{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Styles and formatting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Any ``Element`` object in **fivecentplots** (legend, axis, label, etc.) has certain properties like edge color, fill color, font size that can be styled. Each of the properties can be set by passing the appropriate keyword to the function call to make the plot or by setting a new default value in a custom theme file. Examples of style changes are described below.\n", "\n", "For more details, review the API section for the ``Element`` of interest" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import packages:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "import fivecentplots as fcp\n", "import pandas as pd\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read some dummy data for examples:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data.csv')\n", "df_box = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_box.csv')\n", "df_hist = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_box.csv')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "Optionally set the design theme (skipping here and using default):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#fcp.set_theme('gray')\n", "#fcp.set_theme('white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fill colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Many elements in a plot have a fill color (such as axes, figure background, markers, etc.). These fill colors are accessible using the standard keyword nomenclature for elements:\n", "\n", "``___``\n", "\n", "where element attribute name in this case is ``_fill_color``. All colors are specified using 6-digit hex codes." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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S2tN7zO0pIR4+1O918bjarpi1ml2b99Le2Mm/fe/avB2lMdF6Ezi3nuacNx7hlN3PA/DskpP4x6qzeXnhOr5+8af50h9vwcHE10G9B2tI8eRBx28BVsGYewXvBo4bxXWXAx8DolhJn51+D6wEvo81TPop4B1Ye8keLYMIAh1YvXGTZVolca17FTueVSw/RWPWIo3D2xRP3KMoKocFx2s8cc/QnR7OvELmxgkhRD7ran2dzpaBW2Fl+i1YmLP0wpzaD4UzlLiNvE3gADbPP56XF67Do6f46u9uZEXzzt5zaw9s5uyt/+Tzl3+Flxeu49V5q1lz8NUJj+lRrMn8g9+1Y8fZ3mgSOLLPzABPAm8Z57NGkgH+hrVQASCCNTdvM1avXA8D6Om7TQI7sYaWHcCHbY7pSKZVErftScXt1xl87KdOZi3S2PqElbTFuuD264xh75EkTggh8pvbV47mcKHMoUOeTpePyro1425bKUU45WR2SX7/OHxw9fkAnP/a3wckcD1WNO/k/Ncf5i9rLubB4y+YlCRuL3DqhD9lqAXZz/smoO1V9CVwAHOzn2ODrlsyzL0LsHonR5uM2iG//9YewQ93u4cc23i1g41X9yVl533YyXkfliFUIYQoZMXl81l91pcwjTShttc5vP1PrDrtMzicXlxuPw6nZ9xtJ2JpMrioqhlma588srfWKmJ82q5nR7zmtJ3P8Jc1F7OndvQFj3PRDUzFu9bzzO4jXjU+gUGvezKKweN499G3OtWNNRduFLuB2q5gkzghhBAzh8vtB7cfIxPH5S7CV1RrS7tthzsBqG3InwUMwzGzQ70ONXRaUI+ec2qS1qhWA12T8qSBQv2eP1WOY+jq1KkgY4lCCCEKRioexBuw78d3y54mAGqXTEU/yugt6LDWPD6/eOR1ks8tPgmA+cHJWR85Hzh01Kvsd7jf82c6SeKEEEIUjFQiaGvZj/bDQbyZKKXz8juJu+A1q57dA8e/hf1V84ac3189nwePv2DAtRPtPOAZGNc62K1YOy+Mx1NYw55njPP+6USGU4UQQhSMVDxIaeVS29rrbI9TZMZwl5TY1uZEWL/vZY5p3MrWOcfwmfd8jYs3P8Cpu54D4JmlJ/OXEy4i4fFzzOGtrN/38qTE9A6sXQpeAE4a470fwyrbsX8cz30QuJiRCwLPJJLECSGEKAiGnkJPR2wdTu2K6lR4R55nli+cyuQLf/4aX7n082ybs5LfnnQ5vz3p8gHXrGzcxo33fRXnEebN2Wk1VjL1E0ZO4h4b4fjfOfKOC/tHOH4ge++LRw/vqAY/47FhrtnIwJ7Ga7If+UKSOCGEEAUhlQgC2DacapqKSMbForLxr26dTKXJCF//7X/x3JKTeGjQtlsXvP43Tt79/KQlcD2+CpyOtdH80EHekf0P8KZxPO9WrGK/4y8qM71IEieEEKIgpOLZJM5vTxIX7kpg4qBqVn4PpfbnVCan