From eee7d75bb99b61e81e1a8bc56794e2c9645690dd Mon Sep 17 00:00:00 2001 From: unknown Date: Sun, 21 Mar 2021 02:39:10 +0000 Subject: [PATCH] README.ipnb and readme pics added --- examples/README.ipynb | 520 ++++++++++++++++++++++++++++++++ readme_files/fig1.png | Bin 0 -> 10399 bytes readme_files/fig2.png | Bin 0 -> 10584 bytes readme_files/fig3.png | Bin 0 -> 33306 bytes readme_files/fig4.png | Bin 0 -> 38432 bytes readme_files/fig5.png | Bin 0 -> 27341 bytes readme_files/fig6.png | Bin 0 -> 39408 bytes readme_files/simple_option.jpeg | Bin 0 -> 19706 bytes 8 files changed, 520 insertions(+) create mode 100644 examples/README.ipynb create mode 100644 readme_files/fig1.png create mode 100644 readme_files/fig2.png create mode 100644 readme_files/fig3.png create mode 100644 readme_files/fig4.png create mode 100644 readme_files/fig5.png create mode 100644 readme_files/fig6.png create mode 100644 readme_files/simple_option.jpeg diff --git a/examples/README.ipynb b/examples/README.ipynb new file mode 100644 index 0000000..3c3d149 --- /dev/null +++ b/examples/README.ipynb @@ -0,0 +1,520 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### import opstrat" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:25:49.616756Z", + "start_time": "2021-03-21T02:25:47.978776Z" + } + }, + "outputs": [], + "source": [ + "import opstrat as op" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Version check" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:25:50.536932Z", + "start_time": "2021-03-21T02:25:50.518738Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'0.0.24'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "op.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you are using an older version upgrade to the latest package using: " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:24:35.566941Z", + "start_time": "2021-03-21T02:24:33.659040Z" + } + }, + "outputs": [], + "source": [ + "! pip install opstrat --upgrade" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. single_plotter()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Used for plotting payoff diagram for a single option \n", + "\n", + "Parameters\n", + "---\n", + "op_type: kind {'c','p'}, default:'c'
\n", + "   Opion type>> 'c': call option, 'p':put option \n", + "\n", + "spot: int, float, default: 100
\n", + "  Spot Price\n", + " \n", + "spot_range: int, float, optional, default: 5
\n", + "  Range of spot variation in percentage \n", + " \n", + "strike: int, float, default: 102
\n", + "  Strike Price\n", + "\n", + "tr_type: kind {'b', 's'} default:'b'
\n", + "  Transaction Type>> 'b': long, 's': short\n", + "\n", + "op_pr: int, float, default: 10
\n", + "  Option Price" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.a Default plot\n", + "\n", + "Option type : Call
\n", + "Spot Price : 100
\n", + "Spot range : +/- 5%
\n", + "Strike price: 102
\n", + "Position : Long
\n", + "Option Premium: 10
" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:35:54.610050Z", + "start_time": "2021-03-21T02:35:54.361652Z" + }, + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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Ecuv5aX7H8Z0KlIhIGNh/sJiB47MpdiWMyEonNib6Loo4nAqUSCgkJnqLSBWNfn8JizbuZuglaTRNj95xp9J0FERCYdo0vxNIBPnnvI2M++pbruyczNknJfgdJ2yoByUi4qNV2/Zw31sL6dAsjpu6p/gdJ6yoQImEwm9+4y0iR1BwoIiB4+YQH+O4u3c6MfU17lSaCpRIKHz6qbeIVMI5xwNvL2LVtnyGXZZOw5T6fkcKOypQIiI+mDhrPW/P3cgNP0jhzBbxfscJS0ErUGZW38zmmpn+fF5E5AgWbczj0amL6HRiPNecnex3nLAVzB7UMGBpELcnIlLn5O07yMDx2aQl1GPYpenUi8KbwFZVUAqUmTUHLgf+FoztiUS8zExvESnFOce9b8xnU+4+7slKJy1RoyxHEqy/g3oK+CWQWtkKZjYAGADQsmXLIO1WJEy9+abfCSQMvfT5Gj5espX+56fS/vg4v+OEvRqXbzO7AtjmnMs+0nrOubHOua7Oua6NGzeu6W5FRCLK7LU7+d20ZZxzcjxXdEryO05ECEb/8lzgR2a2FpgEXGRm44KwXZHINWqUt4gAO/ILGTxhDo1S6zH44vSonHywOmp8is85NwoYBWBmPYGRzrmba7pdkYj25Zd+J5AwUVziGDZpHjv3HuCJ6xuSHK9xp6rSkRIRCaG//msln6/K4Y4LU2ndONbvOBElqDeLdc7NAGYEc5siIpHqvyu38/T0lfQ8JYFep+nu9sdKPSgRkRDYkrefYZPm0iIzhp//ME3jTtWg6TZEQqF5c78TiI8OFpcweMIc9h0o4pGrMkmIVV+gOlSgREJhnC5kjWZ//Gg52et2cXfvdJo31Mdsdamsi4gE0ceLtzD2s9X0PiOJ89pp3KkmVKBEQmH4cG+RqPLtjgJGvDGfNk1i6X9+pTfWkSpS31MkFObN8zuB1LL9B4sZOD4b50oY0achsTG6KKKm1IMSEQmCx95bwuJNuxl6aRpN0vR//2BQgRIRqaF35m5kwsxv+XGXZLq2TvA7Tp2hAiUiUgMrt+5h1FsL6HBCHDd1T/E7Tp2ifqhIKLRr53cCqQV7C4sYOC6b+Fi4p3c69etp3CmYVKBEQmHsWL8TSIg553jg7YWsztnLwz9uQIPk+n5HqnN0ik9EpBomzPqWd+Zt4oZzUjijRbzfceokFSiRUBgwwFukTlq4IY9H313MWSfGc/XZyX7HqbN0ik8kFFas8DuBhEhewUEGjs8mPaked12aTj3dBDZk1IMSEaki5xwjp8xnS94+RvROJy1RH6GhpKMrIlJF//ff1XyyZCu3nJdKu+Pj/I5T56lAiYhUwddrd/L7D5fxg5Pjubxjkt9xooLGoERCoVMnvxNIEOXkFzJ4/ByapMUw6OJ0TT5YS1SgRELhqaf8TiBBUlziGDZpLrn7DvDEdQ1JjteJp9qiIy0icgR/+XQl/1u1g9svTKVV41i/40QVFSiRULj5Zm+RiPbZiu385dOV9Dw1gV4dNPlgbdMpPpFQ2LDB7wRSQ5vz9jFs0lxaZMYwoKfGnfygHpSIyGEOFpcwZMIc9h8sYmSfDOJjVZz8oAIlInKY309bRva6XAb2SuOEBjrR5BcVKBGRUj5ctIW/fb6GrDOTOLedxp38pP8aiIRC9+5+J5BqWLdjLyPfmEebprH87LxUv+NEPRUokVB44gm/E8gx2n+wmEHj5wCOEVkZxMZo3MlvOsUnIgL8euoSFm/azV2XptEkTZMPhgMVKJFQuOYab5GI8PbcDUyc9S1XdUmmS+sEv+NIgE7xiYTCjh1+J5AqWrF1D/e/tZDTTojjJ91T/I4jpagHJSJRa29hEQPHZRMfC3f3Tqd+PY07hRMVKBGJSs45Rr21kDU5exl+WToNkjXuFG5UoEQkKo2b+S3vzt/EjT9I4YwW8X7HkQpoDEokFHr18juBHMGCDbk8NnUxnVvFc1XXZL/jSCVUoERC4aGH/E4glcgrOMig8dlkJNXjrkvSqaebwIatGp/iM7MWZvZvM1tiZovNbFgwgomIBJtzjhFvzGNL3n7uyUonNVGjHOEsGD2oImCEc26OmaUC2Wb2iXNuSRC2LRKZsrK8x2nT/M0hZYz9bDXTl27jtgtSaXdcnN9x5ChqXKCcc5uBzYGv95jZUuAEQAVKote+fX4nkMPMWrOTP3y0jO5tEujTMcnvOFIFQe3fmlkr4CxgZjC3KyJSE9v3FDJkQjZN02IY1CtNkw9GiKAVKDNLAd4EhjvndlfQPsDMZpvZ7O3btwdrtyIiR1Rc4hg2aS65+w4yok86SfEad4oUQfmXMrNYvOI03jn3VkXrOOfGOue6Oue6Nm7cOBi7FRE5qqenr+CLb3bw856ptGoU63ccOQY1HoMyr6/8ErDUOfenmkcSqQOuuMLvBAL8Z8V2/vqvVVzUIZGLOmjcKdIE4yq+c4FbgIVmNi/w3P3OuQ+CsG2RyDRypN8Jot6m3H0MmzSXlo1iuOPCNL/jSDUE4yq+zwGNOIpI2DhYXMKQCXMoLCpiZFYm8bH6iIpEGi0UCYWePb1FfPG7acuY820ug3ql06yBbpgTqVSgRKRO+XDRZl76fA19OibRo60mH4xkKlAiUmeszdnLyDfm07ZpLD89L9XvOFJDKlAiUifsP1jMwPHZgOOerAxi62vcKdKpQIlInfDou4tZunkPd12WTpM0TT5YF2j0UCQUrr/e7wRR5c3sDUz6ej1Xd02mSytNPlhXqECJhMKgQX4niBrLt+zhgXcWcnrzOG78QYrfcSSIdIpPJBQKCrxFQiq/sIiB47JJjIXhl6VTv57GneoSFSiRUOjTx1skZJxzjHprIWt37GV473QaJGvcqa5RgRKRiDTuq3VMnb+Jn/wghdOba9ypLlKBEpGIs2BDLo+9t4TOreL5cddkv+NIiKhAiUhEyS04wMBx2WQk1eOuS9Kpp8kH6ywVKBGJGCUljnsmz2fr7v2MyEonNVEfYXWZLjMXCYX+/f1OUCe9+Nlq/rVsG7dfmErb4+L8jiMhpgIlEgoqUEE3c/UOnvxoGT3aJpB1piYfjAbqH4uEQk6Ot0hQbN9TyNCJc2iaEcOgXmmYxp2ignpQIqFw7bXe44wZvsaoC4pLHMMmzSVv30GeuL4hiXH6f3W00L+0iIS1p6av4ItvdnBHz1RObBTrdxypRSpQIhK2Zizfxl//tYqLOiRyUQeNO0UbFSgRCUsbc/cx/PV5tGoUwx090/yOIz5QgRKRsHOgqITB47MpLCpiRJ8M4mN0UUQ00kUSIqEwcKDfCSLaE9OWMm99HiOzMmiWoY+paKV/eZFQuOEGvxNErA8Wbubl/63l8k5JdG+b4Hcc8ZFO8YmEwvr13iLHZE3OXu6dMp92x8Vyy7mpfscRn6kHJRIKt9ziPervoKps/8FiBo7Lpp457snKILa+xp2inXpQIhIWHvnnYpZt2cNdl6bTOFWTD4oKlIiEgSnZG3h99nquOTuZzq00+aB4VKBExFfLtuzmwXcWcnrzOG44J8XvOBJGVKBExDf5hUUMHJdNYiwMvyyd+vU07iTf00USIqEwYoTfCcKec45fvbmAdTsKePSqhjRI1riTlKUCJRIKffv6nSDs/ePLdby/YDM390jhtOaafFDK0yk+kVBYvtxbpELz1ufym/eX0KVVPFd2SfY7joQp9aBEQuHOO71H/R1UObkFBxg8PpuGyfUYemk69TT5oFRCPSgRqTUlJY57Xp/Htj2FjMjKIDVBH0FSOb07RKTWvPDZN/xr+XZ+dl4KbZpq8kE5MhUoEakVX63ewZMfLefcdgn0PlOTD8rRBaVAmVlvM1tuZqvM7L5gbFNE6o5te/YzdMIcjs+IYeBFaZjGnaQKanyRhJnVB54FLgE2AF+b2bvOuSU13bZIxHrwQb8ThI2i4hLumjiX3fsP8rsrG5IYpxM3UjXmnKvZBsy6A4865y4LfD8KwDn3RGWvSU1NdV26dCnz3PXXX8+gQYMoKCigT58+5V7Tv39/+vfvT05ODtdeey04B8XF37UPvP12brj6atZv2MAth66gKmXEkCH0zcpi+cqV3Dl8eLn2B++9l4t79mTeggUMHzWqXPvjDz9Mj3PO4YuZM7n/scfKtT/1xBN0OvNMps+Yweg//rFc+4tPPUX7tm2ZOm0aY555plz7ay++SIvmzXn9rbd4/qWXyrVP+cc/aJSZySvjx/PKhAnl2j944w2SkpJ47m9/Y/Lbb5drn/H++wA8+de/8t6HH5ZpS0xMZNqUKQD85g9/4NP//KdMe2bDhrz52msAjPr1r/ly1qwy7c1POIFxY8cCMPy++5i3cGGZ9nZt2jD26acBGDBsGCtWrSrT3umMM3jqd78D4OYBA9iwcWOZ9u7duvHEI48AcM0tt7Bj584y7b0uvJCHfvlLALKuvZZ9+/aVab+id29GDh0KQM/LL+dw1191FYPuuMN77113Xbn2/jfdRP9+/cjZsYNrf/rTcu167x35vXf5L5/l2S820Hn3J2xc8GWZtoSEBF6a7O3zmSef4cvPyrZnNMjg2VefBeDJx55k7uy5ZdqPO/44xrw4BoDR949m6aKlZdpbn9ya0X8eDcCDdz/Imm/WlGk/9fRTefBx7z8TI+4cwZbNW8q0n9X1LEY+PBKAwT8bTO6u3DLt3S/ozpCRQwC4/frb2b9/f5n2H176Q+4YcgcA/X7Ur9yx6XNlH/rd3o99Bfu448Y7yrVffePVXHPTNezcsZOhtw4t137TrTdx+VWXs3njZkYOHFmu/bZBt9Grdy9Wr1zNQyMeKtc+6J5BnNvzXJYsXMJvH/htufYRD46gc7fOzJk1hzGjx5RpM4wXnnmBTp06MX36dEaPHl3u9S+++CLt27dn6tSpjBkzplz7a6+9RosWLTCzbOdc18Pbg3GZ+QlA6YlvNgDnHL6SmQ0ABgDExwfhZpBFRVD6zbBlC6xa5T0e9gEFwObNXvu6dRW3b9zota9fX3H7hg2Qmek9VtS+fj0kJXnbqah93Tow83JU1L52rffzVJZ/zRrYtQu2bau4ffVqSEiA7dsrbj9UFHJyyrc79337zp3l2/Pzv2/ftat8+54937fn5ZVv3737+/bdu8u35+V9375nT/n2Xbu+b8/PL9++c+f37QUFZd8Xh37mQ+0VHZvt2732/fsrbt+2zWvPza24vYL3XpuCAgBWJSVF9Xsv94Dj2S82cOPZLWi0pjnvLUks054Ym0ibhm0AyEzMJDGmbHtKXMp37Q0SG5RrT41P/a49IyGjXHtafNp37WnxaeXaMxIyvmtPjU8lLyavTHuDxAbftafEpVAYU1imPTMx87v2pNgkrKjsqctGSY2+az983wCNkxvTpmEbChIKKmxvmtKUNg3bkFOSU2H7cSnH0aZhG+L3xlfY3iy1GW0atqE4o7jC9hPSTqBNwzbkp+dX2N48rTltGrZhW9q2CttDLRg9qGuB3s65OwLf3wKc45wbUtlrunbt6mbPnl2j/ZKT4/3iiYSjAQO8x0DPMhptLCjm8k920CwzmbcGnUtCrG5lJBWrrAcVjJPBG4EWpb5vHnhORKLUgRLH4C9zKTbjuX5dVJykWoJRoL4G2ppZazOLA24E3g3CdkUkQj0+fw/zdh7kj9d1pFUj3cpIqqfGY1DOuSIzGwJ8BNQH/u6cW1zjZCISkd5fv59XVhVw27mt6X368X7HkQgWlHvxOec+AD4IxrZEJHKt3lPEr7LzOKtFBvdlneJ3HIlwulmsSCgMHux3glq3r8gx6MtcYmNjeLZfZ+Ji9PdOUjMqUCKh0LGj3wlq3cNzd7M8r4iXbz2bZhm1f0my1D36L45IKMyf7y1RYvKaAt5Yu48hF7WhZ/smfseROkI9KJFQeNa7+0E0/B3U0tyDPDR3Dz1OzmT4xe38jiN1iHpQIlJtew6WMOirPNKTYnn6xrOoX083gZXgUQ9KRKrFOcd9s3fzbX4REwd0p3FqEG5hJlKKelAiUi2vrirg/Q37ubf3KXRr3dDvOFIHqUCJyDGbu+MAv12wh4tPbcKA80/yO47UUTrFJxIKI0b4nSBkdhWWMOSrPJqmJTDmuk7U07iThIgKlEgotG/vd4KQKHGOu2flsb2whCm3dSE9KdbvSFKH6RSfSCjMnOktdczzy/YyY0shD13RgTObZ/gdR+o49aBEQuHQzLTnlJu7M2J9sa2QMYvz6duxGTf/4ES/40gUUA9KRI5q275i7pqZR+tGyTxx9RmYadxJQk89KBE5oqISx9CZeewthgk3dyElXh8bUjv0ThORI/rT4nxmbj/An67vSLumqX7HkSiiU3wiUql/bd7Pc8v28pNuLbi6c3O/40iUUQ9KJBTuv9/vBDW2YW8xd8/aTYfjU3mk72l+x5EopAIlEgqtWvmdoEYKix2Dv8qlxIznb+5CQmx9vyNJFFKBEgmFzz7zHi+4wN8c1fT4gj3M33mQF27uzImZyX7HkSilAiUSCuPGeY8RWKCmrt/Hq6sKuP281vQ+/Xi/40gU00USIvKdb/YUcd/s3XRpmcF9Waf4HUeinAqUiACwr8gx6Mtc4uNieKZfZ2Lr6+NB/KVTfCICwENzd7Mir4hXb+vG8emJfscRUQ9KRGDymgKmrN3H0F5tuaBdY7/jiADqQYmExmOP+Z2gypbkHuShuXs4r00mw3q19TuOyHdUoERC4bjj/E5QJbsPljDoyzwykuJ46sazqK/JByWMqECJhMLHH3uPl17qb44jcM7xq6/zWL+3iEl3nk2jlHi/I4mUoQIlEgpTpniPYVygXl5VwLSNhYzKOoWzWzX0O45IObpIQiQKzdlxgMfn7+HiU5sw4IKT/I4jUiEVKJEos6uwhCFf5XF8RiJjruukyQclbOkUn0gUKXGOu2flkVNYwpu3dSE9KdbvSCKVUg9KJIo8t2wvM7YU8nDf0zijebrfcUSOSD0okVD4wx/8TlDOF9sK+dPifK7s1Ix+57T0O47IUalAiYRCRobfCcrYuq+Yu2bmcVKjZB6/6gyNO0lEUIESCYWpU73Hvn39zQEUlTiGzsxjbzFMvLkLyfH6tZfIUKMxKDP7o5ktM7MFZva2mWUEKZdIZJs69fsi5bMnF+Uza/sBHr/6DNo2TfU7jkiV1fQiiU+A051zZwIrgFE1jyQiwfLppv28sHwvP+nWkqvOau53HJFjUqO+vnPu41LffgVcW7M4VbMxdx/Xj50LRcW1sTuRY/bXnQcBGPr+dl9zbC8s4bRmaTzSt4OvOUSqI5gno28DXq+s0cwGAAMAWras2RVE8TH16N62SY22IRJK6UlxAHQ/1d8p0xNi6/GLC08mIba+rzlEqsOcc0dewWw6UNGtmR9wzv0zsM4DQFfgane0DQJdu3Z1s2fPrkZckQjRs6f3OGOGnylEIoKZZTvnuh7+/FF7UM65i4+y4f7AFUCvqhQnkajwwQd+JxCJeDU6xWdmvYFfAhc65wqCE0mkDkhK8juBSMSr6VV8zwCpwCdmNs/MXghCJpHI99xz3iIi1VbTq/jaBCuISJ0yebL3OGiQvzlEIphuFisiImFJBUpERMKSCpSIiIQlFSgREQlLR/1D3ZDs1Gw7sC4Im2oE5ARhO+LR8QwuHc/g0vEMrnA6nic65xof/qQvBSpYzGx2RX99LNWj4xlcOp7BpeMZXJFwPHWKT0REwpIKlIiIhKVIL1Bj/Q5Qx+h4BpeOZ3DpeAZX2B/PiB6DEhGRuivSe1AiIlJHqUCJiEhYipgCZWbDzGyRmS02s+GB5xqa2SdmtjLw2MDnmBGjkuP5qJltDNyZfp6Z9fE5Zlgzs7+b2TYzW1TquQrfk+b5i5mtMrMFZtbZv+Th6RiPZ08zyyv1Xn3Yv+ThqZLjeV3gd77EzLoetv6owPtzuZldVvuJy4uIAmVmpwM/B7oBHYErzKwNcB/wqXOuLfBp4Hs5iiMcT4A/O+c6BRbNundkrwC9D3uusvdkFtA2sAwAnq+ljJHkFap+PAH+W+q9+lgtZYwkr1D+eC4CrgY+K/2kmXUAbgROC7zmOTOrXwsZjygiChRwKjDTOVfgnCsC/oN3kK8EXg2s8yrwY3/iRZzKjqccA+fcZ8DOw56u7D15JfAP5/kKyDCz42slaIQ4xuMpR1HR8XTOLXXOLa9g9SuBSc65QufcGmAV3n9gfRUpBWoRcL6ZZZpZEtAHaAE0dc5tDqyzBWjqV8AIU9nxBBgSOAX1d50yrZbK3pMnAOtLrbch8Jwc2ZF+x7ub2Xwzm2Zmp/mQrS4Jy/dnRBQo59xS4PfAx8CHwDyg+LB1HKBr5qvgCMfzeeBkoBOwGRjjT8K6Qe/J4DrseM7Bu39bR+CvwDt+5ZLQiYgCBeCce8k518U5dwGwC1gBbD10miTwuM3PjJGkouPpnNvqnCt2zpUA/0cYdPEjUGXvyY1830sFaB54To6swuPpnNvtnMsPfP0BEGtmjfyLGfHC8v0ZMQXKzJoEHlvijZdMAN4FfhZY5WfAP/1JF3kqOp6HjYlchXcqUI5NZe/Jd4GfBq7m+wGQV+rUlVSuwuNpZseZmQW+7ob3WbbDl4R1w7vAjWYWb2at8S7mmeVzJnDORcQC/BdYAswHegWey8S7smclMB1o6HfOSFkqOZ6vAQuBBXhv2OP9zhnOCzAR71ToQbxz9rdX9p4EDHgW+CZwjLv6nT/clmM8nkOAxYH371dAD7/zh9tSyfG8KvB1IbAV+KjU+g8E3p/LgSy/8zvndKsjEREJTxFzik9ERKKLCpSIiIQlFSgREQlLKlAiIhKWVKBERCQsqUCJiEhYUoESEZGw9P+Cd5+P3wiluAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "op.single_plotter()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T01:26:26.359970Z", + "start_time": "2021-03-21T01:26:26.339957Z" + } + }, + "source": [ + "Green : Profit
Red : Loss" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T00:39:27.718789Z", + "start_time": "2021-03-21T00:39:27.709577Z" + } + }, + "source": [ + "### 1.b Input parameters \n", + "Strike Price : 450
\n", + "Spot price : 460
\n", + "Option type : Put Option
\n", + "Position : Short
\n", + "Option Premium : 12.5
" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:35:55.429545Z", + "start_time": "2021-03-21T02:35:55.161638Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "op.single_plotter(spot=460, strike=460, op_type='p', tr_type='s', op_pr=12.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. multi_plotter()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Used for plotting a single option
\n", + "Parameters\n", + "----------\n", + "spot: int, float, default: 100
  \n", + " Spot Price\n", + " \n", + "spot_range: int, float, optional, default: 20
  \n", + " Range of spot variation in percentage \n", + " \n", + "op_list: list of dictionary
\n", + "  Each dictionary must contiain following keys:\n", + "
  'strike': int, float, default: 720\n", + "
  Strike Price\n", + "
  'tr_type': kind {'b', 's'} default:'b'\n", + "
  Transaction Type>> 'b': long, 's': short\n", + "
  'op_pr': int, float, default: 10\n", + "
  Option Price\n", + "
  'op_type': kind {'c','p'}, default:'c'\n", + "
  Opion type>> 'c': call option, 'p':put option \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.a Default plot : The short strangle \n", + "Options trading that involve:
 (a)selling of a slightly out-of-the-money put and
 (b)a slightly out-of-the-money call of the same underlying stock and expiration date. \n", + "
spot_range=+/-20%\n", + "
spot=100
\n", + "
Option 1:Short call at strike price 110
 op_type: 'c','strike': 110 'tr_type': 's', 'op_pr': 2\n", + "
Option 2 : Short put at strike price 95
 'op_type': 'p', 'strike': 95, 'tr_type': 's', 'op_pr': 6" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:35:56.929658Z", + "start_time": "2021-03-21T02:35:56.131695Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "op.multi_plotter()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T01:08:54.851204Z", + "start_time": "2021-03-21T01:08:54.843164Z" + } + }, + "source": [ + "### 2.b Example: Iron Condor (Option strategy with 4 options)\n", + "\n", + "An iron condor is an options strategy consisting of two puts (one long and one short) and two calls (one long and one short), and four strike prices, all with the same expiration date. \n", + "\n", + "stock currently trading at 212.26 (Spot Price)
\n", + "\n", + "Option 1: Sell a call with a 215 strike, which gives 7.63 in premium
\n", + "Option 2: Buy a call with a strike of 220, which costs 5.35.
\n", + "Option 3: Sell a put with a strike of 210 with premium received 7.20
\n", + "Option 4: Buy a put with a strike of 205 costing 5.52. " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:35:57.709956Z", + "start_time": "2021-03-21T02:35:56.931660Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "op1={'op_type': 'c', 'strike': 215, 'tr_type': 's', 'op_pr': 7.63}\n", + "op2={'op_type': 'c', 'strike': 220, 'tr_type': 'b', 'op_pr': 5.35}\n", + "op3={'op_type': 'p', 'strike': 210, 'tr_type': 's', 'op_pr': 7.20}\n", + "op4={'op_type': 'p', 'strike': 205, 'tr_type': 'b', 'op_pr': 5.52}\n", + "\n", + "op_list=[op1, op2, op3, op4]\n", + "op.multi_plotter(spot=212.26,spot_range=10, op_list=op_list)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. yf_plotter()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Parameters\n", + "----------\n", + "ticker: string, default: 'msft' stock ticker for Microsoft.Inc
\n", + "  Stock Ticker
\n", + "exp: string default: next option expiration date
\n", + "  Option expiration date in 'YYYY-MM-DD' format
\n", + " \n", + "spot_range: int, float, optional, default: 10
\n", + "  Range of spot variation in percentage
\n", + " \n", + "op_list: list of dictionary
\n", + " \n", + "  Each dictionary must contiain following keys
\n", + "  'strike': int, float, default: 720
\n", + "   Strike Price
\n", + "  'tr_type': kind {'b', 's'} default:'b'
\n", + "   Transaction Type>> 'b': long, 's': short
\n", + "  'op_type': kind {'c','p'}, default:'c'
\n", + "   Opion type>> 'c': call option, 'p':put option
