk3Ow8LyG7iGCMC4kjwnJGGOM5U+hEkjGDFHOwcJJ+laPpWGMMcaMj9a9sBljjDHGmGkr9gRy1apV6NatW3FvhjHGGGOM6UixJ5CJiYmIiooq7s0wxhhjjDEd4UfYjDHGGGNMK1p3opkzZ45W69+5c0fbTTDGGGOMMQOmdQL5008/QSQSCYOF50fOgcYZY4wxxljJpXUCaWtri8qVK2Px4sX5Wt/Pzw9Xr17VumCMMcYYY8wwaZ1ANmjQAI8fP4arq2u+1j9x4oTWhWKMMcYYY4ZL6040Li4uSEtLQ3h4eHGUhzHGGGOMGTitayDbtGmD27dvIzo6GjVr1vzg+l27dkW1atUKVDjGGGOMMWZ4tE4ge/bsiZ49e+Z7/W7duvFA4owxxhhjRoTHgWSMMcYYY1rhBJIxxhhjjGmFE0jGGGOMMaYVTiAZY4wxxphWOIFkjDHGGGNa0boXti516dIFUVFRasvr1auHM2fOAABu376N9evX47///oOlpSU6dOiAefPmoVKlSsL60dHRWLlyJa5evYrMzEw0btwYs2fPRosWLXS2L4wxxhhjxsKgE0gA8PLygpeXl8oyC4t3xQ4NDcX48ePRq1cvfPvtt3j79i1WrVoFb29v/Pjjj7C0tIRUKsW4ceNgY2ODPXv2oFSpUjhw4AC8vLzw008/oUaNGvrYLcYYY4yxEsvgH2Hb2NigQoUKKv/Kli0LANi1axfKli2L5cuXw9nZGa1atcLKlSvx9OlT/PrrrwCA4OBghIaGYvXq1WjatCnEYjGWLl0KBwcH7Nq1S5+7xhhjjDFWIhl8DWRerly5Ag8PD6FGEgCcnZ1RvXp1XLp0CX379sXly5dRq1YtODs7C+tYWFigffv2uHTpkj6KzYrByJ1/ID41AwCQIZPDzErPBWKMMcaMWIlNIFNTUxEbG6txOsVatWohNDQUABAWFqbxMXWtWrXw448/Ij09HaVLly728rLiFZ+aAamVAwCApG/1WpbsyWx5W2sETuys1/KUZBxLxhgzTAafQD548ADe3t54/PgxzM3N4eHhgS+++AJZWVkAAFtbW7X32NnZCZ1vUlNTUb16dY3rAEBKSkquCaRI9O6frii3pcttGjpdx6QotpM9mY1PTS6WspvKsaJNLE0lJtrgmGjGcVHHMVFnajHRdj8NOoEsW7YsJBIJvLy8UL16dTx69Ahr167F33//jb179xb79utUddSYoOpiu0zVh2IiKoJvuEgkgnO1vLeT388p6s/MjbEfKwWJpbHHpCA4JppxXNRxTNSZSkxSUy21Wr/IEsjExEQ8fvwYCQkJ6N27NwAgIyMD1tbWBf7M48ePq/xev359VKhQAePGjcO1a9cAABKJRO19KSkpKFOmDADA3t4eqampGtcRiURwcHDIdfthrxJhYyMrcPm1JRK9O1DDXiWCSGebNWj5jQkVQcCICKFRiUXyOUX9mTmZyrGiTSxNJSba4JhoxnFRxzFRZ2oxSUtTz5XyUugEMjQ0VBhjUaFQAAB69+4NIkK3bt2wePFidO/evbCbETRo0AAAEBsbiypVquDly5dq67x48QLt2rUD8K5TzT///KNxnWrVquWZ4BJBLweNvrZryHQRkwyZHJ+sPQugaNvbFWe5Te1Yyc++mlpM8oNjohnHRR3HRJ2pxETbfSzUMD5hYWEYNmwYLl++DLlcrlJbkJiYiDdv3mDmzJm4c+eO1p8dEhKCOXPmICQkRGX5/fv3AQC1a9eGh4cHLl++DJnsfS3hw4cP8erVK3Tp0gUA0KlTJ0REROD58+fCOlKpFJcvX0bnztwgn71HBEitHCC1chA6bjDGGGNMXaESyA0bNiApKQnVq1fHV199BRsbG+E1CwsLNGnSBFlZWdi9e7fWn125cmXcunULM2bMwNWrVxEREYELFy5gyZIlqFevHrp06QJvb2+kpqZiwYIFCAsLw7179zBv3jw0a9YMXbt2BQD06NEDLi4umDNnDu7du4fQ0FDMmzcPMpkM3t7ehdl9xhhjjDGTVKgE8ubNmxCJRPD394e3tzesrN4Pvmdvb49du3bB3Nwcd+/e1fqzbW1tERAQgAYNGmDevHno1asXlixZgg4dOuDAgQOwtLREjRo1sH//frx69QoDBgyAt7c3GjRogJ07d8LM7N2uWVhYYPfu3ahTpw7Gjx8PT09PxMfHIyAgAJUrVy7M7jPGGGOMmaRCtYFMTU2FtbW1xmFygHdJpLm5OZKSkgr0+dWrV8fq1avzXKdJkyYIDAzMcx0nJyesXbu2QGVgjJkOHneSMcbyp1A1kJUqVUJGRgYuX76s8fUDBw5AKpWiQoUKhdkMY4zphHLcSW4HyxhjeStUDWTnzp0REBCAyZMno02bNsJwOdOnT8ezZ8/w4sULiEQi7qzCGGOMMWZEClUDOXnyZFStWhVZWVm4ceOGMDvM+fPn8eLFCxARKlWqhMmTJxdJYRljjDHGmP4VKoEsV64cjh49ij59+sDCwgJEJPyzsLBAnz59cOTIETg5ORVVeRljjDHGmJ4VeiBxZQcVqVSK0NBQpKamws7ODnXq1FHplc2YKcqQydFrXdEPTs4YY4zpU5FNZWhlZSXMEsMYe0c5ODkAxKcm67k0jGmPe6YzxjQpdAIpkUjw888/4+XLl0hMTNQ4J7FIJMKKFSsKuynGGGM6puyZ/u5nvglijL1TqATy9u3bmDJlClJSUj64LieQjDHGGGPGoVAJ5PLly5Gc/OE7UpFIVJjNMMYYY4wxA1KoBDI0NBQikQgeHh4YNWoUqlatyh1nGGOsBOC2jYyxwihUAlmxYkXExMRg8+bNsLS0LKoyMcYYK2bctpExVhiFGgdy9OjRkMlkePLkSVGVhzFmYEbu/AO91p1Fr3VnMXLnH/ouDmOMMQNQqBrI0aNHo1SpUpgwYQJ69uyJevXqwdbWVuO6AwcOLMymGFOT/RFchkwOM249USy4pooxxlhOhUogw8LCcODAAbx9+xZHjhzJdT2RSMQJJCty2RMbkr7Vc2lYSZSzHSBjjLH8KVQCuXTpUoSEhEAkEmkc/5ExxgwZ164yxljBFCqBvHv3LkQiEapUqYJ+/fpxL2zGGGOMMRNQqATS1tYWMpkMQUFBKF++fFGViTGN+HEjY4wxZhgKlUD269cPBw4cgEKhKKryMJYrftzImHHgMSgZK/kKlUDOnj0bWVlZGDt2LCZMmAAXFxfY29trXLdq1aqF2RRjRocvosxUFcfNIH+fGNOtQiWQzZs3h0wmAwDMmzcv1/VEIhEePnxYmE0xEzVi5x9ISM0EERndUD3GXqPKF3SmS7r8PmU/tgE+vplpKlQCKZVKi6ocjGkUL+GhekqKnAljQS7oOS/MxnbTkF+cfBu27Mf2u9+N7waQsQ8pVALp6elZVOVgzODo8yKuqcNQ9t8PTjK8hKIoaoByXpjze9OgjJdIJEI521II/Lx441Pcx4ax104zxkq+QiWQvr6+RVUOxgAYVk9rfV7ENW3bEBKKDJkcvdadBaD7pDr7tnNuXyVekuKPDyd4jDFTV6gEkrGixhfmwinumjEi/SWy2betzfb5cTBjjBW9QiWQXbt2/eA6CoUCGRkZuH79emE2xZhBMdSkhBNwdRyT4mOo3wPGWPErVAIZFRWlcRpDkUgEAMJy5e8FcezYMQQEBCA8PByOjo5wc3PDzJkzUb58eWzevBlbtmzJ9X1NmjQBACQnJ2PVqlX4/fffIZFIULduXUyfPh2dO/PJjhVMSU9KdH3h1/Wj7+z7l7MjTl6v6bPMxa04moeU9O8BY6zgCpVA5ja2Y1JSElJTU2FhYYFmzZrlOjbkh/j7++P777/H7Nmz0bVrV7x8+RKLFi1CaGgoDh48CACoXLkyjh07pvbesmXLCj/7+PggKioKGzZsgJOTE3766SdMnToVAQEBaNWqVYHKxlhJpusLv64ffWffv5wdcfJ6LbuiKLMuhnvJ780AJ3uMsaJUqATy999/z/W1x48f49tvv0WpUqWwYcMGrT+biLBnzx4MHDgQXl5eAIBatWph6tSpWLRoEZ48eQIAMDc3R4UKFXL9nFu3buHGjRvYs2cP2rZtCwCYOXMmbty4gW3btmHPnj1al42xgspv7VdJYWz7U9R0MdwLJ4aMMX0otk40DRo0wLZt29C+fXusWbMGCxcu1Or9IpEIZ86cgbm5ucrySpUqAQBSU1Pz9TlXrlyBtbU12rVrp7Lc3d0d27dvh1QqhZUVX/WYbuS39qukMLb9MTbGPBA/Y0y/irUXtp2dHSwtLfHLL79onUACgKOjo9qy3377DTY2Nqhfvz6uXbv2wc8ICwtDlSpVYGGhuqu1atVCVlYWwsPDUbduXY3vFYne/dMV5bZ0uU2WPyrt4ezU248Vxd9Mm8/I77GS38/U9TFXFNvL/jfRRXI00u8PxEs017YW5G+njezvGbHzfTk+dCxqMxB/URwrBf27Fsfxl59yFuV2S/p5m68/6kwtJtruZ7EkkDKZDJGRkdixYwcyMjKgUCiK5HN///13HD16FDNmzBDaVWZkZGDZsmW4du0a3r59i/r162PatGnC42qJRAJbW1u1z7KzswMApKSk5Lq9OlUdNb63uNWp6qjzbRqK7B2u8up8VZiOWdqWA1BtD5eQmqJWTudqjh8s24f2J7fPyPk+kUgkHCM5j5Xs675LsH4RfpdmyWFlYS68pkyAcm6747JTiElKBwBUKlO6wPuT12vZt5ff9+WU/W+SPTkqTLnyei0hNTPX7eV3f/JaN7f35XxP9nIU1bGY33340HGan30rzPuK+jMLeq4t6N+1JDDl609uTCUmqamWWq1fqATSxcXlg+uIRCLUr1+/MJsBAJw9exazZ89Gv379MHHiRACAjY0NrK2tUbNmTQwdOhSJiYnw9/fH2LFjsX//fri6uhZqm2GvEmFjIyt02fNLJHp3oIa9SkSOju0GKWdNyMF8dg7I633Ze/Tn7N2fXV6vFQVttk1ECI1K/OB7P/SZH39zQrWGyzL37YW9StR4rKjGD8i0fN+BTZ75FlT63e+U+VblPdnLH52YJiQo0Ym5t6kr6N8n5/by+778Kky5Cvpafvcnr3Vze19ex1dRHYv53Ye8jtN0aRbqf3lIWDevc0Je+1dQ2nxmYc+1Bf27FpWCnnvzUtKuP7pgajFJS8tf00ClQiWQ+TnZlypVCrNmzSrMZhAQEIAVK1Zg+PDhWLBggXD3N378eIwfP15l3ZYtW+KTTz7Bli1bcODAAdjb2yMqKkrtM5U1jw4ODmqvKRFBLweNvrarreyPx+Ilyfkuc0HfZ6gyZHJ8svb9cC8Fpc3jRmXMhu94fyFRlqUgj3J1/TcYscO4xg/UJn4FS1iK9/O1eV9ux6naQO9afLeL4/jLz2cW5bm2IJ+TvROaLEsBSwszAB/+TmT/G0S9faty/insd6mkXH90yVRiou0+FiqBbNOmjcblIpEIjo6OqFOnDoYPHy50fCmIQ4cO4bvvvsOsWbMwYcKED65vaWmJunXr4sWLFwAAZ2dn/PHHH5DJZLC0fF89++LFC1haWqJmzZoFLhtjgH5nZ8l+IQFKTkcWY+s5zANqF1xBx9s0pGlPCyr790AufQsqwHdCn+cfZtoKlUAGBAQUVTk0un79OpYtW4a5c+di7Nixaq+vWrUKNWvWxLBhw4RlUqkUjx8/Fh6vd+rUCdu2bcO1a9fg4eEhrPfbb7/B3d1dJak0JXzBY6zoFHdCXNzDJeVM4gAU6fZyjoeZ/TMLmgBpE/Oc57uDkzrn+pq+xunUtbxiwlh+GOxc2ESEb7/9Fi1atECfPn0QFxen8rqNjQ2ICN999x3kcjnc3d0hkUiwc+dOxMXFYc2aNQCAZs2aoXPnzli6dCl8fX1RtWpVBAYGIiQkBCtWrNDHrhmE7CffqMS3wsUDMKyTHDN+uu5NXRIV93BJmpK4otxezvEwdV1TnvN898nasxCJRChnW6rIk/+ciZk+a9vzSl6N7SkA0z2tEshXr14VeEO5zVqT17ZCQkIAAB06dFB7fdq0aZg9ezacnJxw6NAhrFmzBiKRCE2aNMHevXtVHq+vXbsW33//PWbMmAGJRAIXFxfs2bMHjRo1KvD+lAT5vfNVa7vEJxOmQ7n1pjZG2ZPl7G3eAL5xK0qaalSVVJJlSe7nuoLOIlQciVlBH9dzksiKk1YJZJcuXQo0fIpIJMLDhw+1ek+1atWE2Wby4u3tDW9v7zzXsbW1xdKlS7F06VKtylDS5Tx5GOqsIYZaLlPCf4Oik1eNavbkJXubN6BoLvB5JU6mpCjaBepiFqG8qH0nbcvqpRyM5UbrR9jFPXyKqVKeLJSPVQI/L/qaiPw+Bitoo/biLhcrPvw3KDoFrVEtikf5htShwtiaJuh6fwr6neSbQd0w1LatuqRVAunp6Vlc5TB5KrWFeTxWyUnTo43CnjwM6SLE1CmHDRKJRHyBMCLG9iif90c/CpJ4Zj+nEJFJdSYqKG4eoGUC6evrW1zlYAWk6SAuCSc5VnAqF7JM/hsz45JXosG1awWXvQZV+bumnvBA8SRExpxw6fqpnaEosl7YMTExePToESQSCRwcHNC4cWOUK1euqD6eMcaYCcgr0TDUphb5fbytzzaqOZNEQ4pfUStoB6iCMtWndoVOICMjI7F48WJcu3ZNZblIJELPnj3xzTffoGzZsoXdDMuG78IZY8xw5PfxtqkmGh9S1I+39d0BylQUKoGMj4/H8OHDERcXp3Fu0F9++QXPnj3DkSNHYGtrW6iCmpr8jt9V3HeROR97mFL1PGOMseKny8fbuq6dzG9ZSuK1tVAJ5K5duxAbGwsAaN68OZo2bYrSpUsjISEBf//9N0JDQxESEgJ/f39MmzatSApsKgylvQiPEckY0xcelogVNX3XTuZ3eKaSkFwWKoH8888/IRKJ8PXXX2ucanDDhg3YsWMHfv31V04gGWOMaYUf+TJjk98niIZSiZSXQiWQr1+/hoWFBUaOHKnx9UmTJmHXrl2IjIwszGYYY4wxZgKMrUdzQWcRKgkKlUCamZlBJpNBKpXCwkL9o3jQ8aJhSI9xjG1wYMYYY4ZDn7XOOZO9g5MKn7yWhJrEgipUAlmnTh08evQIK1euxMKFC2Fl9T6bkEql8PX1hVwuR+3atQtbTpNmSI9x8tvbsDgGOGeMMca0ld+Kj6JK9kxlpJRCJZC9e/fGw4cPERQUhPPnz6Nx48YoU6YMEhMTcf/+fSQnJ0MkEqFPnz5FVV5mwD7UONgQx29jjDGmW7p+qpZXxUdeyeWInX8gITVT69l5DHW80qJWqARy9OjROH/+PO7evYvExERcuXJFeE35+Lp58+YYPXp04UrJSgRT+dIwxpgxy287xLyeNOX1vuJ4qlbQWr+8kst4ifE+fi4KhUograyssH//fqxfvx7Hjh1Damqq8JqtrS2GDBmCL774QuXRNmOMMcYMV34TvLym0i2OhOuDTaP+/6lXSa3AKGmPvrVOIFNTU1UGBbe2tsa8efMwZ84chIaGIiUlBQ4ODqhTpw7Mzc2LtLCMMcYYM015JawlNWnMrqQ9xdM6gXRzc0PXrl3Rv39/uLu7w8zMDABgbm6OevXqFXkBGWOMMV3gUSYMj6HUyhnSaCiGQusEMiMjA8HBwQgODka5cuXQu3dv9O/fH02aNCmO8jHGGGM6kd9RJkxJQcdlLKqEy1Bq5QxpNBRDoXUCWaZMGSQlJQF4Nxd2YGAgAgMDUbt2bQwYMAD9+vVDtWrVirygjDHGGNOtnIlTfmsEOeEyfmbavuH69es4cOAARo8ejWrVqoGIQEQICwvDxo0b0b17d4wYMQJBQUFISUkpjjIzxhhjTA+UNYJSKwfwXCGmTesaSDMzM7i6usLV1RXz58/H48ePceHCBVy4cAGPHz8GEeHvv//GP//8g2+//RadOnVC//790a1bt+IoP2OMMcYY07FCDeMDAA0aNECDBg0wbdo0REVF4fz587h48SL+/vtvSKVSnDt3DhcuXMDDhw+LoryMMcYYY0zPtH6EnZdq1aph7Nix+O677zBr1ixUrFgRAM+JzRhjjDFmTApdA6n0+PFjnD9/HufPn8ezZ88AvE8cHRwcimozjDHGGGNMzwqVQN6+fVto/xgVFQXgfdJoYWEBDw8PDBgwAJ06dSp0QRljjDHGmGHQOoG8ePEiLly4gN9//x0JCQkAVB9RN2/eHP3790fv3r3h6OhYZAXVlez7kpaWprPtKmQZUMBK+BmAyu8iaUaxvqb8uaCv6aPMprQ/prSvvD/6LzPvK+9PSdgfU9rXtLT3U0UXl+w5T36aHopIywaKDRo0gEgkUvnwmjVron///ujfvz9q1qypzccZnNjYWFSqVEnfxWCMMcYY04uYmBihH0tuCvQIm4hQpkwZ9OrVCwMGDECLFi0KVEDGGGOMMVbyaJ1Adu/eHQMGDICHhwcsLS2Lo0x65eTkhJiYGACAjY0NRCKRnkvEGGOMMVa8iEh4jO3k5PTB9bV+hM0YY4wxxkxbkY4DyRhjjDHGjB8nkIwxxhhjTCucQDLGGGOMMa1wAskYyxM3k9ZMIpHouwgGRaFQ6LsIjDEd4gSSsWz4IqiORyJQd+/ePSxcuFAYscHUpaSkYMqUKYiMjNR3UVgJwTem7xER5HI5pFKpyjJDV2RzYTPDJpfLIZfLYWVlpe+iGKSEhASUK1cOZmZmUCgUMDPjeysAePr0KS5evIjExETUrl0bvXr1gp2dnb6LpVd//fUXxowZAyJCq1atMGrUKH0XSa8kEgkGDBiAOnXqoHr16voujkFJS0vD3r17ER4ejrJly6J79+5o3bq1voulV1lZWbCwsIBIJOJzLYDU1FSsX78eISEhsLW1RY8ePdC/f/8SceNu2n85E5GWloZJkybh3LlzKnc47J2HDx9iwIAB8PPzAwAhiTR1t2/fxvDhw3HlyhVcuXIFS5cuhZeXF06fPl0i7o6Lw19//YVx48bhq6++wuTJk/Hs2TMA727QTJFEIkHfvn3RtGlT7NmzB0DJqDnRBYlEgqFDh+LKlSuIjo7GsWPHMH/+fFy/fl3fRdObtLQ0jB07Fjt27ADA51qJRIKBAwfiwYMHKFu2LP777z+sWbMGV65c0XfR8oUTSBNw9OhRXL58GevWrcOff/4JmUym7yIZBOWF7vz584iLi8OxY8ewb98+AHxii4mJwfz58zFmzBjs378fQUFB+Omnn5CWloY1a9Zg//79JhefW7duYdy4cZg5cybGjx+PihUr4rfffkNiYiLMzc31XTydUyaPrVu3xoYNGwAAMplMY82JqSWVWVlZ+Oqrr+Ds7IyDBw/iwIEDOHPmDJKSknD06FF9F09vfv75Z9y+fRvHjx83+XNtVlYWZs+ejaZNmyIgIADr1q3DgQMHkJqaKtyYKhnq94cTSBPw6tUrtGnTBh999BEWLFiAP/74g2si8b5t37Nnz9C+fXtUqlQJe/fuNfkTG/AugZTL5ejevTsAwNzcHM7Ozti/fz8A4MCBAwgICDDYE1tRu379OkaNGoVZs2bB29sbANCqVSvY2tri0aNHAEyr/awyQUpMTMSaNWsAAOnp6bC0tAQR4fLlyzh48CB+//13vHz5EiKRyGSOFQBITk5GbGws+vbtC3Nzc8hkMlSpUgUTJkzAtWvXEBMTY1LHi9KLFy9Qq1YtVKxYEXv27DHpc21SUhJiY2PRr18/mJubQyqVombNmmjdujWqVauG8PBwoU2xoX5/OIE0AW/fvkWHDh2wYsUKuLi4YNGiRfjzzz9NPokkIkilUiQlJeGzzz7D0qVLUbNmTU4iAWRkZCAqKkroJKI8wZUvXx5ubm4AgN9++w03btzQZzF15vLly/Dx8YGXl5ewrH79+rCzs8Px48cBwKTacmVkZKBhw4ZwcnLCokWLAAClS5eGVCrFmDFjsHTpUqxcuRLTp0/H5MmT8d9//5WINl1FJS0tDQ8fPsTbt28BQJj2t1atWkhNTYWZmZlJHS9EBCLCq1evMGzYMKxcuRK1atUy6XPt27dv8eDBA4hEIohEIlhZWSEjIwMvXrzA/v370bNnT4wcORLffPMNAMPszGg6R7AJUn4ZbW1tUalSJVSoUAHLly9Hw4YN80wiDfFOpziIRCKYm5vjk08+QZUqVeDs7IwFCxZoPLFlZWXpt7A6Vr58eVSpUgWBgYF4+vQpgPcXQUdHR4wfPx4SiQSHDh3SZzF1Zs6cOZg6darwu7LN47Bhw/DkyRM8fvxYX0XTCzs7O4wcORLDhg3DlStXhIvckiVLYGNjg7Vr1+LWrVv45ptvkJGRgS1btiA1NVXPpdad0qVLo2nTpmpJYunSpQGY1s0GACFJat26NcqVK4caNWrkeq41lfbE1apVg5ubm9CkjIjQr18/ODg4wMvLC/v27UOPHj1w9OhRoZbf4BAzKnK5nGQyGWVkZKgsT09PF35++fIljR07llxdXemXX36hzMxM4bXY2FidlVUf3r59SzExMRQdHS0sS05OpszMTMrKyiIioocPH9LIkSPJ3d2d/P39hfWysrLo1q1bui6yTsTFxdGzZ8/ozp07wjI/Pz8Si8U0depUun79OkkkEjp58iS5uLhQTEwMPXnyhFxdXenevXv6K3gxSklJofj4eIqPjxeWyWQylXWePHlCLVu2pK1btxIRkUKh0GkZdSkzM5Nu3LhBwcHBFBoaSkTvvju7d++mzp0708iRI2nhwoUUHh6u8r6VK1dS69atKSYmRh/F1gmZTEaxsbH04sULYdnLly/V1rt27Ro1b96cYmJiVI6lixcvCucfY5GVlUXJyckq35/Y2FhKT08Xvie5nWuJiJ4+fWpU3yepVErR0dH0+PFjYVlCQoLKOqdOnaKUlBTh97i4OJowYQL169dPJY6GgofxMSISiQQLFixAQkICIiIi0K9fP7i7u8PV1RXW1taQy+UwNzdHzZo1sXTpUixevBjffPMNli1bhp49e2L16tU4duwYLl68iFKlShlklXlh/P3331i9ejViYmJgZWUFZ2dnfPXVV6hZsyYsLS2hUChARHBxccH8+fOxYsUK7N27F+bm5hg1ahQ+//xzODg4oFWrVkYVm3/++QcrV67E69evkZKSgiZNmmD79u2YMGECiAgBAQG4cOECqlatilevXmH58uWoWLEiMjMzYWlpiczMTH3vQpG7e/cutmzZgtDQUNjb26N9+/aYM2cOLCwsQERCm6T69evDy8sLfn5+6NixIxo3bqzvohcLiUSCiRMnIj4+HlFRUbC0tMScOXPw2WefwdPTE0SEffv2wc7ODhUqVADwfriWjz76CGXLljWq70x2EokE8+fPR0hICOLj49GkSROsX78eNWvWFM65SgkJCShVqhTs7OyE5Rs3bsSRI0fw448/onLlyvrajSIlkUiwZMkSPH/+HBkZGWjZsiVWrFiBChUqQKFQCN+fnOdaABg7diw2btyI27dvY8uWLShTpoye96bwJBIJZs2ahfDwcISFhaFjx46YMmUKmjdvDgDCcdK/f38A758eOjk5oUGDBnj9+rVQe21IREQm8rzSyKWmpmLAgAFwdnZGhw4dEBUVhbNnz8LS0hKTJk3C4MGDAUDlhPby5UssWbIEz549Q5MmTXDz5k34+/ujWbNm+tyVYnHv3j2MHj0a48aNg1gsxuvXr3Hw4EHIZDL4+Pjgk08+gZ2dnXByE4lEePDgAVatWoWIiAiIRCKYmZkJMTUWDx48wJgxYzB27Fg0btwYL168wI4dO9CwYUPhhP7gwQOEh4cjLS0NLi4uaNiwIQAgPj4eU6ZMwcKFC9GkSRN97kaRunfvHsaNG4dBgwahatWquHHjBv755x+MHDkSX3zxhdr6jx8/xtdff41atWph/vz5RpMEKGVkZOCzzz6Ds7MzpkyZgoSEBBw/fhzBwcE4dOgQGjdujISEBFy6dAnt27dHxYoVVd6/aNEiREVFYcuWLbCxsdHTXhSPtLQ0fPrpp6hXrx48PDwQHh6Ow4cPo2HDhvD391dbPygoCCtXrsTNmzdhYWGBzZs3w8/PT4ijMUhNTcWnn36KOnXqoHXr1nj06BF++eUX9OzZE2vXrlVZV3kz9vDhQ/j6+uLVq1eoUqUK7ty5g0OHDqFp06Z62ouik5aWhsGDB6NBgwbo1KkTJBIJtmzZgvr168PPz0/oeKa8wZLJZLC0tBSu1fPmzYNMJsOKFSsMbxxnfVV9sqK1du1aGj58uMqyS5cukbe3N4nFYgoICBCWZ39UEhsbS66urtSmTRt6+PChzsqrKwqFgjIzM+nrr7+mJUuWqLwWFRVFI0eOpObNm9OBAweERwdyuVzlcbZYLKahQ4cKj5xyPsYsiZRxWbhwoUpcMjMzaceOHdSyZUuNj6ZTU1Pp7t279Pz5c/L29qahQ4eSXC7XZdGLVUpKCnl7e9O6deuEZXFxceTl5UWenp4qzT2y27p1K7Vs2ZKWLVtGSUlJuiquTpw7d46GDh1Kb968EZY9f/6cOnfuTL6+vsJjRuX/0dHR9M8//9B///1Hq1atopYtW6o8tjMmW7ZsIW9vb+G4yMzMpAMHDlCjRo3o6tWrautfuHCBPv74YyIiWrduHTVp0oTu37+v0zIXJ4VCQStXrqRJkyaRVColonffKV9fX2rXrh09e/ZM7T3K80dYWBi1bt2a2rRpQ48ePdJpuYvTnj17aPjw4ZSWliYs++2336hBgwYUHByssm5sbCwdPHiQ7t27R3fv3qU1a9aQq6srPX36VNfFzhd+hG0kXr16Jdz5S6VSWFlZwd3dHU5OTrCxscHy5ctRqlQpDB48GObm5sIMAIcPH4ZUKsWRI0dQv359Pe9F0VP2bouIiEDNmjWF5USEqlWrYv/+/fD29sb69etRpkwZ9OnTR6ihVSgU2LhxI+rVq4fAwEBYWFgIj+VKOmVcnj9/DmdnZ2G5lZUVPDw8sGHDBrx580blPVKpFFeuXMHcuXNRoUIFlC1bFgEBAUY1e49IJEJERAQ6d+4M4N0x4OTkhMGDB2PGjBmIiIjARx99JKyv3O8pU6bg3r17ePjwIezt7fVV/GIRExOD58+fq/x9P/roI1SrVk0YokdJJpPhyJEjOHr0KKytrWFvb4+DBw9CLBbro+jFLjQ0FGZmZkLNkJWVFTp37ozVq1cjKipKbf1KlSohPT0dU6ZMwaVLl3D48GGjqXkE3n1/QkNDUb58eeFJjZ2dHTw9PbFv3z68fPkSdevWVXmP8rj69ddfkZWVZXTXIuV3J/sj6Pr168PBwQGvX79WWTcyMhKBgYEIDQ1F9erVUbp0aezbtw/16tXTdbHzpeRfCRkAwNraGjdu3BCmK1QmOi4uLpg8eTIyMjKwbds21KpVC66urjAzM0NQUBC2bt2K48ePG9UXNjsigkwmg6OjI2JjY5GSkgI7OzuVabT8/PwwevRobN68GW5ubihfvjyICBs3bkRERAROnjxpVMkj8C4uGRkZkEgkSExMFNozmpmZoXz58nBwcBB6zdL/P16xsrKCi4sL1qxZA1tbW7Rp00booW4scUlPT8eLFy8gkUgAvB86o3z58rCyslIboUDZa9Tc3Bw7duxQad9lLG3+LCwsIJVKERcXB0dHRxARzMzMULVqVeECqPwuWVpaYujQoWjUqBHKlSuHWrVqoVy5cnreg6JHRFAoFJBIJIiPj0dqaqrweL5ixYqoUqUKkpKSALyPDRGhXLlysLCwwK1btxAUFAQXFxd97kaRUigUyMrKwqtXr4RKCuV3QHnDmZ6eDgBq348ff/wRO3bswP79+43uWlS6dGlERUUhISEBjo6OMDMzQ/Xq1VG5cmXExsYCeN+0rEWLFti5cyeioqLg4OCAypUrG/T3p+RXGZg45QWtU6dOyMjIwKZNmyCTyWBhYSEMh9CgQQOMGTMGIpEIv//+u/DeDh06IDg4GI0aNdJL2XVBmfgMGjQIV69exalTp4QLvLLmzMLCAt9++y3S09OxadMm4X1dunTBTz/9BEtLS6NKkoB3+1e6dGnMmDEDI0aMQKlSpYSaAGVMlHNeZx+brXLlyujSpQvatm0rJE/GEhcigpOTEyZOnKjxwm5hYQFra2sAqjExNzcXvmvKY8pYkkcAGDRoEFauXIn69eur7BcRwcHBAYDqVI7W1tbo2rUrWrRoYdAXv8JQDgE2ePBg9OnTB7a2tkLb6aysLMjlcrVODyKRCFWrVsXixYtx6NAho0oeAQg1sZ999hlat24NMzMzISbKhFtZU5vzRqxmzZo4ceKEUbR5zKlVq1aYNGkSypUrJ5xjpVIppFKpcI5VVmgA74b3adeuHRo2bGjw3x/jOPObMOUJvUOHDmjatCmOHz+O6tWrw9PTU6XWrH379ujXrx+OHz+OL774AtbW1qhSpYqeS68bRAR3d3cMGTIEy5cvh5OTEz755BMhiQTePZLr0qULQkJCkJmZiVKlSgmdiZQJlbEhInTt2lX4WXksSSQSJCUlCSd75SP9JUuWoHPnzvDw8BA+w5im8FPuv4+Pj/D3Vi5TnvCVFz7lcbNx40aMGTMGjo6OwucYw6N8JeUTjd69ewvLlPsXExMjNJtRPq7csmUL4uLiMG/ePCHZNlZEhG7duqktl0qlSExMFGKijFdAQACqVKmCvn376rScujZixAi1ZVlZWUhLSxNiofz/6NGjaNSoEVq3bq3TMupS9u+OklQqhUQiURsXdN++fVAoFCoTFhgy4znTmTCFQgFra2usXLkSjo6O2LhxI06cOCHURCoHC69duzacnJyEO0NToayFHDFiBDw8PDBjxgwEBwerxaBGjRrCHXN2xpQQZJd9P7P/rHzkVqpUKWHZ559/jgsXLgiz0BgzTTcLGRkZsLKyUqlVmjhxIn744Qeja/OYXV43CMreokqbN2/Gli1bMHToUKNPHoHcZwbJysqCubm5yk3Fpk2b8N1336F27dq6KZyByczMhIWFBcqWLSss27RpE7755huDHJ5GFywsLFTOHRs3bsT333+PDh066LFU2jHOK6ORUtZ+5JzuSdkOzcHBAYGBgXB0dMSGDRuwfft2yGQyoSbp8ePHcHR0NKnporITi8WYOnUqOnXqhC+//BK7d+9GXFwcgHd3hDdu3ECtWrUMb6gEHVMoFLCxsUH58uUBAOPHj0d4eDj++OMPlaYRxk752A2A0EbUyckJADBhwgSEh4fjypUrQnsvY5bzkSMAODg4CI/g1q5dCz8/Pxw/flwY5slUKR/VKttErl+/Hnv27MGxY8fUOpAYs+zHjEwmg7m5OWxtbQGoxiR7Jz5ToZzKUnkTsn79euzduxdHjx4tUW1Aje+5nJFKT0/HsmXLMGrUKDRs2FCtEbLyZ0dHRwQFBWHWrFkICgrCuXPn4OrqioSEBFy8eBGHDh0yyTs+5aP8unXrYsGCBahZsybWrFmD4OBgYfzHxMRE7NixA4B6I29jpdzP5ORkoT2bctDnO3fuYPXq1YiMjMSZM2eMsi2oJsqYZGVlCTVsFStWhEgkwuPHj7Fu3TqEh4cbXUyUNYo5j31lA//k5GRkZWUJ7bIcHBwQEhKCzZs3w9/fH4cPHzba9tQ5BwRXUv7tlSNfABDaQ758+RIPHjzA3r17jWqcxw9RxiT7cVS2bFmYm5sjMjISv/32m0nFRBmP9PR0iEQiWFtbg4ggl8uRlJSEgICAEhsProEsIc6dO4fTp0/D19cXT58+FRomA+8fmURFRcHLywtv3rzB2rVrMW/ePDRo0AAvX76Evb09goKC0KBBAz3vSfHRVDOmnF3GwsICZ86cweDBg2Fvb4/58+cjMDAQbm5uqFOnDjw8PHDy5EkhITCm5DGvuIhEIgQHB2PIkCFISEgAAJQqVQqOjo6YN28eIiIijC5R0oSIhH8ikQi//vorpkyZIjT/cHR0RGZmJkaPHm2UCfX58+exa9cuAMDZs2eRnJwM4H3iFBkZiZ49e+Lvv/8W3lO3bl1cvXoVAQEBRjccTU7K5FHZa1ahUAgdyCIiIjB8+HBh2B4zMzPUqlULK1euhJ+fH3744Qeji42mGmkAajHJPppB+fLlsWTJEuzevdvoYvKheERGRmLSpEl4/vw5iAi2trZo164d1qxZgw0bNuDgwYMlMx7FNL4kKwb+/v7UqVMnGjZsGD158oSI3g9qHRERQe7u7rRo0SKNA10b05yimij3Ly0tjRYvXqw2D+25c+eoTZs2wnyrucXD2OajzW9c9u/fr7J87969NHz4cKMaPF3pQ3/jc+fOUevWrengwYNE9D6G06ZNoxEjRggDJBtLTDIyMmj79u306aefUvfu3al79+5E9H6A56ioKPLw8KAFCxaofG/i4+Np+PDhRjXoc17Wrl1LnTt3VhlMPjIykjp37kxfffWVSmwOHz5Mrq6uRhmb7N+f7JMuKEVGRlLXrl3pyy+/VInJxo0bqW3btkYXk+z7r2migcjISOrYsSPNnTtXJR6BgYEkFouFa3lJxAlkCaC8YBER7d69mzw8PFSSyKSkJPrkk0/UDlBjTxqVlBdyuVxO9+/fJ7FYTF9//TWFh4cTEdGzZ8+oWbNmdPjwYbX3GnOMChOX5ORkITbGkigRvT/ZSyQSWrNmDX3zzTfk5+cnzEJ07949EovFGmNy//59IakyppgQvTvHdOjQgZo0aULbt28XlqelpdH48eNp8eLFKt8VZRxzm5nH2MjlcvL396cOHTrQxYsXiehdAu3u7k7ffPON2nkkKSmJ4uPj9VHUYpU9Wdq8eTNNnz6dvL296ffffye5XE7x8fHk4uKidrwQEYWGhlJsbKyui1ysssdjy5Yt5OPjQ1u2bKGQkBAievf9+fTTT2nhwoVqMzYRESUkJOi2wEWM58I2cKShLd7u3bsRGBiIqlWrYunSpahbty4uXboEd3d3o+0xnBvlIzaJRIKlS5fCxsYG58+fR0JCArp3744FCxagcuXKuHfvnlGOMZabooqLpuOvpFLuS2pqKvr37w8rKysoFApERkaibdu2mDlzJqpVq4YnT57g448/VnufkrHMukPZ2nreuXMHy5YtAwAkJyfDy8sLo0ePhkgkQkhICJydnY3mONCWMk4SiQSDBg2Ci4sLNm7cCADCHM+mFptp06YhNDQU3bt3R1hYGDw9PYXZm4KCgvDpp58K3xFjOofkxsfHB3fu3EH16tXx77//4uOPP8a0adPQokULXL9+He3atVNpQ5t9cPkSHRt9Za5MO19//TXNmjVL+H3Xrl1CTeTz58+JyLhr0/KSlpZGPXr0oOnTp9P169fpxo0btHLlSmrevDmNHz+eoqOj9V1EveC4vJe9Nnbjxo00a9YskslkFBsbS3/88Qe1b9+ePD09jWpe4rzk9hg/KSmJBg4cSB07diR/f3+hxtWY5jv/EE2xUR4/P/30E7Vs2ZLOnz+v62IZjBMnTlDfvn0pJiZGZXnO648xX4+yfx+eP39OI0aMoNjYWMrKyqJLly5Rw4YNaejQoXT37l1hPWOMR8m/jTYBSUlJMDc3x5kzZ4RaAm9vb4wcORJRUVFYuHAhnjx5ojKavSk5ffo0MjIyMH/+fLRr1w5t27bF1KlTsXjxYvz999/47rvvEBERoe9i6hzH5T0LCwukpaXh4MGDiI6ORs+ePWFhYYEKFSqgU6dO2L59O2JiYrBhwwbIZDIAuTeML+my9yhes2YNvL290a1bN5w6dQoODg7YsWMHypUrB39/f/zwww/CgPsxMTF6LrluKGOzceNGHD16FMD7sUFdXFxQtWpV3Lx5E4D6kGqmIDo6GlZWVsKoDcrviUgkQnh4OI4cOWJ0szHlpKxdXb58OU6dOoWWLVuiQoUKMDMzg7u7O3bs2IH79+9j1apVuH37NgCodHw1FpxAGqCcJ6UyZcrAx8cH48aNww8//IClS5cCeJdEjho1Cq9fv8by5cvx8OFDo3i09iE540NESEpKUrnA2dnZoVu3bvj0009x7tw5bNy4Ueglaaw4Lnk7e/YsvvvuO5w+fVqY5xt4F6emTZti6dKluHbtmpA0GOsFUJkg+fj44PLly2jWrBn69OkjDBxfqVIlIYn08/PD2rVrsXz5chw8eFBIro3d3bt3ERwcjG+++QZeXl44cuQIsrKyULduXXz22Wc4dOgQnj9/bhLnWyXlaA6ZmZlISkrCmzdvAKhOw3f27FkcPnwYKSkpeiunroSFheHff/9FQECAypzwcrkc7u7u2LlzJ/79919s2rQJ169fB2B85xTTOfpLCJlMpjJVmFLlypUxevRojB07FocOHVJJIseMGYP//vsP69atU5luzRgpa0OUw6sAgJOTEzIyMvDnn3+qnLjs7Ozg4eGBChUq4Ny5c/D19dVHkXWC46Iu5/fg008/xaJFiyCTyXDgwAE8fvwYwPuTeuPGjVGlShXhYmDMzp07h8ePH2PHjh3w8fHBzJkz8cknnwivV6pUCbt27ULFihVx5MgRBAUFoVevXiozzxiTnENdNWvWDCdOnIC/vz+Sk5OxY8cODBo0CBcvXkSrVq3QpUsXHDhwABkZGXoqcfHLGRPljUefPn0QExODrVu3CvuvvGbVrl0baWlpRjnZQM7zSZ06dfDll1+iTZs2OHPmDC5cuCDESC6Xo0OHDvDz88Nff/0Ff39/ozxWSv4AZkYgIyMDv/76KwYMGCCcoOfMmYPY2FjMmzcPYrEYAFClShWMHTsWRIT9+/ejVKlSmDt3LsaNGwcLCwu4u7sb/SwqIpEIUqkUY8aMQenSpbF371507doVo0aNwq5du1ChQgX069dPZZL63r17o3Xr1vDx8cGhQ4cwbNgwPe9F0eO4qFKOz6hQKCCVSoXZdUaMGIGMjAysXr0afn5++Pzzz4WxUZVTzxnbNHz0/+NbZm+0n5CQIMw2lLNTUEhICK5du4ZRo0Zhz549ePbsGWrUqIFKlSrpcS+KT/ZH+kFBQQgNDQUAfPLJJ/j444+xb98+3L59GwEBAViwYAHq1auHlJQUxMbGIjU11eiOF0A1JhcuXEBUVBTKli0LFxcX1KtXD7Nnz8aqVatgbm6OqVOnokqVKgCAO3fuoHLlykYXk+zxSE9PR0ZGBsqWLYv27dvD3Nwc6enpmD59OrZv3w4PDw+hJtLNzQ379u1DhQoVjC4mACeQeieRSDBs2DBERkYiKSkJo0ePBvDu7uann37Cjh07MGnSJCGJrFy5MkaOHIm//voL+/btQ1JSEnx9fTFq1Ch97oZOZWZm4qOPPsL58+fxxRdfYOPGjViwYAHi4+Ph6+uLuLg4dOrUCVWrVsWhQ4dQo0YNtGjRArVr10Z4eLi+i19sOC7vKAfvlUgk+O677xAWFgZzc3PUr18fixcvxvjx4wEAq1evxosXLzBixAhYW1vj7NmzsLKywqRJk/S8B0UrNTUVlpaWKFWqlFDbamlpiSdPniA8PBx169ZVSSKfPXuGtWvXwt3dHbVr10br1q31WfxipVAohMRg6tSpCAkJgY2NDRISEuDv74+vv/4aY8aMQadOndCpUyecPn0a//33H/bv3w8ARvlIP3tMfHx88PTpU8hkMqHZh6+vLwYNGgTgXRvae/fuoXr16rCzs8Pvv/+OwMBAYRpHY5A9efz+++9x//59SCQSdOnSBT4+Pmjbti1EIhE2b96MyZMnC0mkXC6HQqFAu3bt9LwHxYeH8dGjtLQ0oXNDcnIyYmNjMXr0aIwbNw4AcODAAaxYsQI9e/bElClThCQSAFatWoW7d+8iPDwcP/74IypUqGB07SuUNA2b8vbtW/j5+eHIkSPw8PDA+vXrIZPJ8N133+Hw4cMoXbo0SpcujfLly+PHH3+EpaUlRo8ejQ4dOuDzzz/X054ULY6LOso2VM+gQYNQvXp1NG/eHM+ePcOdO3dgb2+PXbt2oVq1asL3y8zMDAMHDkTt2rXh5eUFCwuLEj/DTHp6Ovbs2YN79+7h4cOHsLe3R8eOHTFgwAA0aNAAcXFxGD9+PEqXLo3Vq1ejdu3awoXy4sWL+P777xEQECBMW2jsFi9ejNu3b2PHjh2oUqUKwsLCEBAQgKCgIHz11VfCTYfS48ePYWNjg5o1a+qpxMXP19cXN2/exPr161GxYkVER0dj6dKl+Ouvv3Dq1CnUr18f9+/fh5+fHzIzM1G5cmWMGTPGqOb7pmzD7EyaNAlRUVEYMGAAQkJCcOLECXh5eWHOnDkAgL/++gubN2/GvXv3sHbtWnTr1k2fRdcN3Xb6ZtnFxsbSypUriYgoOjqaPD09ycPDg/bs2SOs4+/vT2KxmKZPn64yYv3SpUvpzJkzwgDIxi4zM5PCwsJUliUkJNDKlSupRYsWNHPmTGF5cHAw7d27l44ePUqpqalERLR69Wrq2LGjMIi2seC4qJPL5TR//nyaMmWKyiD8K1asILFYTH/++aew7MCBAyQWi2nRokX09OlTIir5sxGlpKRQ3759ydvbm5YuXUr79u2juXPnUsuWLalr164UGBhIRERBQUHk7u5OQ4cOFYYCIyJat24dDR48mJKSkvS1C8VGJpOpDAKvUCgoNjaW+vXrRydOnFBZNy4ujpYuXUpisZiuXbum8h5j9+bNG+rfvz8dPXpUWPbq1Styc3OjxYsXE9H774mxzcyklHOQ8N69e1NcXBwRvZtVp1GjRiQWi2np0qXCerdv36aBAwdS27ZtKTU11eiPFU4g9UTTgRUZGUmDBg3KNYkcN24cHThwgFatWkXu7u706tUrXRZZb7KysmjQoEE0bNgwtWmwEhISaPny5SQWi2n27Nkqr8lkMpo8eTINGDCAOnToQA8ePNBlsYsdxyV3Q4cOpW+//Vb4nl24cIFatmwpXBCjoqKEdXft2kVisZhmzZpV4qdZS01Npd69e9MXX3xBycnJKuPVhYeH08CBA8nNzY2OHDlCRO+mU+vVqxc1a9aMxo0bR15eXtSmTZsSHwdNpFIpDRo0iPz9/VVm0Hn+/Dk1atSIgoODiUh1dp0XL17QoEGDaObMmZSZmWn0CYFy/0JCQqhRo0bCjEyhoaHCVLlE72bh+e677yg6OlpItIwhNqmpqbR3717hd2VS7O3tLSTOfn5+5OrqSqdOnSJfX18Si8W0evVqksvl9Pz5c7p27ZrK+cWYcQJpIJRfwqioKCGJ3L17t/D6kSNHyM3Njdq0aUPdunUzyot+djlPRj/++CM1bdqUJk2apHZxS0lJoX79+pFYLKZRo0YJyx88eEBLly6lgIAAo6lh47i8FxERQZcuXaKAgAB69uyZUBOSkpJCHTt2pHnz5hER0dmzZ6l58+Z06NAhIiJ69OgR9evXj27duiV8lvImbcGCBSV2ej6FQkGrVq2iSZMmCTXMSspEMj4+njw9PalTp05CreP169dp/fr1NG3aNPr+++9VaiONzaJFi6hp06Z05MgR4XhRKBT0ySef0Pjx44X1sh8DEydOVHnNWMhkMoqLi6MLFy7Qn3/+Sc+fP1d5otWrVy+aNGkSvXnzhjw8PGjhwoXCcbRz507q27evvopeLFJSUqhPnz4kFovJ19dXWJ6UlESTJk2i4OBg+uOPP6hTp0504cIFIiJ6+vQpNW3alMRiMbVo0YL69+9PycnJ+toFnSu5jXyMjLm5OeRyOapWrYrNmzfDx8cHBw8ehJ2dHYYOHYohQ4agdevWICKUKVMGTk5O+i5ykYuOjoZCoUDVqlWFQVeV/3t6eqJUqVJCe5MvvvhC6D1rZ2eHBg0aoGbNmkLPWzMzMzRs2BDffPONPnepSHBc1P39999YsGABMjMz8fr1a3Tu3BmrV6+GpaUl7Ozs8Omnn2Lbtm1wdHTE0aNHMXv2bHz22WcAIAzT89FHHwmxHDt2LCwtLeHq6lpiRzIQiUT477//4Orqqtbj08zMDHK5HOXKlcPmzZvRv39/BAYGYvHixWjXrp1RN/TPbtmyZbCzsxOGQevfvz+sra0xcuRI+Pr6Yt68efD19VU5BqytreHk5AS5XA4zMzOjaGuempqKb7/9FiEhIXj48CFKlSqFtLQ0dOzYEZ6enujVqxdGjRqF5cuXw93dHcOHD8fChQuF90dHR+Ojjz6CVCqFpaVliY9Jeno63N3d0bZtW4jFYpw+fRoKhQLz58+Hg4MDFi9ejMqVK2P58uX46KOP4ObmBgCoV68eOnToAA8PD/z3338YPnw47O3t9bw3usMJpAHJnkRu3LgRkyZNwpEjR9CrVy84ODjA2dlZ30UsNo8ePYKnpyfatGmDWrVqYebMmbC1tVW5EPbu3RsA1JIluVwOIsLw4cPx8ccfC/P7luROEEocF3X//PMPvLy8MH78eHTt2hW1a9eGRCKBnZ2dkBB27doVN2/exL59+/C///0Pw4cPBwBIpVIcPHgQNWrUgKOjozAIspmZGUaMGKHnPSs4IkJMTAzu378PLy8vjfPsKs8v1apVw+DBg/H7778jJSUFNjY2KvP0GqPsHc6U35OlS5eCiDB06FD07t0bYWFhOHr0KJKSkjB79mxkZmbil19+wZUrV3DkyBGjiZFEIsH//vc/1K1bFyNHjoS7uzvS09Nx6dIl7Nu3DytWrIBcLsdnn32G0NBQnDx5EjExMXj9+jXevn2Ls2fP4sSJEzhy5EiJvdnKydzcHOPGjcP06dORkJCAJUuW4MyZM1AoFFi4cCEqV66M9PR03L17V+V9EokECoUC3bt3x5AhQ/RUev0p2VcSI2Rubo6srCxUr14da9aswcCBA3Hv3j106NBB30UrVsqx18qWLYvHjx+jZ8+e6NatGzw9PdG2bVthvd69e4OI8PXXXyMmJgZt27bFo0ePkJSUhHbt2gk1cyU9SVLiuKh6+fIl5s+fj2nTpmHChAnCcltbWwDvBwVv1KgRvvrqK6xbtw7Hjh0ThrF58OAB3rx5g5MnT6okjyWdSCSCra0t7O3tce/ePXTq1EktgQTeDwbdtGlTnDp1SmWIEmOTff+Vf2PlDZQyiVy2bBkUCgWGDRuGKVOmoGLFiggMDETv3r1RpUoVWFpa4sCBA/joo4/0th9FSSKRoE+fPmjWrJlQY29mZibEwNnZGVu2bMH333+PChUqYMaMGahUqRICAgLQvXt3VKlSBVZWVjh48CDq16+v790pEnK5HFZWVpg+fToAoFy5cli0aBGWL1+O4OBgmJmZYf78+ShdujQ6d+6MrVu34ocffkCrVq1w7do1vHr1yijOIQXBw/gYAOWJTjl/qPKk9+rVK3h7e2PlypVo2rSpnktZvKRSKXx8fGBra4slS5Zg//79+Ouvv3Dr1i3069cPbdu2xf/+9z8hVpcvX8bixYthbm6OmjVrYseOHbC0tDSahECJ4/KOcv+CgoJw7tw5rF27Fvb29sKYj2/fvsVff/2Fn3/+GXFxcahfvz5mzJgBuVyOw4cP4+TJk6hZsyZq1KiBRYsWGcVQPZp8/vnniIqKwqlTp2BhYZFrgujn54fz588jKChID6UsfhKJBJMnT4ZYLEaNGjXg4eGBqlWrqtWY+fr6IiAgAAsXLsTw4cORlZWF1NRUXL16FVWqVEG1atVQsWJFPe1F0ZJIJBg8eDBq166N7du3q7yWPdm+fv06FixYgPr162PLli2Qy+XIyMjAzZs3UbVqVVSqVAkVKlTQxy7ohPJc+ebNG3z77be4desWevfujYULF0KhUGDx4sUICgpCuXLlQETYs2cPGjZsqO9i64euGlsydcqOMxKJRFh29epV+vXXXykiIoLWr19Pbm5uFB0dra8i6oxCoaD169dT9+7dKTExkYiIYmJi6M6dO+Tq6kpisZiGDBlC+/bto9evXxPRu7jFx8cLHUuMbRgJIo5LTkuXLqU+ffqodBJ58uQJjR49mho3bkxubm7Uo0cPat26NQ0ZMoTevn1LRKTWqcSYYkL0vpPMtWvXqHnz5jR9+nSV17J3vlIOc7R8+XLKysoyit6zOa1bt47EYjG1b9+emjdvTt26daNOnTrRt99+S8ePH6eXL18K+71z505q0KCByvBWxmjt2rUkFotpx44dQkeP7H/77D8HBgaSWCxWGTrOlCi/T3FxcTR9+nRyc3OjjRs3Cq9fvXqV/vzzT5PpbZ2bklslYeBkMhmSkpJyfT0rKwvm5uaIiorCwIEDcfv2bSQlJWHOnDmYPn06xowZg59//hl+fn5GO4WYEv3/3e/48eORlJQk3B1XrFgRGRkZSElJwezZs2FnZ4f9+/dj8ODB8PX1xZs3b1CuXDmh9tbYapM4LuocHR0RHh6OEydOIDg4GKtXr8Znn32G58+fY8iQIThz5gyCgoIwffp0oYMAoDo9IRnBo/yclLXLTZo0wejRo3Hp0iVMnz4dWVlZah0/Nm/ejIsXL2L48OEwNzcv8R0gNJk5cyb69OkDqVSKOXPmYO7cuRg8eDDCwsKwbNkyjB49Gn369IGvry+cnZ3h4eGBdevW4eeffzbKOYsB4Msvv0S3bt2wadMm7N+/H2/fvhWatgAQflYoFPDw8IC1tTWePn2q51Lrh/KxvpOTE+bPn4/GjRvj9OnTePHiBQCgffv2Qq22SdNr+mqk0tLSaMSIEbRixQp68+ZNrutFRERQly5daNGiRcIdT1hYGF26dImuXLliEjWPSsra2FWrVpGnpycRvRv4WiwW086dO4X1Ll26RLNmzaKhQ4eqjHFnrDgu7yhrRxQKBY0aNYrEYrHw7+uvv6bLly+rrJ+QkEAuLi508uRJfRRXL5QxiouLo3Xr1lHTpk2pd+/etH37drp16xYFBATQokWLqG3btkY9DFj22mUvLy/q0KEDnT17VlgWExNDly9fpkWLFgk117179yaxWExdu3Y1yskZssdk8uTJ5OLiQlu2bBFq6HPWQsvlcmratKnKQOKmSHn+jYyMJLFYTKdPn9ZziQwLJ5DFQHmBd3Nzo02bNlF8fLzaOmlpadSpUyeaO3eu8OU1xgu/tm7dukUtW7akOXPmkIuLC+3atYuI1GNjajHjuKju09GjR+nUqVN0/fp1lXWUJ/ybN2/SoEGD6OHDhzotoz7lfCx/7do18vLyIldXV2rYsCH17t2b5s6da9TjPCplj4W3tze1bt2agoODVZoLKT1+/Jj++OMPWrJkiVE/ss1vEqlQKOjGjRvUs2dPevbsmT6KWmzyaq6hUCiE13M27UhJSaGBAweqzGLFOIEsFn5+fjRu3DiaOXMmicVi2rhxo8Yk8v79+0bZ/qiwFixYILTVyYupxY7jkntinH15ZmYmeXt706RJk4wmkZZKpUIbWE2UyYHyqcadO3eE16KjoykkJIRkMlmJHSS9ILInTBMmTCBXV1cKDg6mjIwMYbmxHB/5lVsSmZCQQETvzx0rVqyg4cOHC8uNhfLvnfPvrrzxzF77/Mcff9CBAwfowYMHtGbNGnJ1daXIyEjdFbYEMK6GQAbizZs3cHZ2xsKFCyGVSrFt2zYAwMiRI4WeWyKRCI0bN9ZzSQ2Lsvdb69at8dtvvwkDYufWg9gY225pwnF5T7m/yn1XfpfMzMwgk8kQHh6OVatW4dWrVzh58qTQlqkk90BPT0/HhAkT0KhRI3z++ecoX7682joWFhaIjIzEmDFj4ObmhmbNmgn7rexFnL29mymwsLCAVCqFlZUV/Pz8MH78eCxZsgQA0KVLF5QqVcqovyuaZI/Jtm3bMHHiRGzduhUAMGLECDg6OmLDhg04evQoDh06hLJly+q5xIWXlpaGPXv2ICIiAgAwceJElUkElKMxREVFoVevXti8eTNat26N9evX48mTJ6hSpQpsbGzg7++PatWq6XlvDAsP41MMfvjhB9ja2mLAgAEAgOnTp+PcuXOYMmWKkESW9ItaUVJ+kSMiIlCjRg0AwODBg2FtbY2AgAA9l05/OC7qlDGJjIxE9erVAQD79u1DYGAgHB0dYW5uDmtra+zevRuWlpZGMVTP2bNnMXPmTDg5OWHo0KEYMWIEypUrp7JOeno6evfujXbt2mHFihUmlxhpohzCKCkpCWXKlAEATJgwAffu3cOyZcvQqVMnlCpVSs+l1C1NMZkyZQr+/PNPzJo1C2/evEFgYCAOHTpkFBUcEokEQ4YMQeXKlZGZmYlXr14hOTkZgYGBcHFxEa7DERERGD9+PNq2bYslS5bA3NwcsbGxiI+Ph1QqRfXq1TXeuJk8vdV9GqHsw6ZIJBKVxwU+Pj4aH2c/fvxY5ZGKsYmOjtb4+F5JGbNff/2V2rVrR48fPyYiohMnTlC7du2MttEyx0WdtjFRzn99/Phxmjp1Kn333Xd08uRJ4XGUsQzVw01i1OX3kX5kZCR169aNrl27Jrw2ceJEEovFdP78+WIvpy4VJibTpk0jsVhMLVu2pP/++6/Yy6oLMpmMpk2bRj4+PpSZmUkymYzu3r1Lffv2paFDh1JmZiYpFArKzMykTp060Zw5c4y6DXlx4ASyEFJTU+ncuXMq7SZynsBzSyIzMjJo/fr11LFjxzy/9CXZ48ePyd3dnVauXJlnYhAcHEyurq506NAhYVlMTAw1aNCAVq5cqYui6hTHRV1hYqKJMok0BitWrKBvv/2WiIimTp2qlkSaStKoVJBRLhQKhcoxMX36dAoJCdFFcXWiKGKyYMECevTokS6KqxMxMTHUv39/OnfunMrytWvXkru7u0r7zuzjgrL84wSygGQyGQ0bNozEYjEdPXqU0tLScl03+5fUx8eHGjVqRIMGDaLmzZvTv//+q4vi6pTyi+jv709isZjatm2ba61JdHQ0tWrVigICAoRlyru/ixcvGk0tEhHHRZPCxiT7ZxirgwcPqgxHpOlphinVmBR0lAsi46mVzoljoi48PJyaN29OBw8eJKL3+3nlyhVq06aNMBqBKX13ilrJbhykR8rGyNWrV8eyZcsgk8ng6emJ0qVLq61rbm4OmUwGS0tLbNq0CR4eHoiMjMShQ4eEDhHGRNn+6unTpxg6dKjGjkRKlSpVwokTJ4Q2fsD7jhIdO3YEAKNoxwZwXDQpbEyyf4axof9v7zlkyBBkZmYKf+9NmzZh+vTpGuP05MkT1K5d26jb9kVGRqJ9+/ZwdHTE1q1bQURqx0rp0qWxefNmNGrUSOX4KOnfl9xwTNSVL18eTk5OsLGxAfB+PzMzM5GWlgZLS0sA4L4IhWCcR44OhISE4PXr11i/fj3OnDkDX19fAMg1iVQerDt27EBCQgKOHz9uNJPR50YqlcLZ2Rne3t5ISUnJtTd6zoQgJ2M7wXFc1BVVTEqytLQ0XL16FR9//DHs7OyEXtMWFhbC3zq3JHLixInYvn07Tpw4gZ9++smoE0ge5UIdx0SVXC6HjY0NTpw4ATs7OwCq831bW1urJY63b99GrVq1jHqe76LGqXcBERGcnJxQvXp1fPHFF+jVqxdWrFiBH3/8Eenp6Rrfc/LkSWzYsAGHDh0y+uSRiNCsWTM0b94cALBlyxb06NED27ZtQ2BgIBISEoSp9kwJx0Udx+RdYujt7Q0fHx+cPXtWOIfkrF21sLCAXC4HAGzatAk9evSAn58fhg8fjv3792PTpk1C71pjVatWLTRp0gSAaR4rmph6TNLS0nD+/HlIJBIA7576EZGQPAIQhrBKTk6Gvb09HB0dhdfWrFmDL774wmifZhQb3T81Nx4XLlwQfo6NjaXZs2dTo0aNKDAwkFJTU9XWl0gk9OLFC10WUWeyt6nJPpq/svebUvb2W8rG3gqFgm7evGmUgxxzXNRxTDT79NNPqWvXrtS4cWM6ePBgnu2qpVKp8HPHjh3J1dXVqDpAaMKjXKjjmGjXH4GI6NixY9S+fXtKSkoiIqKNGzdSs2bN6O7du7oorlHhBDIf0tLS6Mcff6Rt27bR+fPnVaZ3yv6FjYuL05hErlu3zuiGjMjuwYMHdOzYMa17o2/ZsoXi4+Np9OjRNGTIEKPrDMFxUccx0ez58+fUvn17unnzJi1atChfSSQR0fbt26lx48ZGOQUfj3KhjmOimTY3Xz/99BO1atWK0tLSaNu2bdSkSRO6f/++DktrPDiB/ICUlBT65JNPqH///tS3b19ycXEhT09P2r9/v7BO9tqA7DWRx48fp3Xr1pFYLKZ79+7po/jFLj4+nj7++ON83f1lP7HNmDGDGjVqRG5ubtSnTx+jq1HiuKjjmOTu2bNn1L9/f4qKiqI3b96o3IjmFqcTJ06QWCw2yosfj3KhjmOimbY3X3fu3KHOnTuTt7c3NWnSxGivzbrACWQepFIpjRw5kmbMmCFUd9+8eZO8vb2padOm9P333wvrZr/gxcbG0sKFC0ksFlPz5s3pwYMHOi+7rqSkpFCPHj3I09OTGjVq9MG7v+wX/8aNG9OwYcOE2BnTcBIcF3Uck7xxkxhV/EhfHcdEnbY3X2lpadS6dWsSi8VGGQ9d4gQyD9HR0dSnTx+6cuWKyvKQkBBatGgRicViWrVqlbA8+0VtxYoV1LJlS5XH3cboxo0b1LVrVwoJCaG5c+fm68Qmk8lo8uTJ1KNHD6NNCDgu6jgm73CTmA/jR/rqOCa50/bm688//zTqmy9dMZ5xQIoYEeHt27d4/vy50DNLOYSGs7MzPv/8c4hEIgQGBqJixYoYO3asMNTGqlWrcOjQIRw+fBh169bV524UO4VCAScnJ1SsWBGzZs2CXC7HihUrQEQYNGiQxiGNtm7diidPnuCXX36BhYWFUYxnmBPHRR3H5N3cvIMHD4aVlRUUCgVCQkLQoEEDDBw4EKNHj4aFhYUwZqyTkxNmz54NAPD19UXp0qXx8uVL7Ny5E0FBQXrek+JFOUa5yMjI+OCxohzl4tixY0Y5ygXH5N2c77/88guio6NRr1491K5dG3Xr1kXXrl2Fc0OFChUwZ84cAFAZXs/Gxgbr169Hy5Yt4eHhoc/dMB76y11Lhs8++4xGjhxJcXFxRKQ6an1oaCh9/vnnNHDgQKEWISMjg7788kuja2eSF+W+KhSKfN39paamGt18xZpwXNSZcky4SYx2+JG+OlOOCfdHMDycQGaTmppKGzZsoNmzZ9Ps2bPp2bNntHPnTnJzc6MNGzYIPd+yJ5E3btygRo0a0c8//ywsM9apkR49ekTbtm2juXPn0tGjR1WGPcjeaDvnozfll3rcuHF0+fJlYT1jiRPHRR3HRB03idGMH+mr45io4psvw1RynwUVMYlEgs8++wxOTk6Qy+V4+fIl7t69i40bN+Lp06fYu3cv7OzsMHToUNjZ2QnV5W3btkX9+vVx9+5d9O7dG4BxTo10+/ZtTJw4Ec2aNYNMJkNwcDBq1qyJgQMHYvz48SrTNSofvRERVq1aBZFIhD/++APPnj1D27Zthc80hjhxXNRxTNQRN4nRiB/pq+OYqEtISMDbt28xadIkODg4AABcXV3h5OSEffv2Yc+ePSAizJkzR6WpS4UKFWBjYwNbW1scOXLE6L4/eqfX9NVAyGQymjRpEk2dOpWysrIoPT2dnj59St27d6fJkycTEdGYMWOoefPmKhPVK2tFRowYQQEBAXorf3GLjo6m7t27k5+fn7DPt27dosmTJ1OjRo1o5cqVwrrZ7/4SEhLo66+/JrFYTP379xdql0r6o0gljos6jkneuEnMe1yrpI5jok6hUNCjR49ILBbT1atXiUh13yMiIuibb76hJk2akL+/v8p7V65cSU2aNDGqeBgSroHEu7ub6OhoTJs2Debm5jA3N0fdunXRt29fHDlyBFKpFPv27cPkyZNx6NAh/Pvvv8K0R3/++SeePXuG7777Tt+7UWzevn0LAPDw8BCmg2rdujXKly+PChUqwN/fH2ZmZpg9e7bK3V/ZsmXx+vVrNGrUCEeOHDGKThDZcVzUcUzeS0tLw65duxAVFQUA+Pzzz9G5c2ccOHAABw8exPjx42FnZweFQgEzMzPUqVMHXl5eGD9+PJ4+fYq6deuiVKlSWL16dYmvgdWEa5XUcUzUiUQiNGjQAC1atMD27dtRv359ODk5Cd+b6tWrY+zYsYiOjsapU6fQoUMH1K1bF5mZmYiNjUVAQAAaNmyo790wSiX37FyE5HI5wsLCEBERIfxubm6O1q1bw9/fHy9evED9+vWxfft27NixA7///juGDBmCWrVqwdzcHP7+/qhVq5ae96JoUbaJ59++fYvw8HAoFAqYm5sLJ606depgwoQJICL88MMPqFq1KkaMGAELCwsQEYYNG4a3b9/izJkzRpEQABwXTTgm6rhJTN6IH+mr4Zi8xzdfJQNHFoC1tTWcnJxQtmxZAO8mYgcAmUwGmUwGW1tbYd1Jkybhhx9+wIkTJ+Dn54fAwECjvLvJysoSfm7bti1cXFywbt06JCQkwMLCAgqFAgBQvXp1jBkzBi1atMDp06fx6tUrAO+GW2jcuDFOnz4NS0vLEp8QKHFc1HFMVGVlZWH27NmoXbs29uzZg127dgk1R5s2bcKaNWvQokULbNmyBf7+/mpxsrGxQY0aNfS8F8UrZ63Smzdv1I6VsWPH4uOPP8apU6fw/PlzADDqWiWOyTsSiQRDhgzBnTt38Pr1a9y4cQNTp05Fx44d0a5dO+zduxdHjhyBRCKBmZmZcP7JfvOlxMljMdP5Q3MDlZCQIPysnFv04sWL1KpVK4qMjCSi9+2Vrl+/TjExMbovpI48ePCAvv76axo+fDhNnDiR/vvvP9q4cSO1a9eONm/erLE3+tWrV1XaqGRnLO3YOC7qOCbqYmJiaODAgSpDrigUCtq4cSO1b99emGFn0qRJ9PHHH5OXlxfdvXuX7t27R5s2bSJXV1ejGXolOx7lQh3HRBX3RyhZOD3/f8raRwBC263k5GTY2dkJbVHMzMywdu1azJ8/Xy9l1IV//vkH48aNg0gkQoUKFRAaGopZs2ahb9+++Pjjj7Fr1y6Nd38ff/wxqlevjhcvXqh9ZkmuTVLiuKjjmGimqUmMSCRC69atkZaWJuz39u3bMXr0aKSkpGDIkCH46quvcPbsWaNsEsO1Suo4JuqU/RE8PT1hbm4Oa2troT/C3bt3hf4I7dq1w6FDhzB79mzcu3cPDx48wObNm/Hs2TO4u7vrezdMh74zWEN2/PhxcnV1pcTERCIi2rhxIzVt2lRlTDtjEh8fT56enrRp0yYiendX9+TJE+rYsSPNnTuXiIhGjx5NzZs3p3Xr1gk9SYmIkpOTqW/fvnTu3Dm9lL04cVzUcUxyl5CQQF27dqWTJ0+qLP/zzz+pUaNGwhMNJZlMRg8fPqQXL14INSrGhGuV1HFMNHv16hU1a9ZM6E2tHDP26tWr1Lx5c5XpGLdv306DBw8msVhMPXr0oF69enFvax0r+bf7xcja2hoAYG9vj23btmH37t344Ycf0LhxYz2XrHi8efMGycnJwjRPZmZmqFu3Ljw8PHDz5k0AwP79++Hj44Pjx4/jr7/+wueffw6FQoGgoCBYWFigS5cu+tyFYsFxUccxyV3ZsmURFBQkPNWg/+9kJBKJhHMKAKEDwO3bt+Hs7IyKFSvqq8jFike5UMcx0Uzb/gje3t549uwZbGxsYG9vj3Llyuml3KbKOOq9i4mzszNKly6NCRMmYNu2bUadPALvGv9HRkYiMjJS+N3MzAytW7dGSkoKYmJiAACbN2/GhAkTYGVlhalTp2LTpk2Qy+U4evQozM3NIZfL9bkbRY7joo5jkjduEvMeP9JXxzHRTHnzNWDAAADvvzuabr6Ad5MWlC9fHrVq1eLkUQ+4BjIPFStWRHx8PKKjo3Hy5Ek0aNBA30UqVuXLl0fdunVRrVo1AO/bo6WmpkIulwsXPgAYM2YMxowZg+joaFhbW6NMmTIQiUQlvgetJhwXdRyT/FO2T5NKpUhPTxcufps2bcKBAwcQEBBgtLWPANcqacIxyV3Omy+RSJTrzdfPP/+Mw4cP66uoJs/4z96FUK5cOezcuROVKlXCRx99pO/iFLtKlSrh6NGjsLGxUVkul8uFabUo25h/p06dQvv27eHo6Ajg3V2hMSYEHBd1HBPtmVqTGCV+pK+OY5I/pn7zZehM6wxeAO3bt9d3EXQqe0KgPHmlp6fDyckJ1tbWQkIwZswYZGZmol+/fsL6xtITUBOOizqOiXayN4m5efMmDh8+bPTJoxLXKqnjmOSfqd58GTpOIFmust/9ZWZmwtzcHESEiRMnIiYmBqdPn4aZmZlKTZMp4Lio45h8mKk1ickN1yqp45jkzZRvvgwZJ5Dsg0qVKoXMzEzI5XJMnToVL1++xJkzZ4xi1pDC4Lio45jkztSaxHwI1yqp45hoxjdfhsl0z+Ys31xcXCCVStG3b19kZWUhODiYEwJwXDThmOTN1JrE5IVrldRxTDTjmy/DxGd09kHOzs6Ii4uDo6MjTp8+DQsLC04IwHHRhGPC8otrldRxTHLHN1+GR0TKgZYYy8M///yDpk2bckKQA8dFHceE5de1a9e4VikHjgkrKTiBZFrhhEAzjos6jgljjBkvTiAZY4wxxphWTG8wNsYYY4wxViicQDLGGGOMMa1wAskYY4wxxrTCCSRjjDHGGNMKJ5CMMcYYY0wrnEAyxhhjjDGtcALJGGOMMca0wgkkY4wxxhjTCieQjDHGGGNMK5xAMsYYY4wxrfwf/LlWrbvx5yoAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mpf.plot(df.iloc[0: 40],**setup)\n", + "mpf.plot(df.iloc[0: 80],**setup)\n", + "mpf.plot(df.iloc[0:150],**setup)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "I think **most will agree** that the new algorithm is a significant improvement.