7Xr2iKVGJtNxwOexCt3+agz3XYq1M8JYbMcq7THeuXTTkSRxQgghCkIq3mHVhhvnFluDtR3sAGDWPGt41lSKpw8FqS/xsbjC7g2dpq8bxnHPeArirmD0+5I+No72C1FeJXGl2srxLXOZAKXaWH9HEEIIMZF6VqbatT1Wy94WNGVQs9iqy//UoQ7ufv0gfpeDWzYeS6l3aFF5IfJJXiRxHXQQVzFOct451aEM0KyapjoEIYQQWal40LahVICOphCBdITA3HqiaZ0/bm8EIKGb/H57Ix84foFtzxJiIuRFEneIQ6zQVlI9pfWXh/JqXq7n+qkOQwghBFZPXMWs1ba11xmMU0QcVyDAH18/QDRjUOn3EEqkefZwkDMaqllaKcOqIn/lRRIHViJ3aEpqP49sIQunOgQhhBCAaeqkEyF7y4vETOb4YX9XjCez8+M+eMICnjvcyZOHOvjlloN84fSVOB2Ts42VEGMlOzYIIYTIe+lECFC2DadmMgZxw0V5uZd7thxEAXNcbv72yB7Cu7vwOjQORxI8dqDdlucJMRHypidOCCGEGIndNeI626OARseiOezvjmPqJq88dQAzbdVZC9QXUbaigj9ub2RDfYUschB5SXrihBBC5L1UPIimOfH4ym1pr6e8yDZvqdV+MMn86mKqlpRxzKpaHN0ZlKFImSabGkO2PFMIu0kSJ4QQIu+lEkE8/ko0zZ4fW637W3EaKRr3RwHw1wb4t2vW45lXwjsvWM5ll69Cc2roCZ3dW9tseaYQdpMkTgghRN5LxTtsG0oF6GjuImkkCDbG0DuToMGv3rAW1znQeOyQ1VMX3tXFYy8dtu2509G3gCtHOPefWPuPjtU7GbpH6Q5gIdA1ivs3Ym0FdjR3AKcCpUAAWAV8EYj0u2Y/oGWvzTeSxAkhhMh7dteIC4VSoFnz3+ozDjwOjUORBEopfv3KPgylWFFZTKojSSiSwjDzpBJ9ntmGtX/q/wxz7lvAt8fYngn8O/CHYc4tx9qu69/G2OZIbgb+BSvh+w3Wll7vB34AnA1kstfNBp4FLrLpuXaSJE4IIUReU8rs3a3BLt1xKPdaiVlzU4QLl8zuO6cpXA6NE8us+XIBn0vKjIzgBuB9QH2/Y/uAt2fPlY2hrdeANwH/D/CPcM1nsfZofWXMkQ6UBr4BfBorCX0LcE62/f8DXgT+lL3WC5wM1OT4zIkgSZwQQoi8lklFUKZuW424eCxNWjlZVaVR5HPRFkqgdaRwaVrvll7nLZzFg4/vBeD04+fY8lw7GU4nT13ydp665O0YTueUxLAFuB8rievvP4BdwKPACWNo7yrAAJ4Dake4pg54M/C1sQQ6jG4ggdXzN9iFwH8Di7Kv9yPDqUIIIcS4pOLW/DS7hlODbdaMp9n15Vy2cQkAP/rDq4T3dwMQ0Bw88sBOXtvdgdft5LIzF43Y1kx2D9ZQ48mDjt+C1at25hjbuxt4CjjanhyXA38GomNsv78a4CTgm8DVWL1uHdlzbuDzwLoc2p8sUidOCCFEXrNqxGl4/ZW2tNeWLeA7a1Edx526jFA4yQPP7Kd7T5hYawIzbWCmTfxeJ5+96kTm1ZXa8txc9e9xM5yuYb8GcBrGpMTzKLABq5eqv2PH2d5xo7xuA9Z8tSexhkHH6/dYvX93ZT80rIUNb8eal1eRQ9uTRZI4IYQQeS0VD+L2luJw2lNwt+1AG95MjJJ59WgafODSFSxdXsb/+9t26EqzqKGU45fVcPa6BspKvCileodZp9KzF1067PEXLhg45f70++6djHDYi7Wyc7ItyH7el2M7c7ES0a3Ag8A/gSeAL2PNy3sCWJrjMyaaJHFCCCHymt2LGjpaIwQyYXyzZnHjI99kR4c194051sdeYG8H/PFv1uHl1Yv5ytmfyotELp90A0VT8NyeZ3bb1N4x2Y//xOrh+z/g48DnsHrr8pkkcUIIIfJaKt6Bv6T+6BeOUqg7TakrTcZJXwJ3BDs69pAy0vhcXttiGI9T/vrn3q8Np6u3B+7Eh/6K09AnPZ5qRlezzW49+2fksszlu1hz9w5g1Yfr4cYqO/IAVg9dvpMkTgghRF5LxYOU1452xtSRKVMRTmrMKx64ovP4ug+x/UCET522nBULrLl3KT3FdX/6jC3PtcNIc92chj5p8+D6mw8cmvSnQk/p5fk5tHEM1kKG72OVQunPAPYw+jl6U0mSOCGEEHlLz8Qx9IRtw6ndXQlMHFRUBwYcb0+YGDFYXF+Fz+Wx5VnT3XnA7YBi6OKGo9kKpIA143juU1i9Z2eM494e5wLvxRoyfQ14B9aK1cPAj7Off5dD+5NFSowIIYTIW73lRWyqEddTXqR2zsCVrjHDwGvCr974HU8deNGWZ01378DqzXphHPd+DHjbOJ/7IHAxIxcEHq1fYCVsh4DrsHZp+DRWfbhXgBU5tj8ZpCdOCCFE3krFg4B9NeLa9rehKYOahXOHnKv2u3ls/3PMKa2z5VkTyWkYk7YKdSSrsZKpn2DVXBvOYyMc/zuw9ght7x/h+IHsvXak2Q6s+W//cpTrFmD1NuYj6YkTQgiRt1KJIE53AJc7134XS9uhIP5MhMCcoQslZpUbZIwM88ryb4eGfPVVrH1OD47xvv/B2mJrrG7FKvY7nmHY6Uh64oQQQuStVLzD1o3vg+1RApkIvlm1pPttuqSnUvhKIxCEWcXVJPUUKT1l23Onq+Owdje4AWtP09G6FFg5xmdtx9qkftMY75vOJIkTQgiRt1LxoG3z4QC6whlq3ToOtxv6JWmxzK94whq55eP3f8G2580Eg1d3jsZ4Vn6uwBpOHY3HxtF+IZLhVCGEEHnLzkK/um4QzTgoL7V2fvA6PSyvXnzU+5ZXL8brlBWrIv9IT5wQQoi8ZBppMqkwPpuGUzs7YoBGVU0xAJqm8cWN1/Pxh14kuS9C2YInOH72Mbz/hLcPuM/r9MhuDSIvSRInhBAiL/WuTLWrvEirVV6kZl5fUtieSIPmptrvozHWwaKKeVO+M4MQoyXDqUIIIfJSKtGTxNlUXuRAG04jTeX82b3HmiIJAKrK0igU88rt295LiImWNz1xDTRQndNOaPbzIr+NCSHEVEnFgzgcblyeElvaazvcSSATHlBepDGSwEwbFJVEoQsayiSJE4UjL5K4BhrYrrYR0IqmOpQBmlUTT/H0VIchhBAzUiregTdQbdt8tM6OOEV6BG9NTe+x/Z0xMrEMemk3s4qqZShVFJS8SOKqqSagFfG8cTVhtW2qwwGgVFvJMu22qQ5DCCFmLDtXpgJ0RQ3me