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.a Default plot" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Strangle on Microsoft stock
\n", + "Stock ticker : msft(Microsoft Inc.)
 \n", + "Option 1: Buy Call at Strike Price 250
 \n", + "Option 2: Buy Put option at Strike price 225" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:36:08.204606Z", + "start_time": "2021-03-21T02:35:57.711529Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "op.yf_plotter()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.b Example: Strangle on Amazon \n", + "\n", + "Strangle:
\n", + "A simultaneous purchase of options to buy and to sell a security or commodity at a fixed price, allowing the purchaser to make a profit whether the price of the security or commodity goes up or down.\n", + "\n", + "Stock ticker : AMZN(Amazon Inc.)
 \n", + "Option 1: Buy Call at Strike Price 3070
 \n", + "Option 2: Buy Put option at Strike price 3070" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:36:15.904471Z", + "start_time": "2021-03-21T02:36:08.206820Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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nwJdKqRjgLFmvSy+EEGLzZuNjSIiZKYQocGJjY/Hx8aFChQoYJ+EShYHWmvj4eGJjY6lYseIt7ZMbZ7HYCtTPYf0BjPnI165PAbre6f0KIUSBNXiw8VHOYiFErkpJSZFyXAgppShatCi3c9IHudS0EEIIIQoNKceF0+3+u0tBFkIIIYQQIhMpyEIIIYQQecTb2zvP7istLY1XXnmFqlWr0qBBA+69916+//77G+4TGhp69eJsFSpU4MyZM9luM2vWLOrWrUtwcDB16tRh6dKlDBo0iJCQEGrVqoWHhwchISGEhISwcOHCHO9n6dKlBAcHExISQqNGjVizZs3VbZ9//jlVq1alatWqfP755wAkJydfPWZISAiBgYEMdkxHS01NpXv37lSpUoWmTZty6NChf/HdyipXT/MmhBBCCCGsYfjw4Rw/fpzt27fj5ubGyZMn+d///ndHx4yNjeWtt95i48aN+Pr6cv78eU6fPk3Hjh0BOHToEO3atWPzlTcbX0dERAQdOnRAKcXWrVvp1q0bu3fv5uzZs4wePZr169ejlKJhw4Z06NABf3//LMds2LAhnTt3BuCTTz7B39+fmJgY5s6dy9ChQ5k3b94dPU4ZQRZCCKt5+21jEUIUCps3b+aee+4hODiYTp06kZCQABijuUOHDqVJkyZUq1aN33//HYCLFy/SrVs3atWqRadOnWjatOnVUd8rLl68yEcffcTkyZNxc3MDoESJEnTr1g2Ap556ikaNGlG7dm1Gjhx5y1lPnTqFj4/P1ZFwb2/vWz4zRGbe3t5X5wVfuHDh6uc//vgjkZGRBAQE4O/vT2RkJD/88EOWfffu3cupU6d44IEHAGM0um/fvgBERUXxyy+/cKdnEJYRZCGEsJpmzcxOIESBt3rPKU4np+bqMYv5uBFavfht79enTx8mT55M8+bNGTFiBKNHj2bChAkApKen8/fff7NixQpGjx7NypUrmTZtGv7+/uzcuZPt27cTksMpIWNiYihXrhxFihTJ8T7feustAgICsNvtREREsHXrVoKDg2+atV69epQoUYKKFSsSERFB586dad++/XVvP2LECBo1akSHDh2ybVu8eDGvvvoqp06dYvny5QDExcVRtmzZq7cJCgoiLi4uy35z586le/fuV0t15n2cnZ3x9fUlPj6ewMDAmz6e65ERZCGEsJo//zQWIUSBl5SURGJiIs2bNwegb9++/Pbbb1e3X5lG0LBhw6tza9esWUOPHsZlJOrUqXNLxfZa8+fPp0GDBtSvX58dO3awc+fOW9rPZrPxww8/sHDhQqpVq8aQIUMYNWrUdW8/ZsyYHMsxQKdOndi9ezdLlixh+PDht5x97ty5PPLII7d8+39DRpCFEMJqhg0zPsp5kIW4a/7NSK8ZrkyPsNlspKen3/J+VapU4ciRI5w7dy7bKPLBgwd5//33WbduHf7+/vTr1++2ri6olKJJkyY0adKEyMhI+vfvf8OSfDMPPvggBw4c4MyZM5QpU4bVmX73xcbGEhoaevXrLVu2kJ6eTsOGDa+uK1OmDEePHiUoKIj09HSSkpIoWrTov84DMoIshBBCCGEaX19f/P39r84v/vLLL6+OJl/Pfffdx/z58wHYuXMn27Zty3YbT09PHnvsMZ577jkuX74MwOnTp1mwYAHnzp3Dy8sLX19fTp48edMzW2R27NgxNm7cePXrzZs3U758+Vve/4qYmBi01mit+evvdaSmplK0aFFatWrFTz/9REJCAgkJCfz000+0atXq6n5ff/11ttHjDh06XD3bxcKFCwkPD7/j813LCLIQQgghRB65ePEiQUFBV79+/vnn+fzzz3nyySe5ePEilSpV4tNPP73hMQYOHEjfvn2pVasWNWrUoHbt2vj6+ma73Ztvvsnrr79OrVq1cHd3x8vLizFjxlCvXj3q169PjRo1KFu2LPfdd98t509LS+PFF1/k2LFjuLu7U6xYMaKjo697++vNQV60aBFffPEFNpszru7ufDX7a5RSBAQEMHz4cBo3bnx1/4CAgKv7zZ8/nxUrVmQ51mOPPUbv3r2pUqUKAQEBzJ0795Yfz/WoO32XX15o1KiRvvbdmUIIUWBdeTlRplgIkat27dpFzZo1zY5xx+x2O2lpabi7u7N//35atGjBnj17cHV1NTvaLdNacy4lnZQ0O16uNrzcnO/6VQ5z+vdXSm3QWje69rYygiyEEEIIkY9cvHiRsLAw0tLS0Fozbdo0Kce5TAqyEEJYjeP0TkIIkRMfH59s5z3OL7KWY2e83a1ZRa2ZSgghCrMczmkqhBD5ndaac5fSSEnPwMvNGW8369ZQ6yYTQojCauVK42OLFubmEEKIXJK5HHu7OeNl4XIMUpCFEMJ63nzT+CgFWQhRAGitSbqURmo+Kccg50EWQgghhBB3SX4sxyAFWQghhBAiz3h7e+fZfYWGhlK9enXq1avHfffdx549e254+yVLllz3ktN79uwhNDSUkJAQatasyYABA/jxxx8JCQkhJCQEb29vqlevTkhICH369AGyl2ObTqdJkybUq1eP2rVrM3LkyKvHP3jwIE2bNqVKlSp079796sVNhgwZcvU+qlWrhp+f39V9Pv/8c6pWrUrVqlWvXigk11y5iomVl4YNG2pTJB7VOiPDnPsWQhRezZsbixAiV+3cudPsCNrLyyvP7qt58+Z63bp1WmutZ8yYodu3b3/D2/ft21cvWLAgx20tW7bUS5Ysufr11q1br3tfWmudkZGhEy6k6hNJl/SFlLSr65KTk7XWWl++fFk3adJEr127VmutddeuXfXXX3+ttdb6v//9r542bVq2DJMmTdL9+/fXWmsdHx+vK1asqOPj4/XZs2d1xYoV9dmzZ2/4+HL69wfW6xy6p4wgX8/5U7DpK9izAjIyzE4jhBBCiAJq8+bN3HPPPQQHB9OpUycSEhIAYwR46NChNGnShGrVql29HPXFixfp1q0btWrVolOnTjRt2vSmp3178MEHiYmJAbKOYi9cuJB+/frx559/smzZMl566SVCQkLYv39/lv2PHz+e5QqAdevWve59aa1JdIwc+7g74+mYVqGUunrfaWlppKWloZRCa82qVauIiooCoG/fvixZsiTbcTNfZvrHH38kMjKSgIAA/P39iYyM5Icffrjh9+B25I+JIGbwLg7l74NDa0BnQPWHwEn+nhBC5IEZM8xOIETBt28lnD+Zu8f0LgFVb//NtX369GHy5Mk0b96cESNGMHr0aCY4zoeenp7O33//zYoVKxg9ejQrV65k2rRp+Pv7s3PnTrZv307ILZwa8ttvv71hqW3WrBkdOnSgXbt2V4tqZkOGDCE8PJxmzZrRsmVL+vfvn2W6wxUZWrP6j//jk5kz+ejjj/B0zVo17XY7DRs2JCYmhkGDBtG0aVPOnDmDn58fzs7GbYOCgoiLi8uy3+HDhzl48CDh4eEAxMXFUbZs2avbc9rnTkjju5GKDxjLie2w+zsZSRZC5I3q1Y1FCFHgJSUlkZiYSPPmzQFj9PS33367ur1z584ANGzYkEOHDgGwZs0aevToAUCdOnUIDg6+7vEfffRRQkJC+OOPP3j//ff/dc7+/fuza9cuunbtyurVq7nnnntITU3NcpsMrUm6mEbt4Pp8nEM5BrDZbGzevJnY2Fj+/vtvtm/ffkv3P3fuXKKiorDZbP/6MdwOGUG+mQr3g3KCA/8zRpJrdpCRZCHE3fXtt8bH9u3NzSFEQfYvRnrN4ObmBhjFMj09/bb3nz17No0aNcqyLvNlnVNSUm75WKVLl+Y///kP//nPf6hTpw7bt2+nYcOGV7cnp6Rz2Z5BEXdnPHIox5n5+fkRFhbGDz/8wAsvvEBiYiLp6ek4OzsTGxtLmTJlstx+7ty5TJ069erXZcqUYfXq1Ve/jo2NJTQ09JYfy81I07sV5ZtB5TA4tQt2LYUMu9mJhBAF2fjxxiKEKPB8fX3x9/e/Or/4yy+/vDqafD333Xcf8+fPB2Dnzp1s27bttu6zRIkS7Nq1i4yMDBYvXnx1vY+PD8nJyTnu88MPP5CWlgbAiRMniI+Pv1piM7Qm3a5Jt2dQxN3luuX49OnTJCYmAnDp0iV+/vlnatSogVKKsLAwFi5cCBhnp+jYsePV/Xbv3k1CQgL33nvv1XWtWrXip59+IiEhgYSEBH766SdatWp1W9+HG5GCfKvK3QOVw+HUbtgpJVkIIYQQt+/ixYsEBQVdXT744AM+//xzXnrpJYKDg9m8eTMjRoy44TEGDhzI6dOnqVWrFq+//jq1a9fG19f3ljOMHTuWdu3a0axZM0qVKnV1fY8ePRg3bhz169fP9ia9n376iTp16lCvXj1atWrFuHHjKFmyJBlak3gxjQw0Xm7OeLjaWL9+PY8//ni2+z1+/DhhYWEEBwfTuHFjIiMjadeuHQDvvvsuH3zwAVWqVCE+Pp7HHnvs6n5z586lR48eWUa+AwICGD58OI0bN6Zx48aMGDGCgICAW/4e3IwyznBhbY0aNdI3e3dmnjm6DmJWQmBVqN0JnPJmLowQohC58jJhppcPhRB3bteuXdSsWdPsGHfMbreTlpaGu7s7+/fvp0WLFuzZswdXV9c8zXGlHKfZMyji4YKHi7U7UU7//kqpDVrrRtfeVuYg366yjUEp2Pcz7FgMtR4Gm3wbhRBCCJE3Ll68SFhYGGlpaWitmTZtmknl+DJpdo2vhwvuFi/Ht0ua3b8R1MgoyXt/Mkpy7U5SkoUQQgiRJ3x8fG563uO7KSNDk3ip4JZjkIL875VpCCjY+yNsXwR1ukhJFkLkji+/NDuBEELkKCNDk3DpMukFuByDvEnvzpRpANXbQMJB2L4Q7GlmJxJCFARlyxqLEEJYSEaGJuFiwS/HIAX5zpUOcZTkQ7BNSrIQIhfMm2csQghhEVfLcYbGr4CXY5CCnDtK1YPqbSHxMGxbAOmXzU4khMjPpk83FiGEsIBry7FbAS/HIAU595QKhhrtIPGIlGQhhBBC5Alvb+8c148YMYKVK1fe8fHtGZoHmjdn/fr1haYcg7xJL3eVrGOc3WLXt7BtPtTtCs5uZqcSQgghRCEzZsyYOz6GPcM4lZsGfNydC005BhlBzn0lakOtjpAUB1vnQ3qq2YmEEEIIYRFffPEFwcHB1KtXj969e3Po0CHCw8MJDg4mIiKCI0eOANCvXz+eeuop7rnnHipVqsTq1av5z3/+Q82aNenXr1+WYw4ZMoTatWsTERHB6dOnr+5/5dLNFSpUYOTIkTRo0IC6deuye/duAC5cuMB//vMfmjRpQv369Vm6dClgXAa6e/ce1KxZk96PdCU9NQVX58JTjkFGkO+O4jUBZVySestcCO4OLu5mpxJCCCGEw+DBg9m8eXOuHjMkJIQJEyZcd/uOHTt48803+fPPPwkMDOTs2bP07dv36jJr1iyeffZZlixZAkBCQgJr165l2bJldOjQgT/++IOPP/6Yxo0bs3nzZkJCQrhw4QKNGjXiww8/ZMyYMYwePZopU6Zku+/AwEA2btzItGnTeP/99/n444956623CA8PZ9asWSQmJtKkSRNatGjB9OhobK5urFm3maMxu2japHGufp/yAxlBvluK14DaD0PyCdg6F9JSzE4khMgvFi40FiFEgbJq1Sq6du1KYGAgAAEBAaxdu5aePXsC0Lt3b9asWXP19u3bt0cpRd26dSlRogR169bFycmJ2rVrc+jQIQCcnJzo3r07AL169cqyf2adO3cGoGHDhlf3/emnnxg7diwhISGEhoaSkpLCwUOHWPXr/+jS7RH8PF1o2KA+wcHBd+PbYWl3PIKslCoLfAGUADQwU2s9USk1CngCOO246TCt9QrHPq8CjwF24Fmt9Y93msOSilWHOp2Nq+1t+Rrq9QAXD7NTCSGszvGfpxDi7rnRSK9VuLkZ72NycnK6+vmVr9PT03PcRyl1w2PZbLar+2qtWbRoEdWrVwfAnpFBwsU0NBpvd+dCN60is9wYQU4HXtBa1wLuAQYppWo5tn2otQ5xLFfKcS2gB1AbaA1MU0oV3H+BwKpQuzNcOG2U5LRLZicSQljdZ58ZixCiQAkPD2fBggXEx8cDcPbsWZo1a8bcuXMBmD17Ng888MBtHTMjI+PqXOM5c+Zw//333/K+rVq1YvLkyWitsWdk8L8/15GRoQlrHsqCeUam7du3s3Xr1tvKVBDccUHWWh/XWm90fJ4M7ALK3GCXjsBcrXWq1vogEAM0udMclhZYxbgU9YV42DwHLl80O5EQwsqkIAtRINWuXZvXXnuN5s2bU69ePZ5//nkmT57Mp59+SnBwMF9++SUTJ068rWN6eXnx999/U6dOHVatWsWIESNued/hw4eTlpZG3eBgateuwztvjsbP05Vnnh7I+fPnqVmzJiNGjKBhw4a3+1DzPaW1zr2DKVUB+A2oAzwP9APOAesxRpkTlFJTgP/TWn/l2OcT4Hut9XUn3DVq1EivX78+13KaJn4/bP8GPP2h3iPg6mV2IiGEFYWGGh9XrzYzhRAFzq5du6hZs6bZMSwl3f7PtAp/D1dcnAvu29Ny+vdXSm3QWje69ra59l1QSnkDi4DBWutzwHSgMhACHAfG3+bxBiil1iul1l85ZUm+V7Qy1I2CiwmOkeQLZicSQgghRCGVpRx7FuxyfLty5TuhlHLBKMeztdbfAGitT2qt7VrrDOAj/plGEQeUzbR7kGNdFlrrmVrrRlrrRsWKFcuNmNYQUBGCu0JKolGSU8+bnUgIIYQQhUy2cmyTcpzZHX83lPF2yU+AXVrrDzKtL5XpZp2A7Y7PlwE9lFJuSqmKQFXg7zvNka/4V4C63TKV5GSzEwkhhBCikJByfHO5caGQ+4DewDal1GbHumHAI0qpEIxTvx0C/gugtd6hlJoP7MQ4A8YgrbU9F3LkL/7ljQuIbJ1vlOSQnuDmY3YqIYQVrFhhdgIhRAFllOPLAFKOb+COC7LWeg2Q00n3rvsbXmv9FvDWnd53vudXzlGS5xklud4j4F7E7FRCCLN5epqdQAhRAGUux35