\n", + "\n", + "Here is the same comparison using ohlc bars:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=========\n", + " OLD \n", + "=========\n" + ] + }, + { + "data": { + "image/png": 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9E4cqF6eq3LROXr1jbWJ7amwNw6CUMF8aPr40/I36Ce4oBxMjlCP1SeNOmqvl/kX/hWecz3LxY3+BCNj+a8L5oQXnEjO2L00oPRarFlQ4l1pwLrWQd7uDSL6O/7AI7t9aGDTaxukFvfgvPpbpHr7boS56FQFWGQFyjRr+pPVmf+VMw50LIUT7SQIpRArZlMZwHAxXDk4zcvnE8PKqUcNWohjAcsPLSsPH0SqLE1ROWgZgtCdp1A2D1QT5sqF5uqpRPet2hZgZoZyMaJg/MxP6BO6yltsMwQOiBA+IUn0laDUKx3IzziVmHB9asJRuLyNzlUbWK1ayXonVJAeHRik6zMFhv82h/KAAy+1elhseKhrenxqiPKxXcbBycqbqTVYK+sQKIUQySAIpRDskY3S4phS/UW4ONFwsNur4t1GHD50wBm8bdSwxPJyscjhcZWHJgERrZ4Zh8AshPja8fGr4qG1hUMtuWONJY1/MGT+t0a7ouQbek8J4TwqD4ceyRsP5oRnHUguOFWY03/b7s60yYVtlInceFNlcDB2Zw1mHhfnxMB8vDN3CN1psNZxPDB/fGwHGq94cqJxJe4+s0W9xRhcR0obhN43GkJpOIUSSSAKZ4TJpGpvuqj3vcTJGh29jUYrjVA6jDDdvGXUsNuqIAF50XjCqWWTUM07lMlI5M2KS8gojzCeGl08Mb7wmbUcasBd2RigH+ytn915LWkF4d53a3UPUTghBCOxfmHAuseBYasb2XxPK2KG5e5kF5zILfWY4OTivN5sOCLJ8z3r+N8TP2r0CzB+8hZVWL3/S8shJQm1kUeBPWIxfANCxETCNwmc6Cp/5aMJqCGTAz5MQomvqxn/Zu4dkJirdSTKnmGnPe9wZk2+7lYk/ql4caWTxmlHDx4YXiI3cnmds5j+GlT+Qy2ByO3Sd9qg1onzakDSubaZPoxnYGwcHKCf7KAfuntoUa4XAIVECh0ThWtCqFY4VDc3dSyxYNu7Q3L1Fo/9/HJz5n+0j8CNmg42DgmzYM4C2l6JwLxPhvXTCA/V2/bUOaUOwRGMJpEYQZ3QxzuhiCN1IWPXHZzoan/lo/KbDMFTmLV0qhMhckkBmuHSsEtIVJDLFzK609B63lqR25ujwPsrMJNWHY4wsXtZr+IFYM+cvhLhHr+TlsjqKoyb6Y2WAstIfa6f0lQwYOl8YPj4xvHzfaDKiGAXsiY2DlYsDlBNXT00aW6H32qm5e52GY4kZ5xIL9o/MmOob1wCaI4rd/mdnt//Z4d87nMdmEN4jSmgvHU4CbaQi2mvXq/mU25/FFX0XZ2QRzuh7mI3tP6MWYwM5kSfJiTyJgYWA6ZBYQmk6ipD2K6mdFEK0ShLIDLdzojJ65HDKpUYyoSlmdqWlZDCZSWpzdjXB+UBl4ypTId8Zfl7Wq9nQMGJ7XTjAOgC88UWc8zEzACv9VSypHICF3F00HRuGQRADDzoeonjQqTdiX9cQ5L+Gf4dVoLfrj4WDlYuDlKt7N08nm4LwIJ3woBB154VAB/MGDetPGtYfTbHVcn7UsKzWMIca/0OgBRW278zYvgNegYFaNoGDI3iPD+M9LkykpIVkUlnxmk/Baz4FDAOLvgpn9H2c0UU4oitQDT9TijCO6FIc0aXk8XfCqj+1linUWc7FSMEcpUKIrkf++ncxEy68BIsKEzZSvyReJmltTsNk9RtNZpLaUly6rqNpWqPtOzfHD1cOhml2PjG8vG/Us5FQk+EqVUSoIsLnhi+eVGajMQArBVMnkh0J4y7uy73Riu3JItEWxko31QcTBykXByuXrPPcjHatdqRBZKBOZKCO75jGk5uvXhviq1UB8n+yMugnO4N+tNNvnQ1TNFYrqHSF4yMLjo8s9Pk7BPZpSCaPDxMeoseqh3emFGHTMGpNw6hlKsrw4IguxRl5H2f0fSzG+viuFmMDfULXkxueRY3lMuos58sAHCFEI5JAdjETL5zC4JJc1pTWYOy6BavbacuKJ8nqN5roxNu70lJcbanp3DZi+1Dlpl9xNstKq/hFD7GeEOuNEBsJN6ktrEPnWwLknf37+LZtzeFt4UbjQOXkYOViD2xdfvR0Z0rqakdm2H2Ilb57mHnRqGaBUQGAJaj41bdOpi4tof+/rFjXbu8yYP/GjP0bM3l3OwgNjsaTyeB+0diopmYYyo3PfAI+8wmx2knj54am7ndxRv8vFopRQZ/QjeSGH6DGMpU6ywUYytWx+xNCdAuSQIoupS0fzpnab7SluBKt6bQqjd2UjYHa9jW3dcOgnAgbjO1J5XpC8VVQdmQC3Jhwo5GFhluZYl8btrkxkatM7I4NsySNaeNUGuerPEYaThboW9hii/LfA7xMOuAnzruiN0f+LwfXOxbc71qwfbP9T7l1jQnrHBO95tiJFOp4jwvjPTaM/5AI2Fq4mFKE1RBqrUOo5c9Yo9/QK3Q37ugbAJiNSvqEbqJX+AFqLJdSa5mIodwpeBeEEJlKEkjR7bTUp7GtI7fbuq5zsuJKRk2nphTFWChWFg4mVkNkGAZbiXLmJeeyecMGckxW3n7tPewoqU3sQoYrBzdrxbxoVLPE8ACwwNiKZYjikL3c1FwexLxR4XrXgusdK/aV21fKMVdo5CywkbPAhu428B0exntMGN8REfRWBuGETPtQ4VhAdfQ7eoXvwRX5FwoDk7GZvNB0ckMPUWOdQq1lkozeFqKHkgRSdHsTJl/CovfeZuXHy9s0KKbDTZBp1lJfS2dRMQ5Zd7lLsiuNc+iNHY3/GHUYwBPGFixGbA3xSD+D2okhaieG0LYoXO9ZcL1jwbnUjAo1zEPpUbjftOJ+04qhGQRGRmPJ5LFhwoOar6EPmYZTYXoSS/QHeoXvwR15NZZIsoW80C0NieQl1FouxFDZKXxHhBDpJgmk6Pa2JYS/rFvbaHuyaxhTYf7c2fFBVBMmN5/oNtfX8qBDRnHUMSekIkTRSZRS/FHlYndYeN2zBR2Yq1cxRStg3x1GSut5BvVnhqg/M4TygPNDC673LTjfN2Oqif0DoXSF4xMzjk/McJuD0O4NyeQxYQIHRGP9HHYQNg2j0jSfav1aeoXuwR15BYWOiWryQreTG3qYWusUai0XoqucFL4rQoh0kQRS9Ag7Nx93FS3VJhYVFbeYQO7c1xLgqGNO6JL3LxpTSnF57xI2ewOsMLxEgUf0Ki7XChiq7E32N9xsn4cyAvbPTbjes+B8z4J1zfYs0brahHW1iV6P2on21vEeE6Z6SpDITjWTYW0vKu3zGhLJe3FHXmpIJGvpHbqDnNAcaqyXNtRIdr1/0IQQbScJpBAZrD0jyrtqsizaRlOK87U8QrrBZ4aPMAYP6ZVcoRWwRzNJZJwZAgdHCRwcZctfA1hWazjfs+B6z4L9s+39Jk1bNbJfsJH1ipWaiUFqpgbQd2qdDmtDqLQ/SrV+Dbmhe8mKvIgiioka8kK3kRuaQ431soY+kjJqW4juSBJIIZIomUssQuaOKBfpsWMXhkmTLiFkVPE1foIYPKBXcpVWyG6qpaHWjcXW8A5S++cg2laFc7E5Vjv5oQXNq1BhRa9H7WS/ZGXLNQHqzww1bdrWdqfKPodq/Wp6h+7GHXmxoUZyK3mh6eSEZ1Njubxh+h+ZR1KI7kQSSCGSKNmr18hKRD3brrowXKzl86BeyQ8E8GMwS6/kWq0w4cne9d4GntPDeE4PozzQa7adnHk2tKDCtEWj4HonOU/b2DzdT+DQptPPR7TBVNofoVq/kl6hu3BH/onCwGxU0Sf0V3LDD1FjuYI6y3kYrdWSCiG6DBmSKUQSaZpGYVFx/NHaQJ0Jky9h6hXXMWHyJSmMUHQl27owbHvsXPtsUYpLtXyGNEzw6EXnXr2CciPc7msabth6XYANH9TjOTkU3277wUTJGW4KJzkxr23+oyPWtD2PDc4V1JvHxbfHJiS/ngG+X5MdfhyMYLvjE0JkBqmBFCIJdpw7sq1N1h1p2q5MclO5aKq17gjJWi5zV9rShcGmNC7TCrhXr2AdIeoaksjrtCL6dGCt8kh/nYpHfNSeH6TPzY74ZOXud624Flta7B8JENaGUml/gproVbEayejrAJiNTeQHryE3dD811quoM58NsjSmEF2SJJBCJEGqk7dkN5WLplp7j5O1XOautLULg0NpTNMKuEevYCNhqolyr17BtVohvTqQREJs4M3GNz1kvWSl9112zJVam/pHQsM8ko6nqY5+Q+/QnbiibwFgMUrJD15JTngum+zPE9F261CMQojU6xJN2E899RR77703V1xxRZPXFi9ezPjx4znggAMYMWIE55xzDp988kmjfcrLy5k2bRojR45k3333Zfz48Xz55ZepCl+IpEukqVy0T2vv8baawW0PTUv8T+n8ubN54L47mT93dlLidSsTV2qFFDXUC1QR4V69gjoj2vGTa1B/Roj1H9ZRfWkA3RZbxWZb/8h+J2RhX9Fyohoy7UO541k2OD7Aazo2vt2qr6Kf7yjs0Y86HqMQIqUyugaypqaG66+/nu+++w6brenIwvfff59LL72UP//5z9x+++34fD7uu+8+Jk6cyKuvvsqQIUMIhUJccMEFOJ1O5s+fj81mY8GCBUyYMIHXX3+d/v37p+HOhOiYgoIilnVw+UPRvLZ0R2hpWcpEPDFvDhXlZRQWFSetBjtbmbhKK+QuvYIqIpQT4T69gqu1QtyqmSrCBG3rH1l3Voi8GXbcb8aan7f1j6wfF2LL3/xE+zS/TGLItD/ljhewRT+jIDAFq/ETJrZS7B9Lpe0BPJYzOxyjECI1MroG8s0338Tn8/Haa6+Rk9N0dYN///vfHHrooUybNo1BgwYxfPhwbr/9dsLhMEuWLAHgrbfeYs2aNdx9993su+++7LXXXtx8881kZ2czb968VN+SECLDTbxwCpdfeX27krpt/Sa3PZJVu5iIXsrMVVohvRralDcS5m69gq1G09HT7RUZEOsfWfpyPcF9tp8361Ur/Q/PIus5K7Qy21TQdCClzv/gMx0OgCJEYfBiegdvBUOmqRKiK8joBHLMmDE8+eST5OXlNfv6rFmzeOKJJxptUyo2Ga7ZHKtcXbp0KQMHDmTw4MHxfcxmM4ceemg8yRRCiGTY1m9y2yNdfVP7NCSR2Q1/4ksJc4dezgYjtIsjE7Otf2TlTB/RnFjiZ6rVKLjOSfHpbqyrWv6I0VUOm+wvUms+P76tV/g+CgMXoAxfUuMUQiRfRjdhJ9q8XF5ezu23305JSQm/+93vAFi7dm2z5xk4cCCvvPIKfr8fh8PR5HUApWKPTLItnkyLS6Se/Axkjm1FoWkaBQVF8e1ZWVktlpPa4Wt7ynJXx/RVFq5XRdwfraSSCDVEmamXc4mWz3Ct+b957WICz9khfMeFybvFQdYrsWZtx6dm+p2QRc1FQWqmBTCau6SysMV+H+HwXuQFb0Sh446+jtm/gQrHc0S1omYO6pnkb3/PloryT/TcGZ1AttUHH3zA5ZdfTjAYZNSoUTz//PP06tULAK/XS79+/Zoc43a7Aaivr28xgRxUnIvLlZnLcA0qzk13CCINTCYV/zq4JDe9wYi4a665irq6OrKzs7nyyivbdEx7yjLRYwYDQ6O5/KVyHatCPgINK9Zc3as/x7t7t+mabVYC/BN4H7gE+B+oiKLXbDu93rLDbOCElg6+Hjz7QNmZoHuw618yMHgM9Hsd7COSG2cXJ3/7e7bOLH+v15LQ/t0igTz44IN57bXX2LhxI4899hjjx49n4cKFFBcX7/rgVqwtq8HpbP+EvJ1BqdgP0NqyGozm+6mLbiwaNeJf15TWpDcYETf2jAnx79taLu0py/aW/2VGHnOVwVeGnygwc8sGfqyu42SVE+/2kzTDQL0NuQ/byZ1jQ4UUrAVOBM/JIbZM9xMtau6P1ygs9nco8p+JxdgIkY3o60ZTaZ+Hz3JicmPsguRvf8+WivL3+bwJ7d8tEkin08ngwYMZPHgwI0eO5Mgjj2Tu3LlMnz6drKwsvN6mb0p9fT1KKbKzm5kFt4FhkLG/qJkcm0gNKf+uzdjha3vKMpFjrGhcovJ5nmo+MGL9Ml/Ta9miopytemNOchJp2GDrVQHqx4bIv8GB46NYzYb7TSuODy1svdZP3TlN544MacMpdSyiKPAn7PqnaPgoDPyJrfp0aixTpf0W+dvf03Vm+Sd63oweRNMaXdd5//33+eGHHxptdzgc9O/fn9WrVwMwePBgfvnllybHr1u3jpKSEux2WZdVCNH9aUoxXvXidJUb37bU8PCwXkmgk0Y+h3fXKXvBS8UsL9HeDYNs6hX5NzkpOdWN9fumH0FRrYAyx7+oN58GgMIgL/R38oOXQZIHAQkh2q/LJpCapnHnnXdy3333NdoeCAT45ZdfKCgoAODwww9nw4YN/Pzzz/F9QqEQS5cu5YgjjkhpzEJ01IQLL+Hvf/87Ey6U9bNF4pRSHK/lcKHqE29++pYAd+kV1CZjwvFmLwqe08Os/7966s7Yvga2/b9mSk7NwrGsaUOYoRxU2h5nq/X6+LbsyDMU+09DM7Z2TpxCiIRkdAJZU1NDVVUVVVVVRKNRgsFg/HkgEGDKlCksWbKE++67j9WrV/PDDz9wzTXXUF9fz/jx4wE49thjGTZsGNdeey1ff/01a9as4YYbbiAcDjNp0qQ036EQiZl44RSmT58u616LDjlIc3GFVoiz4SNgPSHu0DdRZnRen2+9l0HVPX5KX64nNCSWrGoBRdH5LhwfNtObSimqrddRYXscndhCEg59Of19h+IO/1PacYVIs4xOIKdOncro0aMZPXo05eXlLFq0KP78rbfeYty4cdx5550sWbKEsWPHcsEFF1BXV8eCBQs44IADgNicj48//jiDBg1i4sSJjBs3ji1btrBw4UKKimSKCCFEeqVr8vG9lJ3rtUJ6N3RE3EKUO/VyfjICnXrdwMFRNrxdj/fYWLKqBRVFE104P2i+S77H8nvKHG8QUfkAmI0KCoOT6Bs4HbO+plNjFUK0LKMH0SxcuHCX+4wbN45x48a1uk+fPn249957kxWWEEIkzbbJx7dJ5eTjxcrKX7QiHtAr2UAYHzr36RVMVH0YqXXiFGY2KH/ES+GlTtxvW2NJ5CQX5Y958R3ddMWcoGkkGx0fkB+8Flf0LQCc0cX09x1KjfUqqi2XgWq63K0QovNkdA2kEEJ0d5qmUVhUHH+43VkpvX6uMnOdVsRwYgMKI8BjxmY+MxKb0iNhVqiY7cNzcmxgjAopii504Xy3+XqNqFZCueNZNtmfJaxKANAI0jt0B/19h2GPLO3ceIUQjWR0DaQQQnR3+QVFLP/0u7TGYFcaU7UCnjG2sKwhcVyob2WIZidHmXZxdAdYoOIhH4YJsv5lRYUVRX92UTHbh/fE5vtj+swnssH0W3qHZpITfgRFFKvxP0oCv6PefAZbrLcS1fI7L2YhBCA1kEIIkRLz585u1NexqrI83SE1YlaK81QeByonAF50ntG3YHT2YBUzVD7go/73DTWREUXhJU5cb7S8Koah3Gyx3cpGx/8R0EbGt2dFXqC/7yCywk9DJ01NJISIkQRSCCFSwOOpp6K8LP7Q9cxLcJRSnK16k9Xw0fAlflYavs6/sAkq7/VR98fYND8qqmL9I19tfWm1kGlvSh3vUGmbRZSchlPVUBCcRon/eKzRbzs9dCF6KkkghRAiBdzurEZ9HTWt/X9+Kztx5HaWMnG2tn2d7OeMrZ03R+SOTFB1t5+6sxqSSF1RMM2J++VdrM+rNOot57PB+Sn15jPim+36p/TzH05e8CZUZ/fnFKIHkgRSCCFSYOKFU1j+6XfxR35B+6cR2zZye9sj2SO3D1Su1DdlA2hQdaef2nN2SCKvdJL1gnWXh0a1fCrtj1Jm/xchtUfseKLkhh+mn+8IrNGvOzV0IXoaSSCFEKKLScXI7Z2bsj9NRVM2gAabb/dTc0FDEmkoCq52kvXcrpNIAL/5t2xwLmOr9S/xCcitxv/o5z+GnNAc6RspRJLIKGwhhOhiCgqKWNbJI7e3NWU/qm8GYk3ZexmdPCp7GwVbbvaDZpA7Pza9UMF1TlQE6s5tw3rYyka19Ro85rEUBiZj0/+LIkSf0I04o4uptM0mqhV28k0I0b1JDaQQQnRT8+fO5oH77mx3H8kdm7I9qWzKhlgS+fcA1X/evjJO/o1Och6zQRtDCGtD2Oj4D9WWqfFtzugi+vtH44z8J9kRC9GjSAIphBDd1BPz5vDQrJk8MW9Ou8+RtqZsAAVb/xKgesr2JLLPbQ7yr3ZAsK3nsLLVdgtl9leIqFito8nYTN/AGeQFr0d18tKNQnRXkkAKIYRoUdpGZW+jYOt1AbZe5Y9vyn7RRskZbkyVqs2n8ZuPYINzGV7TcfFtueHHKPEfhSX6Q1JDFqInkARSCCFEq9LalA2goHpakIqHvej22HXtn5vpd3IW1q/b3idTV30otz9PlfWu+AAbm/49/fxHkh2eD6m8JyG6OEkghRBC7NLZqjfudDVlN/CcGqb0FQ+RvrGR1OZNGiWnuXG/tou5InekFHXWyZQ6FhPUhgGgESA/eDVFgbPRjC2dEboQ3Y4kkEIIkQYTJl/C1CuuY8LkS9IdSptkKRN/SmdTdoPQPlE2/rse/4ERALSgonCqi94z7JBAOCHTryh1LKLWMjm+zRV9m/6+0TgiHyY7bCG6HZnGRwgh0mDihVOSfs75c2c3GjCT7PW2Y03ZPj4zfHjQeVbfysVaH5Rqe1/EZIjmG5T9w0P+Xx1k/yPWFN1rjh3rjyYqH/SiZ7ftPIZysNl2Fz7TkRQELsXEFsxGOcWBsXhMv2Or9XrCpmGdeCdCdF1SAymEEN1EKtbb3rEp+wt8aWnKBsAGVXf5qbrFh2GK9V10LbJQcmoWlrWJfbT5zMezwbkMn+mI+DZ39HX6+0dREJiMRf85qaEL0R1IAimEEN1EMtfbbkmmNGUDoKDughCbnvESzY0ly9afTZSc4sbxYWINbFGtiE32l6my3ROf7kdhkBV5mf6+Q8gPXIpZX5/0WxCiq5IEUgghuolkrrfdmp1HZT+rb03tqOyd+EdH2PiGh9CesUTWVKvR91wXOXPbPuk4AEqjzjKR9c4v2Gy9lSh5sc1EyY48ywDfgfQJXIlJL+2EuxCia5E+kEII0UVMuPASLCpM2Ehg1HEnGa96s8oI4EGPN2UfpFxpiyeym87Gf9VTeLkL138sKF3R51YH1h9MbJ7hw7C3/VyGclJrvZQ6y3nkhB8jN/QwJmpRhMmJPElW5DnqLBdQY7mCqFbQeTclRAaTGkghhOgiJl44henTp3fKAJxEZTfTlF1jRNIYERhuKJ/nZetl21eXyX7ZSuFFLgi343wqixrr1ax3/ZetlmvQcQOgESQ3/CgDfCPoHZyOZmxN1i0I0WVIAimEEKJddm7KflivImQkf+BOQjSoviZA+SPbJx13LbZQcLUT2hmarnKotv2FX1xfUW25DB1Hw6V89Ao/wEDv/vQK3oFm1CTpJoTIfJJACiGEaLezVW/yiK0Gs44QTxkpXqWmBd6Tw2xa4EG3xWLJesVK3q32xPpE7kRXeWy13cx655fUWC7CwAqARj29w3czwLsfvYJ3ohm1ybgFITKaJJBCCCHaLUuZuFQrwEZsLsiVho+3jLo0RxUT+E2Uiod9GFosa8x93E7ubFuHzxvVCtliu5NfnJ9Taz4fo2E4gYk6eodnMsC7rySSotuTBFIIIUSH9FdWJml92Dad+KtGDV+ka37InfiOD1M10x9/njfTQdbz1qScO6r1Y7N9Fuudn1FnPrf5RDI0UxJJ0S1JAimEEKLDRign41Ru/Pl8fTMbjFD6AtpB/ZkhttywPYnMv96B6+3kjWSPaAOpsj/QfCIZulMSSdEtSQIphBAiKU5Q2RzcMKgmiMFDeiV16ZpkfCc1FwepuTA2OlvpisJLndhXJHcmu+2J5KfUmc/BaOgbuj2R3I9eobskkRTdgiSQQgghkkIpxXkqj0ENg0u2EmWOXkU4AwbVoGDLjQHqT4/ViqqQou9EF9ZvTEm/VETbjSr7gw01kjsmkrX0Ds1oSCTvlkRSdGmSQAohhEgaq9KYouXTqyFp+pkgz2TIyGw0qLzLh/fo2KSQmkdRfI4r4bWz26pxIvmnnRLJOxjoHUpBYBKOyAeQITW1QrSVJJBCCCGSKleZmaLlY20YVrPc8PKeUZ/mqBpYoGKOF//I2KTnpi0afc92YSpXuziw/WKJ5ENNEkmNAFmRf1IcOI2Bvn3pHbwNi7660+IQIpkkgRRCCJF0uykbF6i8+POXjGq+NvytHJE6hgPKn/QSHBqr9bNsMNH3T260ms5LImHHRPJTaiwXEqVX/DWzUUav8L0M8B1Ise94ssILURkyHZIQzZEEUgghRNz8ubN54L47mT93dofPNVJzcYrKAWLzd8/TqyjLkJHZeo7Bpmc8hAfEkkjbjyaKJrhQKchxI9ogtthmss71A+X2p/GajovXSgI49E8oCF7Gbt6hFAQuwhFZAule4UeInSR3CJoQQogu7Yl5c6goL0PTNJ6YNye+fcLkS9q1BvcpKocyI8zn+PBj8JBexY1aEW6V/MEriYoWGpQ946XkNDfmzRqOT80UXuyifJ4XkjfLT8uUDa/5d3jNv8Okl+OOvER25Dms+ioANPxkRV4kK/IiYdUfqi7ApP+BiOqXguCEaJ3UQAohhGhC13UqysviD4+nfX0YNaWYoOXRvyEjqyLCo/pmIpkwqAaIDNLZtNBLNKth3exFFgquaf+62e0V1YqotU5lg2MFGx2LqDVPIEpO/HWLsQG23MIA7/4UBCZii36e2gCF2IkkkEIIIZrQNI3CouL4w+3Oave5bErjUq2A7IaPnFUEeMHYmqxQOyy0d5Ty+Tusm/1PKwVXOSGchmCUImj6NZvt9/KLaxXltifwmY7CaHjvFFGyIq/Qz380xb7jcEX+BUYkDYGKnk6asIUQQjSRX1DE8k+/S9r58pSZKVoBd+vlRIAPDA/FupUjtPYnpsm0bd3sooucKF2R9bIVrUZRMceL4UhPTIay47WMw2sZh9koY6D9BaJbZ2MytgDg0FfiCKwkrAZQa7mIOsufMFR2eoIVPY7UQAohhEiJ3ZWNc3cYmf0PYyubM6j2zHd8mIpHfRjWhubs9y2x0dm1nTs6uy2iWjHk38x61zdU2h4gpA2Nv2Yx1tMndCO7efcmL/gXzPovaYxU9BSSQAohRA82f+5sRo0cHn9UVZZ36vUO1dwcrWK1jlHgnQxbjcV7QpiyhV50dyyJdKw0U/xHN6bK9CeRAIZyUG85lw2OFZTZ/4nPdFT8NY16csOPMMD3awr952GPfgwZ0tdUdD+SQAohRA/m8dQ3Giyj650/euRklYO9YZLxZYaHmgyqhQQIHBqh9EUP0bzYe2H73kTJODfmXzLoI1Mp/OYj2eR4mfXOj6gzn4eOPfYSOu7o65T4T6DEfzRZ4edQhi/NAYvuJoN+G1r21FNPsffee3PFFVc0ee2zzz7j3HPP5aCDDuI3v/kNkydP5ocffoi//sknn7DXXns1+5g/f34qb0MIIdKiqrK8US3jjnM8ut1ZjQbLaFrnfyy4lYkjGmohI8A7GThhdmifKKWveAj3iyWRlvUmSk5zY/0h8z42w9pQquz384vrG7ZYbySiCuOv2fUvKAhOYaB3GH2C12CNJq9fq+jZMu83YQc1NTX8+c9/Zv78+dhstiavf/XVV5x//vn07duXZ599lrlz5+L3+zn//POpqqpqtO9LL73EsmXLGj3Gjx+fqlsRQoiUmzD5Eg46ZFSrU/JMvHAKyz/9Lv7ILyhKSWzHqOz4UodLDA91GbgWdHiwTukr9YT2jMVmrtQoPj0L+8r0z2HZHF31ocZ6Nb84/0uF7RGC2t7x10zUkRN+nP7+0ZT4jiUr/KzUSooOyegE8s0338Tn8/Haa6+Rk5PT5PWnnnqKvn37MmPGDIYMGcI+++zDbbfdRk1NDW+99VajfXv37k1+fn6jh8ORpqF1QgiRAhMvnMJRx5zQqIaxo1PyJEu2MvFb5QYghMF7GVgLCRDta1D6sofArxvWzq5T9B3vxvl+Bk9iomx4LGey0bGEjY7/UGc+G53tn3d2/VMKgpdKraTokAz+DYAxY8Zw1llnYTI1/9/eHXfcgd/vb9TkUlgYq7r3+eQ/KyGEmHjhlHatIJMKx6ls/s+oJwIsNuo5zsjOiBVqdqb3Mih73kPRhS6cH1rQgoqiSS4q7/HhOT0dk0W2kVIETSOpMo1ki3E77vCLZEeewqZ/D2yvlcwJP05AG0md5Tw85rEYypXmwEVXkNE1kP37928xeQRwOp3k5eU12rZ48WIA9t9//84MTQghRAf1UmZGNdRCBjFYbLRvtZtUMJyw6Qkv9b+LreWtoorCK1zkzGvavSoT6SqHOutkNjqW7bJWMi94A5pRk75gRZeQ0TWQidq4cSO33HILo0eP5je/+U2j1xYuXMjKlSspKyujoKCAc845h9NPP73VDuNKxR6ZZFs8mRaXSA0p/54tFeWvdviaip+zE7UclkY96MD7Rj3Hko1DZWjdhg2qHvah9zLIeTqWOPa5xYGpWlF9bWD7m9cJklb2ShHSRrLZHKuVzAq/SFZ4x1rJenLDj+KOvMZm+yx85uM7eEGRDCn53U/w3ElNIN9++23eeOMNfvjhB6qrq/nqq68AuO2227jkkkvo3bt3Mi/XyM8//8yECRMoKCjg3nvvjW+3WCzk5+cTjUaZPn06SineffddbrrpJqqqqpgypeWmnUHFubhcmVmVP6g4N90hiDSS8u/ZOrP8TSYV/zq4pPOus81g4NjNPt7xVuND5+usCGflFHT6dTvkSWAQMD32tNdDdnoF7DCHTq+WSW7Z5wLXgHE1BFZCzVyoex4MP2ajnCL/WZB9LhTeD6ZeSbyuaK/O/N33ei0J7Z+UH/VQKMSll17K0qVLATAMA9WQyvp8Pp555hlWrFjBc889R25ubjIu2chnn33GJZdcwh577MEjjzzSaMDNr3/9a5YtW9Zo/3333ZeKigrmzp3L5MmTsVqtzZ53bVkNTmdm9W9RKvYDtLasRuaH7YGk/Hu2VJR/NGrEv64premci+zkMMPBu1RjAM/XVLB/vRlbptZCbjMJss1W8m5yoAwF88C7LkzlbC+GM/mX6/yy3wu4F5PzSvIDl+OMLoptrltApP4/bLbfh898QmdcWLRBKn73fT5vQvsn5Td07ty5LFmyBMMwGDx4MGbz9rzU4/FgMplYu3Ytjz/+eDIu18g333zD5MmTOeigg3jqqaeaHa3dnGHDhhEIBKipqWlxH8PIzEcmxyYPKX95dPHy3/b3L4U/Z4VYGKliWVc9Oh/qnrS/z2151J4XovIhH4Yl9q653rPQ949utCrVNcvegIgqYZP9JSptDxMltq52rDZyPPn+P6P0mrS/7z31kYryT0RSEsg33ngDpRQzZ87k3//+N263O/5aQUEBTzzxBIZh8N577yXjcnFbtmzhoosuYtSoUTzwwAPN1iS+9NJL3HbbbU22f/PNN2RnZzcZhCOEECL1TlI58e/fNeoIJ/ppliaeU8NsWuAlmhWL1/6VmZKxbixrM7wGtTVKUW85mw3OFXhNR8c3Z0VeoL/vNzgjb6cxOJEpktKEXVZWhs1m49RTT2329YMPPhiHw0FFRUVC562pqSEcjjUhR6NRgsFgfILwrKwsHnjgAUKhEFdffTVbt25tdKzFYiE3N5fevXvzzDPPEA6HGT9+PGazmbfffpt33nmHadOmtTrKWwghxK7Nnzsbj6cetzur3VMGlSgrI3DwJX5qiLLc8HC4Sv98lW3hHx2h7J/19D3Xjblcw/KLiZKxbjY96SX468ybIL2toloJ5fYXyYo8T17wBkzUYTbK6RsYT735j2y23YmupG9kT5WUBNLpdFJXV8eWLVuardFbtWoVfr+/zc3L20ydOpWVK1fGn5eXl7NoUaxfxowZM1i2bBn19fUcd9xxTY496KCDWLhwIUcddRQPP/wwjz/+OH/6058IBAIMGjSI6dOnc+aZZyZ4p0IIIebPnc0T8+bEn1dVlqPrOoVFxR2ac/IkLYcvdT8Abxu1jDbcmLvIlAOhYTobX6+n7zlubD+aMG3VKD7DTcXDXnzHZdZa3wlRinrLeHymw8kPTsMVjbUkZkVexBH9kCrbLOkb2UMlJYHcf//9WbJkCRdeeCHnnXcekUjsl+XDDz/kxx9/ZOHChSil2GeffRI678KFC1t9/bTTTmvTeY4++miOPvroXe8ohBBilzyeeirKy5J+3t2Ujb2x8y0BthDlE8MbnyeyK4j2NSh7pZ6iyS4cKyxoAUXRhS423+yn7vxQusPrkKhWTLn9BbIi/yAveH1DbWSF1Eb2YEnppDFp0iSUUnz//fdcd911eL2xkTx//vOfmTVrFlVVVSilmDhxYjIuJ4QQIo3c7qxGSyO2Np9uok7WtrdUvWXUoneRvpDb6NlQttBL/biGCcd1Rf5NTnrPsIOe5uA6SinqLWexwfkRXtOx8c1ZkRfp7zsUR2RJGoMTqZaU3/qRI0cyY8YMHA4HhmE0eTgcDm699dYmk3sLIYToeiZeOIXln34Xf+QXFCXt3HsoO0OJTdJdQYTPjC64LK0VKu/3UT0lEN/Ua46dgsucEExjXEkSq438B5W2OY1GavcNjKV38FYwunCTvWizpE15euqpp3LEEUfw3nvv8dNPP+H1enG73ey1114ceeSRCfd/FEII0TOdrOWySo8NunzTqOVAw4nWRfpCxmmw9foAkb46ff7mQOmKrH9ZMVcqyuf50HO6Vs1qEw21kT7TGAqCl+KMfoDCoFf4PhzRpVTYHyeiDUh3lKITJXXO/OzsbH7/+98n85RCCCF6mL2wsTs2VhOkjDBf4efXdMLs3ClQd16ISF+dwikutIDC8ZGFktPclC30EC3u4kkksdrITfaXyQ0/RO/QbSgi2PVP6ec7jCr7g3jNzc/OIrq+pHVc8fv93H///cyZM6fR9kmTJnH77bdTV1eXrEsJIYToxpRSjfpCvqnXYnSxvpA78h0boexFD9HesU6Q1p9M9PtdFtbvu/BckTtSGjXWyyl1vE1YxWodTdRRFDifPoErUIY/zQGKzpCUn16v18vZZ5/NY489xqZNmxq9tnnzZp555hnOPvtsfL4u2JdFCCFEyu2NnQHEFodYT4hvCeziiMwWHBFl42sewgNj80KaKzRKTs0i+2krdN3cuJGg6UA2OpdQbx4X35YTeYp+/iOxRr9PY2SiMyQlgXzyySf5/vvv4wNmdlRYWIhhGPz888/MmzcvGZcTQgjRzXW3WkiAyCCdjf/yENg/NshECyjy/+qk6AIXpqou1sezBbrKodI2n0rbg+jE8gGrvooS/1Fkh59MfL08kbGSkkC+++67KKW46aab+Mtf/tLotccee4y//e1vGIbBO++8k4zLCSGE6AH2x0ExFgBWE+THbjCEWc8zKHvRQ+252+/FtchCv2OzcC5O6rCE9FGKess5bHR+QFAbDoBGgPzglRQGzkczatIbn0iKpCSQGzduxGazcfbZZzf7+vjx47FarZSVJX/iWSGEEMkzYfIlTL3iOiZMviTdoaAp1WiN7Df12jRGkzyGAzbf7mfTUx4ifWL9Is2bNfqe56bPjQ5UN+kyGNb2otTxPrWWSfFt7ujr9PMdhi36SRojE8mQlATSarUSDAYpLS1t9vW1a9cSCoWw2WzJuJwQQohOMvHCKVx+5fUdWpIwmUYqJ4UNE4asIsDPRtfuC7kj31ERNv6nHu9R4fi2nAU2+p2UhfU7UxojSx5D2dlsu5tN9meIkguAxdhIif8kckP3SZN2F5aUBHKfffbBMAwmTJjASy+9xPfff8/69ev55ptvePbZZ5k4cSJKKYYPH56MywkhhOghNKU4cYdayNf0rrc6TWui+QblT3qput2Hbovdl/V/Jvqd4ib3UVvXX72mgc98EhucS/FrsQVFFFHyQrdSGDgPZdSnOTrRHknpcHHBBRewfPly1q9fz9/+9rcmrxuGgVKK8847LxmXE0II0YMcrFy8YdSwmSirCPC+Uc+xKjvdYSWPgrpzQ/h/E6HwMie2b82osCLvdgfOD8xUzPKhl3T9pDmq9aPM8Tq9QnfTK3w3CgN39A2svp8odywkrA1Jd4giAUmpgRw1ahR//etfMZvNzS5laDKZuPrqqzn88MOTcTkhhBA9iFkp/qTlxZ//06hmndH1B9TsLDwkNkq7+uIAhooljI4VFvofm4XrTUuao0sSZabadgPl9n/El0G0Gj9S4jsKZ+TtNAcnEpG0IV9nn302RxxxBG+88QbfffcdHo8Hp9PJ0KFDOfnkk9ltt92SdSkhhBA9zN7KwfEqm3eMOqLAY/pm/qb1xaG6yWTc21hh618C+A6PUDjNiXmThqlWo/DPLvgI1PVguNMdZMf5zMdS6lxMUeBPWPVVmKinb2A8Wy3XUW29FrpbuXZDSZ0zoLi4mIsuuiiZpxRCCCEAGKty+ckIsIYQVURYaGxhMn1QXW2d7DYIHBphw3/qyb/BgfvN2ITqPA39/i+L8jk+QvtG0xtgEoS13dnoeI+CwKW4o/8CoHd4Jjb9Kyrtj6Hv0PdVZJ52JZBlZWWYTCYKCwvjz9uquLi4PZcUQgjRw5mVYrLWh1v0TfgxWGn4+BVeRqtuUCXXDD3XoGKOD+9RYfJvcqJ5FJZfTPQb62bLXwLUTgxCF8+dDeWmwv4kwfCD9A7dgkLHFX2XEt9RlDueIawNTXeIogXtSiCPPPJIevfuzYoVK+LP2/IfoFKK77+X5YyEEEK0T76ycJ6Wx6P6ZgCeM7Yy2LBRrLpJH8GdKfCcHiZ4UD0DpmXDp6DCij43O3AsN1N5rw+9dxcfYKMUNdbLCWr7UhiYiIlqrMZq+vmOodI+G6/5d+mOUDSj3Z0Mdl5SqrnBM809hBBCiI44ULkY01DrGMLgMb2KkNFN5rtpQWSgDsug5qLt82C63rfQ/7gs7B93jzkj/eYjGlav2RsADQ9FgfPoHbwFjK7fZN/dtKsGcuzYsbjd7kbPu2MfFCGEEJnpDNWLn40gpYQpJcyLRjV/Unm7PrArs8LWmwL4R0UomObEtFXDXK5RfIab6isCVE8NQhfPJSPaQEod75IfnEZW5CUAeoVnYdO/psI+D131SnOEYpt2JZB33nlnq8+FEEKIzmRVGhdqfbhdLyeEwf8ZHoYZdg5QrnSH1ul8R0TY8G49hZc7caywoHRF73sdOFaYqXjQR7Soa7f2GcpJpe0xgtoI8kI3oYjijC6in+8Iyu1PETLtn+4QBUmYBzIcDnPuuedy/vnnE41KFbMQQojUKFFWztyhRuopfQubjUgaI0qdaJFB2XNetl7lx9Aa5oz8KNak7Vyc1AlW0kMpaq0XU2Z/lSixmmWL8Qv9/EfTO3gbdMN5QLuaDieQFouFH3/8ka+++gqTqYvXnQshhOhSDlNuRionAH4M5umbifSU/vYmqJ4WpOxFD5G+sT6gpq0afc9zk3erHUJpji8JAubD2Oj8gIA2AogtgdgrfC/9/Ydji36Z5uh6tqTM1Hn88ccTCAR47733knE6IYQQok2UUpyj8shv6JG1miD/MmrSG1SKBQ6OsuHderzHhOPbcufaKTnNjfmXrj8hd0TrT6njHbZar8doKGervooS/zH0Dt6MMgK7OIPoDEmp5z7llFOorq7myiuv5IgjjmC//fajV69eaFrTH9yxY8cm45JCCCG6sPlzZ+Px1ON2ZzHxwikdOpezoT/knXo5UeBto46hhp3hypGcYLsAvZdB+XwvOU9YybvdgQor7P810++ELLZe56fuT6GuPcBGWam2XofXdCIFwSnY9G8aaiPvxxV5m0r7wwRNB6Y7yh5FGUmYW2fYsGFAbCqf1kZjd4V5IL1eb3yE+dc/bsTpzKwO2UrB4JJc1pTW0FNaacR2Uv49W6aW/6iRw6koL6OwqJjln37Xacfsyrt6HS8Z1QBkoTFdKyZHdeWsabtEyt76tYnCKU6s67bfe/BXUTbf7CNwSDcYq2CEyQ0/QO/QXShita4GGjWWS6m23oCh7GkOMPlS8bvv83nZd69+AHg8Hlyu1vOfpNRt7zjHo8wDKYQQYmfz585m1Mjh8UdVZXnSr3GMymJvYslDPTrz9c3oPfBzJ7RvlI1v11P3h+0DTWzfmyj5QxYFU5yYyrr4tHvKQo31ajY6PiCg7R/bhE6v8IP0843BFl2Z3vh6iKQ0Yc+YMSMZpxFCCNFNeTz1VJS3fdnb9tCUYoLWh5v1TdQS5XsCvGvUcUIPXFPZcEPVfX7qxofI/5sD2zexj/us16243rNQPSVA7UVBjC5cWRcyDafU8R654QfpHZqJIoTV+IkS//HUWqaw1foXjB7UjSHVOpxAfvrpp6xdu5b6+npKSko46aST6Nu3bzJiE0II0U243VkUFhXHn1dVlqPryV89JluZmKTlcZ9eiQG8atSwp2Fnd2VL+rW6guCBUTa+4SHrRSt5d9oxbdXQ/Iq8exxkv2hl800BfMeFu+6a2spMjfVKvKYTKAhOxa5/jsIgN/wwzsjbVNkfImD6Tbqj7JY61IR90003ce655zJv3jz+8Y9/cO+993Lsscfy0ksvJSs+IYQQ3cDEC6ew/NPv4o/8gqJOu9Yw5eCkhlpHHXhG39Ijm7LjTFB/Voj1H9ZTMzGIYYq9F5b1JvpOdtH3bBeW/3Xt0dph0zBKHe+wxTodndg/C1ZjNcX+k8gPTMWkV6Q5wu6n3T8xb775Ji+99FKTPo7hcJjp06fz9ddfJzNOIYQQos1OUTkMwArABsJ8ZvjSHFH66bkGW6b72fBuPb5R26f8cS610P/YLPJutqPVpTHAjlJmaqyXs9G5hIA2MrYJg+zIMwzwjSQ39IBMQJ5E7U4gt9UyFhcXc/PNNzN37lyuuuoqcnJy0HWd5557LmlBCiGEEIkwKcVpWm78+b+Mmp4zwfguhPfS2fS8l/K5XsL9Yt0IVESR+7id/mOyyXrBCl34rQpre1LqeJvN1juIkg2ARj15oekM8P0GZ+TfZNQ0Bl1UuxPIVatWoZTiwQcf5IwzzuC3v/0tkydPZsaMGRiGwbfffpvMOIUQQoiEDMfOng3NmRVEWGF40hxRBlHgPSHMhsV1bL3Kj26LJVTmzRoFVzspuNIJXbmyTpmotV7Metfn1JrPx2hIdyzGWvoG/kTfwDis0eRMH9VTtTuBrKurw263s/feezfafuihhwJQXV3dsciEEEKIDlBK8Xtt+1rZbxi1hIzkD9zpygxHbDnEDf9Xh+fk7WsfZr1spfgsN9rWrjq6JkZXfdhsn8VGx//hN42Ob3dGP6Sf/7f0CV6NZmxJY4RdV7sTSMMwsNubjv/ftq0zRtcJIYQQidhd2dif2FQu1UT5wKhPc0SZKdLPoOIRH5NzL8JHrL+o41Mz/U5xY/mpaw+wAQiZ9qHM/jrl9gWE1UAgNndkTng+A7wHkBN6FIzwLs4idtT1fyqEEEKIVozTcuOz1Lxl1OGTWsgWvWF/k9/yW8q12ETvlvUmSsZm4fi/pEwbnV5K4TWfwgbnx2yx3oRObKUVE7X0Cd1Af99oHJH30xxk19Ghn4hIJMJnn33W7AozLb02cuTIjlxSCCGESEiJsnKwcvGx4cWLzn+MOsaq3HSHlbE+53NOyDuZjws/xvatGVO9ou/5LjZP91N3fmjXJ8hwhrJTY72SevN4eoduJTsSG/RrNX6iOPAHvKZj2WybSUTbLb2BZrgOJZAej4dzzjmnyXalVLOvdYW1sIUQQnQ/p6ocPjW8RIH3jDqONLLI7kLrZM+fOxuLChM2LEyYPKXTr7fJtInSf3oouMyJ+10rKqrIv8mJ9WcTm6f7k7SOXXpFtSKq7LOpi04kL3gDDj22BKIr+h8cviVUW6+lxnIpKEuaI81MHfoRkLWthRBCdAX5ysJvVRYfGPUEMfi3UctZqne6w2qzJ+bOoby8DE3TmD93Tnz7hMmXMPHC5hPK+XNn4/HU43ZntbhPawwnVMz1Eb5Lp9fs2PiGnKdtWNZqVDziRc9u371kmqDp15Q53sEd+Sd5ob9jNsrQCJAXuoWsyItU2WYRMB2S7jAzTrsTyHHjxiUzjlY99dRT3HPPPRxzzDHMmjWr0WufffYZDz74IKtWrcJkMrH33ntz5ZVXMmzYsPg+dXV1zJw5k8WLF+PxeNhjjz247LLLOOKII1J2D0IIIdLrZJXDcsNDCIMPjXqONbLJU12rKk3X9UZrins8LQ8KemLeHCrKyygsKm5XAgmABluvDxAerJN/vQMVVjiXWCgZm8WmJ71EBnaT/qRK4bGcjtd8HL1DM8gJP4ZCx6qvosR/AnXm89hi+zu66rXrc/UQ7f7NmTFjRjLjaFZNTQ3XX3893333HTZb03VMv/rqK84//3xOOukkbrrpJgKBADNnzuT888/nzTffJD8/H4CpU6dSWlrK/fffT58+fXj99deZMmUKCxcu5IADDuj0+xBCCJF+OcrE0SqLt4w6IsQmF5+g+qQ7rIRomtZoGUi3Oysl163/Y4jwgChFF7owVWtY/2ei3yluyud5CRwcTUkMqWCoLLbY7qDefAb5wWnY9a8AyI48jSv6bzZbb8dj/gOorj29UTJk9CjsN998E5/Px2uvvUZOTk6T15966in69u3LjBkzGDJkCPvssw+33XYbNTU1vPXWWwB8+umnfPzxx0yfPp2DDz6Y3XffnSuuuIJ99tmHOXPmNDmnEEKI9qmqLGfUyOHxx/y5s9MdUhPHqWycDR99HxleyoyuNSikoKCo0Zri7a5ZbIfAIVE2vu4htEcsYTRVaxSf5Sbrpe7XRzBk2o9Sx/tUWWeiE0vSTcZmCoMX0TdwGhZ9dZojTL+MTiDHjBnDk08+SV5eXrOv33HHHfzjH/9A07bfRmFhIQA+X2weq2XLlmG32znkkMb9Fw477DA+/vhjQqGu9cdDCCEy1bbm1W2P1ppX08WlTByvYp33DOA1vTa9AaXZ/LmzGyX9VZXlre4f2U2n9DUPvsNicyaqsKLgShe977RDN2nNjlMm6qwXst75MR7T7+KbndH/o59vFL1Cd/fotbUzOoHs378/JlPLo+ScTmeT5HLx4sUA7L///gCsXbuWvn37YjY3bq0fOHAgkUiE9evXJzdoIYTooTRNo7CoOP5oS/NqOmotj1JZ5BD7bPkCH2t6cBLg8dQ3SvrbsgiInmOwaYGX2nO3v2+9ZtspmOaEblgnE9WKqXA8zSb784RVPwA0gvQO3UF/32+xR5enOcL06Fq9h3dh48aN3HLLLYwePZrf/OY3QGyqIZfL1WRft9sNQH19y/8hK5V53Ry2xZNpcYnUkPLv2TK1/CdeeAme+nrcWW0f7bvtFnYeFOL11Ld4f/Pnzk74Os2xK41TyOEZfSsArxo1XK0Vtvt8qdbW8lc7fG3pmKysLIqKiuPPKyvL0XW91WMAsMCWO/yEh0TJ+7sDpSuyXrVi2qyomOfFcLctxq7EbzmejebD6BW8k5zwIyiiWI2fKPGfjMf8e6qtVxA2De+Ua6fidz/Rc3ebBPLnn39mwoQJFBQUcO+99yblnIOKc5tNPjPBoOLcdIcg0kjKv2fLtPK//eYbEz7GZIp9WmmaRt++fePbB/YrYHBJbrPHPD3/EUpLSykpKWnXNXfU38hmcZmHskiIH4wA1b1NHOBIzYCU9tj2fplMqsX3pz3H3H7zjY3ey379+lFaWtr26/wV2Ac4EwiAc6mFQWflwltAUatHdlG5wEMQmATlF0HgEwDckX/ijvwTXCdA72vBOaZTsr3O/N33ehPry9otEsjPPvuMSy65hD322INHHnmk0YCbrKwsSktLmxyzreYxO7vliazWltXgdGbW2phKxX6A1pbVINNw9jxS/j1bdyr/aDR2AwUFRSz55NtGr60prWn1mGjUaHGfRJykZzGPLQDMrtzIjaYiVKZV7zZoz72n6hgOBNs/TBSd78JUo8GXED4oSvmzXsKDu1vHyG0GgvnfZNmeonfwdkxUxzZ73wbv2wS0X1NrvRyv+SRIwoT1qfjd9/m8Ce3f5RPIb775hsmTJzNq1Cjuu+8+rFZro9cHDx7MBx98QDgcxmLZnl2vW7cOi8XCgAEDWjy3YZCxf6QzOTbR+aT8e7buUP7GDl/bei/tOaY1I3HxFnWUEmYtIb4w/PwaZ8dP3Mk68/3atltlZTmHHri9Oba1CcsBAgdEKX3FQ99z3FhKNSwbTBSf6mbT016CI7rPND+NmaizTKTefAbZ4WfJCT+MxdgIgF3/AnvgPEJqMLXWS6k3n4mhHB2+Ymf+7id63oweRLMrW7Zs4aKLLmLUqFE88MADTZJHgMMPP5xgMMiKFSsabV+0aBGHHXZYo6RSCCFEz6EpxWlabvz5q3oNelfPzJvRnoFKiYyonz93Ng/cdyePfvAQpa/VExy2wzQ/f3TjfL/L11W1ylBuaq0Xsd75BRW2uQS1veOvWY015AevZIBvP3JD96AZ1WmMNLkyulRramoIh2NNyNFolGAwSFVVFRBrmn7ggQcIhUJcffXVbN26tdGxFouF3Nxc9ttvP4444ghuvvlmZsyYQXFxMc888wyrV6/mjjvuSPk9CSGEyBz74mB3bKwmyCbCfGR4GaW61wiQRFav2SaRCct3XvGm7OV6iia7cKywoAUURZNcVN3pp/7MbjhEe0fKgsfyBzzm03FEPyA3/CDO6IcAmI0q8kK30yt0P3WWc6m1XExE65/mgDsmoxPIqVOnsnLlyvjz8vJyFi1aBMRWwlm2bBn19fUcd9xxTY496KCDWLhwIQD33nsvd911F9OmTcPj8TBs2DDmz5/P8OGdM1pKCCFE16CU4vdaLnfpFUBsdZqDDBeWDO0L2Zr5c2fzxLztC2Rsm9OxPavX5DdMWN4eejaULfBScIWTrDesqKii4Bon5nJF9eXB7cPDuyul8JuPxG8+Emv0K3LDD+KO/AuFjoaX3PAj5ITnsdk2kzrLhHRH224ZnUBuSwBbctppp7XpPC6Xi5tvvpmbb745GWEJIYToRvZUdvbGzrcE2EqUD416jlYtD7DMVNvmdNxZR5LBdrNB5cM+ooU6uY/bAeh9rwNThcbmW/0Znn0kZv7c2Xg89bjdTaeXCpn2p9L0BFv1deSGZ5MVfhYNP4oI2eHHJYEUQgghurLTtF58q28C4N9GLaMNN3aVvmECLdUmtsbtzqJwhzkdqxrmdEwbDbb8PUCkyKDPbbEBJDnP2DBXaFTM9mJ0fExJRti5Cb85EW03NtvuZqv1OnJC87Drn1BnuSDFkSaXJJBCCCF6vAHKyoHKyWeGj3p05uhVTNHysXVSEtlarRW0XJvYmokXTml0rlEjhyd8js5Qe1GQaIFOwVVOVFjhes9C8VluNj3pRe/V/QYttUZXfai23ZDuMJKiS4/CFkIIIZJlnMrF1tBB73sC3KdX4jM6pwbviXlzeGjWzEa1jDvaVpu47aFpXfvj2jMuzKYFXnR3LGG0f26mZKwb87qufV89mdRACiGEEEChsjBNK+BBvRI/BqsJcrdezjStkJwkTAadiJ1rE5+YNxuLChM2uu7Uc/7REUpf9tD3XBfmSg3rGhP9TnWzab6X4IHdda7I7ksSSCGEEKLBEGXnGq2IWXoF9ehsIMxdejlXaoXkqeY/MnfVHJ0MEy+cwuCSXNaUdu1ViELDo5S+5qHv+S6sP5kwbdUoPtNN5X0+vL/LrJXfROuk7lgIIYTYwQBl5TqtiN7Eah0riDBTL6fcaD7B2VVztGgs0l+n9BUPvtGx91MLKoqmuMh92LZ9KZwMNn/u7EYTs7dlgFN3JDWQQgghxE6KlIXrtCLu0yuoIMJWoszUy7lCK2SAarrqWXcxYfIl8drUzqTnGGxa4CX/BgfZL9gAyJvpwPKLRtUdfsjglvr2DHDqjiSBFEIIIZqRp8xcqxVxv17BBsLUo3O3Xs5lWgFDlD3d4XWKzmqCb5YFqu72E95NJ29mbE6f7H/YMG/UqHjUh56TmdWRGTddUppIE7YQQgjRghxl4hqtiD2I1ZL5MZilV/Kt4U9zZN2EgppLg5TP9qLbYgmjc5mFktPcmDdkZooy8cIpLP/0u/hjx1V+2mrb+uFtWZc8U2Vm6QghhBAZwqk0rtAKGE6s1jGEwUN6JZ8Z3jafQ/rNtc77uzBl//AQ7R2rybP+ZKLkVDe2L1M7+j1VukO/WWnCFkIIIXbBpjQu1Qp4XN/M5/iIAo/pmwmotjWzpqPfXKr6MyZL8MAoG//VMEJ7tQlzlUbxH91UPujDe4KM0M40kkAKIYQQbWBRigu1Piw0trDM8GIATxlb6H3mWCrub70mqaV+c1WV5YwaOTy+fcLkS5LWDzGl/RmTJLKbTumrHooudOH42IwWUBRe5GTLjQFqLwzSMM97p0nFlEzdhSSQQgghRBuZlOI88nCg8Z5RD0DhtAvxKwP/8/9q8biWlhnUdb1RzaTHU995wXcRei+Dsmc8FFznJOufVpSh6HObA8s6jc23+js1c9m2rrWmaY2al5OZ2HcXkkAKIYQQCVBK8Ud64UTjX0YtALtdfhFbi/uiGwaaans1maZpjQZhpLu5+TvDjx+d4ThwdNI64G1ig8pZPsIDo/S+LzZCO+cZG44VZmouDVA/NtypU/2kKrHvzBroziYJpBBCCJEgpRSnqFwcusY/jGoAev/hdzxubGYCfTC3MYnMLyhi+affdWaobRI1DF4wqlncUKtqBvbFyUjlZF/lwJaOZFJB9RVBwgN1Cq52osIK6xoTBVe66DUrSs0lQer+EKJhgHxSpSqx78o10JJACiGEEO10tJbNvTfdSPFfp6HMZlYaPnxGJRdr+elJutrBb+g8plfxLYH4tgjwBT6+MHxYDcV+ysFBysXeOLAkUMOaDJ7TwoQHeci7045jRaza0bLBRP4NTnrdb6fm4gB140MYjuRdM1WJfabVQCdCEkghhBCiA+reWczWDesZPvtuNLuNbwkwS6/kMq0AZ4YnkVuMCA/qlZQSG+VsAg5UTr43AtQTm1InhMGnho9PDR8OFPsrJyOVi19hb3NNa0cFR0Qpe8GL/VMTuQ/ZcX0QSyTNFRp9pjvp9ZCdmguD1J4bxHCnJKSkyJQa6PaQBFIIIUS3lMoRtVsWLWH9tJsY9ujd+DH4mSB36eVM0wrIVZn5UbvGCPKwXkldQ6LoROMSLZ+hyo5uGPxIgE8NH58bPrwN+/gx+Mjw8pHhxYnGr5UT10EjsK2MYO1fwnojRAidIAYhDEKGQRA99n3DI4iOAfxK2dkHByqBJDQwMkr5Ai/Wr030etCG+93YspKmLRp5MxzkzrFROzFI7QUh9NzMXMmmu8jMn2ohhBCig1I9otb/1bdcoxUxS6+gHp2NhJmpV3ClVkC+yqzFnT8zvMzXtxAmlmQVYOYyrYCihjg1pRiGg2HKwXijN6sIsNLw8qXhw99wjA+dZYaHAQ/ezoCG896ib2pzDO8b9eyOjdO0XPZKcGnI0L5RKh73Uf1DgNyH7bjfsKAMhalWo/d9DnLn2qk9L0jtpCDRPpJIdobMrlsXQgghOmjbQIVtj84cqDBAWblOK6I3sRVUqohwp17BRiPUaddMhGEYvKXX8qi+OZ487omNv2hF8eRxZ2al2Fs5mKD14T6tP5dq+RysnNiSMCnjaoLcrVcwK1rBL0Yw4eNDw3QqZ/vY8EE9daeHMEyxe9I8il6z7Qz4TTZ9rndg+VHSnWSTGkghhBDdWqoGKuw4JYs5P499F8zB3yuLWqLcpVdwmZbPHgnWtCVTxDBYaGxh+Q5LMB6qXJyj8to8MMaiFPvjZH/lJGjofIOfO9/4B2FlYEHj1JNOxYrChoYVFX/Y0LCq7c9rjChvGLWUNfS9/I4A3+nlHKicjFW5LSazLQnvrlM1y0f1FRq5j9jIftGKCim0gCLnWRs5z9rwHRamdkIQ35ERqT5LAkkghRBCdGupGqjQaEqW8jJ+9+J/CFx0FmsJ4UPnPr2SS7T8WG1eipcZ9BhRHtGr+JHttXzjVC4nquyE+iDuyKY0DsTFplvvo6K8jMKiYs45ZULbDlZwgOHkY8PL60YNm4kC8JkRG/k9Srk5ReXQO8H+o5EBOptn+Km+LEDuY3ay/2FF88buz7nUgnOphdBuUeouCFL3x1CXGnCTaSSBFEIIIZJg55rOXLONs7VCZutV/ECAEAYP6ZVMVH1SOll0hRHmQb2SCiIAWFBMUHmM1Fwpi6E5mlIcqtyMNFwsMep506ilHh0dWGp4+MjwcITK4kSVQ5YyJXTuaF+DLdP9VF/pJ+tFGzlPWrGsj53Dus5En7876X23g7ozQtSeHySym94Jd9i9SQIphBBCJEFLNZ2XaQU8rm/mc3xEgXnGZry6zhFa09pHwzAIY8RHMce+xkYxb/XXs9UIYDc0HGjY0bCjWl355icjwGy9Kj6KOguNqVoBg1UnzL7dThalOEplM8pw875Rz7tGLX4MIsB7Rj1LDQ/HqmyOVdnYE5wWSc+G2klBai8I4lxkJucJG87lDQOFPIrc+TZynrDiOypC7cQgyHibNpMEUgghREaaP3d2o9HTVZXlaYym/SxKcZHWh2eMrSwxPBjAs8ZWlkY9RBoSxOAO09y0mMNUNr/ZjsLBtqSy4XulYUGx0vA2NA5DMRYu0wrok6HTCtmVxskqh8MNN+8YdSwy6gljEMDgdaOWxUY9v1J2+mNloLIyACvuttZMmsB3bATfsRGsP2jkPGnD/YoVLahQhsL1vgXX+xY+ML/PozzKqvBPEAKsnXrLXVpm/hQJIYTo1trSB9DjqW+0zFtXpinFOfTGhcbbRh0A60nOyOwABgGiVMdTRZrUpA3HzkVafsZPbA7gViZOV7042sjiDaOWZYaHKOBBZ6XhYyW++P31xsQArAxQDQ+s9MLUar/O0DCdqrv8bLk+QPZzVnKetmEuj70vwyLDeIAHYAvovzIIDY8S2D9KcP8IgRFRIgN1kjD4vFuQBFIIIUTKtaUPoNudRWFRcfx5VWU5ut51+6oppfi96kWObuJNoxYv+g6jlBXWhpHLtp1GLdvQsKHIz7ZTXufHj47fMPCjE0DHh06A2PNgM/WXR6gszlS9MKV4CcKOylVmzlF5HGtk87pRw+eGr6EX53ZbibIVP18Z/nhS6UaLJ5W7KSu/wtFs4qz3Nqi5NEjNRUFcb1vIfcKG/fPtaZEWVNi/MGP/wsy2BbejvfSGhDJKcESEwP7RJuftKSSBFEIIkZEmXjilUaI5auTwblEjebSWzZFGFgraPAJaKRicm8sabw1GK/30dMOIJ5N+dFxo9MrQJuu2KlQWJqt8LjAMNhFmvRFiAyF+afga2Clp9qDzPQG+NwJgxGbs2R0b+yoH+yoHxVgav+8W8P4ujPd3YSbtfzp7bxnGb+2Hc2rfsVjXNm4iN1VruD7Q4kspAnxkWsa3fMuW2q3kPmwjUqwT6asTKTaI9NW7bTN41/6pEkIIIbqg1ga+dPS8ThTOTpzoMF19U81K0R8r/dX2jEw3DKqIsN4IsZ5Q/Ou2dbwBdOB/BPmfEeSfRg29MbFPQzI5FDu2HWonf7D8wP+xiJdyX+HXS45Cq1bY/mvC/pUJ25dm7F+aMFU3fm8HRQcxiEHgB2Y2jTuSvy2h3J5Unhg4gWdYkOy3KKUkgRRCCCFEm2VS31RNKQqxUKgsjCQ2LZFhGNQQ5cwrJ8PQ3ck78jCcg3eLH7OVKB8aHj40PJiBodjZVznYRzmanF/vZeA/PIL/8AgQG6VtXq9h/9KE7SsT9q/M8HkEOy1PEG+u0jBXafD19m1P8DincBIXc2mS3onUkwRSCCGEEG2W6X1TlVL0woxn2UoqXn6N1bfdi2Ngf3ofMZq8Iw8j79CDMcyxpukI8C0BvjUCYFQz+B+P4nr7fcIfftLCySEyUMczUMczNraKzmEH7gMVUQaqgQzP2YfiaDHF0WJGDTyMIfYhmMs0TJWx0d47yiW3E9+FzicJpBBCCNFg/tzZ8dHhqZzsuyvpan1TNU0jOxgl8s6HVLzzIcdfPJWRF5zLN4afjz1VhFzbax5tuw1gwMUT4OIJ3BHdxCjlZqRytTp6XVc6FWxik7GJj2s+jm+fevx1XH7l9bEnYTBXKsxlGuYyjTv/chPP1z0HJDZBeiaRBFIIIYRo8MS8OfFl+SSB7B5amuB9hHKy9fF5PPnOq+QdcRh5R4wm+9f7okyxpG4NIdYYW3nBqObXysko5WIv7C32X211zXULREoMIiVRIMrzt71ARV0FhRQ3PVEXIQmkEEIIIXqkLHcW7moPwVfepuyVt/k+EiD/dyfQ76zfYx8yGIAQBh8bXj42vPTBxG+Um1HK3WRC9lStuZ4pJIEUQgghRI/UXHP8xieeJfzWBzy38guWGV4+Mbz4GkZ1bybKG0Ytbxi1DMXOKOVC2TJnWchUkgRSCCGEECmVqX1Nd1whaaCyMVDZ+KPRi68MH8sMD9/vMOvkKgKsMgIM+fcz9P5wBazbyHeGnwFYyWrrEotdmCSQQgghhEipTO1r2lwsFqUYqVyMxMVWI8JHhpflhofKhnVxTG4XBScdA8AsPbZg+c5LLK549nmefeC++Dm76rruO5IEUgghhBCiDXorMyepHE40svkfQZYbHj4zfE2WkGyyxOJZR7P70SOo/+4HPN+uovc337Hl/SXpuYkkkQRSCCGEECIBSin2xM6eys65hkEFYX5pWAVn2xKL/p2SSmt+HnmHjybv8NEAVL75LltueyAd4SdFl0ggn3rqKe655x6OOeYYZs2a1eT1FStWcM011wCwfPnyRq+98sor3HDDDc2e94EHHuD4449PfsBCCCGE6BFMSlGMlWJl5TcN23ZcYvGXHZZY9OywxKK1ID89ASdJRieQNTU1XH/99Xz33XfYmhnlFI1Geeihh3jyySfp06cPgUCgxXMtW7asybacnJykxiuEEEII0dISi1uJsp4Qf53xd9a99ga5XXgi8c5bbT0J3nzzTXw+H6+99lqzyd7q1at5/fXXeeaZZxg5cmSr58rPz2/ysFqtrR4jhBCie5s/dzajRg6PP7rD4AaRmZRS5CkzI5STmlffIripIt0hdUhG10COGTOGs846C5Op+Qy9sLCQV155hdzc3NQGJoQQolvweOozehm+nmr+3Nk8MW9O/LnP62G/EQdw2JijMmrUdk+W0Qlk//79W329s5uglYo9Msm2eDItLpEaUv49W08vf7XD17a8B23ZPysri6Ki7cvJVVaWo+t6m6/RnrjaI5PLvj33v6tjvM0k9suWfMDPP/3IpIvalkCmolzaK+Gf5RSUf6LnzugEMplmzZrFokWLqKqqon///kyePJnjjjuu1WMGFeficrlSFGFiBhXnpjsEkUZS/j1bTy1/k0nFvw4uyU3K/rfffCO333xj/Hm/fv0oLS1t8zXaE1dHZGLZt+f+d3XMwH4FlJSUxJ9v2rQJXdcztlwS1d7YOrP8vV5LQvt3+wTSbrdTUFCA2Wzmrrvuwu/38/LLL3PZZZcxc+ZMxo4d2+Kxa8tqcDrDqQu2DZSK/QCtLavBMHa9v+hepPx7tp5e/tGoEf+6prQm6fun8phEZXLZd8Z7NvaMCYw9Y0L8+agDh1NeXpZx5dJeicaWivL3+bwJ7d/tE8gTTzyRE088sdG2Aw44gF9++YWHHnqo1QTSMMi4X9RtMjk20fmk/Hu2nlr+xg5f23L/ie6fymPaKxPLPhXvWaaXS6LaG1tnln+i583oUdidaejQoVRUdO0RUEIIIYQQ6dDtE8i5c+cye/bsJtu/+eYbBg0alIaIhBBCiO6nqrK80ZRI8+c2/ewV3UdGN2HX1NQQDsf6IEajUYLBIFVVVUBs5Fw0GsXn8wEQCATQdT3+ut1uJysrC4fDwX333Yeu65x44olEo1Gef/55vv76a+6555703JgQQgjRzei63mjktMdTn8ZoRGfL6ARy6tSprFy5Mv68vLycRYsWATBjxgxKS0t5+OGHGx0zenRsjclx48Zx5513cs455+BwOHj22Wd58skniUaj7LXXXjz44IO7HIUthBBCiLbRNI38gqL4c7c7K43RiM6W0QnkwoULd7nP1KlTd7nP6aefzumnn56MkIQQQgjRjPyCIpZ/+l26wxAp0u37QAohhBBCiOTK6BpIIYQQoq12Xv5O1rUWovNIAimEEKJbkHWthUgdSSCFEEJ0C253FoU7rGtd1bCutRAi+SSBFEII0S1MvHAKEy+cEn8+auRwqZEUGWnC5EvweOq79Eh1SSCFEEIIIVJox390uioZhS2EEEIIIRIiCaQQQgghhEiIJJBCCCGEECIh0gdSCCGESIDMN9lYdxgQIhInCaQQQgiRAJlvsrFMGRAiiX1qSQIphBBCJEDmm8xMktinliSQQgghRAJkvsnEpaJ2UBL71JIEUgghhBCdKhW1g5LYp5YkkEIIIYToVFI72P1IAimEEEKITpWs2sGqynJGjRwefz5h8iUZM4inp5EEUgghhBBpkWhCqOt6o8TT46nv1PhEyySBFEIIIURaJJoQappGfkFR/Hlrc0/K/JSdSxJIIYQQQqTUhMmXsPTDRfz3y89xutzx7btK9vILilj+6XdtuoY0bXcuSSCFEEKInUhfu861c5/IXZHaxMwjCaQQQoguJRXJXSJNq5LcdD5J3jOPJJBCCCG6lFQMpEikr50kN6InkgRSCCFEl5JIctdeifS1E6InkgRSCCFEl7BjU7HU+gmRXpJACiGE6BJSkTRKf0Yh2kYSSCGEEKKB1GwK0TZaugMQQgghhBBdiySQQgghhBAiIZJACiGEEEKIhEgCKYQQQgghEiIJpBBCCCGESIgkkEIIIYQQIiGSQAohhBBCiIRIAimEEEIIIRIiCaQQQgghhEiIJJBCCCGEECIhkkAKIYQQQoiESAIphBBCCCES0iUSyKeeeoq9996bK664otnXV6xYwahRoxg1alSzr5eXlzNt2jRGjhzJvvvuy/jx4/nyyy87M2QhhBBCiG4roxPImpoa/vznPzN//nxsNluT16PRKPfffz8XX3wxdru92XOEQiEuuOACNmzYwPz583nppZcYNGgQEyZMYMOGDZ19C0IIIYQQ3U5GJ5BvvvkmPp+P1157jZycnCavr169mtdff51nnnmGkSNHNnuOt956izVr1nD33Xez7777stdee3HzzTeTnZ3NvHnzOvsWhBBCCCG6HXO6A2jNmDFjOOusszCZTM2+XlhYyCuvvEJubm6L51i6dCkDBw5k8ODB8W1ms5lDDz2UJUuWJDtkIYQQGWLC5EvweOpxu7PSHYoQ3U5GJ5D9+/dv9fXmaiV3tnbt2mbPM3DgQF555RX8fj8Oh6PdMQohhMhMEy+cku4QhOi2MjqBTAav10u/fv2abHe73QDU19e3mEAqFXtkkm3xZFpcIjWk/Hs2Kf+eS8q+Z0tF+Sd67m6fQHbEoOJcXC5XusNo1qDi3HSHINJIyr9nk/LvuaTse7bOLH+v15LQ/t0+gczKysLr9TbZXl9fj1KK7OzsFo9dW1aD0xnuzPASplTsB2htWQ2Gke5oRKpJ+fdsUv49l5R9z5aK8vf5muZKren2CeTgwYP54osvmmxft24dJSUlLU7/A2AYZOwvaibHJjqflH/PJuXfc0nZ92ydWf6Jnjejp/FJhsMPP5wNGzbw888/x7eFQiGWLl3KEUcckcbIhBBCCCG6poyugaypqSEcjjUhR6NRgsEgVVVVQKxpOhqN4vP5AAgEAui6Hn/dbreTlZXFsccey7Bhw7j22muZPn06breb2bNnEw6HmTRpUnpuTAghhBCiC8voBHLq1KmsXLky/ry8vJxFixYBMGPGDEpLS3n44YcbHTN69GgAxo0bx5133onZbObxxx9nxowZTJw4kVAoxIgRI1i4cCFFRUWpuxkhhBBCiG4ioxPIhQsX7nKfqVOn7nKfPn36cO+99yYjJCGEEEKIHq/b94EUQgghhBDJldE1kOkQjUbj32/eXIXT6UtjNE0pBW5LiM2ba2UkXg8k5d+zSfn3XFL2PVsqyn/HaXx2zIVaIgnkTjZs2BD//shRI9IYiRBCCCFE6m3YsIHhw4e3uo80YQshhBBCiIS0qQbys88+o3fv3gwePBiAZ599lueee46ysjJKSko4++yzOeuss5Ia2MaNGznqqKNafH3GjBmsXLmSV199tdnXP/roI3r37g3ERm/feeedLF++nGAwyN57780111zDiBFNaxj79+8f//7jL3/C6XR28E6SS1Yj6Nmk/Hs2Kf+eS8q+Z0vNSjQ+DhmxJ9A4F2pJmxLI6dOn89e//pXBgwfz7LPPcs8993DuuecyePBg1q5dy7333ouu65x99tkdi34Hffv2ZdmyZU22f/TRR9x4440ceOCBrFy5khEjRvDQQw812a9Xr15AbNLwCy64AKfTyfz587HZbCxYsIAJEybw+uuvN3mTTCZT/Hun04nTmVlrYSsFLpcLpzMsf0R6ICn/nk3Kv+eSsu/ZUl3+O+ZCLWlTArl+/fp4ovXSSy/xt7/9jXHjxsVf32uvvXjggQeSmkCaTCby8/MbbQuHwzzyyCOcd955DBgwAACLxdJkvx299dZbrFmzhrfffjteg3rzzTezbNky5s2bxy233JK0mIUQQggheoI29YF0uVxUV1cDUFlZybBhwxq9Pnz4cDZt2pT86Hby9NNPU1dXx5///Oc2H7N06VIGDhwYTx4BzGYzhx56KEuWLOmMMIUQQgghurU21UCOGTOGZ599lhkzZnDwwQfz9ttvM3To0Pjrb731FrvttltnxQjE2uYff/xxJk+ejNvtbvNxa9eubbYtf+DAgbzyyiv4/X4cDkezxyoVe2SSbfFkWlwiNaT8ezYp/55Lyr5nS0X5J3ruNiWQV111FWeddRbjx49nv/3246mnnuLTTz9l9913Z+3atXz11VfMnj27PfG22Ysvvoiu65xxxhmNtm/dupXrrruOzz//HI/Hw3777ce0adPitaRer5d+/fo1Od+2JLS+vr7FBHJQcS4uV2b1gdxmUHFuukMQaSTl37NJ+fdcUvY9W2eWv9drSWj/NiWQ+fn5vPrqq8ybN49FixZhGAZff/015eXljBgxgueff5599tmnXQG31YIFC/j973/fqPbR7XYTjUY58MADmTRpEuXl5cyePZszzzyTV199tVGzdXusLavB6Qx3NPSkkpF4PZuUf88m5d9zSdn3bKkZhe3d9U47aPNE4llZWVx55ZVceeWVCQfVUd988w2lpaVNpvX561//2uj5kCFD2G+//RgzZgzz5s1jxowZZGVl4fU2fVPq6+tRSpGdnd3idQ2DjP1FzeTYROeT8u/ZpPx7Lin7nq0zyz/R83ZoJZpAIMBXX33FunXrqKurAyA7O5vddtuN/fffH7vd3pHTx73//vvk5OQ0O2/jzrKzsykpKaGyshKAwYMH88UXXzTZb926dZSUlCQtRiGEEEKInqJdCWRtbS2zZs3iX//6F4FAoNl97HY7Y8eOZdq0aeTk5HQoyI8//ph999230bxEoVCI2267jVGjRnHcccfFt9fU1LB+/XoOPvhgAA4//HD+9a9/8fPPP7PHHnvEj126dCknnnhih+ISQgiReSpqfdT6Q0225zisFOZk1uIQQnRVCSeQdXV1nHXWWaxZswaHw8Ghhx7KbrvtFu+b6PF4WLduHV988QXPP/88