000p7P3WFMkgR7TiZgdzCuXIr+isORFEtcjrLbRxeapDsOSr3tsCCHEDJGKBymvPdaWthLxNCnDQXl5X6kQw1R0ZXQcaZPmWAtnzzrdlmfNNN/CKsD7i+zr3VgFgJ8CYlg14W7G2ps0F5uAE4FdWFth9bgKOBb4zFHufwxrl4gj/Xi/A7gW2DfoGUezgKE17LzAXKwdJr4E+MbQ3mjlVRInhBBCACjTIJUM2dYTF2yPAVA9q7T3WHs8hQIqfIqWZDivFzUoIOUd3Y9sb0pnsgqibMPaeuv17OsgcBZQBdwGlAL/C5wHPJo9Nx5bgIsAfZhzX8dK4t7K2HeBsNOFwI39XieBfwJfwdoLdiw7WoyWJHFCCCHyTjrZBcq0rbxIR2sYgNp5ffPhmqLWytSK0hQtirzdM1UBN950KTuW143q+uXbm/nKzfdNSiJ3A/A+oCf9vRNoB14Aet7Nc4HjgW8y9iQuDXwf+CIj92TVZ2O4AWtbrqlSA5w86NhG4DDwf8C3gdnYS0qMCCGEyDupeAeAbfumtu1vw6PHKZ3X19vWFE5gZkz8xRFcDhd1JbW2PMtuKa9r1AkcwI4Vs0fda5eLLcD9WAlUj7nA9fQlcABOYCmwZxzPeABrKPbzwDeOcN0V2Vi2jOMZR/IYoAGPYPUmBoA6rITRGGUb67ES8YM2xwYF3BP3k4/oNO+Cmx45+rfQtk9x12cM3njcGglfd6HGVd90UlojFbiFECIfpRJB0Bx4fOW2tNfR1EUg3Y2vvq8vZH8ohh7LoNd0M6e0DpfDeYQW8sNPP3wn3tRwg4pWsnfdT66etFjuwepZ6t/79K7sR38h4HHgzeN4xgasochKrPlqIzkFK3H8Jdbwrt2uAD4OfBYrWfwfYBHw4VHcuyP7+egbvI1dQSZxj/7c5JGfKY458+hJWCSouPlcHT0Nl37aganDfd8yOfC6zteedeHySCInhBD5JhUP4vVVoNmUWHV2Jigyonir+nr2GsMJ9FiGcGXhrEz1pnR8IyRxk+1RrCTrSD9FTeBDQJijLzwYzlj+q6zH6jGbCB+ib77bm4E/YSVz/ZM4xcA5e21YPYk/Bt4NE1IJt6CSONNQ3Ps1k9992Rz1PfffZhI8DLducjF3pfVXbcmJGrdcYPDYXYpzrpMkTggh8o2d5UWUqeiOK+r8oDmsWUSmUnSmM6iUQUushdMXrLXlWTPJXuDUI5zPANcAfwB+gLWydCSD01InR04Oh7MAJqyy6ymDXs/FWnnb313Zj/5cwNuB2ycoroKZE5dOKm7YoPPbm03OuEKjcpTp+TO/NVl1ltabwAGsPttB/XLrnBBCiPyTzBb6tUO4O4mhNCor+6bGBxNpTKDcp5PUU3m7qCGfdQMjlejvAs4Hfo21MOHjR2hnP+Ae9HHnOOIpysY0EQKDXjuwehn7uxh4MfvxErAVqwfyN1jDwROhYHriMkmIR+Dff+nk1MsdfHxJ5qj3REOK1r1w0tuH5vML12hselCKwQkhRL5RSpGOB/HWb7ClvWB7FICq2eW9x3r2TC0rTtAOBTOcmk+qsZK1wQ5jrUjdh5XEXX6UduqxEp/+Fo4jnhATM2Q5WlVYQ7qTqWCSOH8pfG+bC6dr9B2snY3W58phSv9U1GnEuxXxbkWgTIZUhRAiX+jpCKaZsW04taOlG02Z1MzrW33aFEmgDBNvUZhAxk+lv9yWZ80k84FDg46FsYr6tgAPA2eMoh0P9iQ/h7MxzSQFM5zqcGhjSuAAkhGrp80bGHqfx5+9ZvCgthBCiCmVigcBG8uLHGjHn4lQNLfvN/r9oRiZqI7u7mZe2Rzb9medSc4DnmHgDghfAnZilRlxA8/1+9jU77qtg17nSmVjucDGNgtBwfTEjYfK/s060v+b8v+tEELkl2RPjTgbe+ICmTC+2X3lRQ53J9DjGbpL2llds9yW50yGI9V/m4zacP29A/gyVmHfk7LH/pD9fFP2o7/5WPPfAD6W/Xo/9ngR6ADeaVN7hWJaJ3G+YitDSyeGzn1LW9Mh8JcOOSWEEGIKpRJB3N5SHE7P0S8ehVBXigozhqeyArDm3AVTaVQyQ3u8nXll46lgNjUmsw7c0azGmsz/E/qSuNEWtP07MNb1wNdkP4bzE+BS4Jgxtnm0Z2xk+L1WHxv0en+Ozx2vghlOHY/qedbnUMvQc53NiqJy8BVJV5wQQuSTVDxo21CqrhtEk1Be5OgdMg0lMxhAsTeNocy8X9TgTeks39486uuXb28esSCw3b6K1fs21t0I/gdrM3o7HMrG8BWb2isk07onrqhco3Yh7Ns0NI/ev1mxaJ0kcEIIkW9S8Q78xbNsaSsUjKPQqKzy9x7r2TO1tChGCGgos3tHS3tpwFduvm/Uw6XelD4p+6YCHIe1JdYNjG2D90uxb7P6z2Wff5xN7RWSaZ3EAZz0NgcPfM+kcbtizgrrr/Vrj5g07YBLrp/WHZFCCFGQUokg5bWrbGkr2GaVF6mur+g91hxJogyFJ9BNlVZBsWekamf5Q4O82alhsBvGcY+dCdcvRnndRoYfGi1k0yqJa92r2PGsYvkpGrMWWQnbpZ9y8MQvTL58vs5b/91BOgX33WqyaK3GGVdIT5wQQuQTPZPAyMRtG07taOnGaaapnNfXs3cgFEOPZ8gUdzGvZJgaVEIUiGnVFbXtScUPrjHY9mRfrl1ao3Hzoy4WrNb4zc0mD3zPZMMlGp+/34nbK0mcEELkk1QiW17EppWpbQfbCaTDBOb0zXs72B1Hj2XoznTITg2ioBVsT9wPd7uHHNt4tYONVw/NS+uXa3zuLwX7rQohxIyR6i0vYk/t/WBblEAmjL/emvemlKIjmcZIpAmlQnm/qEGII5lWPXFCCCEKWyoexOny43IP3q1yfELdaYpI4Cq16kmFUzoZpSjyJgGkJ04UNEnihBBC5I1UImjbUGoykSGZ0SgvcfaWF+lZmVociOLQHMwptWcVrBBTQcYYhRBC5I1UvMO+odSeje+r+1afNkeTKFPh9ncy21eL2zl0ao4QhUJ64oQQQuQNOwv99iRxNXP72jsYiqHHddLOLhlKFQVPkjghhBB5wTQyZFLdtg2ntjd14dHjlDb0lRE50GWtTO3KdDBfFjXY4lvAlf1e7wbeBdQDZcDpwCM2PGcT4GboFldXYe0AcTSPwaiKIB8ArgMaAA9QA7wVeHzQddcAC0bR3kSSJE4IIURe6C0vYleNuMOdA1amArQnUhjJBHE9zrwyqRGXq21YW2/1JFFB4CxgO3Ab8BtgFnAeQ5OgsdgCXAQMV+