Sjm9IvjNm8ytrXEDk8nmjJKckmZ1ICGG2adOMRQghckmajBzfFvnuWIFvEAT3gLQLRkm+lGh2IiGEmebPNxYhhMjBkiVL2Llz5y3f/p9yrPD3dMXZ5sSxY8eIioq6eyFvQ26ecji3SEG2Ct8yxhSLtEuOkpxgdiIhhBBCWNDtFOQr5Vih8Pd0wdlmXKa6dOnSV6/AZ6bz58+zc+dOUlNTzY6ShRRkKylS2ijJ9lQpyUIIIUQBc+HCBR566CHq1atHnTp1mDdvHgAVKlTg5Zdfpm7dujRp0oSYmBgADh06RHh4OMHBwURERHDkyBH+/PNPli1bxksvvURISAj79+/Pch/9+vXjySefpFGjRlStVo15i5agUCxbMJvOnR4mPDyciIgIDh06RJ06dQCw2+28+OKL1KlTh+DgYCZPngzAhg0baN68OQ0bNqRVq1YcP348V78fycnJ7N27l4yMDIyTollHbpzFQuSmIqWMkrzla9g02zi7hWeA2amEEEKIgufKVSsz69YNBg6Eixehbdvs2/v1M5YzZ+DaKQo3ufrlDz/8QOnSpVm+fDkASUn/vO/I19eXbdu28cUXXzB48GC+++47nnnmGfr27Uvfvn2ZNWsWzz77LEuWLKFDhw60a9fuulMkDh06xB9r/49N23fTuV1rHn6oNTYnJzZu3MjWrVsJCAjg0KFDV28/c+ZMDh06xObNm3F2dubs2bOkpaXxzDPPsHTpUooVK8a8efN47bXXmDVr1g0f461KTk5m3759OLs4U7lqZVxdXXPluLlFRpCtyKck1OsJGenGSPLFs2YnEkIIIcQdqlu3Lj///DNDhw7l999/x9fX9+q2Rx555OrHtWvXArB27Vp69uwJQO/evVmzZs0t3U+XLlEkpaRTuUpVKleuRMy+vQBERkYSEJB90G3lypX897//xdnZGDcNCAhgz549bN++ncjISEJCQnjzzTeJjY399w8+kyvl2MXFhfKVy+Pi4pIrx81NMoJsVT4ljNHjLV/D5tlGYfYqanYqIUReuMkolBAil9zoZ83T88bbAwNv+2e1WrVqbNy4kRUrVvD6668TERHBiBEjALJMMbiT6QYZGZqLaRk4ofDzckFlOp6Xl9ctH0drTe3ata+W9dxy7tw5YmJicHF1oVylcldLudXICLKVeRc3irHOMEryhTNmJxJCCCHEv3Ts2DE8PT3p1asXL730Ehs3bry67cp85Hnz5nHvvfcC0KxZM+bOnQvA7NmzeeCBBwDw8fEhOTn7VXgvp2dw2Z7Bt0u/wdfDxuGDBzlw4ADVq1e/Ya7IyEhmzJhBeno6AGfPnqV69eqcPn36akFOS0tjx44dd/T4z507Z4wcu7pQvlJ5y5ZjkBFk6/MuBiGPGlMtrowkexczO5UQ4m56/33j44svmptDCJGrtm3bxksvvYSTkxMuLi5Mnz796raEhASCg4Nxc3Pj66+/BmDy5Mn079+fcePGUaxYMT799FMAevTowRNPPMGkSZNYuHAhlStX5nJ6BomO8xxXrlCee++5h3PnzhEdHY27u/sNcz3++OPs3buX4OBgXFxceOKJJ3j66adZuHAhzz77LElJSaSnpzN48GBq1679rx57UlISMTExuLq5Ur5yeWw22786Tl5RVjz33LUaNWqk169fb3YMc12Ihy1zjNHkeo8Yo8tCiILpyhuHZKqFELlq165d1KxZ0+wY2VSoUIH169cTGBj4r/a/nG4n8WIaTk6KFwb9l/btr/8GPjNcKcdu7m6Uq1QuWzl2tbniYrv785Bz+vdXSm3QWje69rYyxSK/8CpqjCQrJ2M0Ofmk2YmEEEIIYbLM5djf0xWLnS2NxMTEG5Zjq5IpFvmJZ8A/0y22zDFGkn1Kmp1KCCGEEHcg8ynXbkdqup2kTOXY5qT47LPPcjXbnUhMTGT//v24e7hTtmLZfFOOQUaQ8x/PAKj/KNhcjTNcnMvdk3YLIYQQBVl+mFp6K1IdI8e2TOXYShISEq6W43IVzR85vt1/dynI16G15uOPP+b8+fNmR8nOw98YSba5OUryMbMTCSFyk4eHsQghcpW7uzvx8fH5viSnphnl2Nmi5fjs2bNZyrGTzdy6qbUmPj7+pm9WzEzepHcdW7dupX79+tx3330sX74cHx+fPL3/W3Ip0SjIaRchuAf4ljE7kRBCCGFZaWlpxMbGkpKSYnaUfy3dnsHFNDtOSuHlarPcJZovXLjAmTNncHV1xT/QHyenm5djm7Jhc7q7I8zu7u4EBQVluyjJ9d6kJwX5Bj7+4mOe/M+T3HPPPaxYsYIiRYrkeYabSkmCzV9D2gUI7g6+QWYnEkIIIcRdsP/0eZZvPU5Rb1e6NAjC3cVac3rnzJlD7969qde4HhO+mICX961dmKScbzmKeZlzCls5i8W/0CmqE29Ne4u//vqL1q1bZ7lmumW4+xpX3HP1hi1zIfGo2YmEEHfqjTeMRQghHGJOGeW4mI+bJcvxV199Re/evanftD4Tv5x4y+XYqqQg30SLdi14J/od1q1bR8uWLUlMTDQ7UnbuRYyS7OYDW+dB4hGzEwkh7sQvvxiLEEIAMaeSWb71OMV93OhUv4zlyvHnn39Onz59aNisIRO+mICnl6fZke6YFORbENYmjLEzx7Jp0yYiIyNJSEgwO1J2bj6OklzEKMkJh81OJIQQQog7tPdkMsu3nqCkrxsPW7Acz5o1i/79+9Pk/iZ8+NmHeHgWjDcYS0G+RaGtQnnvo/fYsnULLVq04OzZs2ZHyu5KSXb3g23zIeGQ2YmEEEII8S/tOZHM99tOUMrX3ZLl+KOPPuKxxx6j6YNNGf/peNw9bv0sEVYnBfk2PBD5AOM+Hsf2HduJiIggPj7e7EjZuXn/U5K3LoCzB8xOJIQQQojbtPvEOb7ffpxSfu50rF8aN2drlePo6GgGDBjAfeH3MX5WwSrHIAX5tt0fcT/jZ41n566dhIeHc/r0abMjZefqZZRkT3/Ytgji95udSAhxO4oWNRYhRKG089g5fth+gjJ+HjwcUsZy5Xjq1Kk89dRTPNDCGDh0c3czO1Kuk4L8L9wbei8ffPYBe/buITw8nFOnTpkdKTtXL6jX07jy3vZvpCQLkZ8sWmQsQohCZ8exJH7aeYIgf086hpTB1dlaVW3SpEk8/fTTPNjyQd6d+S6ubq5mR7orrPVdz0fuefAeJnw+gZj9MYSFhXHy5EmzI2Xn6mmMJHsVhe2L4EyM2YmEEEIIcR3b45L4eedJyvp70jGktOXK8Ycffshzzz1HWJsw3p1RcMsxSEG+I43vb8yELyZw8NBBQkNDOX78uNmRsnPxgHqPgFcx2PENnNlndiIhxM28+qqxCCEKjW2xRjkuF+BJh5DSuJh8eeZrvf/++zz//POEtw3nnenv4OLqcvOd8jFrfffzoUbNGjHxy4kcPnKY0NBQjh07Znak7K6UZO/ixnSL03vMTiSEuJG1a41FCFEobDmayMpdJ6kY6EWHetYrx++++y4vvfQSke0jeXva2zi7OJsd6a6z1r9APtXgngZMnjOZ2LhYQkNDiYuLMztSdi7uENwDfErCjiVwarfZiYQQQohCb/PRRFbtPkWlYl60Cy6Fs8XK8dtvv80rr7xCq4db8caUNwpFOQYpyLkmpHEIk2dP5tjxYzRv3pyjRy14yWcXd6jXA4qUgp1L4dQusxMJIYQQhdamIwn86ijHD9W1XjkeM2YMr732Gm06t2H0xNE4OxeOcgxSkHNVvcb1mDJnCidPnaR58+YcPmzBq9k5u0FwdyhS2ijJJ3eYnUgIIYQodDYcTmD1ntNUKe5Nu+DSlirHWmtGjRrFyJEjade1HaMmjCpU5RikIOe6ug3rMnXuVOLPxhMaGsqhQ4fMjpTdlZLsWxZ2fQsntpudSAiRWVCQsQghCqT1h87y297TVC3hTdu6pbA5KbMjXaW1ZsSIEYwePZr23dszfPxwbDZrnYc5L0hBvgtqh9Rm6typnE08S/PmzTlwwIJXs3N2hbpdwa8c7P4OTmwzO5EQ4oqvvjIWIUSBs+7QWX7fd4ZqJXxoU8d65XjYsGG8+eabPNzzYYa/XzjLMUhBvmtqBtdk2rxpJCUnERoaSkyMBc9BfLUkl4fdy+H4FrMTCSGEEAXWXwfiWbPvDDVK+tCmTknLleOhQ4cyduxYOvfqzLB3h+HkVHhrYuF95HmgRp0aTJ83neQLyYSGhrJvnwXPQWxzgbpR4F8Bdq+AY5vNTiSEGDzYWIQQBcba/fH8uT+emqV8aFW7JE4WK8cvvvgi48aNo2vfrrw69tVCXY5BCvJdV612NaLnR3Mp5RLNmzdnzx4LnoPY5gJ1oqBoZdjzPcRtNDuREIXb5s3GIoTI97TW/Ln/DP93IJ5apYvQspb1yvGQIUP44IMP6P6f7rz81ssoZZ18ZpGCnAeq1KzC9AXTSU1LJTQ0lF27LHh6NZsz1O4MRavA3h8hboPZiYQQQoh8TWvN2v3x/HXgLLVLFyGyZgnLleNnn32WiRMn8sjjj/DimBelHDtIQc4jlatXJnpBNGn2NEJDQ9mxw4KnV7M5Q+1OEFgV9v4EsevNTiSEEELkS1pr/oiJ56+DZ6lTxpfIWtYqxxkZGQwaNIgpU6bQ+8nePD/qeSnHmUhBzkOVqlVixsIZaKUJCwtj2zYLnjkic0ne9zMcXWd2IiGEECJf0Vrz+74zrDt0luAgX1rULG6p8pmRkcFTTz3F9OnT6TuoL8++/qyl8lmBFOQ8VqFKBaIXRIMNwsPD2bLFgmeOcLIZJblYdYhZCUf+MjuREIVLtWrGIoTId7TW/LbvDBsOJ1CvrC/hNaxXjgcMGMDMmTPp/0x/nn71aUvls4o7LshKqbJKqV+VUjuVUjuUUs851gcopX5WSu1zfPR3rFdKqUlKqRil1FalVIM7zZDflK9cnpkLZ2JztREeHs6mTZvMjpSdkw1qdYTiNWD/Kjjyf2YnEqLwmDnTWIQQ+YrWmtV7T7PxcAIh5fwIq26tcmy323nsscf45JNPeHzw4wwcOtBS+awkN0aQ04EXtNa1gHuAQUqpWsArwC9a66rAL46vAdoAVR3LAGB6LmTId8pWLMuMBTNw9XAlIiKCDRss+KY4JxvU7AjFa8L+X+Hwn2YnEkIIISxJa83qPafZfCSR+uX8CK1WzFLl0263079/fz777DMGvDCAJ1960lL5rOaOC7LW+rjWeqPj82RgF1AG6Ah87rjZ58DDjs87Al9ow/8BfkqpUneaIz8KqhDEjIUzcPdyp0WLFqxbZ8H5vk5OULMDlKgNB/4Hh9aYnUiIgm/AAGMRQuQLWmtW7T7F5qOJNCzvT3OLleP09HT69OnDl19+yZMvPcmA5+X3y83k6hxkpVQFoD7wF1BCa33csekEUMLxeRngaKbdYh3rrj3WAKXUeqXU+tOnT+dmTEspU64MMxfNxKuIF5GRkfz1lwXn+zo5QY12ULIOHPzdWLQ2O5UQBdfevcYihLA8rTW/7DrF1tgkGlcI4IGqgZYrx71792bOnDkMemUQjw9+3OxI+UKuFWSllDewCBistT6XeZvWWgO31ai01jO11o201o2KFSuWWzEtqVRQKWYsnIGPnw+RkZGsXbvW7EjZOTlB9YegZF1jFPngb1KShRBCFGpaa37eeZJtcUk0qRjAfVWKWqocp6Wl0bNnT+bOncuzrz9L/2f6mx0p38iVgqyUcsEox7O11t84Vp+8MnXC8fGUY30cUDbT7kGOdYVayTIlmbFwBn6BfrRs2ZI//vjD7EjZOTlBjYegVD1jPvLB/0lJFkIIUShlZGh+2nmSHcfO0bRSAM0qW6scX758mR49erBgwQIGjxhMn6f6mB0pX8mNs1go4BNgl9b6g0yblgF9HZ/3BZZmWt/HcTaLe4CkTFMxCrUSpUswc+FMipYoSqtWrfj999/NjpSdUlC9DZSuD4fXwoFfpSQLIYQoVK6U453HznFPpaI0q2ytaRWXL1+mW7dufPPNNzw/6nl6/beX2ZHyndwYQb4P6A2EK6U2O5a2wFggUim1D2jh+BpgBXAAiAE+AgbmQoYCo1jJYsxYMIPipYrTunVrVq9ebXak7JSCaq2gTAPjHMn7V0lJFiI3hYQYixDCcjIyND/uOMGu4+doVrko91YuanakLFJTU4mKimLp0qW89OZL9Hyip9mR8iWl80GxadSokV6/Pu8vexx/MZ5DiYfy/H4Bzpw6w8DuAzl+9Djfffcd4eHhpuS4Ia2Nq+3FbYCgxlAlwijPQgghRAGUkaH5YccJ9pxI5r4qgTSpGGB2pCxSUlKIiopi+fLlvPL2K0T1jTI70i0p51uOYl7mvN9MKbVBa93o2vVyJT2LCiweSPSCaMqUL8NDDz3EypUrzY6UnVJQNdIox7HrjKvu5YM/uIQQQojbZc/QrNh+nD0nknmgqjXLcadOnVi+fDnD3h2Wb8qxVUlBtrCAwACmz59O2Uplad++PT/++KPZkbJTyhg5LtsEYtfDvp+kJAtxp3r1MhYhhCXYMzQrth1n38nzPFitGI0qWKscX7p0iQ4dOvDjjz/y+rjX6dyrs9mR8j0pyBbnX9Sf6fOmU75yeTp27Mj3339vdqTslILK4VCuKcRthL0/SEkW4k7ExhqLEMJ09gzN8m3HiTl1nubVi9GwvL/ZkbK4ePEi7du3Z+XKlQwfP5yHez5sdqQCQQpyPuAX4Me0edOoWK0iDz/8MN99953ZkbJTCiqFQfl74dhm2PO9lGQhhBD5Wro9g++2HmP/qfOE1ShOg3LWKscXLlygXbt2rFq1ipEfjqRD9w5mRyowpCDnE77+vkybO40qNavQuXNnli1bZnak7JSCis2hwn1wfAvsWQEZGWanEkIIIW6bUY6Pc+D0BcJrFCekrJ/ZkbI4f/48bdu25X//+x9jJo2hXdd2ZkcqUKQg5yNF/Iow9eupVK9TnaioKBYvXmx2pOyUgooPQoX74fhW2LNcSrIQQoh8Jc2ewbdbj3HwzAVa1CxBPYuV4+TkZNq0acMff/zBG1PeoE3nNmZHKnCkIOczPr4+TJkzhRrBNejWrRuLFi0yO1LOKj5gLCe2w+7vpCQLcTvuvddYhBB5Ls2ewbdbjnE4/iKRtUpQN8jX7EhZnDt3jtatW7N27VremvoWrTq2MjtSgSQFOR/yLuLN5NmTqR1Sm+7duzN//nyzI+Wswv1QqTmc3AG7lklJFuJWvfOOsQgh8lSaPYOlm49x5KxRjuuUsVY5TkpKolWrVvz999+8Pf1tWrRvYXakAksKcj7l7ePNpNmTqNuwLj179uTrr782O1LOyjeDymFwahfsWgoZdrMTCSGEENlcTs9gyaY4YhMu0rJWSWqXtlY5TkxMpGXLlqxfv553ot8h4qEIsyMVaFKQ8zEvby8mfTWJeo3r0atXL7766iuzI+Ws3D3GaeBO7YadUpKFuKkuXYxFCJEnLqdnsGRzHHGJl2hVuyS1ShcxO1IWCQkJREZGsmnTJt796F3C2oSZHanAk4Kcz3l6eTLxy4k0uLcBffr04YsvvjA7Us7KNYUqLeD0HtixWEqyEDcSH28sQoi7LjXdzpJNcRxPTKFNnVLULGWtchwfH09ERARbtm5h3MfjaN6yudmRCgUpyAWAh6cHEz6fQJP7m9CvXz8+/fRTsyPlrGxj49LUZ/YZJdmebnYiIYQQhdjVcpyUQpu6Jale0sfsSFmcOXOGiIgIduzcwfufvM/9Le43O1KhIQW5gHD3cGf8p+Np+mBTHnvsMT7++GOzI+UsqBFUayklWQghhKlS0uws3hjHiaRU2tYtSbUS1irHp0+fJjw8nN17djN+1njuC7/P7EiFihTkAsTdw53xs8Zzb+i9PPHEE8yYMcPsSDkr0xCqtYL4GNi+SEqyEEKIPJWSZmfxpjhOJafyUHApqlqsHJ86dYrw8HD2xezjg08/4N5QOe1jXpOCXMC4ubsx7uNx3B9xP08++STTpk0zO1LOyjSA6m0g4SBsXwj2NLMTCWEdERHGIoTIdSlpdr7ZGMdpRzmuUtzb7EhZnDhxgrCwMGL2x/DhZx/S9MGmZkcqlJzNDiByn5u7G+999B5D/zuUQYMGkZGRwdNPP212rOxKhxhX3tvzPWxbCHWjwOZidiohzDd8uNkJhCiQLl22882mWOLPX6ZdcCkqFbNWOT5+/Djh4eEcPnKYiV9OpOG9Dc2OVGjJCHIB5ermynsz3yO0