n3zyCS+88AJZWVntDnLNmjWccsopjbZZrVaqq6v561//it/v54ADDqCqqopZs2ZhMpn405/+BMCxxx7LsGHDuPbaa5k+fTput5vZs2cTDoeZNGlSu2MSQgiReSpqfZwz9wNCUb3Ja1aTxsILj5AkUogkSDiBfPjhh1mzZg3nn38+U6dObXGUstfr5cEHH+Tpp59m9uzZXH/99e0KUNd16urqmk1A77rrLh599FHmzJnDpk2bsNvtHHDAATz33HMMGjQIiM35+PjjjzNjxgwmTpxIKBRixIgRLFy4kKKionbFJIQQIjPV+kOEojrK5kJp21utDD1KKOil1h+SBFKIJEg4gXz//fc55JBDdpkQulwubrjhBn744Qf+85//tDuB1DSNH3/8sdnXHA4HV1xxBVdccUWr5+jTpw/33ntvu64vhBAifVpqjobWm6SVZkKZGn/EydgTIZIn4QSyqqqKk08+uc3777///nz55ZeJXkYIIUQP11pzNEiTtBDplHACmZuby9q1a9u8/+rVq8nNzU30MkIIIXq4lpqjQZqkhUi3Nq2FvaPRo0fz/vvv8+yzz+5y32eeeYbFixdz2GGHtSs4IYQQYltzdKPHTgmlECK1Eq6BnDZtGh9++CG33XYbTz75JKNGjWLQoEGNRmGvXbuW5cuXU1paSl5eHpdffnnSAxdCCCGEEOmRcAJZWFjICy+8wPTp01m+fDkvvPACaqcVuI2G6cxHjRrF9OnTKSwsTE60QgghhBAi7do1kXj//v2ZP38+GzZs4OOPP2bt2rV4PB4gtj71oEGDOOSQQ+jfv39SgxVCCCE6g0w+LkRiOrSUYf/+/SVJFEII0WaZmKjJ5ONCJK5DCaQQQgjRVpmaqMnk40IkThJIIYQQKZHpiZpMPi5E2yU8jU+iZs6cydFHH93ZlxFCCNFFNJmWR6bkEaLL6fQEsqamhtLS0s6+jBBCCCGESJFOTyCFEEIIIUT3knAfyGuvvTah/WUdbCGEEEKI7iXhBPL1119HKRWfLLwtdp5oXAghhBBCdF0JJ5Aul4uioiL+/ve/t2n/uXPnsnz58oQDE0IIIYQQmSnhBHLo0KGsWrWKgw46qE37v/rqqwkHJYQQQgghMlfCg2iGDRuGz+dj/fr1nRGPEEIIIYTIcAnXQI4cOZLPPvuM8vJyBgwYsMv9jzrqKEpKStoVnBBCCCGEyDwJJ5DHHXccxx13XJv3P/roo2UicSGEEEKIbkTmgRRCCCGEEAmRBFIIIYQQQiREEkghhBBCCJEQSSCFEEIIIURCJIEUQgghhBAJkQRSCCGEEEIkJOFpfFLpyCOPpLS0tMn2IUOG8OabbwLw2WefMWvWLL799lssFgujR4/mhhtuoLCwML5/eXk5d955J8uXLycYDLL33ntzzTXXMGLEiJTdixBCCCFEd5HRCSTAhAkTmDBhQqNtZnMs7DVr1jBx4kROOOEEbr31Vqqrq5k5cyaTJk3ilVdewWKxEAqFuOCCC3A6ncyfPx+bzcaCBQuYMGECr7/+Ov3790/HbQkhRJdXUeuj1h9qsj3HYaUwx5mGiIQQqZLxCaTT6SQ/P7/Z1+bNm0evXr247bbb4knlnXfeyQknnMC7777LySefzFtvvcWaNWt4++23GTx4MAA333wzy5YtY968edxyyy0puxchhOguKmp9nDP3A0JRvclrVpPGwguPkCSym5N/IHq2jE8gW7Ns2TLGjBkTTx4BBg8eTL9+/ViyZAknn3wyS5cuZeDAgfHkEWI1mIceeihLlixJR9hCCNHl1fpDhKI6yuZCaab4dkOPEgp6qfWHJInoxuQfCNFlE0iv10tlZWWz63EPHDiQNWvWALB27dpmm6kHDhzIK6+8gt/vx+FwNHsNpWKPTLItnkyLS6SGlH/PlknlH49FM6FMjT9KDJr/+7mruHc+pi33megxyYgrHTKp7AHqAq3/A1EXCFGUKwlksqSi/BM9d8YnkN999x2TJk1i1apVmEwmxowZw+WXX04kEgHA5XI1OcbtdscH33i9Xvr169fsPgD19fUtJpCDinObPX8mGFScm+4QRBpJ+fdsmVD+Xj3a6uslBVkMLsnt0DG72r89xyQjrnTKhLKH7e9ZS/9AZNJ71p10Zvl7vZaE9k9aAllTU8OqVavYunUrJ554IgCBQAC73d7uc/bq1QuPx8OECRPo168fP/zwA/feey+ff/45TzzxRLJCb9HashqcznCnXycRSsV+gNaW1WAY6Y5GpJqUf8+WSeVfWlm/y9ddO9RMteeYXe3fnmOSEdc2qewDmEllD+1/z0T7pKL8fT5vQvt3OIFcs2ZNfIocXY/1hTjxxBMxDIOjjz6av//97xxzzDHtOvc///nPRs/33HNP8vPzueCCC1ixYgUAHo+nyXH19fXk5OQAkJWVhdfb9E2pr69HKUV2dnaL1zcMMuIXtTmZHJvofFL+PVsmlP+urt9cjIke05Z7TPSYZMQF6esDmAllvy2OXb2eCXF2N535viZ63g5NJL527VrOOussli5dSjQaxdjh6jU1NWzevJkrrriCL7/8siOXaWTo0KEAVFZW0rdvX3755Zcm+6xbt47dd98diA2qaWmfkpKSDtWQCiGE6Jl2HESkObLjD2VzEYrqzdZMCtGddCiBvP/++6mtraVfv35cffXVOJ3b/9sym83ss88+RCIRHn/88YTPvXr1aq699lpWr17daPs333wDwG677caYMWNYunQp4fD2Zubvv/+esrIyjjzySAAOP/xwNmzYwM8//xzfJxQKsXTpUo444oiE4xJCCCG22dYHMP6QZlvRQ3Qogfzkk09QSvHkk08yadIkrFZr/LWsrCzmzZuHyWTiv//9b8LnLioq4tNPP2XatGksX76cDRs28P777zN9+nSGDBnCkUceyaRJk/B6vdx4442sXbuWr7/+mhtuuIH99tuPo446CoBjjz2WYcOGce211/L111+zZs0abrjhBsLhMJMmTerI7QshhBBC9EgdSiC9Xi92u73ZUc4QSyJNJhO1tbUJn9vlcrFw4UKGDh3KDTfcwAknnMD06dMZPXo0CxYswGKx0L9/f55++mnKyso49dRTmTRpEkOHDuWxxx5D02K3Zjabefzxxxk0aBATJ05k3LhxbNmyhYULF1JUVNSR2xdCCCGE6JE6NIimsLCQ0tJSli5dymGHHdbk9QULFhAKhSguLm7X+fv168fdd9/d6j777LMPzzzzTKv79OnTh3vvvbddMQghhBBCiMY6lEAeccQRLFy4kIsvvpiRI0fGRztfdtll/O9//2PdunUopaSvoRBCCCFEN9KhJuyLL76Y4uJiIpEIH3/8cXxy7/fee49169ZhGAaFhYVcfPHFSQlWCCGEEEKkX4cSyN69e/Piiy9y0kknYTabMQwj/jCbzZx00km88MIL9OnTJ1nxCiGEEKILqqj18VN5TbOPilpfusMTCerwROLb+heGQiHWrFmD1+vF7XYzaNCgRqOyhRBCCNEztTbxOnTu5OuicyRtKUOr1Rqf5FsIIYQQYpsdJ17fea5MQ48SCnqp9YckgexCOpxAejwe/v3vf/PLL79QU1PTaDWabZRS3HHHHR29lBBCCCG6sG0Tr+9MVj3sejqUQH722Wdccskl1NfvesF7SSCFEEIIIbqHDiWQt912G3V1dbvcTynVkcsIIYQQQogM0qEEcs2aNSilGDNmDOeccw7FxcUycEYIIYQQopvrUAJZUFBARUUFDz30EBaLJVkxCSGEEEKIDNaheSDPPfdcwuEwP/74Y7LiEUIIIYQQGa5DNZDnnnsuNpuNyZMnc9xxxzFkyBBcLlez+44dO7YjlxJCCNGJKmp91PpDTbbnOKwytYoQookOJZBr165lwYIFVFdX88ILL7S4n1JKEkghhMhQrU3yLBM8CyGa06EE8uabb2b16tUopZqd/1EIIUTma2mSZ5ngWQjRkg4lkP/9739RStG3b19OOeUUGYUthBBdWHOTPEvVgBCiOR1KIF0uF+FwmJdeeom8vLxkxSSEEKIDpD+jEKKzdSiBPOWUU1iwYAG63vzi6EIIIVJL+jMKIVKhQwnkNddcQyQS4fzzz2fy5MkMGzaMrKysZvctLi7uyKWEEEK0gfRnFD2d1MCnRocSyP33359wOAzADTfc0OJ+Sim+//77jlxKCCF6pB0/DJUCrx6ltLIew2j9A1H6M4qeSGrgU6dDCWQo1DTDF0IIkRytfRiCfCAKsTOpgU+dDiWQ48aNS1YcQgghdtLShyHIB2JXJc2rqZGKGvhEy7Kl/Vs7JpN1KIGcMWNGsuIQQogeoT0JRHMfhiBN0l2NNK92H4mWZXdsTehQAimEEKLtJIHo2aR5tftItCy7Y2tChxLIo446apf76LpOIBDgo48+6silhBCiy5MEQkDnN69KM3nqJFqW3ak1oUMJZGlpabPLGCqlAOLbtz0XQgghI6RF55FabpEqHUogW5rbsba2Fq/Xi9lsZr/99mtxbsi2ePnll1m4cCHr168nNzeXUaNGccUVV5CXl8dDDz3Eww8/3OJx++yzDwB1dXXMnDmTxYsX4/F42GOPPbjssss44ogj2h2XEEIIkWmkllukSocSyMWLF7f42qpVq7j11lux2Wzcf//97Tr/k08+yV133cU111zDUUcdxS+//MJNN93EmjVrePbZZwEoKiri5ZdfbnJsr1694t9PnTqV0tJS7r//fvr06cPrr7/OlClTWLhwIQcccEC7YhNCCCEyVXep5e5uI5e7k04bRDN06FDmzJnDoYceyj333MNf//rXhI43DIP58+czduxYJkyYAMDAgQOZMmUKN910Ez/++CMAJpOJ/Pz8Fs/z6aef8vHHHzN//nwOPvhgAK644go+/vhj5syZw/z589t5h0IIIYToLN1x5HJ30qmjsN1uNxaLhXfeeSfhBFIpxZtvvonJ1Hi0UmFhIQBer7dN51m2bBl2u51DDjmk0fbDDjuMRx55hFAohNVqTSg2IYQQIhW21cDtvAoRdP8auO44crk76ZQEMhwOs3HjRh599FECgQC63vx/D7uSm5vbZNuiRYtwOp3sueeerFixYpfnWLt2LX379sVsbnyrAwcOJBKJsH79evbYY492xSeEEEJ0FqmBi+lOI5e7kw4lkMOGDdvlPkop9txzz45cJm7x4sW8+OKLTJs2LT4wJxAIcMstt7BixQqqq6vZc889ufTSS+PN1R6PB5fL1eRcbrcbgPr6+lZijz0yybZ4Mi0ukRqZVv7dabqQVNzLrspt5785bSnnRI9p7u9aph7T0++/LrDrGri6QIiiXGejcyQaV3tkQlm255iW7j/R3/9U3H9z1+vMv/2JnrtDCeTO0/c0x2azcdVVV3XkMgC8/fbbXHPNNZxyyilcdNFFADidTux2OwMGDOCMM86gpqaGJ598kvPPP5+nn36agw46qEPXHFSc22zymQkGFeemOwSRRplQ/qVbvZxz9/8RjESbvGYzm/jwb6dS0jszf392lqp78epNz7+jkoIsBpfktnn/9hyz8/6ZfIzcf2z/1mrgknH/EPsd2OoNNNne22Vv9mc/E8qyPcc0d//t+f1Pxf03pzP/9nu9loT271ACOXLkyGa3K6XIzc1l0KBBjB8/Pt5vsb0WLlzIHXfcwfjx47nxxhvj80pOnDiRiRMnNtr317/+NccffzwPP/wwCxYsICsri9LS0ibn3FbzmJ2d3eJ115bV4HSGOxR7sikV+wFaW1ZDG/J30c1kUvn/VF5DMBJtdrqQYNDLN2urCPoz6/enJam6l9LKlls8tr3u2uH6u9q/PcfsvH8mHyP3n5r7r6j18afHWp478pmLmjaTZ8K9tOeY5u6/Pb//qbj/HaXib7/P17axJdt0KIFcuHBhRw5vk+eff57bb7+dq666ismTJ+9yf4vFwh577MG6desAGDx4MB988AHhcBiLZXt2vW7dOiwWCwMGDGjxXIZB2j+kW5LJsfUk6WrCzYTy33b9lqYLyYQY2ypV97Krc+x8nbZcM9FjmruXTD1G7r/1/dtzTHNx1fhanzuyxheiINvZ5DzJjCtVx7RWLon8/qfi/tu7T3slet6MXgv7o48+4pZbbuH666/n/PPPb/L6zJkzGTBgAGeddVZ8WygUYtWqVfH+mYcffjhz5sxhxYoVjBkzJr7fokWLOOywwxollUIkor0rPnSnfoNCiO6ju8wdKVIjoQSyrKys3RdqadWalhiGwa233sqIESM46aSTqKqqavS60+n8//buPS7mfP8D+GuamSQ2stGhFTZMSbZ1d1zXZa3YImedtS6rFeJkdRArFqnkFrktu9a6leXgobU4S/E4HI77ukQ6CLlVrjEjmZr5/P7wm+/WWo7pMtPMvJ6Ph4fMJZ+vd2Ze87lCCIGYmBjodDp07NgRGo0G3377Le7du4cFCxYAAN577z188MEHiIyMRGxsLOrUqYOEhARkZGRg9uzZJb4eqthMsflsSU584DFjRERkDYwKkF27di3RudYymQxpaWlGPefOnTvIyMgAAHTo0OGl+0NDQxEeHg4XFxf8+OOPWLBgAWQyGXx8fPDDDz8Um58ZFxeHefPmISwsDBqNBl5eXli9ejW8vb2Nvhaq+Ey99YUxn9p5zJh1YW8yEdkqo4ew32TldVlwc3OTTpt5neDgYAQHB7/2MVWqVEFkZCQiIyPLqnkm96rNZPlG9bKSbj5ryjDAoSLLx95kIrJlRgXIfv36lVc76DWs7Y2qJEGtJM8xZvPZiv5vzA8QFQ97k4nIlhkVIGNjY8urHfQa1vRGVZKgZopwV5H/jSt6uLV17E0mIltUZquwc3JycPHiRWg0Gjg5OaFp06aoUaNGWX17gnW8UZUkqJky3FXEf+OKHG6JiMg2lTpA3rp1CzNmzHjpXGqZTIaePXti+vTpcHZ2Lu1fQ1amJEGtIoY7U7L16yciooqjVAHywYMH+Oyzz3Dv3r2XFtcIIfDLL7/g8uXL2Lx5c4U9EpBKh6tQKyZTbGNERES2q1QBctWqVbh79y4AwNfXF82aNUPlypXx8OFDnDp1ClevXkVGRgbWrFmD0NDQMmkwvbnyDnecm1cxmXobIyIisj2lCpD/+te/IJPJMHny5D88KSY+Ph4rV67Enj17GCBNzNYXntiykm5jRERE9KbsSvPkrKwsKBQKDB48+A/vDwkJgVwux61bt0rz11AJFA0RdpWdpF+ySlWg1elfObxZEoa5edKvVxwGT6b1Ul1YGyIiKiOl6oG0s7NDQUEBtFotFIo/2G/PRJuO06sZs/CC8+aIiIjoTZQqQDZo0AAXL17EnDlzMG3aNNjb20v3abVaxMbGQqfToX79+qVtJ5UzzpujirwgqiK3jYjIFpUqQPr5+SEtLQ1btmxBcnIymjZtimrVqiE3Nxepqal48uQJZDIZevfuXVbtpXLCeXO2rSIviCrp5vPsTSciKj+lCpBDhw5FcnIyzp49i9zcXBw6dEi6zzB87evri6FDh5aulWQyxhz/R9bDlAuijO1NNLZt7E0nIip/pQqQ9vb2WLduHRYtWoStW7fi6dOn0n1VqlTBgAEDMG7cuGJD20RUcZX3ZuWl6el807axN52IqPwZHSCfPn1abFNwBwcHTJkyBZMmTcLVq1ehVqvh5OSEBg0aQC7nik8i+o25j6UE2JtORFQWjA6Q7du3R7du3eDv74+OHTvCzu7FTkByuRyNGjUq8wYSkfXhsYxERJbN6ACZn5+P3bt3Y/fu3ahRowb8/Pzg7+8PHx+f8mgfEREREVUwRm8kXq1aNQghIITAgwcPkJCQgAEDBqBXr15YuXIlbt++XR7tJCIiIqIKwugAeeTIEaxfvx5Dhw6Fm5ubFCavXbuGxYsXo0ePHhg0aBC2bNkCtVpdHm0mIiIiIjMyegjbzs4OrVu3RuvWrREREYH09HSkpKQgJSUF6enpEELg1KlT+PXXXxEVFYUuXbrA398f3bt3L4/2ExEREZGJlWobHwDw9PSEp6cnQkNDcfv2bSQnJ+PAgQM4deoUtFot9u7di5SUFKSlpZVFe4mIiIjIzIwewn4dNzc3DBs2DDExMZgwYQJq1aoFgGdiExEREVmTUvdAGqSnpyM5ORnJycm4fPkygN+Co5OTU1n9NURERERkZqUKkCdPnpTmPxpWXxtCo0KhQOfOnREQEIAuXbqUuqFEREREVDEYHSAPHDiAlJQU7N+/Hw8fPgRQfIja19cX/v7+8PPzQ/Xq1cusoaZS9Fry8vLM2JLf5D/Lg77gOSDPL7b5stAVQl/wHPnP8pCXpyzVc171+JI8pyzbZevXwuu37eu3pmvh9dv29ZfltdjK9RclkwFPnyqRl/cU5TUrsGjmeZOphzJh5ARFT09PyGSyYt/c3d0d/v7+8Pf3h7u7uzHfrsK5e/cuXF1dzd0MIiIiIrPIycmR1rG8SomGsIUQqFatGnr16oWAgAC8//77JWogEREREVkeowNkjx49EBAQgM6dO0Op/OOuVkvm4uKCnJwcAICjoyNkMpmZW0RERERUvoQQ0jC2i4vL/3y80UPYRERERGTbynQfSCIiIiKyfgyQRERERGQUBkgiIiIrxBlqVJ4YIK0QXzSIiGxbamoqkpKSUFhYaO6mkJVigLQiOp0OACCTyaDX683cGjK1Z8+eYePGjZg/fz4SExOl3QTI9mg0GhQUFJi7GWQmx48fxyeffAIhBBSKMjuxmKgYBkgrkZeXh5EjR2LLli0AADs7O4ZIG6LRaNC/f39s27YNhw4dQkxMDKKioqBWq83dNDKx1NRUDB48GIcOHWKItEHHjx/HF198gYkTJyIwMNDczSErxo8mVmLTpk04fPgw7ty5A3t7ewQEBEgh0s6OnxOsmVarRXBwMFQqFWJjY6HX63Hs2DGMHj0affv2Rffu3c3dRDIBIQRkMhm2bt2K9PR0zJ07FwqFAn/+858hl8vN3TwygRMnTuCLL77AuHHjEBwcDAB/+B7A9wUqC/wJshI3b95EvXr1ULlyZSxZsgQ//fQTAPZE2oJz585Bp9Nh/PjxcHBwgFKpRKtWrdCkSRM4OjriyZMn5m4imYDh0IPMzEwEBASgVq1aiIiIwJEjRzgPzgZcvnwZQ4YMwZdffokRI0ZACIHCwkLY2dlBrVYjMzMTFy5cwKNHj2BnZ8e58lRqDJAWTgiBgoIC3LlzByEhIZg1axacnJywdOlShkgb8fjxY6SmpuLevXsAAKVSiapVqyI3Nxfx8fHo0aMHRo4ciV27dpm5pVTetFot9Ho9unXrhqioKClEHj16lCHSyt27dw8ODg64fPkytFotZDIZFAoFrly5glGjRiEoKAiDBg1C3759cfLkSc6Vp1JjgLRwMpkMSqUSzZo1Q6VKldC0aVNMmjSJIdKG1KxZE3Xq1MHatWtx4MAB3LhxA4GBgXBxcUHfvn0xbdo0/Pe//8WyZctw5MgRczeXyoler4dCoYCrqyv+9Kc/oV69epgzZw5cXV1fCpFFe5/4umAd2rRpgyVLluDgwYMYP348AOD27dsYOXIk6tevj/DwcEyePBlvv/02xowZg9u3b3MYm0qFRxlaIL1eD71eD51Oh0qVKgF48enzrbfegoODAwDgyJEjmD9/Pp48eYKxY8ciICBAen5mZibq1atnlrZT2Sk6j+mbb77Brl27kJmZiYYNGyI/Px8bNmyAi4sLZDIZMjIy8Je//AX9+/fHtGnTzNxyKisajQbAi15nw2uBYTcGw7zHy5cvIyIiAjk5OYiJiUHbtm2hVCoBvHjdqFmzphlaTmVFp9NJtdbr9fj3v/+N8PBwtGjRAt7e3igoKEBoaKhU80OHDuHvf/87goODMWrUKGnuLJGx+PHDwmg0GkRERGDw4MEYMWIE5s6dC7VajZo1a8LBwUF682jXrh3Cw8Ph5ORUbE7k4sWLERsbK73xkGXJz8/HsWPHALzoVTassh0zZgy+++47/POf/4SPjw9atGghBYPCwkJ4eHigXbt2uHbtmvQzQpbt9OnTGDVqFAYOHIhu3bph7ty5OH36NORyOeRyudSz2KhRI8yePRuurq6YOnUqTp48icLCQgwcOBBjx44181VQSV28eBGXLl2CXC6X/k/b2dmhY8eOmD9/Ps6fP481a9agSZMmUCqVUq9zy5Yt4ejoiOfPnwMAwyOVGAOkBXn69Cn69euH3NxcdOjQAfXr18c//vEPDB06FPv27YNWqy32YtKuXTtMnDgR1apVw8qVKzFy5EisXLkSf/vb31C1alUzXw0ZS6vVYtCgQZg5cyZSUlIAvOh5MoRINzc31K1bF1qtFg8fPoRGo4FMJpN6J7RaLRo2bMhhKytw7tw5DBs2DD4+PggJCcHHH3+MPXv2YMKECfjll18AFJ+20qhRI0RHR6NOnTqIiIhAYGAg1Go11q9fb87LoBLKzs5Gv3794O/vj4sXL74UIjt06ICoqCj069cPPXv2BPBbUMzNzcXbb78Nd3d3s7WfrIQgi6DX60VsbKwIDg4WWq1WCCFEYWGhOHfunPjoo49Ehw4dxPbt28Xz58+l+wxOnz4tfHx8RKtWrcTFixfN0n4qvezsbNG+fXvRtGlT0bt3b7F//37pPp1OJ329dOlS4enpKVavXi1u374tcnNzRVxcnGjVqpW4cuWKOZpOZUir1YqxY8eKadOmFbt93759YsiQIcLT01Ps2LFDur3oz8alS5eESqUSf/3rX6XXkYKCAtM0nMrMtWvXRPv27UW3bt1E8+bNxfnz54UQxV/3i9b9/v37QgghsrKyxKhRo0RgYGCxxxKVBLsiLIRMJsP169dRrVo1aS6LXC6Hj48PNm7cCGdnZyxYsAAHDx6EXq+HXC6XhiyOHz8OuVyOxMREeHp6mvMyqBQuXboEFxcXJCQkICcnB3Fxcdi/fz+AF70Ohh6I0NBQ9OzZE/PmzUNgYCCGDx+OpKQkrF27Fh4eHua8BCoDQgjcunULrq6uAF70LANA165dMX78eHTo0AFTpkxBcnIyABTrcY6Li4OHhwcSEhKgVCpRWFjIk0os0JkzZ+Ds7Izp06fD3d0dn3/+OS5cuPBSTyTw4nXj66+/Rvfu3RESEoLc3Fxs2rSp2GOJSoIB0gKI/9/Py9HREY8ePSo2f1Gv18PZ2Rnr16+XVl7n5uYCeBE6N2/ejGXLlmH9+vVo1KiRma6AyoJSqYSDgwPee+89rF27FllZWcVCpFwul4az4+PjMWfOHAQFBSEwMBAbN25EkyZNzNl8KiP29vZwcnLC0aNHpT8bVlf7+vpizJgx8PX1xeLFi5Geni49b+bMmTh9+jSSkpKgUCgYHi1YQUEB5HI5OnTogLCwMLi5uRULkUVX1levXh3dunVDjx49EBQUhMTEROnDAzeYp1Ixcw8oGSEpKUmoVCppeMowRGH4PS0tTbRs2VLExMRIz0lOThYZGRmmbyyVuStXrhQbmkxPTxfNmzcXfn5+Yt++fdLthmkMZH30er0QQoiEhATRvn17sXr1aum+okPRu3fvFm3atBHr1q2Tbrtx44b0GA5bW75ff/1V+vrAgQPC399ftGjRQhrONkxR+CMcvqaywB5IC9KnTx/06tUL06ZNw8mTJ4sdVSiEQOPGjREQEIBz585JvZTdu3fHu+++a+aWU1nw8PCQJsQXFBRApVJh48aNyM7OLtYTaW9vj6SkJGRkZAAAT5ywIoaFEH5+fnB3d0diYiJ27twJAFKvIgD06tULbdu2lXZfEEKgbt26UCgU0Ol07Hm0YIb/z76+vtLXnTp1woQJE6SeyPPnz0u9jDExMUhNTS32PdjzSGWBAdKCyOVyBAUFwcvLCyNGjMCpU6ek8GhYbevm5gaNRsMXCCtlb28P4MVwtk6ng0qlQmJiohQijxw5giVLluCrr76S5spymw7rYpi2EhcXB51Oh/j4eOzYsQPAixBp2J6lbt260jzJoj8DfG2wbIZaymSyYqfJFA2RQUFBuHDhAsaNG4fDhw/Dy8vLnE0mK8UAWcHk5+cjKyvrlfc3a9YMYWFhaNy4MYYPH47du3fj2bNn0v137txBvXr1GBos1P+qf1GGSfCenp5ITEzE/fv3ERwcjLVr12Lr1q3cpsNKGRZM1a5dG4mJidDr9YiPj8c333wDANKG4qmpqahVq5Y5m0omUPRc606dOmHy5MmoW7cu+vfvj8zMTPz0009SzzNRWeJJNBWIXq/H6NGjkZqaih9//PGl02JEkRMDzp49i9WrV2Pv3r3o3r07atasCZ1Oh507d2Ljxo1cbW2B/lf9X8VwEsXUqVORkpKChIQELpiyEkVPGQGKvwYY7svOzsbUqVORnp4OJycnNGnSBLdu3YJarcaOHTugUCh42oiFel39X/fYgIAAODg4IDExkQumqNwwQFYghYWF2L9/P+Li4mBvb4+lS5eifv36xR5T9AVEq9Vi586d2LdvHx49eoR69eohKCgIjRs3NkPrqbTepP6vsnDhQqxduxabNm3iamsrYfi//vz5c6SlpeH9998vdjvwW2h48uQJTpw4gZSUFNjZ2aFmzZoIDQ1leLBgb1L/39Pr9QgKCkJ2djZ27tzJrZqoXDFAVjAFBQU4fPgwZs2aBUdHRyxbtux/hgitVgt7e3sUFBRI897IMpWk/tevX8fQoUOxfPly+Pj4mKahVK4MwVAIgZCQEOTk5CA8PBzt27cHUDxEFD0T/VXfhyyLMfUvKjU1FWvWrMHcuXMZHqnccQ5kBWFYPalUKtG5c2fMmDEDeXl5CA0NxfXr11/7XENoZHi0XKWpf/369bF7926GRyth2J/v2bNnSEtLgxACWVlZWL58ubT3o0wmk+a9GcLjH/UFMDxaHmPrX5SXlxcWLlzI8EgmwR7ICmbbtm1o06YN3nnnHRw4cACRkZFv3BNFls/Y+ht6IjjHzToY6qjRaNC/f394eXmhSpUq0Gq1+Pnnn+Hr64tx48ahXbt2xR5P1oH1J0vCAFmBHDx4ECNHjsQnn3yC0NBQuLq6MkTaENafgBfDl+Hh4bh9+zY2bNggbd20c+dOfP3111CpVAgLC0Pbtm0BMERYG9afLAWHsCuQTp06ITw8HFu3bsXSpUuRnZ390nBmZmamuZtJ5YT1JwDIy8vDzZs3oVKppGMKhRDo06cPoqOjcebMGSxZsgSHDh0CwH0+rQ3rT5aCAdIMhBAv7cllmAM3fPhwTJgwAVu3bsWyZcuKhQitVovBgwfjxo0b5mg2lRHWn4oy1N7grbfegrOzM44ePQqNRiPt4SeEQO/evfHhhx/i8uXL+P7773Hy5EkztZrKCutPlooB0oQMLxSGU2MAYNGiRbh27VqxjV6Dg4Olnqjly5cjKysLnTt3xqRJk+Ds7MxPnBaK9ac/olAokJeXh0WLFuHWrVsAXhxBqtFoMG/ePOTm5kKhUECv10MIgerVq6NLly44e/YsNm/eLIULskysP1msMj1Zm15JrVaLHj16iOXLl0u3/ec//xHNmjUTfn5+4saNG0KI4ofcL1y4UHh6eoqYmBjp/qdPn5q24VQmWH96nT179giVSiUmTJggHj58KIQQYvr06aJ169Zi5syZQq1WCyGEyM/PF+PGjRM5OTkiISFBqFQqce3aNTO2nMoC60+WiD2QJqDRaBAQEIB79+5hyZIlWLVqFQCgXbt2mDx5MrRaLUaNGoUbN25ALpdLPVV9+vSBi4sL1q9fj3Xr1kGn08HR0dGcl0IlwPrT/9K5c2dERUVh7969iIyMhFqtRmRkJLp27Yqff/4ZgYGBiI6Oxqeffopr166hRo0a8PDwgLu7O7fqsQKsP1kibhJVzvR6PWbMmIGWLVtizJgxWLlyJeLi4qDT6RASEoLPPvsMAPD9998jJCQEK1askI6wc3BwQGBgIN599114e3vzhcICsf70e4ZNootuAF6pUiUEBARAr9cjOjoaABAdHY3Y2Fh4e3tjz549OHbsGDw9PTF37lzY2dnhwIEDcHJygpOTkzkvh4zE+pPVMHcXqC24efOm9PWVK1fE5MmThUqlEitWrJBuT0xMFF27dhUffvihuHLlisjLyxOLFy8Ww4YNEwUFBeZoNpUR1p9+Ly8vT4SFhYlDhw4Vu/358+di06ZNwtvbW4wfP148ePBACCGEVqsVarVaPHjwQGzfvl189dVXolWrVuLixYvmaD6VEutP1oA9kCbwzjvvSF97eHhg5MiRAID4+HgAkHqi7Ozs8MMPP6B3795o2LAh7t69i3Xr1vE0AQvH+pP43V59R44cwcGDB5GZmQl7e3u0atUKAGBvb4+PP/4Yd+/exfLly1G1alUEBwejbt26UCqVWLp0KRISEtC8eXNs2LABKpXKXJdERmD9yRpxI3EzuXr1Kr777jskJSVh/PjxUqg4fvw4Tpw4gcePH2PgwIFo0KCBmVtK5YH1tw35+flwcHCQ/lw0SCQlJWHFihWoXLkyIiIi0Lp1a+lxp06dwrhx43D//n2EhIQgLCwMAPD48WMAL6Y3VKpUyXQXQiXC+pM1Y4A0o6IhYs6cOejbt690X9H5MWSdWH/rlpqaiqVLl6JXr17w8/OT3vALCgqkc+u3b9+OFStWwNHREVOmTEGbNm0AAGlpadizZw969OgBT09P9kJbINafrB0DpJllZGRg5syZcHZ2xrx586BUKiGXy3k8lY1g/a3T06dPERISghMnTgAAfHx80LZtW4wYMQJVq1Yt9uFg27Zt+Pbbb6FUKhEWFoamTZti1qxZqFq1KubPnw/gxR6iDBGWg/UnW8AuDjPR6/UAXsyJ8/Lywp07d6TwAPB4KmvH+ls3R0dHqFQqNG7cGFu2bEHDhg2xa9cu+Pn5IS4uDmfOnJEe279/f4wePRoKhQJjx47FgAEDkJ2djdmzZ0uPYXiwLKw/2QL+VJrJ/fv3UatWLQAvhjRq166NwsJCbtViI1h/62XoPQ4JCcH27dtx7tw5xMbGIisrC6tXr0Z6ejrWrFmDIUOGwNvbG/7+/ujXrx+8vLyQlpaGvLw8DBw4UNoTlOHBsrD+ZCs4hG0Gx48fx5gxY+Dt7Y1KlSrh9OnT2LBhAzw9Pc3dNDIB1t/66fV6FBYWIjo6GlevXsWSJUtQo0YNAMCqVasQFxeHhg0b4tGjR2jQoAE+//xzNGvWDK6urtL3MOwXSJaH9SdbwCFsM6hduzYCAgJQuXJluLu7Y9OmTQwPNoT1t352dnawt7fHRx99hJMnT+L06dMAgD179iAuLg5RUVFYuXIlZs6ciby8PIwdO1aa72b4TM/wYLlYf7IF7IE0I51OB5lMxtW2Nor1tw1ffvkllEolWrdujRkzZmDixIkYPnx4sXmuu3fvRs+ePRkarBDrT9aKAZKIqBwlJiYiNjYWQghERETg008/lYLC7+e4cdjS+rD+ZK0YIImIytmwYcOgVquxbds2czeFzID1J2vEsTMionJi+Hz+wQcf4PHjxzh16lSx28m6sf5kzRggiYjKiWGeW/fu3fHkyROkpKQUu52sG+tP1owBkoionLm5uWHYsGFYs2YN0tLSzN0cMjHWn6wRdyglIjKBnj174ty5c1CpVOZuCpkB60/WhotoiIhMxHBKCVfb2ibWn6wJAyQRkQkZQgTZJtafrAUDJBEREREZhYtoiIiIiMgoDJBEREREZBQGSCIiIiIyCgMkERERERmFAZKIiIiIjMIASURERERGYYAkIiIiIqMwQBIRERGRURggiYiIiMgo/wfszRP+814d5QAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "setup = dict(type='ohlc',volume=True, mav=(7,15,22))\n", + "print('''=========\n", + " OLD \n", + "=========''')\n", + "mpf.plot(df.iloc[0: 40],**setup,width_adjuster_version='v0')\n", + "mpf.plot(df.iloc[0: 80],**setup,width_adjuster_version='v0')\n", + "mpf.plot(df.iloc[0:150],**setup,width_adjuster_version='v0')\n", + "print('=====================================================================')\n", + "print('''=========\n", + " NEW \n", + "=========''')\n", + "\n", + "mpf.plot(df.iloc[0: 40],**setup)\n", + "mpf.plot(df.iloc[0: 80],**setup)\n", + "mpf.plot(df.iloc[0:150],**setup)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "That's all well and good. But suppose we want to just tweak the results a little bit: make the candles or ohlc ticks or volume bars just a little bit thinner or thicker. In order to do that, we need to understand that the algorithm cares about the widths of four main things (as we have been implying), and those are:\n", + "- candles\n", + "- ohlc open/close ticks\n", + "- volume bars\n", + "- lines (mav lines, and `plot(data,type='line')` lines)\n", + "\n", + "The first three of the above four items is divided into two parts: (1) the width of the item itself, and (2) the width of its edge and/or associated lines (for example, the edge of the candles, and their wicks). More on these two parts later. For now let's focus on the four _main_ things, and how we can tweak the widths generated by the algorithm.