7469mPbTm036MFOBl4Ffga8DDwIyADvBm4t9+1NwJ/tOGZuZA5cUIIIfJCKt5TI86+OXGBdHdvEhdJ66SUwudJEAUaCmw49dDs5ZSH2yiJhYY9HymqoKu0lobmHZMW0w3A+7B63QDuBNqBF4Ced/dc4Hjgm1gJ3likge8DXwR8I1xTn43hBuC+MbY/2P8CXcAOoLTf8bcBJ2Elbm/PHluc47PsID1xQggh8kIqEURzuHB7S3JuSylFV0Sn2JHCVVwMQHN2ZWqRP4LX5aW22J4ev8lwsH4Fv3jHzdx1+S1EiiqGnI8UVXDX5bfwi3fczMH6FZMS0xbgfqwEqsdc4Hr6EjgAJ7AU2DOOZzwA3Iy1P+s3jnDdFdlYtozjGf21YA25GoOOO7F65j7c79g1TP1wal71xJVqK/NmY7NSza6teYUQQoxGz6IGTcu9fyESTqKbGhVlnt5jzZEkSimc3iANpbNx2PCcyVISCxFIRghWzuWuy2/hqt99obdHrieBC1bOpewIPXV2uweYjTX82ONd2Y/+QlhDqW8exzM2YM2BqwTuOMJ1p2Aljr/EGt4dr4uB27F63f4FOBtYjZXEnZv9yCd5kcR10EFcxTjJeedUhzJAs2qa6hCEEGLGsLNGXM/G95U1xb3HDnbFMOI6aXeIFeX5MBg2ehXdrVz1uy/0Jms9iRwwIIG76ndfoKK7dVJiehQryTrSYgET+BAQBj4zjmeMZcB7PbkvoHgL8EPgc8Cns8dKsZK5jyJJ3LAOcYgV2kqqsWcehF28mpfruX6qwxBCiBkhFe+grOYYW9oKtsfQlEnNvNreY70rU4s6mFd2hi3PmUyDE7nbr/4BAClf8aQncAB7gVOPcD6DNeT4B+AHwIlHuHbwggUno1tJ2t8C4Okx3jOcj2HF/TespPAxrAUMf8QaKv6WDc+wS14kcWAlcoc4NNVhDLCQhVMdghBCzAhKmaQTIftWpjaF8GUiFM1Z1HusLZ5CT8XR/XrB7pnak8j98JofkvJZvYwOIzPpCRxAN1A0wrkurAUAj2MtTPj4EdrZD0N+2v4fViI1FkXZmOwQwFrM8Lbs693AB4BvA9cCx9r0nFzlTRInhBBi5konu1DKsK9GXOPA8iLxjEHCNPG44uhQ0OVFXHoard/8cU1ZxyZbNVayNthhrGHHfcCvgcuP0k498OKgY+PpQgllYxovA2vF6dVYiyn6WwJ8D1gDbCV/krjCmdUphBBi2uotL2LXbg3BBIF0GN9sK4nrWZnq94Up85ZQ5is90u15q2cRg+Hq2y7McLlHXLU6kebDkPGzMNb8sSasGmtHS+DAKqi7ftDHeP4WHM7GNF5OrDl4P8eqdzdYT+GWfEngQJI4IYQQeSAV7wDNgcefeyJi6CaRmEGJO4Mr4AesPVNRCqe3vWCHUgevQv3Ez/6FT/zsXygLt/UudpjMRO484BkGFpX4ErATa+6YG3iu38emftdtHfQ6VyobywU5tvM9rN7FtVhDp/8E/oFVp+464COAPbM27SFJnBBCiCmXSgTx+MpxOHKf5RMKxlBoVJR7e48d6o6jJw2SWrAgh1IHJ3A9c+B65shNRSL3DqADq7Bvjz9kP9+EVfaj/8fb+l33sUGvc/ViNpZ35tjOOqzk8hysxRgXApdhLXL4Dlb5kXwiSZwQQogpZ+/G9zEAquv6hkz3d8bQY2kieldB9sS1VzbQVTpr2FWo/RO5rtJZtFc2TEpMq7Hqqv2k37GDWL1iw33s73fd34FixuaabDsLhjn3E+BS7OklWwL8DGv1bQKIAs9j9cT1XzF7B0P3cZ1ssrBBCCHElEslghSVzbOlrWB7FKepUzF3Vu+x1ngSPR1HeRUNBdgTt+jQa7znz7dQ2dU87CrUnkSus3w2iw69NmlxfRVrg/ubgLH81/sf4E02xXAIqwfwSZvaKySSxAkhhJhSSilS8Q4q69bY0l57Yyf+dDeBOdb2UyndIGaYuB1RDLSCTOIAFh/YfMTzPcOrk+k4rC2xbgB+NYb7LgXs2hfpc9nnH2dTe4VEkjghhBBTSk9HMY20bRvfdzR3Dygv0hJLAuD1dlFaXI3P5T3S7WKMbhjHPXYmXL8Y5XUbyZudPW0jc+KEEEJMqVQiW17EphpxoVCSQKa7t7xIU8RK4jRPe0EuahBiJJLECSGEmFJ21ohLJTPEU4pSr8LptXrcDocTGEmdpFa45UWEGI4kcUIIIaZUKt6By1OC04Zhzp6VqZWVvt5j+zujZOJpEkaM+WWSxInpQ5I4IYQQUyqVCNo2lBpsjwJQPbu891hLLImRtpK7Ql3UIMRwZGGDEEKIKZWKB21b1BBsi+IxEpTOrQMgY5iEdQOnFgaHi9kltbY8R4h8ID1xQgghplQq3mHvxvfp7t6Vqa3ZlaluTzdzSmfjdDhteY4Q+UCSOCGEEFPG0JPomZh9PXGtYfzpMP56a9i0KZpdmepuZV65DKWK6UWSOCGEEFPGzpWpSilCXWkCegRfnbVbQ2M4gZEyiNPKvGm2qOGVUzbyyikbpzoMMYUkiRNCCDFlUvEOAHw29MRFwykyBpT5weF2A7CvM4qeSKGrzLSqEbd7xWp+9F+38qP/upU9K6Z2r4JvAVeO4frDQDnw2CiuTWFt7bUCKAKWA18G0v2uuQprG6+jeYyBe58O547sNftH0V5/C7L39f/wYe3D+jkgOcb2RkuSOCGEEFMmlQjicPlwugM5t9WzMrWquq+t5mgSI20dny414gyHk19+tG+fhHs++llMx9T8ON+GlWSNJokCa5/T84DuUV7/SeC/gWuA+4APAF8HPtrvmq9nP7aNss2JciHwbL+Ph4ArgG8A107QMyWJE0IIMWVS8SBefxWadrQ+kqMLtkfRlElVfSUAuqnozuhohCly+6n0l+f8jHzw+IXv4NDi5QSiYQLRMIcWL+fxt7xjSmK5AXgfcLQ+ThOrl2sNMNrdXYPA/wNuAj4LnJ193peAnwPt2evqszGMZ/svO9UAJ/f72AjcjJXA/QZonoBnShInhBBiyti5MjXYFsWnxyiaY61MbY8lUYDbE2Je+RxbEsWpFi6v5E9XWv1Qb7vzh1x21+0A/PH9HyNcVjGpsWwB7sdKoI7mNeAjWEOfd4+y/XD2nksGHV+R/by337ErsrFsGWXbo/UY1tDoI1g9iAGgDithNEbZxnqsPVsP2hwbSBInhBBiCqUSQVvmwwG0N4YGlBfpWZlqulqmzaKGP1z9rySKS5i3extn/u2PnPXQvczbvZ1EcQn3XvOJSY3lHmA2Vq/T0cwDdgPfxkqERmMhcDvWPLj+/gS4gWX9jp0CzAF+Ocq2x+oK4Az6ktb/AX46ynt3ZD8vnoC4JIkTQggxJUxTJ53stmVlKkCwPUIgE+5L4iIJzIxBQrVNi50adq88nmfOtfql3vejb+AwTRymyft+/A0Anj73EnavWD1p8TwKbODoiwUAKoG5Njzzj8CdWD10g/sd12P1mE2EDwE3Am/GSkQXYiV0/SlA7/fRhJXo/Rh4N2DPryoDSRInhBBiSqQTnYCyZTjVMEy6IzqBTBhvrbUrg7UyNYnCLPhFDaamcc9HPwPA6X/7E4t39A0cLt7+Oqf9/c8A/PKjN2BO0rDxXqxkpj990Idp4/PuBd4LnM7wCykWAPtsfF5/pwx6PReIDTp2F1YPYc/HHKwFGJdi9ShOBEnihBBCTAk7a8R1dcZRCsqKnThc1o6STZF+K1MLvCcuXF7J4UXWwOLJjz045PzJ/3wAgEOLlxMpq5yUmLqxyn705x708WWbnvUd4HLgNOCvWOU7Biti9Ktex2rwELCDoQnqxcCL2Y+XgK1Y8/p+g9UTORHyZu/UBhqonpDOxvHz4p3qEIQQYtpKxTvQHC7cvrKc2+otL1JbDICpFKF0BkU3VYEKijy5lzCZSuWhIOuefJiXzziXP135UT5zw3W9w5impvHn7GKHdU8+TFlXcFJiqga6Bh17cdDrXFNnhVVm5PtYvXB3AJ4Rrg0xMUOWo1WFNaQ7mfIiiWugge1qGwFtcE4/tZpVE0/x9FSHIYQQ01IqEcTrr0TTch8UCrZFcSqDyjk1AHTEU5iAyxWaNosa3vWz23h9w+nsXnUCz775Ik599K8APPemC9m96gS8iTjv+ul3Ji2e+Vh13/qzO4n5PFYCdz1wK0eef3c4G9NMkhdJXDXVBLQinjeuJqymulyfpVRbyTLttqkOQwghpq2eGnF2CLZF8Q+zMtVwNjOvfK0tz5hqlR2tXPyrn3LvtZ/g99f+Gyc8/zgAv//AJwG4+Nc/pTLYNmnxnIc110sxusUNRxPGGoJcjFVzbTNWodwNWEOpzw+6/higNPu1Ap4BJnd97tTLiySuR1hto4vNUx2GRU11AEIIMb2lEkFKq5Yd/cJRaG/qKS9yAmCtTFW6SYr2gp8P19+5f76HZ855Ky0NC7jvig+j0IiUV1J3aB/n/HmiCmwM7x1Yc95eAE6yob1XgDcB/4e1Q8O9WD+KX2TowgKAf2IV1CV7TQfwThviKCSysEEIIcSkU8q0tSeusyM2oLzI/s4YmaTVGzddhlMBXLrOe3/yTQAevehd/POiywF474+/iUvXJzWW1ViT+X8yxvs2YiVnG4c5fiN9ixa+nL1upI/+9/8EaxXoMWOMZbBrsm0vOEqsjzFw79f9WPP1JpskcUIIISZdJtmNUgZeGwr9ppI6sYRJwIjirbbaOxyOY6QjODQHc0pn5fyMfHLM5udZ9+TDKKcT5XSy7smHOebVF6Yklq8Cf8Ce3QiagN8Dp47xvkPZGL5iQwyFRpI4IYQQky6VyJYXsaFGXGeHtTK1otSN5nRiKkVnKoNSXdSXzMLtdOf8jHzzrp/dhj8WxR+L8q6f3TZlcRyHtfjAjn1LK7GSsXljvO9z2ecfZ0MMhSav5sQdTds+xV2fMXjjcWvC2roLNa76ppPSmiNPqdz7suKe/zLY+azC4YSVZ2pc9Q0n9csLfx89IYQoRFaNOA2PP/cKWsG2bHmRWdY091AijQE4XJ0FX+R3JJUdrdz08Xf3fj2V7Np43gesHMd9vxjldRuZftPdCyaJiwQVN5+ro6fh0k87MHW471smB17X+dqzLlye4ROyph2Km87R8QbgHV+wOh7v/47JjRt1vvmyi8p6SeSEEGKypRJBPL4yHI7cfwwF22N4zBRlc61h056VqbqjiXllp+fcfr6a6uRNTL2CSeLuv80keBhu3eRi7kor8VpyosYtFxg8dpfinOuGT8b++j2TZBRuftTFwjXWNcdu1Pj8qQZ//a7J+7/hnLTvQQghhCUZ77BlPhxAR1sYf6oL32yrSlhTJIEyTHQ6p9XKVCEGK5g5cc/81mTVWVpvAgew+mwH9cutcyNp26coqaY3gQNYssFBSRUc3DLdOlaFEKIw2LkytaOpe8DK1AOhGHrPytRpOpwqBBRIEhcNKVr3wsK1Q3vbFq7R2PvKyMlY3RKNaCeE2/uuiXYqYl1QUTcR0QohhDgSpZS1W4MNixqUUnR2JqwacbOtJO5QdxwjE8Hj9FBTZE+iKEQ+KogkrrPR+lw5TK94RZ1GvBvi3cMncpd+ykHVXPjulQYHXlMcfF3x3SsNXB54y7/KUKoQQkw2IxPH1JO29MTFIikyuqJIxfFUVaKUoiOZwVQh5pXV47BhSy8h8lVBzIlLRqwEzRsY2hPn8WeviUFgmD2Uq+dpvO0GBz//pMmn11mFEB1OuP43zgFDrEIIISZHMt4BYMucuGB7DICKci+aw0FXMo2OQnMGmS9DqWKaK4hfUVS2k007Qs410rlff8ngfz9usvxUjX+7y8m//p+TJRs0vvNeg5fuH3kunRBCiIlhZ424YHsUUFTNLgf6r0xtpkEWNYhpriCSOF+xlaGlE0OHTNMJ67O/dMgpYl2Kv3zLZPE6jS/+3cnp73Vw5pUObnrUydyV8JOPGGRSsrhBCCEmUyregctdhNPlO/rFRxFsj+I34hTXW5OcmyNJlGliqC5Z1DBJvgVcOYbrDwPlDNy2aiQprF0hVgBFwHKs7bjS/a65CvifUbT1GDCa8bcDwHVAA+ABaoC3Ao8Puu4a+rbnmioFkcRVZ8s3h1qGnutsVhSVg69o6H+a5l2KTApOe7eGw9l33uXWOON9DrpboXH7BAUthBBiWKl40LbyIsHWiFVepP/K1FQSUNNqz9R8tQ0ryRpNEgXWFlnnAd2jvP6TwH9jJUz3AR8Avg58tN81X89+bBtlm0fSApwMvAp8DXgY+BGQAd4M3Nvv2huBP9rwzFwUxJy4onKN2oWwb9PQXrP9mxWL1g2fW7u91nFzmFFT07A+KxlRFUKISWXXylSA9pZuitLd+OutodODXTGMTIRiTzFlvhJbnpFvoqvmsPfzF5GpHvr9aWmdul+/QP09z05KLDcA7wOONnBtAncBn2L0uyYEgf8HfAP4dPbY2dnPn8VK3Gqyz35fNpb7Rhv4CP4X6AJ2AP0H+N4GnISVuL09e2xxjs+yQ0H0xAGc9DYHrz+iaNze95//tUdMmnbAae8a/ttoWAUV9fDYXSbpZN996aTi8V+YlFRDw7ETHroQQoh+7