dSjPPPMMEyZMMDtSzkrVg+ptIfEwbFsA6ZfNTiSEEKIAunTZzqKNsZw9f5n29UpbrhzHxcURGhrK4SOHmfTVJCnHJpOCXIC5uLowNnos4W3DGTJkCOPHjzc7Us5KBUONdpB4REqyEABt2hiLECJXXLyczsKNsSRcMMpxxUAvsyNlERsbS2hoKHHH4pg8ZzL1m9Y3O1KhJwW5gHN2cebtaW/Tol0LXnzxRd577z2zI+WsZB2o2R6SjsK2+ZCeanYiIcxz6ZKxCCHu2IXUdBZtiCXp4mU6hpShgsXK8ZEjR2jevDnHTxxn8uzJhDQOMTuSQOYgFwrOLs68OfVNnGxODB06FLvdzquvvmp2rOxK1AblBDuXwdb5ENwNnN3MTiWEECKfupCazqKNsZy7lEbHkDKUDfA0O1IWhw8fJiwsjDPxZ5j69VTqNKhjdiThIAW5kHB2dmbMpDE4OTkxbNgw0tPTGW7FNwIVrwko45LUW+ZCcHdwcTc7lRBCiHzmvGPk+HxquiXL8cGDBwkLCyMhMYGpc6dSq14tsyOJTKQgFyLOzs6MnjgaJycnRowYQUZGBiNHjjQ7VnbFaxhnt9ixBLbOheAeUpKFEELcsuSUNBZtiOXCZTsdQ0oT5G+tcrx//37Cw8NJPJfItHnTqFG3htmRxDWkIBcyNpuNkR+OxGazMWrUKOx2O6NHj0YpZXa0rIpVhzqdjavtbfka6vUAFw+zUwmRN9q1MzuBEPlWckoaCzfEcvGynYfrl6GMn7X+74iJiSEsLIzkC8lGOa4j5diKpCAXQjabjeHjh+Nkc+KNN97Abrfz5ptvWq8kB1aF2p1hxzeOkvyIlGRROLz4otkJhMiXzqWksXB9LJfS7HSqX4bSFivHe/fuJSwsjEupl5g+bzrValczO5K4DinIhZSTkxOvvfcaTk5OvP3226SnpzN27FgLluQqUKcLbP8GNs8xSrKrtV4qE0IIYb6kS8bIcWq6nc4NylDK11rlePfu3YSHh5N6OZXp86dTpUYVsyOJG5CCXIg5OTnx6thXsdlsvPfee9jtdsaNG2e9kly0sjHdYvs3sOVKSbbWaXqEyFWhocbH1avNTCFEvpF0MY0FG45y2Z5BlwZBlChirfet7Ny5k/DwcNLsaUxfMJ3K1SubHUnchBTkQs7JyYmhbw/FyebE+PHjsdvtfPDBB9YsyXWjjEtSb54DIT2lJAshhCDx4mUWboglza6JahBEcYuV4+3btxMREUEGGcxYOIOKVSuaHUncAinIAqUUL73xEjYnGxMmTMButzNx4kTrleSAihDc1bja3pXpFm7WulSoEEKIvJNw4TKLNsaSnqHp0rAMxX2sVY63bdtGeHg4yqaInh9NhSoVzI4kbpEUZAEYJfn50c/jZHNi8uTJ2O12Jk+ejJOTxS626F8B6nYzrra3eQ6EPAJuPmanEkIIkcfOXrjMog2x2LWmS4MgivlY68JSW7ZsISIiApurjej50ZSrVM7sSOI2SEEWVymlGDxiMDZnG9OmTcNutzNt2jQLluTyxgVEts7/Z7qFlGQhhCg0zl64zMINR9EaohoGEehtrXK8ceNGIiMjcXF3IXp+NGUrljU7krhNUpBFFkopnhn2DDYnGzOmzMButzNjxgzrlWS/co6SPO+f6RbuRcxOJUTu6NbN7ARCWFb8+VQWbYxFa+hiwXK8YcMGWrRogYeXB9MXTCeofJDZkcS/IAVZZKOUYuArA3GyOfHxxI+x2+189NFH2Gw2s6Nl5VfWuIDIlZIc8gi4+5qdSog7N3Cg2QmEsKQz51NZtCEWpYyR46IWK8fr1q0jMjISryJeRC+IpnTZ0mZHEv+SFGSRI6UUT738FDZnGzPHz8RutzNr1izrlWTfIONS1Fvn/jOS7OFndioh7szFi8ZHTznntxBXnE42Ro5tStGlYRABXq5mR8ri//7v/2jVqhU+fj5EL4imVFApsyOJOyAFWdzQgOcH4KSciH4/GrvdzmeffYazs8WeNr5ljGK8Ze4/I8ke/manEuLfa9vW+CjnQRYCgFPJKXyzMQ5nJ0WXBkH4W6wc//nnn7Ru3Rq/on5Mnz+dkmVKmh1J3CGLTSwVVvT4kMcZOHQgs2fPpnfv3qSnp5sdKbsipY2SbE81SvKlBLMTCSGEyAWnzqWwaINRjqMaWq8cr1mzhlatWuFfzJ/oBdFSjgsIKcjilvzn2f/w9LCnmTt3Lo8++ihpaWlmR8quSClHSb4Mm2bDxbNmJxJCCHEHTp5LYeHGWFxsiq4Ny+Lnaa1y/Ntvv9G6dWsCSwQyY8EMSpQuYXYkkUukIItb1m9QPwYPH8z8+fN55JFHrFmSfUpCvZ6QkW6MJEtJFkKIfOlEUgqLNsbi5myja6Oy+Hq6mB0pi9WrV9OmTRuKlypO9IJoipUsZnYkkYtypSArpWYppU4ppbZnWjdKKRWnlNrsWNpm2vaqUipGKbVHKdUqNzKIvNHryV4MGTmERYsW0b17dy5fvmx2pOx8ShjnRtZ22DwbLsSbnUgIIcRtOJ50iUUbY3F3thHVMAhfD2uV419++YW2bdtSMqgk0QujCSwRaHYkkctyawT5M6B1Dus/1FqHOJYVAEqpWkAPoLZjn2lKKYudGkHcyKMDHuXFMS+yePFiunbtSmpqqtmRsvMubowk6wxHST5jdiIhbl2/fsYiRCF0LPES32yMw9PVRlQj65Xjn3/+mXbt2hFUIYjoBdEULVbU7EjiLsiVgqy1/g241deyOwJztdapWuuDQAzQJDdyiLzT47EevPzWyyxbtowuXbpYtCQXg5BHjc83z4bzp83NI8StkoIsCqm4xEss3hSHl6sxclzE3Vrl+IcffqB9+/aUrVSW6fOnExAYYHYkcZfc7TnITyultjqmYFw571YZ4Gim28Q61mWhlBqglFqvlFp/+rQUGyvq1q8br459leXLl9OpUydSUlLMjpSdV6BRkpUTbJkD50+ZnUiImztzxliEKERiEy6yZFMc3m7ORDUqi4/FyvGKFSvo2LEjFapUYPq86fgF+JkdSdxFd7MgTwcqAyHAcWD87eystZ6ptW6ktW5UrJhMfLeqLr278Np7r/H999/TsWNHLl26ZHak7LyK/lOSN8+B5JNmJxLixqKijEWIQuLoWaMc+7g706VhEN5u1jrf/nfffUenTp2oVL0S0+ZNk3JcCNy1gqy1Pqm1tmutM4CP+GcaRRxQNtNNgxzrRD7V6dFODB8/nJ9//pkOHTpw8cpVwKzEM8AoyU7Oxkhy8gmzEwkhhACOxF9k6eY4fD1c6NLAeuV46dKldO7cmaq1qjJt7jR8/X3NjiTywF0ryEqpzNdY7ARcOcPFMqCHUspNKVURqAr8fbdyiLzRsUdHRn4wkl9++YX27dtz4cIFsyNl5xkA9R8Fmyts+RrOHTc7kRBCFGqH4y8Y5djTlS4Ng/CyWDn+5ptviIqKonrd6kyZM4UifkXMjiTySG6d5u1rYC1QXSkVq5R6DHhPKbVNKbUVCAOGAGitdwDzgZ3AD8AgrbU9N3IIc7Xr1o7RE0ezevVq2rVrx/nz582OlJ2HvzGSbHNzlORjZicSQohC6dCZCyzbfAw/L1eiGgTh6Wqtcrxw4UK6detGrXq1mDJ7Cj6+PmZHEnkoV56NWutHclj9yQ1u/xbwVm7ct7CWtl3a4uTkxIhnR9C2bVuWL1+Oj4/Ffql4+BnnSd7ytbEE9wDfbO8TFUIIcZccPHOBb7ccI8DLlS4NgvBwtdbZXufNm8ejjz5KnQZ1mPTVJLy8vcyOJPKYXElP5LrWnVrz5pQ3+fPPP2nTpg3nzp0zO1J2V0qyixdsnQtJsWYnEuIfTz1lLEIUQPtPn+fbLccI9HYjqqH1yvGcOXPo2bMnwY2CpRwXYlKQxV3RsmNL3pr2Fn/99RetW7cmKSnJ7EjZufsaJdnVG7bMhcSjN99HiLzQvbuxCFHAxJw6z/Ktxynm40bnBmVwd7FWOf7qq6/o3bs39ZvWZ+KXE6UcF2JSkMVd06JdC96Jfod169bRsmVLEhMTzY6UnXsRoyS7+cDWeZB4xOxEQsDRo8YiRAEScyqZ5VuPU9zHjU71rVeOP//8c/r06UPDZg2Z8MUEPL08zY4kTCQFWdxVYW3CGDtzLJs2bSIyMpKEhASzI2Xn5uMoyUWMkpxw2OxEorDr3dtYhCgg9p5MZvnWE5T0daOTBUeOZ82aRf/+/WlyfxM+/OxDPDw9zI4kTCYFWdx1oa1Cee+j99iydQstWrTg7NlbvSp5HrpSkt39YNt8SDhkdiIhhCgQ9pxI5vttJyjl687D9cvg5mytcvzRRx/x2GOP0fTBpoz/dDzuHu5mRxIWIAVZ5IkHIh9g3Mfj2L5jOxEREcTHx5sdKTs3739K8tYFcPaA2YmEECJf233iHN9vP04pP3c61i9tuXIcHR3NgAEDuC/8PsbPknIs/iEFWeSZ+yPuZ/ys8ezctZPw8HBOnz5tdqTsXL2MkuzpD9sWQfx+sxMJIUS+tPPYOX7YfoIyfh48HGK9keOpU6fy1FNP8UALYwDHzd3N7EjCQqQgizx1b+i9fPDZB+zZu4fw8HBOnTpldqTsXL2gXk/jynvbv5GSLIQQt2nHsSR+2nmCIH9PHq5fBldna9WNSZMm8fTTT/Ngywd5d+a7uLq5mh1JWIy1nrGiULjnwXuY8PkEYvbHEBYWxsmTJ82OlJ2rpzGS7FUUti+CMzFmJxKFyQsvGIsQ+dD2uCR+3nmSsv6edAwpjYvNWlXjww8/5LnnniOsTRjvzpByLHJmrWetKDQa39+YCV9M4OChg4SGhnL8+HGzI2Xn4gH1HgGvYrDjGzi91+xEorBo395YhMhntsUa5bhcgCcdLFiO33//fZ5//nnC24bzzvR3cHF1MTuSsChrPXNFodKoWSMmfjmRw0cOExoayrFjx8yOlN2VkuxdHHYshtN7zE4kCoM9e4xFiHxky9FEVu46ScVALzrUs145fvfdd3nppZeIbB/J29PextnF2exIwsKs9ewVhU6Dexowec5kYuNiCQ0NJS4uzuxI2bm4Q3AP8CkJO5bAqd1mJxIF3X//ayxC5BObjyayavcpKhXzol1wKZwtVo7ffvttXnnlFVo93Io3prwh5VjclLWewaJQCmkcwuTZkzl2/BjNmzfnqBWvIObiDvV6QJFSsHMpnNpldiIhhLCETUcS+NVRjh+qa71yPGbMGF577TXadG7D6ImjcXaWcixuzlrPYlFo1WtcjylzpnDy1EmaN2/O4cMWvJqdsxsEd4cipY2SfHKH2YmEEMJUGw4nsHrPaaoU96ZdcGlLlWOtNaNGjWLkyJG069qOURNGSTkWt8w6z2RR6NVtWJepc6cSfzae0NBQDh06ZHak7K6UZN+ysOtbOLHd7ERCCGGK9YfO8tve01Qt4U3buqWwOSmzI12ltWbEiBGMHj2a9t3bM3z8cGw2a52HWVibFGRhKbVDajN17lTOJp6lefPmHDhgwavZObtC3a7gVw52fwcntpmdSAgh8tS6Q2f5fd8ZqpXwoU0d65XjYcOG8eabb/Jwz4cZ/r6UY3H7pCALy6kZXJNp86aRlJxEaGgoMTEWPAfx1ZJcHnYvh+NbzE4kCpLXXzcWISzorwPxrNl3hholfWhTp6TlyvHQoUMZO3YsnXt1Zti7w3Bykqojbp88a4Ql1ahTg+nzppN8IZnQ0FD27dtndqTsbC5QNwr8K8DuFXBss9mJREHRooWxCGExa/fH8+f+eGqW8qFV7ZI4Wawcv/jii4wbN46ufbvy6thXpRyLf02eOcKyqtWuRvT8aC6lXKJ58+bsseJ5YW0uUCcKilaGPd9D3EazE4mCYPNmYxHCIrTW/Ln/DP93IJ5apYvQspb1yvGQIUP44IMP6P6f7rz81ssoZZ18Iv+RgiwsrUrNKkxfMJ3UtFRCQ0PZtcuCp1ezOUPtzlC0Cuz9EeI2mJ1I5HeDBxuLEBagtWbt/nj+OnCW2qWLEFmzhOXK8bPPPsvEiRN55PFHeHHMi1KOxR2Tgiwsr3L1ykQviCbNnkZoaCg7dljw9Go2Z6jdCQKrwt6fIHa92YmEEOKOaa35Iyaevw6epU4ZXyJrWascZ2RkMGjQIKZMmUKv//bi+VHPSzkWuUIKssgXKlWrxIyFM9BKExYWxrZtFjxzROaSvO9nOLrO7ERCCPGvaa35fd8Z1h06S3CQLy1qFrdU+czIyOCpp55i+vTp9B3Ul+eGP2epfCJ/k4Is8o0KVSoQvSAabBAeHs6WLRY8c4STzSjJxapDzEo48pfZiYQQ4rZprflt3xk2HE6gXllfwmtYrxwPGDCAmTNn0v+Z/jz96tOWyifyPynIIl8pX7k8MxfOxOZqIzw8nE2bNpkdKTsnG9TqCMVrwP5VcOT/zE4khBC3TGvN6r2n2Xg4gZByfoRVt1Y5ttvtPPbYY3zyySc8PvhxBg4daKl8omCQgizynbIVyzJj4QzcPNyIiIhgwwYLvinOyQY1O0LxmrD/Vzj8p9mJRH7y9tvGIkQe01qzes9pNh9JpH45P0KrFbNU+bTb7fTv35/PPvuMAS8M4MmXnrRUPlFwSEEW+VJQ+SBmLJqBh5cHLVq0YN06C873dXKCmh2gRG048D84tMbsRCK/aNbMWITIQ1prVu0+xeajiTQs709zi5Xj9PR0+vTpw5dffsmTLz3JgOcHmB1JFGBSkEW+VbpsaWYsmoFXES8iIyP56y8Lzvd1coIa7aBkHTj4u7FobXYqYXV//mksQuQRrTW/7DrF1tgkGlcI4IGqgZYrx71792bOnDkMemUQjw9+3OxIooCTgizytVJBpZixcAY+fj5ERkaydu1asyNl5+QE1R+CknWNUeSDv0lJFjc2bJixCJEHtNb8vPMk2+KSaFIxgPuqFLVUOU5LS6Nnz57MnTuXZ157hv7P9Dc7kigEpCCLfK9kmZLMWDgDv0A/WrZsyR9//GF2pOycnKDGQ1CqnjEf+eD/pCQLIUyXkaH5aedJdhw7R9NKATSrbK1yfPnyZXr06MGCBQsYPGIwfQf2NTuSKCSkIIsCoUTpEsxcOJOiJYrSqlUrfv/9d7MjZacUVG8DpevD4bVw4FcpyUII01wpxzuPneOeSkVpVtla0youX75Mt27d+Oabb3h+1PP0+m8vsyOJQkQKsigwipUsxowFMyheqjitW7dm9erVZkfKTimo1grKNDDOkbx/lZRkIUSey8jQ/LjjBLuOn6NZ5aLcW7mo2ZGySE1NJSoqiqVLl/LSmy/R84meZkcShYwUZFGgBJYIZPqC6ZQMKknbtm1ZtWqV2ZGyUwqqtoSgRnD0b4j5RUqyECLPZGRofthxgt0nkrmvSiBNK1mrHKekpNClSxe+/fZbXnn7Fbr37252JFEISUEWBU5g8UCiF0RTpnwZHnroIVauXGl2pOyUgiotIKgxxK4zrronJVlcMWGCsQiRy+wZmhXbj7PnRDIPVA2kScUAsyNlkZKSQqdOnVi+fDnD3h1GVN8osyOJQkoKsiiQAgIDmD5/OmUrlaV9+/b8+OOPZkfKTimoEgFlm0Dsetj3k5RkYQgJMRYhcpE9Q7Ni23H2nTzPg9WK0aiCtcrxpUuX6NChAz/++COvj3udzr06mx1JFGJSkEWB5V/Un+nzplO+cnk6duzI999/b3ak7JSCyuFQrinEbYS9P0hJFrBypbEIkUvsGZrl244Tc+o8zasXo2F5f7MjZXHx4kXat2/PypUrGT5+OA/3fNjsSKKQk4IsCjS/AD+mzZtGxWoVefjhh/nuu+/MjpSdUlApDMrfC8c2w57vpSQXdm++aSxC5IJ0ewbfbT3G/lPnCatRnAblrFWOL1y4QLt27Vi1ahUjPxxJh+4dzI4khBRkUfD5+vsybe40qtSsQufOnVm2bJnZkbJTCio2hwr3wfEtsGcFZGSYnUoIkc8Z5fg4B05fILxGcULK+pkdKYvz58/z0EMP8b///Y8xk8bQrms7syMJAUhBFoVEEb8iTP16KtXrVCcqKorFixebHSk7paDig1Dhfji+FfYsl5IshPjX0u0ZfLv1GAfPXKBFzRLUs1g5Tk5Opk2bNqxZs4Y3prxBm85tzI4kxFW5UpCVUrOUUqeUUtszrQtQSv2slNrn+OjvWK+UUpOUUjFKqa1KqQa5kUGIm/Hx9WHKnCnUCK5Bt27dWLRokdmRclbxAWM5sR12fyclWQhx29LsGSzbcozD8ReJrFWCukG+ZkfK4ty5c7Ru3Zq1a9fy1tS3aNWxldmRhMgit0aQPwNaX7PuFeAXrXVV4BfH1wBtgKqOZQAwPZcyCHFT3kW8mTx7MrVDatO9e3fmz59vdqScVbgfKjWHkztg1zIpyUKIW5Zmz2Dp5mMcOWuU4zplrFWOk5KSaNWqFX///TdvT3+bFu1bmB1JiGxypSBrrX8Dzl6zuiPwuePzz4GHM63/Qhv+D/BTSpXKjRxC3ApvH28mzZ5E3YZ16dmzJ19//bXZkXJWvhlUDoNTu2DXUsiwm51I5JUZM4xFiNt0OT2DJZviiE24SMtaJald2lrlODExkZYtW7J+/XreiX6HiIcizI4kRI7u5hzkElrr447PTwAlHJ+XAY5mul2sY10WSqkBSqn1Sqn1p0+fvosxRWHk5e3FpK8mUa9xPXr16sVXX31ldqSclbvHOA3cqd2wU0pyoVG9urEIcRsup2ewZHMccYmXaFW7JLVKFzE7UhYJCQlERkayadMm3v3oXcLahJkdSYjrypM36WmtNXBb563SWs/UWjfSWjcqVqzYXUomCjNPL08mfjmRBvc2oE+fPnzxxRdmR8pZuabGVfdO74Edi6UkFwbffmssQtyi1HQ7SzbFcTwxhTZ1SlGzlLXK8dmzZ2nRogVbtm5h3MfjaN6yudmRhLihu1mQT16ZOuH4eMqxPg4om+l2QY51QuQ5D08PJnw+gSb3N6Ffv358+umnZkfKWdnGUDUSzuwzSrI93exE4m4aP95YhLgFV8txUgpt6pakekkfsyNlcebMGSIiIti+Yzvvf/I+97e43+xIQtzU3SzIy4C+js/7Akszre/jOJvFPUBSpqkYQuQ5dw93xn86nqYPNuWxxx7j448/NjtSzoIaQbWWUpKFEFelpNlZvDGOE0mptK1bkmolrFWOT58+TXh4OLt272L8rPHcF36f2ZGEuCW5dZq3r4G1QHWlVKxS6jFgLBCplNoHtHB8DbACOADEAB8BA3MjgxB3wt3DnfGzxnNv6L088cQTzLDqG6TKNIRqrSA+BrYvkpIsRCGWkmZn8aY4TiWn8lBwKaparByfOnWK8PBw9sXs44NPP+De0HvNjiTELXPOjYNorR+5zqZsb091zEcelBv3K0RucnN3Y9zH4xg6YChPPvkkdrudgQMt+PdbmQagnGDvD7B9IdTpAjYXs1MJIfJQSpqdbzbGcea8UY4rF/M2O1IWJ06cICIiggMHD/DhZx/S+P7GZkcS4rbIlfSEyMTN3Y33PnqPByIfYNCgQUyePNnsSDkrHQLV20DCIdi2EOxpZicSQuSRS5ftLNoYy5nzqbSzYDk+fvw4YWFhHDx0kIlfTpRyLPIlKchCXMPVzZX3Zr5HaOtQnn32WSZMmGB2pJyVqgfV20LiYdi2ANIvm51I5JYvvzQWIa5xpRyfPX+Z9vVKU8li5TguLo7Q0FAOHznMpK8m0fDehmZHEuJfkYIsRA5cXF0YGz2W8LbhDBkyhPFWPaNAqWCo0Q4Sj0hJLkjKljUWITK5eDmdhRtjSbhwmQ4hpakY6GV2pCxiY2MJDQ0l7lgck+dMpn7T+mZHEuJfk4IsxHU4uzjz9rS3adGuBS+++CLvvfee2ZFyVrIO1GwPSUdh23xITzU7kbhT8+YZixAOF1LTWbQhlqSLl+kYUobyRa1Vjo8cOULz5s05fuI4k2dPJqRxiNmRhLgjufImPSEKKmcXZ96c+iZONieGDh2K3W7n1VdfNTtWdiVqG2/c27kMts6H4G7g7GZ2KvFvTZ9ufOze3dwcwhIupKazaGMs5y6l0TGkDGUDPM2OlMXhw4cJCwvj9JnTTP16KnUa1DE7khB3TAqyEDfh7OzMmEljcHJyYtiwYaSnpzN8+HCzY2VXvCagjEtSb5kLwd3Bxd3sVEKIO3DeMXJ8PjXdkuX44MGDhIWFkZCYwNS5U6kdUtvsSELkCinIQtwCZ2dnRk8cjZOTEyNGjCAjI4ORI0eaHSu74jVAKdixBLbOheAeUpKFyKeSU9JYtCGWC5ftdAwpTZC/tcrx/v37CQ8PJ/FcItPmTaNG3RpmRxIi10hBFuIW2Ww2Rn44EpvNxqhRo7Db7YwePRqllNnRsipWHep0Nq62t+VrqNcDXDzMTiWEuA3JKWks3BDLxct2Hq5fhjJ+1voZjomJISwsjOQLyUY5riPlWBQsUpCFuA02m43h44fjZHPijTfeID09nbfeest6JTmwKtTuDDu+cZTkR6QkC5FPnEtJY+H6WC6l2elUvwylLVaO9+7dS1hYGJdSLzF93nSq1a5mdiQhcp0UZCFuk5OTE6+99xpOTk6888472O12xo4da8GSXMW4yt72b2DzHKMku1rrJVpxHQsXmp1AmCTpkjFynJpup0uDIEr6WmuK1O7duwkPDyf1cirT50+nSo0qZkcS4q6QgizEv+Dk5MSrY1/FZrPx3nvvYbfbGTdunPVKctHKxnSL7d/Alisl2VqnhxI5CAw0O4EwQdLFNBZsOMplewZdGgRRooi1yvHOnTsJDw8nzZ7G9AXTqVy9stmRhLhrpCAL8S85OTkx9O2hONmcGD9+PHa7nQ8++MCaJblulHFJ6s1zIKSnlGSr++wz42O/fmamEHko8eJlFm6IJc2uiWoQRHGLlePt27cTERFBBhnMWDiDilUrmh1JiLtKCrIQd0ApxUtvvITNycaECROw2+1MnDjReiU5oCIEdzWutndluoWbtS5RKzKRglyoJFy4zKKNsaRnaLo0LENxH2uV423bthEeHo6yKaLnR1OhSgWzIwlx10lBFuIOKaV4fvTzONmcmDx5Mna7ncmTJ+PkZLELVfpXgLrdjKvtbZ4DIY+Am4/ZqYQo1M5euMyiDbHYtaZLgyCK+VjrAj9btmwhIiICm6uN6PnRlKtUzuxIQuQJKchC5AKlFINHDMbmbGPatGnY7XamTZtmwZJc3riAyNb5/0y3kJIshCnOXrjMwg1H0RqiGgYR6G2tcrxx40YiIyNxcXchen40ZSuWNTuSEHlGCrIQuUQpxTPDnsHmZGPGlBnY7XZmzJhhvZLsV85Rkuf9M93CvYjZqYQoVOLPp7JoYyxglOOiFivHGzZsoEWLFnh4eTB9wXSCygeZHUmIPCUFWYhcpJRi4CsDcbI58fHEj7Hb7Xz00UfYbDazo2XlV9a4gMiVkhzyCLj7mp1KiELhzPlUFm2IRSmIaliWAC9XsyNlsW7dOiIjI/Eq4kX0gmhKly1tdiQh8pwUZCFymVKKp15+CpuzjZnjZ2K325k1a5b1SrJvkHEp6q1z/xlJ9vAzO5UAWLHC7ATiLjmdbIwc25SiS8Mgy5Xj//u//6NVq1b4+PkQvSCaUkGlzI4khCmkIAtxlwx4fgBOyono96Ox2+189tlnODtb7EfOt4xRjLfM/Wck2cPf7FTCUy7oUhCdSk7hm41xODspujQIwt9i5fjPP/+kdevW+BX1Y/r86ZQsU9LsSEKYxmKTI4UoWB4f8jgDhw5k9uzZ9O7dm/T0dLMjZVektFGS7alGSb6UYHYiMW2asYgC49S5FBZtMMpxVEPrleM1a9bQqlUr/Iv5E70gWsqxKPSkIAtxl/3n2f/w9LCnmTt3Lo8++ihpaWlmR8quSClHSb4Mm2bDxbNmJyrc5s83FlEgnDyXwsKNsbjYFF0blsXP01rl+LfffqN169YElghkxoIZlChdwuxIQphOCrIQeaDfoH4MHj6Y+fPn88gjj1izJPuUhHo9ISPdGEmWkizEHTuRlMKijbG4Odvo2qgsvp4uZkfKYvXq1bRp04bipYoTvSCaYiWLmR1JCEuQgixEHun1ZC+GjBzCokWL6N69O5cvXzY7UnY+JYxzI2s7bJ4NF+LNTiREvnU86RKLNsbi7mwjqmEQvh7WKse//PILbdu2pWRQSaIXRhNYItDsSEJYhhRkIfLQowMe5cU3XmTx4sV07dqV1NRUsyNl513cGEnWGY6SfMbsRELkO8cSL/HNxjg8XW1ENbJeOf75559p164dQRWCiF4QTdFiRc2OJISlSEEWIo/1+E8Phr41lGXLltGlSxeLluRiEPKo8fnm2XD+tLl5hMhH4hIvsXhTHF6uxshxEXdrleMffviB9u3bU7ZSWabPn05AYIDZkYSwHCnIQpiga7+uvDr2VZYvX06nTp1ISUkxO1J2XoFGSVZOsGUOnD9ldqLCY/VqYxH5TmzCRZZsisPbzZmoRmXxsVg5XrFiBR07dqRClQpMnzcdvwA/syMJYUlSkIUwSZfeXXjtvdf4/vvv6dixI5cuXTI7UnZeRf8pyZvnQPJJsxMJYVlHzxrl2MfdmS4Ng/B2s9Z5z7/77js6depEpeqVmDZvmpRjIW5ACrIQJur0aCeGjx/Ozz//TIcOHbh48aLZkbLzDDBKspOzMZKcfMLsRAXf++8bi8g3jsRfZOnmOHw9XOjSwHrleOnSpXTu3Jmqtaoybe40fP3l0vJC3IgUZCFM1rFHR0Z+MJJffvmF9u3bc+HCBbMjZecZAPUfBZsrbPkazh03O1HB9t13xiLyhcPxF4xy7OlKl4ZBeFmsHC9evJioqCiq163OlDlTKOJXxOxIQlieFGQhLKBdt3aMnjia1atX065dO86fP292pOw8/I2RZJuboyQfMzuREKY7dOYCyzYfw9/LlagGQXi6WqscL1y4kK5du1KrXi2mzJ6Cj6+P2ZGEyBekIAthEW27tGXMpDH89ttvtG3bluTkZLMjZefhZ5wn2cXDKMlJcWYnEsI0B89cYNmWYwR4u9KlQRAerjazI2Uxb948evToQZ0GdZg8ZzLeRbzNjiREviEFWQgLad2pNW9OeZM///yTNm3acO7cObMjZXe1JHvB1rmQFGt2IiHy3P7T5/l2yzECvd0sWY7nzJlDz549CW4UzKSvJuHl7WV2JCHyFSnIQlhMy44teWvaW/z111+0bt2apKQksyNl5+5rlGRXb9gyFxKPmp2oYPHwMBZhSTGnzrN863GK+bjRuUEZ3F2sVY6/+uorevfuTf2m9Zn45UQpx0L8C1KQhbCgFu1a8E70O6xbt46WLVuSmJhodqTs3IsYJdnNB7bOg8QjZicqOL7/3liE5cScSmb51uMU93GjU33rlePPP/+cPn360LBZQyZ8MQFPL0+zIwmRL0lBFsKiwtqEMXbmWDZt2kRkZCQJCQlmR8rOzcdRkosYJTnhsNmJhLhr9p5MZvnWE5T0daOTBUeOZ82aRf/+/WlyfxM+/OxDPDzlVQgh/i0pyEJYWGirUN776D22bN1CixYtOHv2rNmRsrtSkt39YNt8SDhkdqL87403jEVYxp4TyXy/7QSlfN15uH4Z3JytVY4/+ugjHnvsMZo+2JTxn47H3cPd7EhC5GtSkIWwuAciH2Dcx+PYvmM7ERERxMfHmx0pOzfvf0ry1gVw9oDZifK3X34xFmEJu0+c4/vtxynlZ81yHB0dzYABA2gW3ozxs6QcC5Eb7npBVkodUkptU0ptVkqtd6wLUEr9rJTa5/jof7dzCJGf3R9xP+NnjWfnrp2Eh4dz+vRpsyNl5+pllGRPf9i2COL3m51IiDu289g5fth+gjJ+HjwcUgZXZ2uNK02dOpWnnnqK+yPu5/2P38fN3c3sSEIUCHn1kx6mtQ7RWjdyfP0K8IvWuirwi+NrIcQN3Bt6Lx989gF79u4hPDycU6dOmR0pO1cvqNfTuPLe9m+kJIt8bcexJH7aeYIgf08erm+9cjxp0iSefvppHmz5IO999B6ubq5mRxKiwDDrp70j8Lnj88+Bh03KIUS+cs+D9zDh8wnE7I8hLCyMkydPmh0pO1dPYyTZqyhsXwRnYsxOJMRt2x6XxM87T1LW35OOIaVxsVmrHH/44Yc899xzhLUJ490Z70o5FiKX5cVPvAZ+UkptUEoNcKwrobU+7vj8BFDi2p2UUgOUUuuVUust+XKyECZpfH9jJnwxgYOHDhIaGsrx48dvvlNec/GAeo+AVzHY8Q2c3mt2ovylaFFjEabYFmuU4/JFPelgwXL8/vvv8/zzzxPeNpx3pr+Di6uL2ZGEKHDy4qf+fq11A6ANMEgp9WDmjVprjVGiuWb9TK11I611o2LFiuVBTCHyj0bNGjHxy4kcPnKY0NBQjh07Znak7K6UZO/isGMxnN5jdqL8Y9EiYxF5bsvRRFbuOknFQC/aB1uvHL/77ru89NJLRLaP5O1pb+Ps4mx2JCEKpLv+k6+1jnN8PAUsBpoAJ5VSpQAcHy04mVIIa2twTwMmz5lMbFwsoaGhxMXFmR0pOxd3CO4BPiVhxxI4tdvsREJc1+ajiazafYpKxbxoF1wKZ4uV47fffptXXnmFVg+34o0pb0g5FuIuuqs//UopL6WUz5XPgZbAdmAZ0Ndxs77A0ruZQ4iCKqRxCJNnT+bY8WM0b96co0cteMlnF3eo1wOKlIKdS+HULrMTWd+rrxqLyDObjiTw6+5TVC7uzUN1rVeOx4wZw2uvvUabzm0YPXE0zs5SjoW4m+72b4ASwBql1Bbgb2C51voHYCwQqZTaB7RwfC2E+BfqNa7HlDlTOHnqJM2bN+fwYQtezc7ZDYK7Q5HSRkk+ucPsRNa2dq2xiDyx4XACq/ecpooFy7HWmlGjRjFy5EgeinqIURNGSTkWIg/c1d8CWusDWut6jqW21votx/p4rXWE1rqq1rqF1tqClwcTIv+o27AuU+dOJf5sPKGhoRw6dMjsSNldKcm+ZWHXt3Biu9mJhGD9obP8tvc0VUt407ZuKWxOyuxIV2mtGTFiBKNHj6Z99/aM+GAENpu1LlIiREFlnT+ThRB3pHZIbabOncrZxLM0b96cAwcseDU7Z1eo2xX8ysHu7+D4VrMTiUJs3aGz/L7vDNVK+NCmjvXK8bBhw3jzzTd5uOfDDH9/uJRjIfKQFGQhCpCawTWZNm8aSclJNG/enJgYC56D+GpJLg97VsDxLWYnEoXQXwfiWbPvDDVK+tCmTknLleOhQ4cyduxYOvfqzLB3h+HkJP9dC5GX5CdOiAKmRp0aTJ83nfMXzxMaGsq+ffvMjpSdzQXqRoF/Bdi9Ao5tNjuRtQQFGYu4K9buj+fP/fHULOVDq9olcbJYOX7xxRcZN24cXft25dWxr0o5FsIE8lMnRAFUrXY1oudHcynlEs2bN2fPHgueg9jmAnWioGhl2PM9xG00O5F1fPWVsYhcpbXmz/1n+L8D8dQqXYSWtaxXjocMGcIHH3xA9/905+W3XkYp6+QTojCRgixEAVWlZhWmL5hOaloqoaGh7NplwdOr2ZyhdmcoWgX2/ghxG8xOJAoorTVr98fz14Gz1C5dhMiaJSxXjp999lkmTpzII48/wotjXpRyLISJpCALUYBVrl6Z6AXRpNnTCA0NZccOC55ezeYMtTtBYFXY+xPErjc7kfkGDzYWkSu01vwRE89fB89St4wvkbWsVY4zMjIYNGgQU6ZModd/e/H8qOelHAthMinIQhRwlapVYsbCGWilCQsLY9u2bWZHyi5zSd73MxxdZ3Yic23ebCzijmmt+X3fGdYdOktwkC8RNYtbqnxmZGTw1FNPMX36dPoO6stzw5+zVD4hCispyEIUAhWqVCB6QTTYIDw8nC1bLHjmCCebUZKLVYeYlXDkL7MTiXxOa81v+86w4XAC9cr6El7DeuV4wIABzJw5k/7P9OfpV5+2VD4hCjMpyEIUEuUrl2fmwpnYXG2Eh4ezadMmsyNl52SDWh2heA3YvwqO/J/ZiUQ+pbXmf3tPs/FwAiHl/Airbq1ybLfbeeyxx/jkk094fPDjDBw60FL5hCjspCALUYiUrViWGQtn4ObhRkREBBs2WPBNcU42qNkRiteE/b/C4T/NTiTyGa01q/ecZtORRBqU9ye0WjFLlU+73U7//v357LPPGPDCAJ586UlL5RNCSEEWotAJKh/EjEUz8PDyoEWLFqxbZ8H5vk5OULMDlKgNB/4Hh9aYnShvVatmLOK2aa1ZtfsUm48m0rC8Pw9WDbRU+UxPT6dPnz58+eWXPPnSkwx4foDZkYQQOZCCLEQhVLpsaWYsmoFXES8iIyP56y8Lzvd1coIa7aBkHTj4u7FobXaqvDFzprGI26K15pddp9gam0TjCgE8YMFy3Lt3b+bMmcOgVwbx+ODHzY4khLgOKchCFFKlgkoxY+EMfPx8iIyMZO3atWZHys7JCao/BCXrGqPIB