\n", + "\n", + "We saw above that we can choose which algorithm to use via kwarg `width_adjuster_version`.\n", + "\n", + "Each \"width adjuster\" algorithm generates a \"width configuration\" that consists of the above three mentioned items (candles,ohlc,volume). To modify the width that comes out of the algorithm, we use kwarg **` scale_width_adjustment `**.\n", + "\n", + "We set **` scale_width_adjustment `** equal to a `dict()` containing one or more of the four keywords `candle`, `ohlc`, `volume`, or `lines`, where the *value* for each keyword is a number ***greater than*** or ***less than 1.0*** depending whether we want that object to be thicker or thinner.\n", + "\n", + "\n", + "**For example, suppose we want our volume bars narrower, but our candlesticks thicker:**" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "setup = dict(type='candle',volume=True,mav=(7,15,22),figscale=1.25)\n", + "mpf.plot(df.iloc[0:80],**setup)\n", + "mpf.plot(df.iloc[0:80],**setup,scale_width_adjustment=dict(volume=0.4,candle=1.35))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "---\n", + "\n", + "**Or perhaps we want our ohlc ticks and volume bars wider, and our mav lines thinner:**" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "setup = dict(type='ohlc',volume=True,mav=(7,15,22),figscale=1.25)\n", + "mpf.plot(df.iloc[0:80],**setup)\n", + "mpf.plot(df.iloc[0:80],**setup,scale_width_adjustment=dict(ohlc=2.0,lines=0.65,volume=2.4))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "### Manual customization of candle, ohlc, volume, and line widths:\n", + "\n", + "Now suppose we want to simply *override* what the \"width adjuster\" algorithm is doing, for one or more aspects of the plot. As a general rule, I would advise *against* doing this. But if you want to experiment, here is how.\n", + "\n", + "This is where we need to understand that each of the three items (candle,ohlc,volume) is subdivided into two parts. This gives us a total of six width configuration keywords:\n", + "\n", + "\n", + "\n", + "| Item | Keyword | Description\n", + "|:---- |:-------------- |:--------------------------------- |\n", + "| ohlc      | ohlc_ticksize      | horizontal length of left/right ticks \n", + "| | ohlc_linewidth | thickness of ohlc lines\n", + "| candle      | candle_width      | horizontal thickness of the candle body\n", + "| | candle_linewidth     | thickness of candle edge **and** its wick\n", + "| volume     | volume_width | horizontal thickness of volume bars\n", + "| | volume_linewidth     | thickness of edge surrounding volume bar                                                                                 \n", + "| lines     | line_width | thickness of mav lines, and line-plot lines\n", + "\n", + "We can override any one of the six keywords in the above table using kwarg **` update_width_config `**. We pass this kwarg a `dict()` containing one or more of the six keywords listed above. The exact value we pass in will be used instead of the value generated by the width adjuster algorithm. But for those items that we do not specify, the algorithm's value will be used (possibly modified by `scale_width_adjustment`). Note that values set by **`update_width_config`** are taken exactly, and are ***not*** affected by `scale_width_adjustment`.\n", + "\n", + "**A note of warning** about the values in the width configuration. These values can vary greatly depending upon the data, ***especially if the user sets*** ` show_nontrading=True `, which can cause large changes to the width configuration values depending on the frequency (intraday, weekly, monthly, etc) of the data.\n", + "\n", + "To mitigate the possibility of setting the width configuration to values that may not make sense, **you can see** the generated width configuration values using kwarg **` 'return_width_config' `**. Simply set this kwarg equal to an **empty `dict()`** and mplfinance will return the width configuration values in the dict. \n", + "\n", + "**For example:**" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'candle_linewidth': 0.7916666666666666,\n", + " 'candle_width': 0.777328125,\n", + " 'line_width': 1.4666666666666668,\n", + " 'ohlc_linewidth': 0.9583333333333334,\n", + " 'ohlc_ticksize': 0.51821875,\n", + " 'volume_linewidth': 0.65,\n", + " 'volume_width': 1.4115291666666667}\n" + ] + } + ], + "source": [ + "import pprint as pp\n", + "\n", + "setup=dict(type='candle',volume=True,figscale=0.75)\n", + "\n", + "wconfig = {}\n", + "mpf.plot(df.iloc[0:80],**setup,return_width_config=wconfig)\n", + "pp.pprint(wconfig)\n", + "\n", + "wconfig={}\n", + "mpf.plot(df.iloc[0:80],**setup,return_width_config=wconfig,show_nontrading=True)\n", + "pp.pprint(wconfig)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "---\n", + "\n", + "**Notice** in the next example, with intraday data, some of the width configuration values for `show_nontrading` are very different from those without `show_nontrading` ***yet the plots look almost identical.***" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'candle_linewidth': 0.7916666666666666,\n", + " 'candle_width': 0.00037082682292049183,\n", + " 'line_width': 1.4666666666666668,\n", + " 'ohlc_linewidth': 0.9583333333333334,\n", + " 'ohlc_ticksize': 0.00024721788194699454,\n", + " 'volume_linewidth': 0.65,\n", + " 'volume_width': 0.0006733744213032423}\n" + ] + } + ], + "source": [ + "idf = pd.read_csv('../data/SP500_20191106_IDayBollinger.csv',index_col=0,parse_dates=True)\n", + "setup=dict(type='candle',figscale=0.75)\n", + "\n", + "wconfig = {}\n", + "mpf.plot(idf.iloc[0:80],**setup,return_width_config=wconfig)\n", + "pp.pprint(wconfig)\n", + "\n", + "wconfig={}\n", + "mpf.plot(idf.iloc[0:80],**setup,return_width_config=wconfig,show_nontrading=True)\n", + "pp.pprint(wconfig)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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//KCEhAR17NhR+/fv14YNG/T1119f9rn69Ohcb8BtDeezf7x+1MdgkK/Pjy3u62NQZa13QHh3k/qGd27N6sGN+vTo7O4qwI1o//av9t9/P18f+fn6NPh7W/v7X/vY2nLdqyorVWmosLu/qrLSdrvm2Go/5nJTJzXl9WjJz39JibHJ23pssAwJCVFISIj69eunPn36aMaMGUpPT5dUfc1kXUVFRQoKcrwGIy0tTaNHj3a4LywsTJ988old2eDBg1VSUqKXXnpJDz74oHr06NFg/U7nXlTHjhUN3t+Scs4V2W5XWa3VA3b04+CdKqvVbttTORdbu4poZQZD9R+V07kXZWXwlteh/b1H7b//lsoqWSqrJFWHytq/12zblv7+d+s5UCezfxx93ZbqXrtdCi4zGKmmXQLMVzd58FKA+eoGX4/W+PyXlpY0eVuPCpZ5eXk6cOCAxo4dazdSe8CAAZKk7OxshYWF6cyZMw6P/frrrzV+/Hi7spKSEqWnp2vBggVNrsOgQdUXC589e7bRYGm1ym1/wK11f7HKvk/dWuduvmi8hjvfl3A/2r/9c6Z5+fvfevo6McK9b2R/Wa1SoKnpg5cCTUGXbcuW/Pw7s1+PCpZlZWWKj4/XI488ovvuu89WfuzYMUlSaGiooqKitGfPHlVUVMhorO6azczMVG5uriZNmmS3v4MHD6q8vFyjRo1yeK4PP/xQH374od20RZL0n//8Rz4+PvUOEAIAAKiruSPc2+PgJY8KlmFhYbr11lv14osvKiQkRGPHjlVOTo4SExPVrVs3TZkyRRMmTNDOnTu1ZMkSzZ07V0VFRVq6dKmGDx/usJJOzSjxiIgIh+cKDQ3V3/72N5WUlOj++++XyWTSxx9/rNdee00zZsxgWiIAANBk7TEkNodHBUtJWrFihbp3767k5GSdPXtWXbt21ejRoxUfHy+z2Syz2ayUlBQlJSUpJiZGAQEBio6O1qJFi2zzXdaouc6h7mTpkjRs2DC9+uqrSk5OVlxcnIqLixUeHq4HH3xQsbGxrXKsAAAA7YnHBUt/f3/Fx8crPj6+wW2GDRumrVu3XnZf8+fP1/z58xu8f+zYsXr11VebVU8AAADY87n8JgAAAMDlESwBAHCxw4cy1C8iWP0ignX4UIa7qwO0GoIlAAAAXIJgCQAAAJcgWAIAAMAlCJYAAHgArsv0biNGjtFX3+Trq2/y2/S8lwRLAAAAuATBEgAAAC5BsAQAAIBLECwBAADgEgRLAAAAuITHrRUOAIC3KCos0MmTJyRJXx7/wlZe+3ZkZH+ZzEGtXjc0X80Ib29EsAQAwA2KCgsUdd1wFRYUONz32KPzbbfNQUH6KP1zwiXaBE6FAwDgBidPnqg3VNZVWPBjrybg6eixBADAzTZu2qQhQ4balR09ekT3z5nT4GOOHj1iu+3n6yNLZZVdGeAOBEsAANxsyJChGjdunFOPaSx0Au7CqXAAANqIyMj+Mgdd/lpLc1CQIiP7t0KNAHv0WAIA0EaYzNUDeWqPJK8Z6LN67Qb1HzhIEiPJ4T4ESwAA2hCTOUgjRo5xKB8wcJCG11MOtCaCJQAALsCclADBEgCAK8aclEA1Bu8AAHCFmJMSqEaPJQAALmQymeXnZ//1arFYVFRU6KYaAa2HYAkAQB21r5dsSEPXS/r5+clo9G+pqgEejWAJAEAtjV0vWRvXSwKOCJYAANTi7PWSdaf+sVgsDtvWV1ZbfUsxsjwj2iKCJQAADWjOGt7NuZaS5RnRXhAsAQBoQFPX8K5ZarEpp89rllpszmPqGjFyjE5m56tveGedyrkoq/WyVQVaFMESAIAr1NhSi4lrN2hAPUstNucxgKcjWAIA4AKNLbVYX3lzHwN4MoIlAMCrHD6UoRk33yRJeufd3Y0GOAbVAM4hWAIA0AAG1QDOIVgCANq92hOef3n8C1t57ds11zK6alDNV9/kO1XH5jwG8DQESwBAu9bYhOc1g2Uk+wnPGVQDNA/BEgDQrjVnwnMG1QDNQ7AEAHiN5kx4DqDpCJYAAK/R1AnPATSPj7srAAAAgPaBYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAkmSG/jLBZL9Q2DVGkwqMpq/bEMAACgFREs27iiokJ3VwEAAEASp8LbpMjI/jIHBV12O3NQkCIj+9d73+FDGeoXEax+EcE6fCjD1VUEAABeiB7LNshkDtJH6Z/r5MkTkqQvj3+hxx6dL0lavXaD+g8cJKk6gJrMlw+gAICGjRg5Rl99k+/uagBtgscFy6qqKm3ZskXbtm1TVlaWOnTooPHjxyshIUHh4eGSpIyMDK1fv15HjhyR0WjUxIkTtXjxYoWGhkqSFi1apO3bt9e7//DwcO3Zs8eh/OLFi/r1r3+tq666qt77PY3JHKQRI8c4lA8YOEjD6ykHAABoaR53KjwpKUnPPfec7rvvPu3atUtPP/20jh49qtmzZ6u8vFynTp1SbGysIiIitH37dm3cuFG5ubmKi4tTRUWFJGnJkiXav3+/w8/gwYM1YcKEep83MTFRFy9ebMUjBQAAaF88qsfSYrHogw8+UFxcnGJiYiRJERERmjdvnhISEnT8+HGlpqYqODhYq1atkp9fdfXXrFmjqVOnKi0tTdOmTZPJZJLJZLLb944dO5SVlaXNmzc7PO++ffuUlpamm2++Wf/6179a/kDdpKiwwO70eY3atzl9DgAAmsujgqWfn5/27t3rUO7jU92xajQatX//fkVFRdlCpST17dtXPXv21L59+zRt2jSHxxcXF2vdunWaO3euunTp4nDfsmXLNG/ePF26dMnFR+Q5igoLFHXdcBUWFDjcV3N9plQ94Oej9M8JlwAAwGkeFSzrk5mZqeTkZEVHRysiIkLnzp1Tr169HLbr3bu3Tp06Ve8+UlNTVVlZqTvuuMPhvqeeekrBwcG65557lJyc3OR6GQzVP56gdjUaqtepkyfqDZV1FRYU6NTJExoxius025KaNveU9yRaF+3fOGdeFoPa3utI+3u31mh/Z/btscFy7dq1SklJUWVlpWbNmqWFCxcqLy9PktSpUyeH7QMDA5WTk+NQXlZWppSUFM2ePVsBAQF292VkZOjtt9/WW2+9JV9fX6fq16dH53rr4Q7ns3887d+jm0l9wzs3uk1QUJBdj69UfRlCwX+DZ3j3+vcBz9enR2d3VwFuRPvXr/bfPz9fH/n52g8vqP17W/77R/t7t5Zs/5ISY5O39dhgGRsbq+nTpyszM1NPP/20Tp8+rcTERKf3s2vXLhUUFGjmzJl25WVlZVqyZInuvvtuDR482On9ns69qI4dK5x+XEvIOVdku517vkinci42uo2Pr698/ezfJFVWq9229e0DnstgqP6jcjr3omo1JbwE7d+42n//LJVVslRW2d1f+/e2+PeP9vdurdH+paUlTd7WY4NlSEiIQkJC1K9fP/Xp00czZsxQenq6pOrrIusqKipSUD2ThqelpWn06NEO9z333HPy8/PTvHnzmlU/q1Ue8wGuXY2G6mWt+0vdbax17vaQY4NzPOl9idZH+9fPmZekLf/9o/29W0u2vzP79ahgmZeXpwMHDmjs2LHq1q2brXzAgAGSpOzsbIWFhenMmTMOj/366681fvx4u7KSkhKlp6drwYIFDtu/9957+vbbbzVy5EhbWVVVlaxWqwYPHqw//OEPevDBB111aAAAAO2eRwXLsrIyxcfH65FHHtF9991nKz927JgkKTQ0VFFRUdqzZ48qKipkNFafzs3MzFRubq4mTZpkt7+DBw+qvLxco0aNcniuV155xTbvZY3U1FT94x//0CuvvOIwehwAAACN86hgGRYWpltvvVUvvviiQkJCNHbsWOXk5CgxMVHdunXTlClTNGHCBO3cuVNLlizR3LlzVVRUpKVLl2r48OGaPHmy3f5qRolHREQ4PFefPn0cyrp06SKj0WjrIQUAeLbDhzI04+abJEnvvLu73hXJALQejwqWkrRixQp1795dycnJOnv2rLp27arRo0crPj5eZrNZZrNZKSkpSkpKUkxMjAICAhQdHa1FixbZ5rusUTPKue5k6QAA73T06JEmlQFoHo8Llv7+/oqPj1d8fHyD2wwbNkxbt2697L7mz5+v+fPnX3a7GvPmzWv2YB53GjFyjE5m56tveGedymFUIID27UpWEbt/zpyWryDgxTwuWAIA0JDmrCIWGdlf5qCgyy4SYQ6q3hZA8xEsAQBtxkknVhE7efKERowcI5O5OmTW7uWsCaGJazdowMBBkhru5QTQdARLAECbtHHTJg0ZMtSu7OjRI/We7jaZg+od2DNg4CAG/AAuRLAEALRJQ4YM1bhx49xdDQC1+Fx+EwAAAODyCJYAAABwCYIlAAAAXIJgCQAAAJdg8A4AwKuMGDlGX32T7+5qAO0SPZYAAABwCYIlAAAAXIJgCQAAAJcgWAIAAMAlCJYAAABwCYIlAAAAXIJgCQAAAJdgHksvZLFYmlQGAADgDIKlFyoqKnR3FQAAQDvEqXAvERnZX+agoMtuZw4KUmRk/1aoEQAAaG/osfQSJnOQPkr/XCdPnpAkfXn8Cz326HxJUuLaDRowcJCk6gBqMl8+gAIAANRFsPQiJnOQRowc41A+YOCgessBAACcwalwAAAAuATBEgAAAC5BsAQAAIBLECwBAADgEgRLAAAAuASjwtGoosIC2xRFDWGKIgAAIBEs0YiiwgJFXTdchQUFjW5nDqqeI5NwCQCAd+NUOBp08uSJy4ZKSSosuHyvJgAAaP/osUSTmExm+fnZv10sFgvrjgMAABt6LNEkfn5+Mhr97X7qBk0AbcPhQxnqFxGsfhHBOnwow93VAdCOXHGwfP/99/WHP/xB0dHRGjFihK181apVysvLu9LdAwAAoI1odpdTeXm5HnzwQX388ceSJKvVKoPBIEkqLS3V1q1blZ6ertTUVHXu3NkllQXQ/jDzAAC0H80Olps2bdK+ffskSZGRkTpz5owqKyslScXFxfL19dXp06e1efNmPfLII66pLYB2hZkHAKB9afap8J07d8pgMCgpKUm7du1SYGCg7b7u3bvrz3/+s6xWq3bv3u2SigJof5h5AADal2b3WObm5uqqq65STExMvfePGzdOHTp00NmzZ5tdOQBty5Wc1mbmgZZVu22+PP6Frbz2bS45AHClmh0sO3bsqMLCQn3//ffq0qWLw/3Hjh3TpUuXFBTEHynAG1zpae2amQfgeo21zWOPzrfd5pIDAFeq2cFyxIgR2rdvn+bMmaO77rpLFotFkvTRRx/p+PHjev3112UwGDRs2DCXVRaA53L2tPaIkWNc8ryHD2Voxs03SZLeeXe3y/bbnjS3bRhYBcBZzQ6WcXFx+vjjj5WZmamFCxfayv/nf/5HUvUocR8fH8XGxl55LQG0KRs3bdKQIUPtyo4ePaL758xxU41Qo6ltw8AqAM3R7GA5duxYrV69WitWrFBpaanD/R06dNDjjz+uCRMmXFEFAbQ9Q4YM1bhx49xdDdSjqW3jrh5oAG3bFS2dEhMTo+joaO3evVtffvmlSkpKFBgYqIEDB2rSpElcXwkA7QADqwA01RWvyWc2m3Xbbbe5oi5oRSNGjtFX3+S7uxoA2gAGVgFoqita0vHSpUt65plnlJycbFceFxenP/3pTyos5L9ZAAAAb9HsYFlSUqJZs2Zp48aN+vbbb+3uu3DhgrZu3apZs2bVe/0lAAAA2p9mB8tXX31VmZmZslqt6tChg919oaGhslqt+uqrr/Tyyy9fcSUBAADg+ZodLNPS0mQwGLR06VI99thjdvdt3LhRTzzxhKxWq/7+979fcSUBAADg+Zo9eCc7O1tXXXWVZs2aVe/9M2fO1Jo1a5Sbm9vsygFAfVieEAA8U7ODpb+/vwoLC5WTk6Pw8HCH+0+fPq3y8nKZzeYrqiAA1MbyhO0XqygBbV+zg+WwYcO0f/9+3XvvvYqLi9OQIUMUGBiogoIC/fvf/9Yrr7wig8GgIUOGOLXfqqoqbdmyRdu2bVNWVpY6dOig8ePHKyEhwRZgMzIytH79eh05ckRGo1ETJ07U4sWLFRoaKklatGiRtm/fXu/+w8PDtWfPHklSfn6+XnjhBe3Zs0fnzp1T165dNXXqVP3xj39UQEBAc18aAC2IibsBwHM1O1jec889+uSTT5SVlaUnnnjC4X6r1SqDwaC77rrLqf0mJSXprbfe0vLlyzVq1ChlZWVp2bJlmj17tt5//31lZ2crNjZWU6dO1cqVK5Wfn6+kpCTFxcVp27ZtMhqNWrJkiR5++GGHfc+ZM0eDBw+WVB1g4+LiVFpaqj/96U/q2bOnMjIy9MQTT+j8+fNat25d814YAK2GibsBwLM0O1j+7Gc/0+OPP641a9aooqLC4X5fX18tWLBAN9xwQ5P3abFY9MEHHyguLk4xMTGSpIiICM2bN08JCQk6fvy4UlNTFRwcrFWrVtm+UNasWaOpU6cqLS1N06ZNk8lkkslkstv3jh07lJWVpc2bN0uSvvjiC505c0bJycn66U9/anuujIwMvf/++7ZgDMBzMXE3AHiWK1p5Z9asWYqOjtbOnTt19OhRFRcXq2PHjrrmmms0bdo0/eQnP3GuMn5+2rt3r0O5j0/14HWj0aj9+/crKirKrpeib9++6tmzp/bt26dp06Y5PL64uFjr1q3T3Llz1aVLF0nSkCFDlJGRUe9z+fr6EioBAACcdMVLOvbo0UP333+/K+pSr8zMTCUnJys6OloRERE6d+6cevXq5bBd7969derUqXr3kZqaqsrKSt1xxx0NPo/FYtGePXv0t7/9TfPmzXNZ/QEAALxFk4Nlbm6ufH19bQNknJlGqEePHk5XbO3atUpJSVFlZaVmzZqlhQsXKi8vT5LUqVMnh+0DAwOVk5PjUF5WVqaUlBTNnj27wQE5v/vd7/T555+rU6dOeuyxx/Tb3/72svUzGKp/PEVNXVxZJ0PdX+ru21Dnbg96PbxNS7S/03VwcluDoXnvMd6Xji7X/q3VNlfKUOd2fftszrG0d57w+Yf7tEb7O7PvJgfLSZMmKSQkROnp6bbfm3K62GAwKDMzs+k1+q/Y2FhNnz5dmZmZevrpp3X69GklJiY6vZ9du3apoKBAM2fObHCb9evXq6CgQPv379eTTz6pc+fO6YEHHmh0v316dK434Lpbnx6dXbav89k/XqfqYzDI18e+vStrtX94d5P6hrvuudE8rmx/Z9V+v/j5+sjP1379hdq/17xfaj+mqrJSlQb767WrKisbfQzvS3sNtf+Vtk1rvc61n7OhfTbnWLyFOz//cL+WbP+SEmOTt3XqVLjVam30d1cKCQlRSEiI+vXrpz59+mjGjBm2UFtcXOywfVFRkYKCHOerS0tL0+jRo+u9r0ZYWJjCwsJ0zTXXyGAw6KmnntJvf/tbde/evcHHnM69qI4dHQctuYvBUP2mOp17Ua5qlpxzRbbbVVarKqvsd1xV64lyzhXpVM5F1zwxnNYS7e+s2u8XS2WVLJVVdvfX/r3m/VL7MQWXmUKovsfwvqx2ufa/0rZprde59nM2tM/mHEt75wmff7hPa7R/aWlJk7dtcrC85ZZbFBgYaPe7qwe45OXl6cCBAxo7dqy6detmKx8wYICk6tV+wsLCdObMGYfHfv311xo/frxdWUlJidLT07VgwQKH7U+dOqUjR47o5ptvtivv37+/Kisrdfr06UaDpdUqj/wAu7Je1rq/1N2vtc7dHvh6eBt3vi+dedqa90vfyP4yBwVddl5Kc1CQ+kb2rz4+hx01XBFve1821P7NaRt3vM7WOrdddSzewlO/l9A6WrL9ndlvk4PlmjVrGv3dFcrKyhQfH69HHnlE9913n6382LFjkqTQ0FBFRUVpz549qqiokNFY3TWbmZmp3NxcTZo0yW5/Bw8eVHl5uUaNGuXwXP/+97+1cOFC/eQnP9G1115b73MBaFkmc/XqOLWXZ6xZPSdx7QYNGDhIEsszAkBb0axR4RUVFYqNjZWPj49eeeUV+fr6uqQyYWFhuvXWW/Xiiy8qJCREY8eOVU5OjhITE9WtWzdNmTJFEyZM0M6dO7VkyRLNnTtXRUVFWrp0qYYPH67Jkyfb7a9mlHhERITDc02dOlUbN25UQkKClixZop/85Cc6dOiQXn75ZU2cONHpqZIANI/JHFTv6jgDBg5i1RwAaGOaFSyNRqOOHz+usrIyl4XKGitWrFD37t2VnJyss2fPqmvXrho9erTi4+NlNptlNpuVkpKipKQkxcTEKCAgQNHR0Vq0aJFtvssaNdds1Z0sXZKuuuoqbdmyRU899ZQSEhJUXFysHj166Pe//32LTp8EAPhRUWGBXY91jdq3G+qxPnr0SJPKALSeZs9jOWXKFP3lL3/R7t27ddNNN7msQv7+/oqPj1d8fHyD2wwbNkxbt2697L7mz5+v+fPnN3h/aGio/vd//7dZ9QTgXQ4fytCMm6v/1r3z7m56U12gqLBAUdcNr/ca25pLIqTqa2w/Sv/cIVzeP2dOi9cRgHOaHSx/85vfKD8/XwsWLFB0dLSGDx+u4OBgh15DqXqgDwAAtZ08eeKyA7ckqbCguldzxMgxinRiwFdkZH9XVRVAEzU7WN55552Sqqcc2r17t3bv3l3vdgaDgWAJAGjUxk2bNGTIULuyo0ePOPRKMuAL8GzNDpa157BsyfksAQDt35AhQzVu3LgmbcuAL8BzNTtYrl692pX1AIBWw/WSANAymhUs/9//+386ffq0ioqKFB4erl//+tcKCwtzdd0AAG1Ua4X3ESPH6Ktv8ltk3wCc53SwXLp0qd555x27smeffVZPPPGEfvvb37qsYgAAAGhbHIdwN+Jvf/ub3n77bVmtVrufiooKLV++XP/+979bqp4AAADwcE71WL799tuSpB49euj+++9XWFiYjh8/rs2bN6uwsFCpqal2yyMCAADAezgVLI8dOyaDwaANGzZo6NDqaSGuv/56RUZG6g9/+IOOHGHFAwAAAG/l1KnwwsJCBQQE2EJljeuuu06SlJ/PBdQAAADeyqkeS6vVqoCAAIfymrKqqirX1AqAV2KELwC0bc2exxIA4B0sFkuTygDA6WBpsViUkZFR72o7Dd03duzY5tcQAOBWRUWF7q4CgDbC6WBZXFxsWye8NoPBUO99BoNBmZmZza8hADSAnrSWExnZX+agIBUWFDS6nTkoSJGR/SVJRYUFdmt416h9mzW8gfbN6WDJuuAAPIUzPWmEHueYzEH6KP1zu9fssUfnS5IS127QgIGDJP34mhUVFijquuH1BtGax0nVQfSj9M95nYF2yqlgOX369JaqBwA0SXN70gg9zjOZg+pdinHAwEEO5SdPnrhsm0hSYUF1wGd9dqB9cipYrl69uqXqAQBNUrcnrSG1ex8JPa3LZDLLz8/+68VisXCtJuAFGBUOoM1pqCetSY8l9LQ4Pz8/GY3+Tj3m6FHHBTbqKwPg2QiWALxKc0IPnNOcQVX3z5nTUtUB0IoIlgAAl2pq729zrpcF4NkIlgCAK9ackNic62UBeDaCJQDgijk7PVHtxzFYCmg/CJYAAJdwZnoiAO2Tj7srAAAAgPaBYAkALeDwoQz1iwhWv4hgHT6U4e7qAECrIFgCAADAJbjGEgAa4Oz64qxHDsDbESwBoB7Ori8uifXIAXg9ToUDQD2cXV/c2e0BoD2ixxIALmPjpk0aMmSoXdnRo0caXIaQ9cgBeCuCJQBcxpAhQzVu3Lgmb8965AC8FcESAOByI0aO0Vff5Lu7GgBaGddYAgAAwCXosQTQoNrT5zSE6XMAADUIlgDq1dh0O7XVnm6nxtGjRxy2q68MANC+ECwB1OtKps9paLQ0AKB9I1gCuKymTLcTGdlf5qCgJvVwRkb2b5F6AgDci2AJ4LKaMt2OyVx9Srz2koY1K84krt2gAQMHSeKaTABozwiWAFzGZA7SiJFjHMoHDBxUbzkAoH1huiEAAAC4BMESAAAALkGwBAAAgEtwjSUAr2KxWJpUBgBwHj2WALxKUVGh8vPz7H6KigrdXS1J0uFDGeoXEax+EcE6fCjD3dUBAKfRYwmgRYwYOUZffZPv7mpIYo5NV/Ck9gTguQiWANq9K51jkyUqAaBpCJYAvMKVzLHJEpUA0DRcYwkA9ag5fX45nD4HgB/RYwnA6zTlekGWqAQA53lcsKyqqtKWLVu0bds2ZWVlqUOHDho/frwSEhIUHh4uScrIyND69et15MgRGY1GTZw4UYsXL1ZoaKgkadGiRdq+fXu9+w8PD9eePXskSaWlpXrxxRf1wQcf6LvvvlNYWJhuueUWxcbGymg0ts4BA/BYrbFEZVFhgV14rVH7NuEVQFvhccEyKSlJb731lpYvX65Ro0YpKytLy5Yt0+zZs/X+++8rOztbsbGxmjp1qlauXKn8/HwlJSUpLi5O27Ztk9Fo1JIlS/Twww877HvOnDkaPHiw7fcFCxbo888/14oVK3TNNdfo008/1ZNPPqlLly4pPj6+NQ+73Tp8KEMzbr5JkvTOu7vr/TKu/cXaEL5Y0R4VFRYo6rrh9Y5Wr+kdlapPt3+U/jmfAQAez6OCpcVi0QcffKC4uDjFxMRIkiIiIjRv3jwlJCTo+PHjSk1NVXBwsFatWiU/v+rqr1mzRlOnTlVaWpqmTZsmk8kkk8lkt+8dO3YoKytLmzdvliSdPHlSe/fu1Zo1a/SLX/xCktSrVy999tlnSk1NJVheAWd6YBr7Yq2NL1a0RydPnrjse1+SCguqP1Ou6CVlhDuAluRRwdLPz0979+51KPfxqR5jZDQatX//fkVFRdlCpST17dtXPXv21L59+zRt2jSHxxcXF2vdunWaO3euunTpIknq06eP9u/fr6A6F+eHhobq0qVLqqqqsj0vms7ZHhh3fLFKTetJBZqrOav7mExmu79rNY9x9eTtjHAH0JI8KljWJzMzU8nJyYqOjlZERITOnTunXr16OWzXu3dvnTp1qt59pKamqrKyUnfccYetzMfHR926dbPbzmKxaN++fbr22msJlc3kbFCsraW/WLmWDa2lOe9ZPz8/GY3+LVAbJogH0Ho8NliuXbtWKSkpqqys1KxZs7Rw4ULl5eVJkjp16uSwfWBgoHJychzKy8rKlJKSotmzZysgIKDR53zqqad06tQpvfbaa5etn8FQ/eMpauriyjoZ6v5Sd9+GOncb7DfZuGmThgwZaveQo0eP2HpM6u7Oz1jPF2s9z9EczvSk7vu07Z1yb/H2b8K2nvR5aAmGOrfrHm+/fk0Pb/369Xf4vDT1Myb995+kr378x8xgkM5nm5R7vkhWa3VZZL8f/0mqeV/Xfkx9aj8GbUdLfP7RdrRG+zuzb48NlrGxsZo+fboyMzP19NNP6/Tp00pMTHR6P7t27VJBQYFmzpzZ4DZWq1VJSUnasmWLVqxYoTFjLn9atE+PzvUGXHfr06Ozy/Z1PvvH61R9DAb5+ti/syprvdPCu5vUN7yz3WOGX3utxo0bZ/cYP18fu8fU1tTnaI5/ZR9vck/qD4Xfafig3s16Hnf417/+pfHjx0uSDhw44PCaN1fttvTz9bFru5qyGlfSNm1F7dej3uMN76ysM2d07NgxSdKRI0cUFxcnSdq8ebOGDq3+J+uaa66xXYLTnM9YQUGBRg8doYsXLzZa386dO+vrr7/+8XKf8M5t6n0N57ny7z/anpZs/5KSps+U47HBMiQkRCEhIerXr5/69OmjGTNmKD09XVL1NZN1FRUVOVwvKUlpaWkaPXp0vfdJUkVFhRYtWqS0tDT97//+r26++eYm1e907kV17FjhxBG1LIOh+k11OveircfiSuWcK7LdrrJaVVllv+OqWk+Uc65Ip3Iu2j3GUlklS2WV3WNq/157W2eeozlqP9flelKv5Hncofax5Z53Xd2dbcu29Jo1R7eeA3Uy+8e5Lxs63m49B0qSgmu9fsHde9vKvy+26vvi6sc25zN2+GDGZUOlJF28eFH/2Pf/NGIU1w+3dy3x9x9tR2u0f2lpSZO39ahgmZeXpwMHDmjs2LF21z8OGDBAkpSdna2wsDCdOXPG4bFff/21rdemRklJidLT07VgwYJ6n89qtWrhwoX65z//qZdfflkTJkxocl2tVnnkB9iV9bLW/aXufq117rY6btLk/TvxHM1R+2FDhgxttFfvSp7HHWpXtcXavwnbtqXXrDVY69yu7/WpXWSpsDi86LUH/NTso68T10v2jexPu3gRT/1eQutoyfZ3Zr8eFSzLysoUHx+vRx55RPfdd5+tvObUUmhoqKKiorRnzx5VVFTYJjHPzMxUbm6uJk2aZLe/gwcPqry8XKNGjar3+V544QX94x//0J///GeNHj26hY4KAC6vqQN+GlsRaPXaDerPikAA3MijgmVYWJhuvfVWvfjiiwoJCdHYsWOVk5OjxMREdevWTVOmTNGECRO0c+dOLVmyRHPnzlVRUZGWLl2q4cOHa/LkyXb7qxklHhER4fBc3377rV566SXddddd6tWrl86fP293f1BQkPz9W2aEJgBIzR+t3diKQMOZOguAG3lUsJSkFStWqHv37kpOTtbZs2fVtWtXjR49WvHx8TKbzTKbzUpJSVFSUpJiYmIUEBCg6OhoLVq0yGGKoIL//rGuO1m6VD3IoaKiQps3b7ZNml7ba6+95rJBEGi7WBUILYn1yAG0Nx4XLP39/RUfH9/oyjfDhg3T1q1bL7uv+fPna/78+fXeN336dE2fPr3Z9UT7x6pAaA2tsR45ALQWZgEHGnAlk70DAOCNCJZAE5hMZgUHh9j9mExmd1er2Q4fylC/iGD1iwjW4UMZ7q4OAKCd8LhT4YAnasnl9loLS1oCAFoawRLwAs4sacn1ogCA5uJUOJrEYrGooqLc7qf25M3wbFwvCgBoDfRYokmaOnlzbUePHmlSGVrX5Za0BACguQiWaFBzJ2+uQVBx3uFDGZpx802SpHfe3d0i081cbknL+vBPAgCgKQiWaFBzJm92Noxy2rVt4J8E540YOUZffZPv7moAQKsiWKJRzk7ezEoi7ceV9lgDALwPwRJN1tQeGFYSaR/q/pPQEP5JAADUIFgCaFBD/ySgZXD6HEBbx3RDAAAAcAl6LIE2qLFVdKz/vc0pagBAayNYAm1MY6voLG7CKjpMHQQAaCkES6CNcXYVnbrXSDJ1EACgpRAsgTbMZDLLz89PMkg+BoOqrFZZKiwOKyUxdVD7NWLkGJ3Mzlff8M46lXNRVuvlHwMALYVgCXgB5hcFALQGgiXQhjmzhjvziwIAWhrTDQFtTM1p7cvhtDYAoLXRYwm4WWNTB9WofYq6sdPaq9duUH9OawMA3IRgCbhRY1MHPdbI1EGNndYezmltAICbcCoccCNnpw4CAMCT0WMJeIiNmzZpyJChdmVHjx5h3kkAQJtBsAQ8xJAhQzVu3Dh3VwMAgGbjVDgAAABcgmAJAAAAlyBYAgAAwCUIlmjzDh/KUL+IYPWLCNbhQxnurg4AAF6LYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCLYTR6gAAb0OwBAAAgEsQLAEAAOASBEsAAAC4BMESAAAALkGwBAAAgEv4ubsCaN9GjByjr77Jd3c12rURI8foZHa++oZ31qmci7Jam/YY2gUA4GoES3gMi8XSpDIAAOCZCJbwGEVFhU3ftrBAJ0+ekCR9efwLW3nt25GR/WUyB7muggAAoFEES7hVZGR/mYOCVFhQ0Oh25qAgRUb2l1QdKqOuG17vYx57dL7dYz5K/5xwCQBAKyFYwq1M5urwV7v3sSYcJq7doAEDB0my7308efLEZYOoJBUWVPdqjhg5poVqDwAAaiNYwu1M5qB6w9+AgYMuGwpNJrP8/OzfxhaLxanT6gAAwDUIlmjT/Pz8ZDT6u7saAABAzGMJAAAAF6HHEh6F+RUBAGi7CJaAhzh69EiTygAA8FQeFyyrqqq0ZcsWbdu2TVlZWerQoYPGjx+vhIQEhYeHS5IyMjK0fv16HTlyREajURMnTtTixYsVGhoqSVq0aJG2b99e7/7Dw8O1Z88e2++lpaVasWKFduzYoeXLl+v3v/99yx8kXKY9Tap+/5w57q4CAABXxOOCZVJSkt566y0tX75co0aNUlZWlpYtW6bZs2fr/fffV3Z2tmJjYzV16lStXLlS+fn5SkpKUlxcnLZt2yaj0aglS5bo4Ycfdtj3nDlzNHjwYNvvx48f10MPPSSDwdCahwgX8rTR385O3N6ceTwBAPBUHhUsLRaLPvjgA8XFxSkmJkaSFBERoXnz5ikhIUHHjx9XamqqgoODtWrVKts0M2vWrNHUqVOVlpamadOmyWQyyWQy2e17x44dysrK0ubNm21lL7zwgiZOnKhZs2bpl7/8ZesdKK6Ip4ax5kzc3px5PAEA8FQeFSz9/Py0d+9eh3Ifn+rB60ajUfv371dUVJTd3IV9+/ZVz549tW/fPk2bNs3h8cXFxVq3bp3mzp2rLl262Moffvhh9e7dW9nZ2S1wNGgpdcNYQ1o7jDV34vYrmccTAABP4lHBsj6ZmZlKTk5WdHS0IiIidO7cOfXq1cthu969e+vUqVP17iM1NVWVlZW64447HB7TXAZD9Y+nqKmLJ9WpJZmDgjRyVNNDlzMvi0H/bV+HwoZ3WveujZs2aciQoXZlR48esV1HWfMcjdWzoW3qrbOXtT/s0f7ejfb3bq3R/s7s22OD5dq1a5WSkqLKykrNmjVLCxcuVF5eniSpU6dODtsHBgYqJyfHobysrEwpKSmaPXu2AgICXFa/Pj0611sPd+vTo7O7q+CRzmf/eGmEn6+P/Hztp3Ct/Xt4d5P6hne2e4yPwSBfH/tPVmWtT1p4d/tLL4Zfe63GjRt32edorJ4NbdMY2t+70f7ejfb3bi3Z/iUlxiZv67HBMjY2VtOnT1dmZqaefvppnT59WomJiU7vZ9euXSooKNDMmTNdWr/TuRfVsWOFS/d5JQyG6jfV6dyLslrdXRvPk3OuyHbbUlklS2WV3f21f885V6RTORftHlNltaqyyv6Frar1Qtfe1pnnaKyeDW1TH9rfu9H+3o32926t0f6lpSVN3tZjg2VISIhCQkLUr18/9enTRzNmzFB6erqk6msm6yoqKlJQkOP1dGlpaRo9enS9910Jq1Ue+QH21Hq5mzMviVX/fR0dChveqbMvec1z1Fd+uW0a3S/t79Vof+9G+3u3lmx/Z/brUUs65uXl6b333tP58+ftygcMGCBJys7OVlhYmM6cOePw2K+//lqRkZF2ZSUlJUpPT9cNN9zQYnUGAABANY/qsSwrK1N8fLweeeQR3XfffbbyY8eOSZJCQ0MVFRWlPXv2qKKiQkZj9Tn/zMxM5ebmatKkSXb7O3jwoMrLyzVq1KjWOwhArKIDAPBOHhUsw8LCdOutt+rFF19USEiIxo4dq5ycHCUmJqpbt26aMmWKJkyYoJ07d2rJkiWaO3euioqKtHTpUg0fPlyTJ0+221/NKPGIiIh6n6+mZ7RmUFBxcbGtLCQkRL6+vi11qGjnWEUHAOCNPCpYStKKFSvUvXt3JScn6+zZs+ratatGjx6t+Ph4mc1mmc1mpaSkKCkpSTExMQoICFB0dLQWLVpkm++yRsF/5xSsO1l6jYkTJ9r9vm7dOq1bt06S9I9//EM9e/ZsgSNEe+WpE7cDANBaPC5Y+vv7Kz4+XvHx8Q1uM2zYMG3duvWy+5o/f77mz5/f4P3Hjx9vVh2B+rCKDgDA23lcsATaMlbRAQB4M48aFQ4AAIC2i2AJAAAAl+BUONAEFoulSWUAAHgzgiXQBEVFhe6uAgAAHo9T4UADaqYPuhymDwIAoBo9lkAD6k4f1JCGpg8aMXKMvvomv6WqBwCAxyFYAo1oaPogAADgiFPhAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAlGhcPrHD16pEllAADAOQRLeJ3758xxdxUAAGiXOBUOr8AqOgAAtDx6LOEV6q6i8+XxL/TYo/MlSYlrN2jAwEGSGl5Fp7WwWg8AoC0jWMJrNLSKzoCBg1hdBwAAF+BUOAAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACXIFgCAADAJQiWAAAAcAmCJQAAAFyCYAkAAACX8HN3BeqqqqrSli1btG3bNmVlZalDhw4aP368EhISFB4eLknKyMjQ+vXrdeTIERmNRk2cOFGLFy9WaGioJGnRokXavn17vfsPDw/Xnj17JEnl5eVav369du3apby8PEVERCguLk633XZb6xwsAABAO+JxwTIpKUlvvfWWli9frlGjRikrK0vLli3T7Nmz9f777ys7O1uxsbGaOnWqVq5cqfz8fCUlJSkuLk7btm2T0WjUkiVL9PDDDzvse86cORo8eLDt92XLlmnv3r1KTExUZGSk/vnPf+rxxx9Xhw4d9Ktf/ao1DxutbMTIMfrqm3x3VwMAgHbFo06FWywWffDBB4qLi1NMTIwiIiL0s5/9TPPmzVN2draOHz+ul19+WcHBwVq1apX69u2r0aNHa82aNfryyy+VlpYmSTKZTOrWrZvdzyeffKKsrCwtWLBAkpSTk6Pt27crPj5ekyZNUu/evXXXXXdp6tSpevbZZ935MgAAALRJHhUs/fz8tHfvXj3wwAN25T4+1dU0Go3av3+/Jk6cKD+/Hztb+/btq549e2rfvn317re4uFjr1q3T3Llz1aVLF0nSJ598IqvVqhtuuMFu2+uvv15ff/21vvnmGxceGQAAQPvnUcGyPpmZmUpOTlZ0dLQiIiJ07tw59erVy2G73r1769SpU/XuIzU1VZWVlbrjjjtsZadPn5a/v7/tuswaNftuaF8AAACon8ddY1lj7dq1SklJUWVlpWbNmqWFCxcqLy9PktSpUyeH7QMDA5WTk+NQXlZWppSUFM2ePVsBAQG28uLi4gb3I0lFRUWN1s9gqP7xFDV18aQ6ofXQ/t6N9vdutL93a432d2bfHhssY2NjNX36dGVmZurpp5/W6dOnlZiY6PR+du3apYKCAs2cOdOl9evTo3O9wdTd+vTo7O4qwI1of+9G+3s32t+7tWT7l5QYm7ytxwbLkJAQhYSEqF+/furTp49mzJih9PR0SdW9jXUVFRUpKCjIoTwtLU2jR492uM9kMqmkpKTe/UiS2WxutH6ncy+qY8eKJh9PSzMYqt9Up3Mvymp1d23Q2mh/70b7ezfa37u1RvuXljrmpYZ4VLDMy8vTgQMHNHbsWHXr1s1WPmDAAElSdna2wsLCdObMGYfHfv311xo/frxdWUlJidLT020jwWvr27evysvL9e233yosLMxuP5LUr1+/RutqtcojP8CeWi+0Dtrfu9H+3o32924t2f7O7NejBu+UlZUpPj5eO3bssCs/duyYJCk0NFRRUVH6+OOPVVHxY29hZmamcnNzNWnSJLvHHTx4UOXl5Ro1apTDc/385z+Xj4+PbbL0Gh9++KEGDhyoHj16uOioAAAAvINH9ViGhYXp1ltv1YsvvqiQkBCNHTtWOTk5SkxMVLdu3TRlyhRNmDBBO3fu1JIlSzR37lwVFRVp6dKlGj58uCZPnmy3v5qR3REREQ7PFRoaqpkzZ2rDhg0KCwvTwIED9d5772nv3r168cUXW+V4AQAA2hOPCpaStGLFCnXv3l3Jyck6e/asunbtqtGjRys+Pl5ms1lms1kpKSlKSkpSTEyMAgICFB0drUWLFtnmu6xRUFAgqfp6yvosXrxYgYGBWr58ufLy8tSnTx+tX79e0dHRLX6cAAAA7Y3BauWKjKYqKSmxTUf07+PZ6tjRc0aFGwxS3/DOOpXDxdveiPb3brS/d6P9vVtrtH9paYmuHdhTUsPTNdbwqGssAQAA0HYRLAEAAOASBEsAAAC4BMESAAAALuFxo8I9We1xTqWlpW6siSODoXrJpdLSEi7e9kK0v3ej/b0b7e/dWqP9a2eey435Jlg6ofYLO37kADfWBAAAoPWVlpbaZsipD6fCAQAA4BLMY+mEqqoqXbhwQZLUsWNHGQwGN9cIAACgZVmtVttZ265duzosSFMbwRIAAAAuwalwAAAAuATBEgAAAC5BsAQAAIBLECy9DJfUejfa37vR/gBaGsHSy9SMZOcLxjvR/t6N9vdetDlaCxOkt3OlpaXauHGj8vLyJEkxMTG65pprFBgYqKqqqkanDEDbR/t7N9oflZWVqqqqUnFxsYKDg23lVquVKfPQIphuqB0rLi7WLbfcou7du6tr1646fvy4Ll68qEmTJmn+/PkKCwvjy6Udo/29G+2P4uJiLVy4UBcuXFBWVpamTJmiG2+8UT/72c8kES7RMgiW7VRlZaXi4+NVXl6ul156yVa+cuVKffjhhwoLC9PatWsVERHBl0s7RPt7N9ofpaWluuWWW9S/f39dd911Kisr06ZNmxQUFKRbbrlFc+fOlUS4hOvx16SdKisr07lz5xQdHS1JKi8vlyQtXbpUd911l86dO6dHH31Uubm58vHx4fqbdob29260P1JSUhQSEqLnnntOs2bN0r333qtXX31VvXv3VkpKitatWyep+rpb2h+uRLBspwwGg7777judOHFCkuTv76+KigpJ0r333qs777xTZ8+e1fr161VUVMR/rO0M7e+9qqqqaH8oKytLQUFB8vHxUWVlpSorKzVo0CAtWbJEP/vZz/T2228rOTlZkmh/uBTBsp3y9/dXVFSU9u/fr88++0ySZDQaZbFYJEn33HOPbrzxRn388cc6evSopOovJLR9VVVVCggIoP29zA8//KBLly7Jx8dHHTp0oP293NVXX63MzEydPXtWvr6+tp7p3r17649//KNGjhypHTt26OOPP3Z3VdHOECzbibKyMn322Wd699139d1338nX11e33HKLzp49q9dee00nT56UJPn5+dm+XJYsWaIuXbpox44dksR1Vm1YSUmJXnrpJZWXl8vHx0cGg0G/+c1vaH8vUVxcrClTpuj//t//ayu7+eabaX8vNmTIEFVUVCg1NVWFhYV2U0316tVLDz30kIqLi7V792431xTtDX9J2oHi4mLdcccdWrRokRISEjR9+nTt2bNHI0eO1BNPPKEPP/xQL7/8sk6dOiWp+sul5pqroUOHqrS01J3VhwusXr1azzzzjNatW2dr2zFjxmj58uX68MMPtWnTJtq/nSouLta0adM0fPhw3XPPPZKqw8Po0aNt7c/nv3374YcftHPnTv31r39VWlqaJOnGG2/UTTfdpFdeeUXvv/++SkpKbOGysrJS11xzjR544AGlpaXp/PnzXGcJl2Eeyzbu0qVL+t3vfqfIyEgtX75chYWF2rx5s1avXq0JEyZo+vTpKi0t1cqVK1VSUqK77rpLY8aMkb+/v6Tqi/q7du0qidGBbdmwYcP07rvvKjU1Vd9//73WrFkjo9GomJgYFRcXa+XKlbp06ZJmz55N+7cjNaHy2muv1bPPPivpx1PaBoNBMTExKioq0qpVq/j8t1PFxcX6P//n/8jf31/ff/+98vPztWXLFs2bN0/Lli1Tfn6+kpKSZDAYNHXqVJlMJttjAwMD1a1bNwUGBtL2cBmCZRu3bds2hYaGKikpSQEBAZKkb7/9Vhs2bLBtM2vWLAUFBWnJkiU6ffq0Jk+erKFDh+qzzz7TRx99pLffflsSF3C3RTVhoHv37goLC9MDDzygxMRELVq0SElJSfL19dWsWbPUsWNHLV++XCdPntSNN95I+7cDJSUluu2223TttdfaPu8VFRUyGo12291xxx0KDg7WY489xue/nSkvL1dcXJwiIyOVmJio4uJinTlzRo8//rgefvhhzZs3T08++aSWLl2qJ598UmfPntXtt9+u0NBQSdJXX32lzp07q7Ky0s1HgvaEYNnGZWdnKz8/X76+vrb56Hr27KlrrrlGr776qo4dO6Ybb7xRv/nNb9SnTx9t3bpV77zzjvbs2SOTyaTU1FRFRka6+zDQTDVhYMKECZKk4OBgrVy5UgkJCVq4cKGeeuopSdJNN92kIUOG6NVXX6X924nVq1frzJkzeuSRR2xlRqNRVVVVSk5O1smTJ3X+/HnFxMTotttuU+/evfXGG2/Q/u3IqVOnVFJSogceeECBgYEKDAzU1VdfrW3btunee+/V888/L6vVqmeeeUbLli3T1q1b9f/9f/+fRo4cqUuXLik9PV1vvPGGAgMD3X0oaEeYIL2NqumpWrVqlT7++GP95S9/UefOnSVJkyZNUseOHdWtWzdZrVYdOHBAM2fO1KJFi+Tr66sffvhBlZWV8vPzU8eOHd17ILhiVVVVKisr0+23364777xTt99+u9LS0vTYY4/pl7/8pSoqKvT999/rz3/+sywWi8rKymj/duD8+fOaP3++LBaL7r77bv3617+WJP3ud79TRUWFOnfurNLSUh06dEixsbF69NFHVVFRofLyctq/nTh69Khuv/12vfDCC7rhhhskSRaLRX5+fiouLlZsbKyysrK0du1aTZw4Ue+9957+85//6NSpU+rdu7duv/129evXz70HgXaHYNnGfffdd/rPf/6jm266SZL0+uuv6+DBg1q8eLGCg4NlNBqVlJSk119/Xa+//rpGjhzp5hrD1Wp6qtesWaOCggKtXr1akvTpp5/qvvvuk4+Pj7Zu3aprr72WVVbaiZrwcOHCBf3hD39QVVWV7r33Xh08eFAXLlywff79/f21YsUKbd++XX/961/pnWxnsrOzdeedd2ry5Ml66KGHbD2PtcPlrbfeqpCQELsZA7ieFi2Jb5g2qOZ6GKvVqquvvtoWKqXqKUaSkpLUvXt327VWNeHi008/dUt94Vp1r4eq+YK4+uqr9a9//ctWvm3bNnXs2FG+vr568803VVlZSahsB2p6G61Wq7p27arnn39evr6+evHFF3XixAndcccdCg0NtQ3Qufvuu2WxWOzeG2gfevbsqVtvvVVvvvmm/vnPf9rKa6aVCgwM1J/+9CcdOXJEu3btst1PqERL4lumDfL19ZUk7dixQ/n5+bbyqqoqBQUFyd/f327qiEuXLqlXr17q379/q9cVrlfT/tu3b1d+fr7ddZZms1mVlZVKSEjQgQMH9Morr+iZZ57R9u3btXz5cjfWGq5S+/N//vx5de/eXcnJyfL391dJSYnDqc2ysjKFhYXpJz/5iRtqC1er+4/l/fffr0mTJmnp0qXau3evrdzPr3oIRWRkpLp3764LFy60aj3hvRi808bUnMrctGmT/vrXv+pXv/qV7b6a3qiCggJJUlBQkCTpnXfekdVq1dChQ1u/wnCpxtq/W7duunjxom688UZVVFRo06ZNGjx4sKqqqrRx40ZFRES4seZwhfrav6qqSl26dNGrr74qi8Viu9a6xrvvvitfX19Og7cDVqvV9o/FkiVLNG3aNE2YMEHz5s1TaWmpFixYoFWrVumGG25Qp06dJEkhISEKDw+3XU/LaXC0NK6x9HBlZWX6z3/+o9LSUoWHh9t9ORQXFzuM5istLdXmzZu1Z88edevWTR06dNCnn36q1157TYMGDWrt6uMKNbX9a+YuTEhIUFZWlpYtW6YhQ4a4pc5wHWfav+Yfy2+++UaffPKJ8vLy9O233+rvf/+7UlJSNHjwYLccA1wvNzdX8+bN05///GdbB8KXX36p5557Tnv27NGdd96pSZMmqVevXnrzzTf19ttv6y9/+Qv/XKJVECw9WHFxse68806Vlpbq+++/V3l5uWbNmqUpU6Zo+PDhkqpPi9T8B1vj888/1/PPPy+j0agePXpo5syZ6tu3rzsOAVegOe2fmZkpk8nEF0g70NzP/+HDh/X444+rsrJS/fr10x//+EdG/rZRJSUleuGFF5SXl6eKigrNmDFDAwYMUJcuXWxzltb+p6K4uFivvvqq3nrrLeXn56tPnz66dOmSNmzYwD8WaDUESw9VXl6u3//+9+rZs6cWL16s4uJipaen66mnntK1116r+++/XxMnTpRU/6mNmj829X3xwPM52/4SF+S3J1f6+S8oKLAtmHDVVVe1ev1x5YqLi3XLLbfo6quvVmhoqE6cOKFvv/1WP//5zzVv3jz16dOnwVkezpw5owsXLsjX11c9e/a0ra4EtAausfRQx44d06VLl/Q///M/uvrqqyVJ/fr1U48ePfTggw/a5qKMiopy+FKpfYqMUcBt05W0f2lpKfMTtnFX+vmvOT2KtqmqqkpLly5VZGSkNm7caCtfu3at3n//fT388MNKSkpS//797cJlzT8ZvXv3Vu/evd1VfXg5UoeHOnfunE6dOmUb2WexWGS1WnXjjTfqV7/6lb777jtt27ZNx44ds3vcs88+q1deecU2cpBerLapue3/zDPP6OWXX2aJtjbuStq/9ucfbVN5ebnOnj1r65UuLy+XJD366KOKjY1VcXGxEhISdPr0afn4+NidtTh58qTb6g1IBEuP1b9/fwUFBemNN95Qfn6+/Pz8VFZWJql6lN8vf/lLHT16VHv27JH04+CNb7/9VpMnT+b0dxvX3Pb/7rvvaP92gPb3bj4+Pvr+++9t/zj4+/uroqJCkjRr1izdfffdKigo0DPPPKO8vDxbB8LGjRv1xz/+UUVFRW6rO8CpcA9RWlqq1NRUFRUVqUOHDrr99ts1ZswYpaWlKTg4WPfee69MJpNycnL097//Xa+//roGDhyo1atXa/r06QoLC5MkrVmzxs1Hguag/b0b7Y8aFotF/v7+ioqK0t69e/XJJ5/oZz/7mYxGo21FnZkzZ+q7777Tm2++qSNHjuj666+XJP3iF7/Q9ddfL5PJ5OajgDdj8I4HKC4u1m233aauXbvq0qVLOnfunAICAjRr1iy9++67unDhggwGgwYPHqyPP/5Yt912m5588kmdPXtWM2fO1Pr163Xttde6+zDQTLS/d6P98cMPP+jw4cMaP368rSwzM1N33323rr32Wj366KMaOHCgpB+Xa5Sk2267TT179tSzzz5rVw64E+9CN7NYLHrooYfUr18/bdiwQeXl5SoqKtKqVav00ksvaerUqTKZTLJYLLpw4YIWLlyo2bNnS6o+/RUYGMgfkzaM9vdutD/Ky8s1c+ZMXbx4UQsXLtQvf/lLSdLgwYOVmJioefPmqVOnTvrDH/6ggQMHys/PT+Xl5fL399fgwYN1/vx5SeJ9AI/BO9HNvv/+e507d04LFiyQr6+vOnTooA4dOmjDhg1asWKF3nvvPf3yl7/UQw89pJCQEEnV/936+Pjo7bffVkVFhW3UKNoe2t+70f7Iz89Xbm6ufH199dJLL8nHx0c33XSTJOnGG2/U6tWrtXjxYpWWluree+/VhAkTbOvAX7p0Sd27d1dVVZUMBgODNeERCJZu5uvrq7y8PH311Ve64YYbJP14qmPZsmXy9fXVG2+8oZ49e2rmzJn67LPPtG7dOgUHB+urr77Sq6++avvCQdtD+3s32h8nTpxQt27d9NBDD+nJJ5/UCy+8IKvVql/84heSpFtuuUWdOnXSokWLlJ2drZ///OcaPny4Dh48qH/84x96++23mVYOHoV3o5t17NhRPXv21EcffaRvv/1WUvUpDYvFIkl6/PHH9etf/1qvvPKKLl26pKuvvlrXXXedoqKi9NZbb7GaQhtH+3s32h++vr4yGo2aPHmynnzySeXn5ys5OVkffPCBbZubbrpJKSkp+ulPf6oPP/xQL730kr788ku9+eabrKoEz2OF23366afWIUOGWP/0pz9Zy8vLbeUVFRVWq9VqPX/+vDUqKsr63HPPuauKaEG0v3ej/b3b999/b01LS7P9/sknn1ivv/56a0xMjF15jR9++MFaWlpqLS0tbc1qAk1Gj6UHGD9+vObNm6fXX39dzz//vK23ouZi7KCgIF199dW6cOGCO6uJFkL7ezfa37uFhIQoOjpaUvWArOuuu06rV6+ut+fy3Xff1fHjx23X4gKeiGssPcSdd96poqIibdy4UT/88IPuvfdehYaGSpKMRqO6d++uLl26SKp/bWC0bbS/d6P9vZvRaJT040pp1113nRITE/XYY48pOTlZHTp00L///W8999xz2r17tzurClwW81h6kJKSEr322mt6/vnn9dOf/lS/+MUvdM011+jDDz/UW2+9pbfeekt9+vRxdzXRQmh/70b7o0bNPw+ffPKJli1bprNnz8rf319btmzRsGHD3F09oFEESw9jtVqVnp6up556St99950CAwMVGBioP/3pTxo0aJC7q4cWRvt7N9ofkuymD4qPj9cnn3yiN954Q/3793d31YDLIlh6qOLiYhUVFclisSgoKEhms9ndVUIrov29G+0PSXr22We1adMmvfPOO/xjgTaDYAkAgIe5cOGC7rrrLiUlJWno0KHurg7QZARLAAA80A8//KCAgAB3VwNwCsESAAAALsE8lgAAAHAJgiUAAABcgmAJAAAAlyBYAgAAwCUIlgAAAHAJgiUAAABcgmAJAAAAlyBYAgAAwCUIlgAAAHAJgiUAAABc4v8HcRCWW0CLE2UAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mpf.plot(idf.iloc[0:40],type='candle')\n", + "mpf.plot(idf.iloc[0:40],type='candle',update_width_config=dict(candle_linewidth=1.75))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mpf.plot(idf.iloc[0:40],type='candle',update_width_config=dict(candle_linewidth=0.4))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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OpenCloseHighLow
Date
2019-11-06 09:33:003071.763072.033072.073071.25
2019-11-06 09:34:003072.053071.203072.053071.12
2019-11-06 09:35:003071.193071.053071.443071.05
2019-11-06 09:36:003070.633071.993072.043070.08
2019-11-06 09:37:003071.883070.793071.883070.79
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" + ], + "text/plain": [ + " Open Close High Low\n", + "Date \n", + "2019-11-06 09:33:00 3071.76 3072.03 3072.07 3071.25\n", + "2019-11-06 09:34:00 3072.05 3071.20 3072.05 3071.12\n", + "2019-11-06 09:35:00 3071.19 3071.05 3071.44 3071.05\n", + "2019-11-06 09:36:00 3070.63 3071.99 3072.04 3070.08\n", + "2019-11-06 09:37:00 3071.88 3070.79 3071.88 3070.79" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df1.head()\n", + "#df1.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# First create an identical, separate dataframe:\n", + "df2 = df1.copy()\n", + "\n", + "# Then, in the newly created dataframe, \n", + "# copy the High and Low over the Open and Close:\n", + "df2['Open'] = df2['High']\n", + "df2['Close'] = df2['Low']\n", + "\n", + "# Plot both; The original dataframe MUST BE in the addplot:\n", + "ap = mpf.make_addplot(df1,type='candle')\n", + "mpf.plot(df2,type='candle',addplot=ap)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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2qaKiQhaLRXPnztXixYuVkJCguLg4LVy4UDk5OcrOzu5ynNdee03t7e0qKCjo9jvWrFmj1NRUpaWlSZLee+89PfPMM/rFL34xIO8RQGAaFu2dWgDwRV4NlA0NDZozZ45qa2tlsViUkZGhiooK5ebmSpJWrVql0NBQ5efnq7W1VVOnTtXzzz/f7TglJSWaMWNGtwd4pM7RyKKiIh0/flyDBg3STTfdpKeeekrz5s3z9NsDAAAICl4NlJfPF+lMZGSk1qxZozVr1vS63969e3vctnDhQi1cuNCl9gEAAODquJMHANAnJ+xSc1v/aqLDpBFxnmkPAN9BoAQAXNUJu5T7px42NtZKe16QJs6TLEO7bd4+jVAZ1BqOSi1NXV+rs3X9fqXIWEmjPdosuBeBEgBwVb2OTDbWStuWS+OmOQ2U/R3VROCoOX5UWn5zzzuUdn+Y1lE7qVrpic5Dpc3WQxA1uS9cR6AEAAAecb65c2SyrKxMVqu1TzU2m00FBQWO2stFRcdKktNZXa7mUi08g0AJAAA8ymq1KjMz0/Rxho0cLS2tdn4JvbRAKiyTkp0E18jYzlp4DIESAAD4j6RegmGyVUo1H1zRfwRKAAhQPJUNYKAQKAEgAPX6VPZV8FR28HLlQ4jEBxEQKAEgIJl5spqnsoOTmQ8h0sB8EIkO62GDZah051KnswxctRZuQaAEAACmP0gMxAeREXGdwbX77xoq3busxzpGUD2PQAkAAPwGwdA3hXq7AQAAAPBvBEoAAACYQqAEAACAKQRKAAAAmEKgBAAAgCkESgBwgZk57ZgPD0CgYdogAHBBz/Ph9Y758AAEIgIlALiIYAgAnbjkDQAAAFMIlAAA+KEoE9cYzdQCzhAoAQDwQ8OivVMLOEOgBAAfkBDpnVrgkppm79bDvzHoDQA+YOIwad1k6UxL/+oSIjtrAbPOt3u3Hv6NQAkAPsKdwdDMaFFNs5Se6L62AAh8XPIGgABkZrSIkSYA/UWgBAAAgClc8gYAAB5ls9k8si98B4ESAAB4REJ8rCSpoKDA5Vr4BwIlAAAwPdm5s/qJ40dr3XvVOnO2qV/HSoiP1cTxo801CAOKQAkAAExPdt5TPcEwOPBQDgAAAEwhUAIAAMAUAiUAAABM4R5KAIBXnLBLzW39r4sOk0bEub89AFxHoAQADLgTdin3T67Xb59GqAR8CZe8AQADzpWRSXfWA3AvAiUAAABMIVACAADAFFP3UF64cEHHjx/XTTfdpEGDuB0TAAJaw1GpxcmKJ3W2rt8vFxkriYmtgUDnUgr8+uuvtXDhQpWWlkqSqqurdeONN2rhwoW6/vrrtWTJErc2EgDgXTXHj0rLb+59p1Ln6zXXTKpWemLXUFnTbLI9zVJ6orljAHAflwJlUVGRDh48qF27dumOO+5wvD5lyhQtW7aMQAkAAeZ8c+fIZFlZmaxWa59qbDabCgoKHLVdjtdusj0m6wG4l0uB8s0339Rrr72m7OxshYSEOF5PT0/XZ5995rbGAQB8i9VqVWZmprebAcDHuPRQzunTp5WUlNTt9ebm5i4BEwAAAIHPpUB56623auvWrY6fL4XItWvXKicnxz0tAwAAAyY6zLv18G8uXfJ+8sknlZeXp8OHD6u9vV2rV6/W4cOHtXfvXu3evdvdbQQAAB42Iq5zBSKWw4QrXAqUEydOVFVVlVauXKlx48bp3XffVWZmpiorKzVu3Dh3txEAAAwAQiFc5fLkkTfddJNeeukld7YFAAAAfsileyi3bdumioqKbq9XVFTonXfeMd0oAAAA+A+XRiiXLFmilStXdnvdMAwtWbJEeXl5phsGILjtOXhUZ846WZWlFwnxsZo4vudVWWw2Jyu59KK/+wNAsHIpUB49elRjx47t9npaWpqOHTtmulEAgtueg0d1/6SrrMrSg3XvVXcLlVHRsZKkggLnK7lczaV6AIBzLgVKi8Wizz//XCNGjOjy+rFjxxQdHe2OdgEIYpdGJl1ZlcXZqOawkaOlpdU9r0NdWiAVlknJTn5XZGxnPQCgRy4FyunTp+uRRx7Rli1bdNNNN0nqDJOPPvqopk2b5tYGAghebl2VJekqoTDZKqWyAgwAuMKlh3J+97vfKTo6WmlpaRo5cqRGjhwpq9WqxMREPfPMM+5uIwAAAHyYy5e89+7dq+3bt+vgwYOKiopSRkaGJk2a5O72AQAAwMe5PA9lSEiIfvCDH+gHP/iBO9sDAAAAP9PnQPmHP/xBP/vZzxQZGak//OEPve77i1/8wnTDAAAA4B/6HChXrVqln/zkJ4qMjNSqVat63C8kJIRACQAAEET6HCiPHz/u9N8AAAAIbv2+h7KtrU1paWl6++23+zw/HAAAA+GEXWpu619NdJg0Is4z7QGCRb8DZVhYmFpaWjzRFgAAXHbCLuX+ybXa7dMIlYAZLs1DuWDBAj311FNqb293d3sAwO2iw3rZaBkq3bm087sr9T4qyuU5PMzVelN/RybdVestZv4u/fFvGr7Npf9s7N+/Xzt27NC7776rcePGdVtu8Y033nBL4wDAHUbEdY5AOQ8NQ6V7l/VY66+XQ4eZWAXXTC0GTu9/1z3z179p+DaXAmV8fLzy8/Pd3RYA8Bj+B4pAxN81fEW/AmVHR4eefvppVVdX68KFC5o8ebKWLVumqKgoT7UPAOBDbDabR/YF4N/6FSifeOIJLVu2TFOmTFFUVJT+8Ic/6PTp03r55Zc91T4AgA+Iio6VJBUUFLhcCyBw9StQbtiwQc8//7zmzZsnSfrv//5v3XXXXVq7dq1CQ116vgcA4AeGjRwtLa2WWpq6b6yzSaUFUmGZlHzFdHKRsZ21AAJavwLlyZMndeeddzp+njJlikJCQlRTU6OUlBS3Nw4A4BqPPAGcdJVgmGyVUjNd/8UA/Fa/AmV7e7siIyO7vBYWFqa2Nj+cbwEAAhhPAAMYSP0KlIZh6L777lNERITjtZaWFs2fP7/L1EFMGzSwXFkZQuJ/HECg4/wGMFD6FSgLCwu7vebKDdpwn15Xhmislfa8IE2c1+OkzawOAQAAzOpXoFy3bp2n2gEX9Toy2VgrbVsujZvWY6DsqX5PjXSmnytsJkRKE4f1rwYA3KWm2VxteqL72gIEG68usFVcXKzi4mKdOHFCkpSenq7f/va3ysvLk9R5Of3RRx/Vxo0b1draqqlTp+r555/XkCFDJEnr16/X/fff7/TY9fX1SkpK0htvvKHi4mJVVVWptbVV6enpWrZsmaZOnTog79Ef7amR7t/pWu26yQMTKl25zM8lfiCwnTexGrCZWgBeDpQpKSlauXKlRo8eLcMwVFpaqunTp+vjjz9Wenq6Fi1apK1bt2rz5s2yWCx6+OGHNWPGDH3wwQeSpFmzZumOO+7ocsz77rtPLS0tSkpKkiS99957ys3N1ZNPPqn4+HitW7dOd999tz788EPdcsstA/6ePaLhaM9TeVz+/UqRsZK6P7XZ35FJd9X2lZnL/FziB+BtTA6PQOTVQHn33Xd3+fmJJ55QcXGx9u3bp5SUFJWUlKi8vFyTJ0+W1HnJ3Wq1at++fcrOzlZUVFSXVXpOnz6tnTt3qqSkxPHas88+2+V3PPnkk/rjH/+ot956KyACZc3xo9Lym3vfqbTn+1xrJlUrPdG/5ogzc5nflYeXAMAdEuJdnxz+Ui3gq7waKC938eJFbd68Wc3NzcrJydGBAwfU1tamKVOmOPZJS0tTamqqKisrlZ2d3e0YGzZs0LXXXquZM2f2+Hs6OjrU1NSkhISEHvdpbW1Va2ur42e73e7iu/K8882dI5NlZWWyWq1X2fufbDabCgoKHPUIPtw2AG+KMvl/H7P1feXO82Ti+NFa9161zpzt3393E+JjNXG8f33wR/DxeqA8dOiQcnJy1NLSopiYGG3ZskVjx45VVVWVwsPDFR8f32X/IUOGqK6uzumxSkpKNHv27F7XFn/mmWd07tw53XPPPT3us2LFCi1fvtyl9+MtVqtVmZlBNKGwK5f5e7jEH4x6vW3gKrhtAO4wLPrq+3iyvi96PE9MzKBBMESg8nqgHDNmjKqqqtTY2KjXX39dhYWF2r17d7+PU1lZKZvNpldeeaXHfcrLy7V8+XL98Y9/dNxj6UxRUZEWL17s+Nlut2v48OH9bhM8w8xlfn+8xO8JZi79c9sAgkWPf+smZtAAApXXA2V4eLhGjRolScrKytL+/fu1evVqzZo1SxcuXNDZs2e7jFLW19crOTm523HWrl2rCRMmKCsry+nv2bhxox588EFt3ry5y2V0ZyIiIrpM3g7f4splfi7xA3CJs6shLj7wCAQyrwfKK3V0dKi1tVVZWVkKCwvTjh07lJ+fL0k6cuSITp48qZycnC41586d06ZNm7RixQqnx3z11Vf1wAMPaOPGjbrrrrs8/h4wMILuMj/gRb2uDW4ZKt25tMfROjPrinvTVa+GBNgDj4AZXg2URUVFysvLU2pqqpqamlReXq5du3apoqJCFotFc+fO1eLFi5WQkKC4uDgtXLhQOTk53R7Iee2119Te3u70ybny8nIVFhZq9erV+va3v+24/zIqKkoWi2VA3icA+Lve1wYfKt27zGkdD3IBwcGrgbKhoUFz5sxRbW2tLBaLMjIyVFFRodzcXEnSqlWrFBoaqvz8/C4Tm1+ppKREM2bM6PYAjyS9+OKLam9v14IFC7RgwQLH64WFhVq/fr2n3hoABJxgC4bDRo6WllY7v+RdWiAVlknJTm67iYztrAWCiFcD5eXzRToTGRmpNWvWaM2aNb3ut3fv3h637dq1y5WmAQD8jJmphHqsTeolGCZbpVRuuwEkKdTbDQAAwB3MTCU0ENMQAYGMQAkAAABTfO4pb8Ab9tT0fx3yhEhp4jDPtAcAAH9CoETQ21Mj3b/Ttdp1kwmVAAAQKBH0+jsy6a7aQMPa4AAQvAiUAEzrdW3wq6x7zNrgAOD/eCgHgGm9jkxeWve4sbb/tQAAv0CgBAAAgClc8gbgHg1Hu68oInWuKnL598tFxkpiRREA8HcESgCm1Rw/Ki2/ufedSguc106qVnoioRIA/BmBEoBp55s7RybLyspktTpZ29gJm82mgoICRy0AwH8RKAE/4Q/T8litVmVmsrYxAAQbAmWAsNmc3J/mxv3hXT1Oy3OVKXkkpuUBAHgegdLPRUXHSpIKCpzfn9bXevi2HkcmL03JM25aj4HSn6fl6c8HHz4k+ZfoMO/WA3AvAqWfGzZytLS0uuena0sLpMIyKdnJfW2RsZ31gI9JiHf9g9KlWvi2EXGdo+eufOBhhSXA9xAoA0HSVUJhslVK5b42+I+J40dr3XvVOnO2fw/sJMTHauJ4PiT5C0IhEDgIlAB8EsEQAPwHK+UAAAKCmfsquScTMIcRSgBAQHD1vkzuyQTMI1ACAAIGwRDwDi55AwAAwBQCJRCEapq9UwsACExc8gaC0Pl2z9QyETkABCcCJQDTzKzYxGpN8FU9PvltGSrdubTH1al6rQUCFIESgGkur9jEak3wYT0/NT5UundZj3U8NY5gRKAE4B6s2IQARDAE+oaHcgAAAGAKgRIIQlEmrk2YqQUABCYCJRCEhkV7pxYAEJgIlAAAADCFi1eAv2g42v0p6jpb1+9XioyVxFPUAADPIlACfqDm+FFp+c0971Da8/yPNZOqlZ5IqAQAeA6BEvAD55s7RybLyspktVqvsncnm82mgoICRy0AAJ5CoAT8iNVqVWYmczkCAHwLD+UAAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUnvLGgDhhl5rb+lcTHSaNiPNMewAAgPsQKOFxJ+xS7p9cq90+jVAJAICv45I3PK6/I5PuqgUAAAODQAkAAABTCJQAAAAwhUAJAAAAUwiUAAAAMIVACQAAAFOYNgjwAFfm3ZSYexMA4J8IlICb9TrvZmOttOcFaeI8yTLU6S7MvQkA8Ddc8gbcrNeRycZaadvyzu+u1AMA4IMIlAAAADCFQAkAAABTCJQAAAAwhUAJAAAAUwiUAAAAMIVACQAAAFMIlH4uOqyXjZah0p1Le5zv8Kr1CFhm+t1ZrZm/Q/4GAcD/MbG5nxsR1zkRtvO5C4dK9y7rsZZVWYJX7383Pevpb8bVv0P+BgEgMBAoAwD/Q4Yr3P13w98hAAQvLnkDAADAFAIluokyMW5tphYAAPgnAiW6GRbt3tqaZtePZ6YWAAAMDAIlPO58u3dqAQDAwCBQAgAAwBQCJQAAAEwhUAIAAMAUAiW6cfcqKgAAILAxyQu6cfcqKgAAILARKOEUwRAAAPQVl7wBAABgCiOUgB+x2Wwe2RcAADMIlIAfiIqOlSQVFBS4XAsAgKd4NVAWFxeruLhYJ06ckCSlp6frt7/9rfLy8iRJLS0tevTRR7Vx40a1trZq6tSpev755zVkyBBJ0vr163X//fc7PXZ9fb2SkpJUW1urRx99VB999JGOHTumX/ziF3r22WcH4u3hHxIivVPrVQ1HpZam7q/X2bp+v1JkrKTR3V4eNnK0tLS6+zHrbFJpgVRYJiVbnR5v2MjuxwMAwJ28GihTUlK0cuVKjR49WoZhqLS0VNOnT9fHH3+s9PR0LVq0SFu3btXmzZtlsVj08MMPa8aMGfrggw8kSbNmzdIdd9zR5Zj33XefWlpalJSUJElqbW3Vddddp9/85jdatWrVgL9HSBOHSesmS2da+leXENlZ629qjh+Vlt/c+06lPY801kyqVnqikxCY1EswTLZKqZl9bCEAAO7l1UB59913d/n5iSeeUHFxsfbt26eUlBSVlJSovLxckydPliStW7dOVqtV+/btU3Z2tqKiohQVFeWoP336tHbu3KmSkhLHayNGjNDq1aslSS+//PIAvCs444/B0FXnmztHEcvKymS1Ohk17IHNZlNBQYGjHgAAf+Ez91BevHhRmzdvVnNzs3JycnTgwAG1tbVpypQpjn3S0tKUmpqqyspKZWdndzvGhg0bdO2112rmzJmm2tLa2qrW1lbHz3a73dTxEJysVqsyMxk1BAAEPq9PG3To0CHFxMQoIiJC8+fP15YtWzR27FjV1dUpPDxc8fHxXfYfMmSI6urqnB6rpKREs2fP7jJq6YoVK1bIYrE4voYPH27qeAAAAIHM64FyzJgxqqqq0ocffqiHHnpIhYWFOnz4cL+PU1lZKZvNprlz55puU1FRkRobGx1fp06dMn1MAACAQOX1S97h4eEaNWqUJCkrK0v79+/X6tWrNWvWLF24cEFnz57tMkpZX1+v5OTkbsdZu3atJkyYoKysLNNtioiIUEREhOnjAAAABAOvj1BeqaOjQ62trcrKylJYWJh27Njh2HbkyBGdPHlSOTk5XWrOnTunTZs2uWV0EgAAAP3j1RHKoqIi5eXlKTU1VU1NTSovL9euXbtUUVEhi8WiuXPnavHixUpISFBcXJwWLlyonJycbg/kvPbaa2pvb+9x0ueqqipJncHz9OnTqqqqUnh4uMaOHevptwgAABDwvBooGxoaNGfOHNXW1spisSgjI0MVFRXKzc2VJK1atUqhoaHKz8/vMrH5lUpKSjRjxoxuD/Bccssttzj+feDAAZWXl+uGG25wTKgOAAAA13k1UF4+X6QzkZGRWrNmjdasWdPrfnv37u11u2EY/W4bAAAA+sbrD+UAgcpm62F5RTftDwCAryBQAm4WFR0rST3e09vXegAA/AWBEnCzYSNHS0urpRYnSyjW2TrX8S4s61x/+0qRsZ31AAD4EQIl4AlJVwmFyVYplWUZAQCBwefmoQQAAIB/IVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVAi6CVEeqcWAIBAwcTmCHoTh0nrJktnWvpXlxDZWXul6LBeiixDpTuXdn7vQa/1AAD4IAIlIOfB0FUj4qTt06TmNmdbh0r3LuuxNjqssx4AAH9CoAQ8gFAIAAgm3EMJAAAAUwiUAAAAMIVACQAAAFMIlAAAADCFQAkAAABTCJQAAAAwhUAJAAAAUwiUAAAAMIWJzeG3bDabR/YFAAD9Q6CE34mKjpUkFRQUuFwLAADch0AJvzNs5GhpabXU0tR9Y51NKi2QCsukZGvXbZGxnbUAAMCtCJTwT0lXCYbJVik1c2DaMgCiw3rYYBkq3bm083t/awEAcBMCJeAHRsRJ26dJzW1Xbhkq3busx7rosM5aAAA8iUAJ+AmCIQDAVzFtEAAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQAgAAwBQCJQAAAEwhUAIAAMAUAiUAAABMIVACAADAFAIlAAAATCFQwu9Eh/Wy0TJUunNp5/f+1gIAAJcM8nYDgP4aESdtnyY1tznbOlS6d5nTuuiwzloAAOBeXh2hLC4uVkZGhuLi4hQXF6ecnBy98847ju0tLS1asGCBEhMTFRMTo/z8fNXX1zu2r1+/XiEhIU6/GhoaHPvt2rVLmZmZioiI0KhRo7R+/fqBfJvwgBFxUnpi/74IkwAAeIZXA2VKSopWrlypAwcO6KOPPtLkyZM1ffp0ffrpp5KkRYsW6a233tLmzZu1e/du1dTUaMaMGY76WbNmqba2tsvX1KlTdfvttyspKUmSdPz4cd111136/ve/r6qqKj3yyCN68MEHVVFR4ZX3DAAAEGhCDMMwvN2IyyUkJOjpp5/WzJkzdd1116m8vFwzZ86UJP3v//6vrFarKisrlZ2d3a329OnTuv7661VSUqKf/vSnkqRf/epX2rp1q/7617869rv33nt19uxZ/fnPf+5Tm+x2uywWi/5yqlGxcQxzAQCAwNdktytzuEWNjY2Ku0r+8ZmHci5evKiNGzequblZOTk5OnDggNra2jRlyhTHPmlpaUpNTVVlZaXTY2zYsEHXXnutI4BKUmVlZZdjSNLUqVN7PAYAAAD6x+sP5Rw6dEg5OTlqaWlRTEyMtmzZorFjx6qqqkrh4eGKj4/vsv+QIUNUV1fn9FglJSWaPXu2oqKiHK/V1dVpyJAh3Y5ht9t1/vz5Lvte0traqtbWVsfPdrvdxDsEAAAIbF4foRwzZoyqqqr04Ycf6qGHHlJhYaEOHz7c7+NUVlbKZrNp7ty5ptu0YsUKWSwWx9fw4cNNHxMAACBQeT1QhoeHa9SoUcrKytKKFSs0fvx4rV69WsnJybpw4YLOnj3bZf/6+nolJyd3O87atWs1YcIEZWVldXk9OTm5y5Phl44RFxfndHRSkoqKitTY2Oj4OnXqlLk3CQAAEMC8Hiiv1NHRodbWVmVlZSksLEw7duxwbDty5IhOnjypnJycLjXnzp3Tpk2bnI5O5uTkdDmGJG3fvr3bMS4XERHhmMro0hcAAACc8+o9lEVFRcrLy1NqaqqamppUXl6uXbt2qaKiQhaLRXPnztXixYuVkJCguLg4LVy4UDk5Od2e8H7ttdfU3t6ugoKCbr9j/vz5eu655/TYY4/pgQce0M6dO7Vp0yZt3bp1oN4mAABAQPNqoGxoaNCcOXNUW1sri8WijIwMVVRUKDc3V5K0atUqhYaGKj8/X62trZo6daqef/75bscpKSnRjBkzuj3AI0kjR47U1q1btWjRIq1evVopKSlau3atpk6d6um3BwAAEBR8bh5KX8Q8lAAAINj45TyUAAAA8E8ESgAAAJhCoAQAAIApBEoAAACY4vWlF/3BpeeWzjWxBCMAAAgOl3JPX57fJlD2QVNTkyRp0liWYAQAAMGlqalJFoul132YNqgPOjo6VFNTo9jYWIWEhHi7OX1mt9s1fPhwnTp1itV+fAR94nvoE99Dn/ge+sT3DESfGIahpqYmDRs2TKGhvd8lyQhlH4SGhiolJcXbzXAZy0f6HvrE99Anvoc+8T30ie/xdJ9cbWTyEh7KAQAAgCkESgAAAJhCoAxgERERWrp0qSIiIrzdFPwDfeJ76BPfQ5/4HvrE9/han/BQDgAAAExhhBIAAACmECgBAABgCoESAAAAphAoAQAAYAqBEgAAAKYQKAEAAGAKSy8GMbvdrrNnzyoqKkqJiYlXXacTnldbW6tDhw4pIiJCI0eOVGpqqrebFPQ4T3wP54nv4TwBPR6kPv30U+Xl5emuu+7SuHHjVFJS4u0mBb1Dhw7p9ttv16OPPqp7771XRUVFqq+v93azghrnie/hPPE9nCeQCJRB6dNPP9Xtt9+u2267TS+99JJmzpypxx57TGfPnvV204LW8ePHlZubq/z8fO3cuVMrVqzQ7t271djY6O2mBS3OE9/DeeJ7OE9wCZe8g0x9fb0eeOABzZkzR7///e8lSWlpafrss8/0xRdfyG63KyYmRgkJCV5uaXB5/fXXdeutt2rFihWSpPvuu0+vvvqqPvnkEx07dkypqan65je/KcMwFBIS4uXWBj7OE9/EeeJbOE9wOQJlkPniiy+Ul5enwsJCx2vPPvusduzYoR/96Edqa2tTZmam/t//+39KS0vzYkuDy4ULF3TixAmdPHlSqampeuKJJ7R9+3Z99dVXam1t1f/93//plVde0eTJk73d1KDAeeKbOE98C+cJujAQdD7//HPHv9euXWuEhIQYZWVlxsmTJ41XX33VGD9+vFFcXOzFFgaPixcvGoZhGK+++qpx2223GRMmTDB+8pOfGCEhIcabb75pnD9/3jh27Jgxe/Zs41//9V+Nc+fOGR0dHV5udXA4ceKE49+cJ97V3t5uGIZhbNq0ifPEx3Ce4JIQwzAMb4daeFZLS4tCQkLU1tammJiYLtsOHjyor7/+Wjk5OY7XvvWtb2ns2LEqLS0d6KYGDWd9smnTJn311Vf69NNPdf78eb300kuO/RcvXqz/+Z//0Z49e7zV5ID3xRdfyDAMDR8+vNs2zhPvcNYnr7/+uv7+979znnjJoUOHdObMGd1+++3dtnGeBDceyglwhw8f1pw5c/Sd73xHDz74oN5+++0u28ePH+84+Ts6OtTc3Kzhw4frtttu80Zzg8KVffLmm29Kku655x7NmzdPQ4YM0blz57rUXLhwQTfccINaWlq80OLA98UXXyg1NVU//OEPdfToUUmd58MlnCcDz1mfSNLMmTM5T7zkk08+0fjx47Vr1y6n2zlPghuBMoD99a9/1cSJE5WUlKT8/HzZ7Xa9+uqram1t1aWB6YsXLzr2Dw0N1e9+9ztVVVXpjjvu8FazA5qzPtm8ebNaWlocASYuLk579uxRaWmp/vznP+vXv/61/uu//ku//vWvFRkZ6eV3EJi+/vprDR8+XDfccIMKCwtVXV2t0NBQObuAw3kyMJz1ifTPoJ+QkKD333+f82SAHDx4UNnZ2Xrssce0dOlSp/u0t7c7/s15EoS8eb0dnnPy5Elj9OjRRlFRkeO10tJS49/+7d+MM2fOGI2NjV32f/PNN41HHnnEGDx4sPGXv/xloJsbFK7WJ2fPnnW8/uMf/9hISUkxbrzxRiM7O9uoqqryRpODxqlTp4wxY8YY//mf/2lMnTrVyMnJMf72t78ZhmEYNTU1jv04TwZOb33y97//3TAMw/jpT3/KeTIAPvvsMyMkJMRYunSpYRiG0dbWZrz88svGv//7vxvPPfecsWvXri77c54EJ57yDlA2m015eXn6+c9/7njt8OHDOnTokLKyspSamqrJkyfrt7/9rSTpb3/7m44dO6b3339f6enp3mp2QOtLn3zve9/T448/rvLycn388ceKjY3V4MGDlZiY6MWWB7aLFy8qMTFRY8aM0d13362xY8fq6aef1pw5cxQREaFRo0bpmWeeUVRUlE6ePMl5MgCu1ic33HCDXnzxRW3YsEEHDx5UdHQ054kHHTp0SJIcI7+5ubmy2+0KDQ3VuXPnFBERoZ///Of62c9+Jon/nwQtbydaeMZXX31lHD161PHz448/bkRHRxsvvPCCsWnTJuOpp54ykpOTjTfffNOxj91u90ZTg0Zf++SNN97wYiuDV35+vlFaWmoYhmHs3r3bSElJMQYNGmS8/vrrXfbjPBk4fe0TeFZLS4tRVlZmhIeHGxaLxcjPz3fMFlJdXW3MmzfP+Pa3v2189tlnjhrOk+DDCGWAio+PV3x8vOPnQYMG6fXXX3fcy3Lq1Ck999xz+vLLLx37xMbGDnQzg0pf+6S2ttZLLQxOxj8mwR48eLBOnjwpSXr55Zf19ddf61vf+paee+45paenO+bR4zzxvP72CTwrIiJCs2bNkiS98sorevTRRzVy5EhJ0ujRo1VQUKCXXnpJX3zxhW688UZJnCfBiIdyAszlD9lIUltbmyRpyZIluuOOOxwPGURFRWnkyJG6/vrrB7yNwYY+8T2X98mlFVV++MMfqqWlRQUFBXr33Xe1c+dOLVu2TOfPn9cjjzzi6Dd4hqt9YjDzncdc3ieDBg3StGnT9OyzzyorK0vSPx+QslgsSk9P13XXXeeVdsI3MEIZYK655hoZhqEtW7ZoxowZCgsLk/TPT/yX/kP97LPPqqGhQbfeeqs3mxsU6BPfc2WfXHrtySefVEpKit5++22NHz/esX9aWpqj3+AZ9InvubJPYmNju4wKh4Z2jkmVl5crLCyMQBnsvHOlHZ5wadWV//iP/zCuv/56449//GO3fQ4dOmQsWrTIGDx4ME9EDgD6xPdc2SeX30e8YcMG46OPPjIMw2CllQFEn/ie3vrkkk8++cT45S9/acTHxxsHDx4c6CbCxzBC6cdqamr05Zdfqr6+Xrm5uQoPD5ckPfjggwoLC9P3vve9LvsfP35cr7zyiqqqqrRr1y5lZGR4o9kBjT7xPVfrk0mTJjn2/elPf+r496WRY7gffeJ7+tMnkvT5559r7dq12r9/P//tgiSJpRf91CeffKLp06fruuuu0xdffKGIiAgtWbJE06dPV3Jysi5evKhrrrmmW93nn38ui8XC9BoeQJ/4Hlf7pKOjw3E5D+5Fn/geV/ukurpagwcP5lI3Onl7iBT9d+rUKWPUqFHG8uXLjZqaGqOjo8OYMWOGERkZaTzyyCPGl19+2WX/3//+98bvfvc7L7U2ONAnvseVPnn66ae91NrgQJ/4Hlf65KmnnvJSa+HL+Ljnhz799FMlJibq5z//uRITExUSEqKioiLFxMRo9+7devHFFx1r2drtdm3btk3btm3TV1995eWWBy76xPe40idbt26lTzyIPvE9rvTJO++8Q5+gG+6h9EMnTpzQ559/rm984xuO186dO6ecnBwNHjxYL774oh544AGlpqYqLi5OGzZs0MWLFzV48GAvtjqw0Se+hz7xPfSJ76FP4C6MUPqJjo4Ox5xg06dP17XXXquf/OQn+uyzz/TBBx/orrvu0ne/+12VlpY6Tnqpcx6xoUOHKiUlxZvND0j0ie+hT3wPfeJ76BN4AiOUfuDw4cN68sknVVdXp1GjRikvL0+rVq3Sb37zG912222SpPnz5+tXv/qVJOm6665Tc3OzJDm9kRrm0Se+hz7xPfSJ76FP4CkESh935MgRfec731FeXp6+9a1vadu2bfrkk0+UnZ2tffv26csvv9TXX3+tzMxMSVJra6tiYmI0fPhwSf+cPBvuQ5/4HvrE99Anvoc+gUd59ZEg9Kqjo8P49a9/bdxzzz2O1+x2u/H4448b48aNMx566KEu+9vtdmPJkiVGUlKS8dlnnw10c4MCfeJ76BPfQ5/4HvoEnsY9lD4sJCRENTU1qqurc7wWGxurX/7ylyosLNT+/fu1cuVKSdLBgwf12GOPacOGDXrnnXd04403eqvZAY0+8T30ie+hT3wPfQJPI1D6KOMf881nZmbq4sWLOnLkiGNbbGysHnjgAd1yyy1666231NLSovHjxys3N1d79uxxXK6Ae9Envoc+8T30ie+hTzAgvDo+iqs6duyY8Y1vfMN44IEHjKamJsMw/rme7cmTJ42QkBDj7bff9mYTgw594nvoE99Dn/ge+gSexEM5Pu6mm27Spk2blJeXp6ioKC1btswxX1hYWJgyMjKUkJDg5VYGF/rE99Anvoc+8T30CTyJQOkHvv/972vz5s360Y9+pNraWt1zzz3KyMjQhg0b1NDQ4HgCDwOHPvE99InvoU98D30CTwkxjH/cXAGf95e//EWLFy/WiRMnNGjQIF1zzTXauHGjbrnlFm83LWjRJ76HPvE99InvoU/gbgRKP2O323XmzBk1NTVp6NChXZbLgnfQJ76HPvE99InvoU/gTgRKAAAAmMK0QQAAADCFQAkAAABTCJQAAAAwhUAJAAAAUwiUAAAAMIVACQAAAFMIlAAAADCFQAkAAABTCJQAAAAwhUAJAAAAUwiUAAAAMIVACQAAAFP+Pw9tpKjvZ40dAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ap = mpf.make_addplot(df1,type='candle')\n", + "mpf.plot(df2,type='candle',addplot=ap,style='blueskies')\n", + "#mpf.plot(df2,type='candle',addplot=ap,style='yahoo')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{ 'alpha': 1.0,\n", + " 'candle': {'down': '#0095ff', 'up': 'w'},\n", + " 'edge': {'down': '#0095ff', 'up': 'k'},\n", + " 'ohlc': {'down': '#0095ff', 'up': '#0095ff'},\n", + " 'vcdopcod': False,\n", + " 'volume': {'down': '#0095ff', 'up': 'w'},\n", + " 'wick': {'down': '#0095ff', 'up': 'k'}}\n" + ] + } + ], + "source": [ + "import pprint\n", + "pp = pprint.PrettyPrinter(indent=4)\n", + "mc = mpf.make_marketcolors(base_mpf_style='blueskies')\n", + "pp.pprint(mc)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mc = mpf.make_marketcolors(base_mpf_style='blueskies')\n", + "mc['wick'][ 'up' ] = mc['candle']['down']\n", + "mc['wick']['down'] = mc['candle']['down']\n", + "custom_style = mpf.make_mpf_style(base_mpf_style='blueskies',marketcolors=mc)\n", + "ap = mpf.make_addplot(df1,type='candle')\n", + "mpf.plot(df2,type='candle',addplot=ap,style=custom_style)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/simple_2curve_animation.py b/examples/simple_2curve_animation.py new file mode 100644 index 00000000..2c13e8b3 --- /dev/null +++ b/examples/simple_2curve_animation.py @@ -0,0 +1,28 @@ +""" +A simple example of TWO curves from one func animation +""" +import numpy as np +import matplotlib.pyplot as plt +import matplotlib.animation as animation + +fig = plt.figure(figsize=(8*0.66,4*0.66)) +ax1 = fig.add_subplot(1,2,1) +ax2 = fig.add_subplot(1,2,2,sharey=ax1) + +x = np.arange(0, 2*np.pi, 0.02) + +line1, = ax1.plot(x, np.sin(x)) +line2, = ax2.plot(x, 0.5*np.sin(2.5*(x))) + +def animate(i): + line2.set_ydata(0.5*np.sin(2.5*(x + i/5.0))) # update the data + if i%3 == 0: + line1.set_ydata(np.sin(x + i/10.0)) # update the data + return line1,line2 + +ani1 = animation.FuncAnimation(fig, animate, np.arange(1, 100), interval=250) + +# writergif = animation.PillowWriter(fps=5) +# ani1.save('s2c.gif',writer=writergif) + +plt.show() diff --git a/examples/simple_multianimation.py b/examples/simple_multianimation.py new file mode 100644 index 00000000..93a29826 --- /dev/null +++ b/examples/simple_multianimation.py @@ -0,0 +1,29 @@ +""" +A simple example of TWO animated plots +""" +import numpy as np +import matplotlib.pyplot as plt +import matplotlib.animation as animation + +fig = plt.figure() +ax1 = fig.add_subplot(1,2,1) +ax2 = fig.add_subplot(1,2,2,sharey=ax1) + +x = np.arange(0, 2*np.pi, 0.01) + +line1, = ax1.plot(x, np.sin(x)) +line2, = ax2.plot(x, 0.5*np.sin(2.5*(x))) + +def animate1(i): + line1.set_ydata(np.sin(x + i/10.0)) # update the data + return line1, + +def animate2(i): + line2.set_ydata(0.5*np.sin(2.5*(x + i/5.0))) # update the data + return line2, + +ani1 = animation.FuncAnimation(fig, animate1, np.arange(1, 200), interval=250) + +ani2 = animation.FuncAnimation(fig, animate2, np.arange(1, 200), interval=75) + +plt.show()