38rPCVZ3BatNT/vPMm2uCSaVgzgvipFLVWO09LS6NmzJ3PnzuWZ156h/zP9zY4khLgBKchCFGIly5RkxsIZ+AX60bJlS/744w+zI2Xn5AQ1HoJS9Yz5yAf/V/BL8oABxiJuSUaG5qedJ9lx7BxNKwVwb2XrleNHHnmEBQsWMHjEYPoO7Gt2JCHETUhBFqKQK1G6BDMXzqRoiaK0atWK33//3exI2SkF1dtA6fpweC0c+LVgl+S9e41F3NSVcrzz2DnuqVSUZpWtNa3i8uXLdOvWjUWLFvH8qOfp9d9eZkcSQtwCKchCCIqVLMaMBTMoXqo4rVu3ZvXq1WZHyk4pqNYKyjQwzpG8f1XBLsnipjIyND/uOMGu4+doVrko91YuanakLFJTU4mKimLJkiW89OZL9Hyip9mRhBC3SAqyEAKAwBKBTF8wnZJBJWnbti2rVq0yO1J2SkHVlhDUCI7+DTG/SEkupDIyND/sOMHuE8ncXzWQppWsVY5TUlLo0qUL3377La+8/Qrd+3c3O5IQ4jZIQRZCXBVYPJDoBdGUKV+Ghx56iJUrV5odKTuloEoLCGoMseuMq+5JSS5U7BmaFduPs+dEMg9UDaRxhQCzI2WRkpJCp06dWL58OcPeHUZU3yizIwkhbpMUZCFEFgGBAUyfP52ylcrSvn17fvzxR7MjZacUVImAsk0gdj3s+6lgleSQEGMR2dgzNCu2HWffyfM8WK0YjSxWji9dukSHDh348ccfeX3c63Tu1dnsSEKIf0EKshAiG/+i/kyfN53ylcvTsWNHvv/+e7MjZacUVA6Hck0hbiPs/aHglOQJE4xFZGHP0CzfdpyYU+dpXr0YDcv7mx0pi4sXL9K+fXtWrlzJ8PHDebjnw2ZHEkL8S1KQhRA58gvwY9q8aVSsVpGHH36Y7777zuxI2SkFlcKg/L1wbDPs+b7glGSRRbo9g++2HmP/qfOE1ShOg3LWKscXLlygXbt2rFq1ipEfjqRD9w5mRxJC3AEpyEKI6/L192Xa3GlUqVmFzp07s2zZMrMjZacUVGwOFe6D41tgzwrIyDA71Z3p1ctYBHClHB/nwOkLhNcoTkhZP7MjZXH+/Hkeeugh/ve//zFm0hjadW1ndiQhxB2SgiyEuKEifkWY+vVUqtepTlRUFIsXLzY7UnZKQcUHocL9cHwr7Fmev0tybKyxCNLtGXy79RgHz1ygRc0S1LNYOU5OTqZNmzasWbOGN6a8QZvObcyOJITIBVKQhRA35ePrw5Q5U6gRXOPqRQ8sqeIDxnJiO+z+Ln+XZEGaPYNlW45xOP4ikbVKUDfI1+xIWZw7d47WrVuzdu1a3pr6Fq06tjI7khAil0hBFkLcEu8i3kyePZnaIbXp3r078+fPNztSzircD5Waw8kdsGuZlOR8Ks2ewdLNxzhy1ijHdcpYqxwnJSXRqlUr/v77b96e/jYt2rcwO5IQIhdJQRZC3DJvH28mzZ5E3YZ16dmzJ19//bXZkXJWvhlUDoNTu2DXUsiwm51I3IbL6Rks2RRHbMJFWtYqSe3S1irHiYmJtGzZkvXr1/NO9DtEPBRhdiQhRC5zNjuAECJ/8fL2YtJXkxjcZzC9evXCbrfTy4pvKCt3D6D+uSR1rY7gZDM71a25916zE5jmcnoGSzbHcSzxEq3rlKRGySJmR8oiISGBli1bsmXLFt796F2at2xudiQhxF0gBVkIcds8vTyZ+OVEhvQbQp8+fcjIyKBPnz5mx8quXFNQTsbV9nYshtqd8kdJfucdsxOYIjXdztJNxzielEKbOqWoXtLH7EhZnD17lsjISLZt38a4j8dxf4v7zY4khLhLZIqFEOJf8fD0YMLnE2hyfxP69evHp59+anaknJVtDFUj4cw+oyTb081OJHKQmm5nyaY4oxzXLWm5cnzmzBkiIiLYvmM773/yvpRjIQo4KchCiH/N3cOd8Z+Op+mDTXnsscf4+OOPzY6Us6BGUK1l/inJXboYSyGRkmZn8cY4TiSl0rZuSaqVsFY5Pn36NOHh4ezavYvxs8ZzX/h9ZkcSQtxlUpCFEHfE3cOd8bPGc2/ovTzxxBPMmDHD7Eg5K9MQqrWC+BjYvsjaJTk+3lgKgZQ0O4s3xXEqOZWHgktR1WLl+NSpU4SHh7N3314++PQD7g0tvPPDhShMpCALIe6Ym7ubMScz4n6efPJJpk2bZnaknJVpANXbQMJB2L4Q7GlmJyrUUtLsfLMxjtOOclyluLfZkbI4ceIEYWFhxOyPYcLnE2j6YFOzIwkh8ogUZCFErnBzd+O9j97jgcgHGDRoEJMnTzY7Us5KhzhK8iHYJiXZLJcu21m0MZYz51NpF1yKysWsVY6PHz9OWFgYBw8dZOKXE2l8f2OzIwkh8pAUZCFErnF1c+W9me8R2jqUZ599lgkTJpgdKWel6kH1tpB4GLYtgPTLZicqVK6U47PnL9OhXmkqWawcx8XFERoayuEjh5n01SQa3tvQ7EhCiDwmBVkIkatcXF0YGz2W8LbhDBkyhPHjx5sdKWelgqFGO0g8Yr2SHBFhLAXQxcvpLNwYS8KFy3QIKU2FQC+zI2URGxtLaGgoccfimDxnMvWb1jc7khDCBHIeZCFErnN2cebtaW/z+tOv8+KLL2K323n55ZfNjpVdyTqgFOz6FrbNh7pdwdnN7FQwfLjZCe6KC6npfLMxlqRLaXQMKUO5op5mR8riyJEjhIWFcfLUSSbPnkxwo2CzIwkhTCIFWQhxVzi7OPPm1DdxsjkxdOhQ7HY7r776qtmxsitR27iYyM5lsHU+BHezRkkuYC6kprNoYyznHOW4bIC1yvHhw4cJCwvj9JnTTP16KnUa1DE7khDCRKZNsVBKtVZK7VFKxSilXjErhxDi7nF2dmbMpDG07tSaYcOG8cYbb5gdKWfFaxqXoj53DLbMhbQUc/O0aWMsBcT51HQWboglOSXdkuX44MGDNG/enPiz8UydK+VYCGHSCLJSygZMBSKBWGCdUmqZ1nqnGXmEEHePs7MzoyeOxsnJiREjRpCRkcHIkSPNjpVd8RrGdIsdS2DrXAjuAS7u5mS5dMmc+70LklPSWLQhlguX7XQMKU2Qv7XK8f79+wkPDyfxXCLT5k2jRt0aZkcSQliAWSPITYAYrfUBrfVlYC7Q0aQsQoi7zGazMfLDkbTv1p5Ro0YxYsQItNZmx8quWHWo0xnOn4ItX0NawSmqZkhOSWOhoxw/XL+M5cpxTEwMoaGhJCUnSTkWQmRh1hzkMsDRTF/HAtc9A/uePXsIDQ3Nsq5bt24MHDiQixcv0rZt22z79OvXj379+nHmzBmioqKybX/qqafo3r07R48epXfv3tm2v/DCC7Ro3YILJy7wynPZZ4A8+9KzPBj2INu3bmfUK6OybR86ciiNmzZm3V/reHf0u9m2jxo7ijrBdfjt19+YNG5Stu1jJ46lStUq/PT9T8ycPDPb9okzJ1ImqAxLFy3ly0++zLZ95pczCSgawLzZ81gwe0G27V8u/BIPTw8+++gzvlv8XbbtC1csBCB6UjQrf1iZZZu7uztfffMVAB+++yF//O+PLNv9A/z56KuPAHhn1Dts+HtDlu2lSpdi8sfGOXJHDB3Bzm1ZXzioVKUS7016D4CXn32ZAzEHsmyvVbcWY94dA8Azjz/D8WPHs2xv2KQhr44y5ro+0esJEs4mZNl+X/P7GDJ0CAC9OvciJSXry+ktWrfgyWefBCCqbfbnTrtO7ej3RD8uXbxE76jsz52uj3al+6PdORt/lgG9B2Tb3vux3nTs0pG42DieG/Bctu0DnhlAyzYtidkXU+Cee1pruvbsyhtvvMFfv/1G6uXsZ45YvWgRAO9Pn853K7M+9zzc3fl+9mwA3vjwQ35ZsybL9qL+/ixyXO761bffZu2GrM+9oFKl+GrKFAAGjxjB5h07smyvVqkSM8eNg+L3M2DI0+w9/hZ4BhpzlIGQ2rWZMMZ47vV6+mlij2d97t3bsCHvDBsGQJfHHyc+IetzL+L++xk+xHjutXn0US5d89xr16IFLz71FFy+zOYdOxjcrFmW7d3at2dgv37G770cfm/169aNft27cyY+nqgB2Z97T/XpQ/eOHTkaF0fvZ5/Ntv2F//6X9i1bsicmhv8OHZpt++vPPUeLBx9k8/btDM7hVYC3X3mFZo0b8+e6dQx9+x1OX0zDrqGYpzMLbE5MGD2akDp1WPnbb7w5cWK2/We8+y7Vq1Th259+YnwOV2T8ctIkypYpw7ylS5n+xRfZti+cOZPAokX5bN48Pps/P9v2FV9+iaenJ9M++4zP589n844dZGhNrbq1mPrGVPm9J7/35P9ck557Q18yft9c2/Xg7ve967Hsm/SUUgOAAQBubua8YcbDxYMSXiVwtblm2xboGUhpn9Kc8jqV4/ZinsUo7VOaYp7Fctxe3Ks4pX1KE+gZmOP2El4lKO1TmqIeRXPcXtK7JKV9ShPgEXDd7YE+gfi7++e4vZRPKTw9PfFz98txe2mf0gAUcSuSbbubs9sNt7s7u1/d7u3qnW27h4vHDbd7unhe3e7p4pltu7er99XtHi4eN9zu7uyebXsRtyJXt7s5u5Fhy7ju9py+N37ufpT2Kc1F28Uct/u7+1PapzSuqa45bg/wCKC0T2ns3vYctxf1KEppn9IkeyUXyOferBmz8Pf2Z+bMmZQtUYJKZcpkvcGxY8bHc+cgNTXrNqX+2Z6cnH37pUv/bD9//sbbL1zIvv3iRcd2N3AJhLRTcO4EuPkbJfnChX/2v3Qp+/7nz994e3LyP9tTU7NvP3fO2J6aChkZ2bcnJRnbU1KybwNITDS2JybmvD0hwdh+8mTO28+eNbafOpXz9vh4Y/vp0zlvP3MGjh3j/InTnDqXgtaaYu42XNPTIB1jv2PHjOPktP+pU+DpaeTIafvJk8ZzICHh+ttTU6//+E+cAHd3Thw4wOYdO9BASEgIXl7Gqebk95783pP/c8157nm5Wut0jwDKjJc5lVL3AqO01q0cX78KoLV+J6fbN2rUSK9fvz4PEwoh7qaMjAyefvpppk+fzgu9ejHuuedQSpkdK7sLcRC3ClyLQFBLcPbIm/v90jFCdRujHVaRdDmDBYcucTlD06W8ByU8bGZHymLngQOEP/UU2mZj1apV1K5d2+xIQggTKaU2aK0bXbverBHkdUBVpVRFIA7oAfQ0KYsQIo85OTkxdepUbDYb46dMwW6388Hzz1uvJHuVgTIREPcLxP6UdyU5HxZjgMTLGSw8dIm0DE1UeQ+KW6wcb4+JIWLgQJxcXfl11Spq1qxpdiQhhEWZUpC11ulKqaeBHwEbMEtrveMmuwkhChClFJMmTcJmszFh4kTsGRlMfPFFC5bk0hDUAmJ/gaM/QtlWeTeSnI8kpGaw6PAl0jM0XSp4UNzdWuV4W0wM4U89hYu7O7/++ivVq1c3O5IQwsJMm4OstV4BrDDr/oUQ5lNK8eGHH2Kz2fjggw+wZ2Qw+aWXcHIy7RTtOfMs5SjJK+HoD46SfBfPyHDlDXYzs79ZyIrOpmaw6NAl7Noox8UsVo637N1LxMCBuHt58euvv1K1alWzIwkhLM6yb9ITQhQOSinef/99nJ2dee+997Db7Ux75RULluSSRkmO+8UoyUGtwMV6byzJa2dTjWkVGoiq4EGgxcrxpt27aTFoEJ4+Pvz6669UqVLF7EhCiHxACrIQwnRKKcaOHYvNZuOdd97BnpHBjGHDrFmSy7SAuJX/TLcoxCU53jFyDEY5LupmrX+vDbt20WLQIIr4+fHrr79SqVIlsyMJIfIJKchCCEtQSvHWW29hs9l48803sdvtfPT669hs1hqRxLMEBEU6plv8CGVbgou32any3JkUO4sOp6AwynGAxcrxuh07iHz6afyLFuXXX3+lQoUKZkcSQuQjUpCFEJahlOKNN97A2dmZUaNGYc/IYNaIEdYryR7FHSX550wjyYWnJJ9OsbPo0CVsStHFguX4/7Zto9Uzz1C0WDF+/fVXypcvb3YkIUQ+IwVZCGE5I0eOxMnJiREjRmDPyOCzkSNxdrbYryuPYplKsmNOsqtP7hw7MjJ3jnMXnEqx882hSzg7KbqU98DfYuX4zy1baP3ssxQvWZJff/2VsmXLmh1JCJEPWex/HCGEMAwfPhybzcZrr72G3W7nyzFjrFmSy7b8pySXbZ07Jblr1zs/xl1w6pKdRYcv4eKkiKrggZ+rtcrxms2bafPss5QqU4ZVq1YRFBRkdiQhRD5lsf9thBDiH8OGDcNms/HKK6+QoTVfvfEGLlYrye6BxgVEYn/65xRwrkXu7JgpKY5ju995vlxy0lGOXZ0UXSt44Guxcvzbxo20fe45gsqVY9WqVZQuXdrsSEKIfMxi/9MIIURWQ4cOxdnZmRdffBG73c7Xb79twZJc1JhiEfvTP2/cc/X998d79lnjo0XOg3zikp1vDl/CzTFybLVyvHr9eh4aMoRy5cuzatUqSpUqZXYkIUQ+Z63fckIIkYMXXniBDz74gEWrVtH91Ve5nJZmdqTs3AOMYqztRklOTTI7Ua44ftF4Q567zZrl+Je//6bt4MFUqFiR1atXSzkWQuQKa/2mE0KI6xgyZAiTJk1i8a+/0nXoUFIvXzY7UnZuAcYUC50BsT9AaqLZie7IsYvGyLGnszXL8c//93+0GzKEKlWr8uuvv1KiRAmzIwkhCghr/bYTQogbeOaZZ5g6dSrLfvuNLi+/bNGS7G+8WQ+MOcmpCebm+ZfiLtpZfPgSXo5yXMTFWv9d/PDnn7R//nmqVa/OqlWrKF68uNmRhBAFiLV+4wkhxE0MHDiQ6Oholq9ZQ6eXXiIlNdXsSNm5+UFQa1BOjukWZ81OdFtiL9hZcvgS3i5GOfaxWDlesWYNHV94gZq1arFq1SoCAwPNjiSEKGCs9VtPCCFuwX//+19mzpzJ93/8QccXXuDSlbM+WImbrzHdQjnB0Z8g5TZKcvv2xmKCoxfSWXLkEj6OcuxtsXL83e+/0+mll6hTty6//PILRYsWNTuSEKIAstZvPiGEuEVPPPEEn3zyCT//9RcdXniBi1Ysya6+xnQLZYPYHyEl/tb2M6kgHzmfztIjKfi6ONGlggdeztb6L2Lp6tV0fvll6oWEsHLlSgICAsyOJIQooKz1208IIW7Df/7zHz799FN++ftv2g8ZwoVLl8yOlJ1rEUdJdjZOA5dy5ub7JCYaSx46fKUcuzrRpYK75crx4l9/JeqVV2jQoAE//fQT/v7+ZkcSQhRg1voNKIQQt6lv37588cUXrN6wgXaDB3P+4kWzI2Xn6gPl2oCTizHd4tLpG9/+5ZeNJY8cOp/OsiMp+Ls5EVXeA0+LleOFK1fS9ZVXaNSoET/++CN+fn5mRxJCFHDW+i0ohBD/Qq9evfjqq6/4bdMm2j73HMkXLpgdKTsXb2Mk2eZmXJr6ZiU5jxxMNspxgJsTXcp74OGszI6UxbyffqLHa69xzz338OOPP+LrewcXYBFCiFskBVkIUSA88sgjfP311/y5dSttnnuOc+fPmx0pOxdv4417NndHST5lapz9yel8ezSFQHdjzrHVyvGcH36g5+uv06xZM77//nuKFLnDS3gLIcQtkoIshCgwunXrxty5c/lr+3ZaP/ssSVYuyc6OknzxpCkxYs6ls/xoCsXcnehc3gN3m7XK8VcrVtB7xAgeeOABVqxYgY+Pj9mRhBCFiBRkIUSBEhUVxfz581m3cyctn36axORksyNl5+JlTLdw9oC4lXDxRJ7efcy5dJbHplDc3YlOFizHn3/3HX1GjiQ0NJTly5fj7e1tdiQhRCEjBVkIUeB06tSJhQsXsmnPHiIHDSLh3DmzI2Xn7OkoyZ4Qe01Jjooylrtgb1Iay2NTKOlhzXI8a+lS+o8eTUREBN9++y1eXl5mRxJCFEJSkIUQBVLHjh355ptv2BoTQ4uBAzmblGR2pOyulGQXb0dJPm6sb9nSWHLZnqQ0vo9LpZSHEw+X88DNYuX4o8WLeeyNN4iMjGTZsmV4enqaHUkIUUhJQRZCFFjt2rVj8eLF7Dh4kIiBA4nP43ML3xJnD2NOsquPUZIvxMGJE8aSi3YnpfF9rKMcl7deOY5euJABb71FmzZtWLp0KR4eHmZHEuL/27v38Ciq+4/j7282kKB4QYkVuQiKN/ApVZHa8is3UQSLQGlVaktLSwkJaFFbFEpFxWoVxaLlqiAKVohQLkIgkJAE28eCWBUFtEZFAwS5I4gEkj2/P3bQFZKgZrMzST6v5zlPZs+cmfnuN8vwzezZHanFVCCLSI3Wo0cPFi5cyMZNm+iSlsaOPXv8Dul4ifWgybWRm4psWQmj7oZ77onZ7jfsPcKyzcU0PjlSHNdNCFZxPCEjg7S//pXrr7+e+fPnk5yc7HdIIlLLqUAWkRqvW7duLF68mP8VFtIlLY3tu3f7HdLxEutBk26R21MX74HS4pjsdv3eIyzfUkyTk0P0bha84viJ2bMZ+sgj3HDDDcybN4+kpCS/QxIRUYEsIrVD165dWbJkCe9v2ULnwYP5ZNcuv0M6XmJyZLqFJcLhvXCgsFK7e3vPEVZsKaZZ/RC9miVTJ2DF8ePPP8/vH32UPn368OKLL6o4FpHAUIEsIrVGly5dyMzMZNO2bXQaPJiinTv9Dul4oSRIPgMSEmFrHuz/+Fvt5q09R1ix9RDn1g/Rs2nwiuNHZ87kjscfp2/fvsyZM4e6dev6HZKIyBdUIItIrdKpUyeWLl1K4fbtdEpNZeuOYNzy+asMks6ApAZQlAf7P/pGW7+5+wjZWw/Ron5iIIvjh2fM4I/jx3PjjTfywgsvUKdOHb9DEhH5ChXIIlLrdOjQgaysLLbu2kWn1FS2bPf3ls/H+cUv4Be/jHxwL+lMKMqH/Zu+1qZv7D7MyqJDnHdKIj9umkxiwIrjB6dP5+6//51+/frx/PPPqzgWkUBSgSwitVL79u3Jyspi2549dExNpTDGX6tWKR06RFqoLjS5BpIbQtEq2P9hhZu9vuswuUXFnH9KItc3CV5xfP9TT/GniRO55ZZbeO6550hMTPQ7JBGRMqlAFpFa64c//CHLly9nx759dExN5aOiIr9Diti0KdIgUiQ37grJKbB1FXz6QZmbvLbrMHnbiml5aiLXB+zKsXOOe6dMYfSUKfTv359nn31WxbGIBJoKZBGp1a666iqys7PZ89lndEpNZdPWrX6HBA8+GGlHhepCk65w0neg6GX49P2vDF+78zCrthVzwamJ9GiSTMiCVRzfM3ky9z31FAMGDGD69OmEQiG/wxIRqZAKZBGp9a688kqys7PZ9/nndExN5YPNm/0O6XgJdaDx1XDS2VD0L9hXAMCrOw/z8ifFXHRaHboHsDj+08SJPDBtGgMHDuTpp59WcSwi1YLe4xIRAa644gpycnLo2rUrHVNTyZ08mZZNm/od1lcdLZK3rIRt/2LTx2/w6YEw1yaHuORIIgnf7MsuqpRzjrtm5TB24Suk9unAxIFXkvDadL/DEpGgurQv1GvgdxRfUIFcjuKSUjYW7fc7DBGJI2vYgon/WMDgfr1p/7tUpo59knMbx79IblniACjYfbjsAfX+j5ID6/jk4C4a10/kkgaJJATsyvEfnlnMuIWvkH5TN/4+8rdYgOITkQCyYE1qUIFcjuKSMLnvBOyrn0Sk6iV8h4F/ncHk4b+m/+3ppN89jrMaNYtrCGceDgOQW1TR7aZb06ZZHb57dlLgiuPbx41j/MKXufXWWxk/fryKYxGpdsw553cMJ9S2bVu3du3auB4zHHYUl4TjekwRCY4NG9bT49qumHMsfXIiF7doEbdjJ6xZDUC43ffLHWMGyaFgFZ7OOW4bO5a/Z2QwbNgwxo0bp+JYRALNzF5zzrU9rl8FsohI2TZs2ECXLl1wR46wctIkWp9/vt8hBVY4HGboI48wae5c7rzzTsaOHaviWEQCr7wCucomfJjZvWa2xcze8FqPqHUjzKzAzN41s25VFYOISGW0atWKvLw8QklJdE5L462Cgvgc+N13I62aCIfDpD30EJPmzuWuu+5ScSwi1V5Vz4h+3Dn3Pa9lAphZK+BmoDVwHTDRzPS9PyISSBdffDF5eXnUSU6mS1oab/7vf1V/0Mcei7RqIBwOM+gvf2Hq/PmMHDmShx56SMWxiFR7fnxksBcw2zlX7Jz7ECgA2vkQh4jI13LhhReSn59P8skn0yUtjdffecfvkAKhtLSU344Zw7SFC/nzn//MAw88oOJYRGqEqi6Qh5rZOjObbmZHv9yuMVAYNWaz1/cVZjbIzNaa2dodO3ZUcZgiIhVr2bIl+fn51D/tNK5OT+e1jRv9DslXpaWlDLjvPma89BL33nsv999/v4pjEakxKlUgm1m2mb1dRusFTALOB74HFAHf6P1C59xU51xb51zblJSUyoQpIhIT5513Hvn5+ZzaoAFdhwzh1fXr/Q7JFyUlJfQfPZqZmZmMGTOG0aNH+x2SiEhMVapAds51dc5dWkZb6Jz7xDlX6pwLA0/x5TSKLUD0N+838fpERAKvefPm5Ofn0+DMM7lm6FBWv/223yHFVUlJCb+85x7+sWwZDz74IKNGjfI7JBGRmKvKb7FoFPWwD3D0f5FFwM1mlmRmLYALgDVVFYeISKyde+655OXlcWZKCtcMGcIr69bF9gBDhkRawBwpKeHno0Yxe/lyHn74YUaMGOF3SCIiVaIq5yA/YmZvmdk6oDNwO4Bzbj2QAWwAlgFDnHOlVRiHiEjMNWvWjPz8fL7TqBHXDh3Kv994I3Y7b9Mm0gLkSEkJ/UaO5MXsbB577DGGDx/ud0giIlVGNwoREamErVu30rlzZ7YUFpI5fjwdLr+88jt9883Iz4AUyYePHOGmESNYkJfH448/zrBhw/wOSUQkJuJ+oxARkdrgnHPOIS8vj6bnnkv33/+evFj8MT9hQqQFQPHhw/z0rrtYkJfHE088oeJYRGoFFcgiIpXUqFEjcnNzad6iBT2GDWPlq6/6HVJMHCoupu/w4by0ahUTJkzg1ltv9TskEZG4UIEsIhIDZ599Nrm5uZzfsiXXDxtG9urVfodUKYeKi+nzxz+y5F//YsqUKaSnp/sdkohI3KhAFhGJkbPOOouVK1dy4UUX0fOOO8h65RW/Q/pWPj90iBu8+J966ikGDRrkd0giInGlAllEJIZSUlLIycnh4ksuodedd7L03//2O6Rv5OChQ/S84w6y16xh2rRpDBw40O+QRETiTgWyiEiMNWzYkJycHFpfeim9//AHFr/88jfbwZ13Rlqcffb55/zYm0M9Y8YMBgwYEPcYRESCQAWyiEgVOOOMM8jOzua7bdrwk+HDWZSf//U3vuiiSIujAwcPcv2wYeT/97/MnDmT/v37x/X4IiJBogJZRKSKNGjQgBUrVnDZZZfx07vvZn5u7tfbcPXqSIuT/Z99RvfbbuPl119n1qxZ3HLLLXE7tohIEKlAFhGpQqeffjrLly/niiuu4MYRI5iXk3PijaZNi7Q4+PTAAa677TZeeestXnjhBfr16xeX44qIBJkKZBGRKnbaaaeRlZVFu3btuGnkSDJWrPA7JAD2HThAt1tvZc369cyZM4cbb7zR75BERAJBBbKISByceuqpLFu2jB/84Af8fNQoXli2zNd49u7fz7VDh7J240YyMjLo27evr/GIiASJCmQRkTg55ZRTWLp0Ke3bt+cX99zDrMxMX+LY8+mnXDNkCK+/+y7z5s2jT58+vsQhIhJUKpBFROKofv36ZGZm0rFjR/qPHs1zixfH9fi79+2ja3o66woKmD9/PjfccENcjy8iUh0k+h2AiEhtc/LJJ7N48WJ69erFr++7j9JwmAHRherIkVVy3J1793LNkCFs3LSJBQsW0L179yo5johIdacCWUTEByeddBKLFi2id+/e/HbMGErDYQb27h1Z2bx5zI+3Y88erk5P573CQhYuXEi3bt1ifgwRkZpCUyxERHxSr169L4rV3z3wAFPmzYusWLUq0mJk++7ddElL473CQl566SUVxyIiJ6AryCIiPkpOTmbBggX07duXwQ89RGk4TPrRr4Hr0KHS+9+2cydXp6fzYVERS5YsoUuXLpXep4hITacryCIiPktKSmLevHn07NmTIQ8/zObt22Oy36KdO+mclsambdtYunSpimMRka9JBbKISAAkJSUxd+5cevfuTcHmzZUukrds306n1FQKt29n2bJldOzYMUaRiojUfCqQRUQCom7dumRkZJDSsCEFmzfz2KxZ32o/mz/5hE6pqRTt3k1WVhY/+tGPYhypiEjNpgJZRCRA6tSpwyWtWpGSksIf/vY3Hnn22W+0/cfbttExNZVP9u4lKyuL9u3bV1GkIiI1lz6kJyISMAmzZnFRSQk3jxzJXU8+SWk4zIgBA0643UdFRXQePJhd+/ezYsUKvv/978chWhGRmkcFsohI0DRtSiIwc+ZMEhISGDlhAiWlpfx54MByN/lwyxY6p6Wx7+BBsrOzufLKK+MXr4hIDaMCWUQkaObMASDxppt47rnnCIVC3DN5MuFwmNGDBh03/IPNm+mclsb+Q4fIycnh8ssvj3fEIiI1igpkEZGgmTQp8vOmmwiFQjzzzDOEQiHunTqV0nCY+1JTMTMACgoL6Tx4MAePHCEnJ4fLLrvMx8BFRGoGFcgiIgEXCoWYNm0aoVCIMU8/TUlpKX9JT+e9jz+mc1oah8NhVq5cSZs2bfwOVUSkRlCBLCJSDSQkJDB16lRCoRAPTZ3Khg8+YM2GDZQAubm5XHrppX6HKCJSY6hAFhGpJhISEpg0aRKhUIhJkyaRkpJCbm4urVu39js0EZEaRQWyiEg1kpCQwIQJE+jZsyetW7emWbNmfockIlLjqEAWEQmauXMrXG1mdO/ePU7BiIjUPiqQRUSCpmFDvyMQEanVdKtpEZGgmTEj0kRExBcqkEVEgkYFsoiIr1Qgi4iIiIhEUYEsIiIiIhJFBbKIiIiISBQVyCIiIiIiUSpVIJvZz8xsvZmFzaztMetGmFmBmb1rZt2i+q/z+grM7O7KHF9EpEbKzIw0ERHxRWW/B/lt4CfAlOhOM2sF3Ay0Bs4Bss3sQm/1BOAaYDPwqpktcs5tqGQcIiI1x0kn+R2BiEitVqkC2Tm3ESJ3dTpGL2C2c64Y+NDMCoB23roC59wH3nazvbEqkEVEjpo4MfIzPd3fOEREaqmqmoPcGCiMerzZ6yuv/zhmNsjM1prZ2h07dlRRmCIiAZSREWkiIuKLE15BNrNs4OwyVv3JObcw9iFFOOemAlMB2rZt66rqOCIiIiIi0U5YIDvnun6L/W4BmkY9buL1UUG/iIiIiIjvqmqKxSLgZjNLMrMWwAXAGuBV4AIza2FmdYl8kG9RFcUgIiIiIvKNVepDembWB3gSSAGWmNkbzrluzrn1ZpZB5MN3JcAQ51ypt81QIAsIAdOdc+sr9QxERERERGLInAv+9F4z2wF85HccAdcQ2Ol3ELWQ8u4P5d0fyrs/lHd/KO/+iHfez3XOpRzbWS0KZDkxM1vrnGt74pESS8q7P5R3fyjv/lDe/aG8+yMoedetpkVEREREoqhAFhERERGJogK55pjqdwC1lPLuD+XdH8q7P5R3fyjv/ghE3jUHWUREREQkiq4gi4iIiIhEUYEsIiIiIhJFBXJAmVlTM8s1sw1mtt7Mfu/1f8/M/mNmb5jZWjNr5/WbmT1hZgVmts7MLo/a16/M7D2v/cqv51QdVJD3Nmb2ipm9ZWYvmdmpUduM8PL+rpl1i+q/zusrMLO7/Xg+1YWZJZvZGjN708v7fV5/CzNb7eVwjncHTry7dM7x+lebWfOofZX5+5DjVZD3oV4OnZk1jBqv80wMVJD3573X7dtmNt3M6nj9ynsMVJD3aV7fOjOba2b1vX6dZ2KgvLxHrX/CzA5EPQ5G3p1zagFsQCPgcm/5FOB/QCtgOdDd6+8B5EUtLwUMuApY7fWfAXzg/WzgLTfw+/kFtVWQ91eBjl7/b4Ax3nIr4E0gCWgBvE/kLpEhb/k8oK43ppXfzy+ozXvd1veW6wCrvddxBnCz1z8ZSPOW04HJ3vLNwJyKfh9+P7+gtgryfhnQHNgENIwar/NM1ea9h7fOgBeiXu/Ke9Xm/dSoMeOAu71lnWeqMO/e47bATOBA1PhA5F1XkAPKOVfknPuvt7wf2Ag0Bhxw9OrlacBWb7kX8JyL+A9wupk1AroBK5xzu51ze4AVwHVxfCrVSgV5vxBY5Q1bAfT1lnsBs51zxc65D4ECoJ3XCpxzHzjnDgOzvbFSBu91e/QKQh2vOaALMNfrfxbo7S338h7jrb/azIzyfx9ShvLy7px73Tm3qYxNdJ6JgQrynumtc8AaoIk3RnmPgQry/ilErtQD9Yice0DnmZgoL+9mFgLGAsOP2SQQeVeBXA14by9cRuSvrmHAWDMrBB4FRnjDGgOFUZtt9vrK65cTOCbv6/mywP0Z0NRbVt5jxMxCZvYGsJ3If/TvA3udcyXekOgcfpFfb/0+4EyU92/s2Lw751ZXMFyv9xipKO/e1IpfAsu8LuU9RsrLu5k9A2wDLgae9IbrPBMj5eR9KLDIOVd0zPBA5F0FcsB5c6HmAcO8v3LTgNudc02B24FpfsZXU5WR998A6Wb2GpGpF4f9jK8mcs6VOue+R+SqWTsi/1FJFTs272Z2qc8h1QonyPtEYJVz7mVfgqvBysu7c24AcA6Rdw1v8i/CmqmMvHcgcrHpyQo39JEK5ADzriLMA553zv3T6/4VcHT5Rb58e2ELX17VhMiLcEsF/VKOsvLunHvHOXetc+4KInMD3/eGK+8x5pzbC+QCPyDyVnKityo6h1/k11t/GrAL5f1bi8p7RW/R6/UeY8fm3cxGAynAHVHDlPcYK+v17pwrJTId7ugUOp1nYiwq752BlkCBmW0CTjKzAm9YIPKuAjmgvPk204CNzrlxUau2Ah295S7Ae97yIqC/92nnq4B93tsWWcC1ZtbAzBoA13p9Uoby8m5mZ3k/E4BRRD4wBpG83+x96rYFcAGRuYOvAhdY5FsY6hL5oMGi+D2T6sXMUszsdG+5HnANkSs5ucBPvWG/AhZ6y4u8x3jrV3rzNsv7fUgZysn7OxVsovNMDJSXdzMbSGRecT/nXDhqE+U9BsrJ+7tm1tLrM+AGvvw3oPNMDJST99ecc2c755o755oDB51zLb1NApH3xBMPEZ+0JzIH7S1v3g7ASOB3wHjvr6pDwCBvXSaRTzoXAAeBAQDOud1mNoZIwQZwv3Nud1yeQfVUXt4vMLMh3uN/As8AOOfWm1kGsAEoAYZ4VyEws6FE/rMKAdOdc+vj9iyqn0bAs96HNhKADOfcYjPbAMw2sweA1/lyStE0YKZ3xWE3kT9AKvx9SJnKy/ttRD44czawzswynXMD0XkmVsrLewnwEfBKpFbjn865+1HeY+W4vANLgJct8tWdRuRbEtK88TrPxEaZr/cKxgci77rVtIiIiIhIFE2xEBERERGJogJZRERERCSKCmQRERERkSgqkEVEREREoqhAFhERERGJogJZRERERCSKCmQRERERkSj/D0yIkycRlQSNAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "op_1={'op_type': 'c', 'strike':3070, 'tr_type': 'b'}\n", + "op_2={'op_type': 'p', 'strike':3070, 'tr_type': 'b'}\n", + "op.yf_plotter(ticker='amzn', \n", + " exp='default', \n", + " op_list=[op_1, op_2])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Save figure" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Figure can be saved in the current directory setting save=True
\n", + "Filename with extension has to be provided as file.
\n", + "If no filename is provided, the figure will be saved as fig in png format." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "ExecuteTime": { + "end_time": "2021-03-21T02:36:16.184602Z", + "start_time": "2021-03-21T02:36:15.906590Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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