KoRZxom3V0pAum+GnHtyTSmGWJBxdyc289XLe/eMGwCB6A8LkJnLZ+UOLYA92MlUEfzGvARrKHPu0fZfjh7zyWDjq/Ift7b79gV2Vi2jLLtkbRgDbkag447sXrmPtzv2DXIcOqoXfopB8WV8OXzde7/jsG9Xzf49rsNFq3VOOMKq8etda/iiXtMWvdaCZvDqfHB7zpp3A6fP0Xnge8Z3P8dg8+drNO0Ha75lhOXW1aoCiHEZDH0FHo6YstwalcojqmgWEviLi8nksqQVgqcHcwvn56LGkyvi+6T+vqAXKHYkGvm/nTw7K2JcQ8wG2v48WjmAbuBbwOBUba/ELgdax5cf38C3MCyfsdOAeYAvxxl2yO5GEhg9brdCmyiL6E7F/i3HNu3W8EkcaU1Gjc/6mLBao3f3GzywPdMNlyi8fn7nb3DptueVPzgGoNtT/b1up14mYMbH3JSXKnxqxtNfnOTSVG5xuf+4uSM9xXMty+EENOCnStTO9qsBKayyo+maX0rU7XmabuoIXJ8Q+/Xc3/0KMVvNA04P/87f6fshX2TEsujwAZGt1igErCjb/SPwJ1YPXQVg86tBx7Jsf23AD8EWrGGcNdixf52rPlx+aYg5sT1qF+u8bm/jBzyxqsdbLx6aGJ27JscHPsmSdiEEGKqpeLZJM6G4dTO9ihODCrqKgFojiZRSmGq8LRd1OCMJMEwcYdiJBbW0HX60t5zs+9+huqHXp+0WPYCpw46pg967cC+3qJ7sYZuT2f4hRQLgKdteM7HsIZK/4aVFD6GlTz+EbgeazVuvpDMRgghxKRJxTtwOD24PMU5txVsjxLQowTmWPPhDnbFMFIJwJy2NeKKtzWz6l/uoPLR7QQvOK73eOlL+/EdDqEckzdFqBur7Ed/7kEfX7bpWd8BLgdOA/4KDFecpojRr3o9mgDWYoYfYM2z2wWcgTUcnOu8OztJEieEEGLSWCtTq9GOVL19lDpaw/gTIXzZlakHQtbK1CpfFV6XJ+f281VsxWxa37Wh93Xp83tJzKtk3+cuovUd6yctjmqslZz9vTjo419yfIbCmod2PfBu4EFgpDXHoWxM42Vg9eZ9aZhzS4DvZb/emsMz7CZJnBBCiElj18pUgGBrFH+mb2VqWyKNoTpZWDl9V6Z2r5vP/k+/pfd1YEcztfdtIlNrFcTQ9MHrKifOfKy6b/2tH/SRa3/o54HvYyVx92AV3x3J4WxM4+XEWhzxc6zyJoPtyH7Op6IWBTUnTgghRGFLJYJUzFqdczvplE40lqEh042/fjaxjE7SNMHRzvyKfKjgZb/Yklp2f/WdA45VPLWLvV94a+/r8qd3TVo852GtHlWMbnHD0YSxerkWY9V/24xVI24D1lDq84OuP4a+Wm4KeAb4RI4xfA/YiLWg4ZPAGqweuiewhnQ/kn1uvpCeOCGEEJPCNHXSiZAtPXE9G98XOzO4SkpojvSsTG1n/jRc1GC6ney5+bIhxxs/eCam3+qfcreF8bZFJi2mdwAdwAs2tfcKVqmQv2Zf34uVnL2YPT7445V+976YjWVgijt267DKipyDNR/uQuAyrEUO38FKWvOJ9MQJIYSYFOlECFC21IjrbI8CUFVdhKZpfStTze5pWV5EuZ0Y/iPP85v1p1eOeN5uq7Hqqv0Eq67aaG1k+F0bNmLtiNCzaOHLjH5hxE+AS7Gnl2wJ8LNRXHeHDc/KlSRxQgghJoWdNeKCHVE8ZCibUwvAoe4YRjqJU4O64pqc2883znialZ+4h/iS2hHPl740OfXh+vsqVsmPm7AK+uaiCfg98NAY7zsE/AF4MsfnFyJJ4oQQQkyKVDyIpjnx+MpzbivYFiXQb1HD/lAMQw9TG5iF0+HMuf185GsM4WsMTXUYAxyHtfjgBuBXObZViZWMjTUZ/Fz2+ccd7cJpKK+SuFJt5eh3xp1gpdrKqQ5BCCGmlVS8A4+/Ak3LfTp2R2sEf6IT3+wlALTGUpiqk4WV028oNd/dYFM7PmA8P3l/McrrNpI3KYZt8iKJ66CDuIpxkvPOqQ5lgGbVdPSLhBBCjEpPjbjxSCYypFM6peV+lFJ0tkeZk934vr0jSiKtYzraWVS5yuaohchfeZHEHeIQK7SVVOdUps9+Xs3L9Vw/1WEIIcS0kIoHKalcMub7kokM9/zvc8SjKa766Gk4XRqptEkgEyYTqODuHz9LjaETXdo1LRc1CDGSvEjiwErkDg0pGzi1FrJwqkMQQohpQSmTVCJIdWAs6xgt6ZROPJoiFIxz14+e5uyLrDWIXp+Le+7cRDSUwOlzovQo86bpdltCDEfqxAkhhJhwmVQEZerjqhFXWu7nqo+eRkVVgFAwzgN/eA1QbKvYQCgYx13ioXl1CQ6fQaW/3PbYhchXksQJIYSYcKl4BzD+8iJlFX2JXDyWBjTi+KioCqCdMoe0I8bsojpb9mQVolDkzXCqEEKI6cuqEafltFtDWYWfy967lv/7wVO9xy5771q+s+MgBkEWVeXxnqkrpeKBOIJx/v2QJE4IIcSES8WDuL2lOJzucbfRHUrwx1++PODYH3/5CvEVJSitnSXV63IN03YhM0TCiOG/556pDkXkuYQRo8PZMaZ7JIkTQggx4azyIuPvhesOJbjrR0/T1ZnAl4mwqvVJdq+8lK7OOLWvpIiuyM9FDU2qieXO/Ku+IPJPh7NjzAs8JYkTQggx4VLxDvwl40uywl0J7rz9Kbo6ExQXu1m95SF8epz3vu8Y7vzVdhLhFAu2LaX8gty385oI+Vh9QUwPsrBBCCHEhEvFg+OeD+fxujCbDuDLRFi95Zf49DgAOz99PWte+wW+TATTrVNeXGxnyELkPemJE0IIMaH0TBxDT4x7ONXnd3NC0z/QNTc+Iz7wnB5n7eGHeOTcdfj8459vJ0QhkiROCCHEhOorLzL+eWFn/OoOAH7+rUdY+cLPATjxzp9z41M7aIts5fS6opzjFKLQyHCqEEKICZWKBwFyKi/i9PlQTjdtwVTvMeVx06k5SXu6WVo9L+c4hSg0ksQJIYSYUKlEEKc7gMvtz6md9tYISqne120xK6EzzBDzK2TPVDHzjHo4tYGGCVki3cHYl9QKIYQoHKl4R069cD1aGsOYDhf4izjtl3fwcms3AMrspr6kLuf2hSg0o0riGmhgh7EDvzO336KGkzASLHcul0ROCCGmqVQ8mNN8uB6tzd2UODOULpyH5nDQGE5gGmlKnEW4nTLFW8w8o/pbX021lcBdAWyDTxz6BBsCG9hQtIGVvhy2ElkJ/nv8VFMtSZwQQkxTqUSQ4srFObfT0himONVJ0bELAdjfGcXQu5lXLL1wYmYa268u24BN8EN+iIa1yXAxxaxlLRv6/VnAAvsjFUIIUXBMI00mFc55OFUpRWtTN3O6myhefBYAjZEEhupgaY0sahAzU079zwpFhAhPZP/0qKSS9awfkNjVIb8pCSHETNOzMtWX43BqdyhBKqlTnOqkePFiDFPRldExCbFi1rF2hCpEwckpifs+3+cVXuElXmIrWzEwAAgS5O/ZPz3qqR+Q1K1nPeWU5xS8EEKI/JZKZMuL5LBvKkBLo7WIoVRFCcydQ2s8hQJMM8S88rm5hilEQcopifsoH8WRrVKSJMkmNvFSvz872IGJCUAjjTTRxJ/5MwAaGjp6juELIYTIZ6l4EIfDjctTklM7rU1hvA6Dyrm1aE4nzdEIAMqMUlNUaUeoQhSccSVxzTTzHM/1JnAAPnyckv3TI0q0t6eu588e9qBQwzUrhBBimknFO/AEqtA0Lad2Wpq6Kc50U7JiMQe6Y2xuCWGaGcpcRTg0KXkqZqZxJXGzmMWlXHrU64op5szsnx5BgtRQM57HCiGEKDCpRDDn+XAArY3dlESaySw6kW8/u5O0YWIaMeaWzLYhSiEK06T/+iLz4IQQYuZIxYM5r0xNJjJ0hRKUJDt52FdD2rCm6ThcfhbLdltiBpuUJO4AB3iQBwFw4uSn/JQP8sHJeLQQQogpokyDVDKU86KG1qYwALHaEl6LZHBoAAqH5iXtkO22xMxlW4lrE5Nd7GJb9s9WtrKNbexgB3HiAxYyfCD7RwghxPSVToZAmTn3xLU2daNpitdPOQOAU+ZU8fRha9XrSy0ZLk2mqfB5co5XiEIzriTuNV4bkKhtZSu72U2GzIDrZAGDEELMXD014nIuL9IUJtngobuolIDTQfvuEOHGbgJzAW8Zv9t2mH9Zs8iGiIUoLONK4k7ghN4dG2DkZE1D4828mRXZP0fSQAPV5D751U5evFMdghBCFKxUIgiaA4+vIqd2DrR20b7ASgQbX29lT1vMaj/koXpdKS82hTijIczK6tKcYxaikOS8Y8NsZrNk0J9OOvkoHwXgYR4+ajt11PGUepKAVpRLOLZrVk08xdNTHYYQQhSkVDyI11eB5nCOuw1dN3i5ejdu1xpMM4HW8Cf8Df3OGxfhdtXz/ece5YcXXZpzKRMhCklOSZyGxipW8T2+N6Cn7XEeH1M75ZQT0Ip43riasNqWS0i2KdVWsky7barDEEKIgtPR+AKhlleJhPagTJ2X//4pXJ5iiisW0bD8Ejy+8lG31dwSIu7cSqlahcPhx+NaRlrfCYDTUYPLaZUY6UxsImW8BZ9LRlDEzDGuJO4u7uLzfJ7DHOYRHuF4judf+Vdu4iZKGH9V7rDaRhebx32/rWQ6nxBCjJmeiXPgjd8OPZ6O0tX6Gr5ANXOWXjjq9poOd6FUnGTqFfy+k6kpfTPR9CnEEk+xqPoc2uIm6cxODKOVw21RltRLEidmjnGVGLmSK9nJTm7mZoooIkOG27iNZSzjDu6QBQ1CCDFDdbe9ccTzlbPXjqm9g4e6AEhltlBX5CWWMdA0D05HGW1xE5/LQSL1AgBtnfFxxSxEoRp3nTgfPm7kRnayk2u4Bg2NVlr5IB/kSq60M0YhhBAFoqt95CRu2fqP4C+uG1N7obZI9ivFuXOtPVKVUvi8xwFwwaIalEoAEPDZVjVLiIKQc7HfOur4OT/nJV7iTbwJhaKZ5t7zd3N3ro8QQghRIMpqjkHTnDBoP9OFx11BSeWSMbWllKKzJdz7+uWXGynzutA0DU3zMLfET6Ix0nt+SUN5TrELUWhs27HhBE7gER7hT/yJpSztPX4N17Ce9TzGYzk/o22f4tbLda6tzXBtbYYfXKMTbj/60G24XfHjD+t8aE6Gqysz3HS2zs7nzJzjEUIIMVD1nBOpX3IBqIH/xjbueoBkrH1MbUUjKZJJo/f1Iy8d5NDmNpRpHfO2p7jzga29513OSd9JUogpNa6/8a/wCgbGsOcu4RK2sIXv8B0qqECheIVXOIdzcgo0ElTcfK7OrucVl37awVv/w8FL9yu+coGOnh45kUtEFF96s86zv1ec+2EH777JQWeT4svnGRzcInP3hBDCTsHmV2jc9dfe16XVVuWCdDJEtGvfmNpqaewe8FpzGsRaw3S83ELHpmaeem4vShv+Z5EQM8G4JhCsZz1FFBEmPKDob1+jLj7JJ7maq7mJm/gRP+rdcmu87r/NJHgYbt3kYu5K65lLTtS45QKDx+5SnHPd8LWB/vxNk6Yd8KVHnBxzhpWznvouB/+6TOe+Ww3+9Q6ZQyGEEHYIB3ey//VfDjiWiLb0fl1atWxM7bU2hXH2+9nhO+HRAeflX28x04277zlO/KirUMsp5zZuYwtbuIRLxvsoAJ75rcmqs7TeBA5g9dkO6pdb54ajlOKxu0zWXKj1JnAA5XUa7/+GgxWnS9e7EELYwcgk2PPqXUOOZ5JdADic3jHVhwNoOdxFabybhY6j7/iwvHoxXqfsnypmlpx+kbmcy9nABtZn/5RTPux1S1nKH/njuJ8TDSla98JJbx/a27ZwjcamB4dPJtv3Q2cjXPKf1n1KKVIx8BVrnP/R8VcQF0IIMZBS5rAjMz3GUhuuR/PBTkqSnXz+mCvwrVjKt5/dyfa2HSwuCnLDOdcMuNbr9MhuDWLGGXcSp1D8Kfunx0IW9iZ0G9jAOtZRTPGA+wwM5jCHkzl5wL1H0tlofa6sH3quok4j3q2IdysCZQP/B27ebSV3ZbUad99g8I+fmiTCMGsxXH2rk/UXS0+cEELYweUp4phT/5NkrJ14uJHGXfczf9W78fjKcbq8BEobjt5IP+mUTqgrxaxUJ8WLFuNwejgcyWBqHaxrOEZ2ZhCCcSZxt3EbL2b/7GJX77DqXvayj338jt8B1rZcS1nam9itZz2rWU0bbfyFv4z6ecmI1b43MPS3LI8/e00MAmUDz8W6rM+/ucnA6YZrv+3E4YT7vmXwzXcY/NcD1pCsEEKI3Hl85Xh85SSjLWgOF1Wz145739S2Fqt0SHWpE1fAT3M0SUYpDKONNQ2X2Ri1EIVrXEncv/FvvV+HCfMSL/UmdS/yIoc4BFi9dTvYwU528kusya6OcUzDU9nR0iP1lA93Tk9Zn2Nd8N2tLoorrIvWXazxieU6v/ovU5I4IYSwWSLagq+oNqeN71ubutFQzFpYA8C+rhgASu9mdkmtLXEKUehyXtxTSilvzv7p0UYbL/BCb1L3Ei/RQQfAiKVJjsRXbCVf6cTQuW9pq1A3/tKh93mLrM8nXeboTeAAiso11l+s8fjdimRU9bYvhBAid4lo85h3ZhispbGLQKabsiWLANgbimFkItR4q3Fo8su3EDBBK7RrqeXi7J8e+9nfm9S9wAu8wiujbq96nvU51DL0XGezoqgcfEVDE7GeOXSlw/zSVlqroZQiGQVf8dDzQgghxk4pk0S0lfLa43Jqp3l/kOJkJ8WL1wCwsyOMbraxrHqhHWEKMS1MWpmdBdk/l3M5wFHLk/RXVK5RuxD2bRp6z/7NikXrhu9JazhWw+2Fw1uH3te2X+H2QWnNqMMQQghxFOlECNNI5dQTp0xFW1uM+alOihctJGOYtMRTGKqFDfPPtDFaIQrblPVJH2kp+nBOepuD1x9RNG7vS8hee8Qq5Hvau4b/NnxFGuveqvHyXxWH3ui7r22f4uW/KDZcouFwylCqEELYpae4r79k9rjb6AzG0A2oLFK4ios5HEmgAMNoZ+WsxTZFKkThK5iC15d+ysETvzD58vk6b/13B+kU3HeryaK1GmdcYSVirXsVO55VLD9FY9Yi69iVX3Oy9XGdm8/VufATDlweeOD7Jh4/vPcrUitOCCHslIi24HT5cHvLjn7xCFqbrE3v6xoqAWtRg1ImbjNDma/EljiFmA4KZnZoaY3GzY+6WLBa4zc3mzzwPZMNl2h8/n4nbq+VsG17UvGDawy2PdnX61a7QOO/n3JxzJka933L5A9fNVlwvMZXnnD1JnpCCCHsYS1qmJ1T4d2Wxi48RoLqpfMB2B2MYGS6mFM0TLFQIWawcfXE3cM9nMiJLGWp3fEcUf1yjc/9ZeSQN17tYOPVQ/PSWYs0rv91wXQ6CiFEwUpEWyguz23xQdO+doqTQYoXnwrArmAUXbVw7OwldoQoxLQxrszm/bwfDY0yynp3ZziRE9nABuqR35SEEGImMk2dZKyNmrmn5NROa3OE6nSI4kULiWd0ujI6htnG+vmn2hSpENNDTttuddHFI9k/Peqo603oej6XMf65EUIIIQpDKtYOysxpZWo8liaWMFniyeAuK2NXhzU/zjA6WFQ5z65QhZgWxpXE/Rf/1btLQyedA84108x92T89lrCEEzmRu7k7t2iFEELkLTtWprY2dQMwa471y/++UAxlZih1ePA43bkHKcQ0Mq4k7it8pffrvewdsDvDK7xCnPiA63exi93sliROCCGmsUS0Gbe3DJc7MO42Whq7cSiduqVzAdjRHkbXO1hWPt+uMIWYNnKe7b8o++c9vAcAE5M3eKM3sXuBF9jClnFttyWEEKJwJKItOW+31bS3jeJUiNIlJ6CUYl93DEO1sHbuCpuiFGL6sH3JpgMHx2X/fJAPApAkyWY22/0oIYQQeSQRaaZi1uqc2mg5HKI41Unx4kWEkhmSpsIw2zl+7lttilKI6WNS6sT58HEyJ0/Go4QQQkwBQ0+SToZymg+n6wad3TrlzhSeigr2d8UAUHo3dcXDbIItxAw3tp64lTY/3e72hBBCTIlEtBUgp+HUjtYoCo3auiIA9oSimHqCWm9FTsWDhZiuRpXEddBBwkjgv8dvewAJI0GXswuAUm0lDN2rfkqUapJhCiHEaCWizYCGr2jWuNtoaewGpahfYvXmbW8Lo5ttLK/JrXiwENPVqJK4QxxiuXM51VTbHkCHswOAuIpxkvNO29vPRbNqmuoQhBCiICSjLXgD1ThyKAPStLcVfyZCxbJlmErRGEtiqFbWzz/NxkiFmD5GPZx6KPtnoqzQVk5IkpgLr+bleq6f6jCEECLvJSLNOa9Mbd4fpDjdSfGiRbREkxiAYbSzsnaRPUEKMc3kzYaiE50kjsdCpAtfCCGORilFItpCzbzx95gppWjvTDFPi+OprmLf4SBKKdxmmhJvsY3RCjF9TMrqVCGEENOXno6iZ2I59cSFuxKkDY2aah+aprGzI4Kph5mbY++eENOZJHFCCCFyYi1qAH/x+MuLtDRae6TWL7RKiezsCKOrVlbPXpJ7gEJMU5LECSGEyEki2oLmcOENVI27jaa9rbiMJLUrFpAxTDrSGQyzjXXzltsYqRDTiyRxQgghcpKItuAvmoWmjf9HSuOeVkpSIUqWLOZgOA5omHqQBRVz7QtUiGlGkjghhBA5SUSac9qpAaC9PUGJGcFbW8u+rhhKGRQ7nLhzKFkixHQnSZwQQohxU8okGW3Bl8MChFQyQySlUVPpQdM0trZ2Y+ghllTOtzFSIaYfSeKEEEKMWzrRiWlmclrU0NpkLWqom1cJwN5QFEO1sFbmwwlxRJLECSGEGLdEtAXIbc/Upr1taMpgzsr5xNI6MVOhG+0cVycrU4U4EknihBBCjFsi2oLT5cftLR13G4d3NVGU7qJs6WL2d8etg0Y3s4rzaxcfIfKNJHFCCCHGrWdRg6Zp426jrTlKiR7GN7uO3Z0RTDNNrbckpzaFmAkkiRNCCDFuiWhue6aahkkopqgqdaI5HGxt6Zb9UoUYJUnihBBCjItp6iTjHTklccH2GAYO6uaUoZTiUDSOYbaxfv4KGyMVYnqSJE4IIcS4JGNtoMycVqY27WsFYO7KuYSSGTJo6EYby2sW2hWmENOWJHFCCCHGpWdlai414g5vb8SbiVK9Ygn7umIAeFSaYk+RLTEKMZ1JEieEEGJcEpFm3L5yXG7/uNtoOdxFid6Nf04929u6MYwY80pqbYxSiOlLkjghhBDjkuuiBoBg2KAyoNCcTra3hzHMNo6vX2pThEJMb5LECSGEGJdktCWnJC4aTpI0XcyaXYKpFG3JNIbZxglzJYkTYjQkiRNCCDFmRiZBOtmV46KGdgDmLJlNczSJqWkYepD55XPtClOIaU2SOCGEEGOWiFmrSv0l40/iDm09iNPMUL96MXtDMZRSlDo03E6XXWEKMa1JEieEEGLMEpFm0Bz4isa/CKH5YJDidIhAQwNbmrswjG6WVs6zMUohpjdJ4oQQQoxZItqML1CNwzH+XrOOzjQVPgOHy8XuUBhDtbJu/jIboxRiepMkTgghxJglclzUkMkYhDNuamv8pA2TsG5iGO0cM2uJjVEKMb1JEieEEGJMlFLZJG788+FaDgZB06hfPItD4ThoGprRTW1RlY2RCjG9SRInhBBiTDKpMEYmntOihoOv7wNl0nDcIna0R1DKoNZbhKZpNkYqxPSWN0uAGmigmuqpDmMAL96pDkEIIfJO0obttpr3thPIRChbvIA3nt2FYQRZNWuRXSEKMSPkRRLXQAPb1TYCWn7tldesmniKp6c6DCGEyCuJaDMOhxuvv3LcbbR1JCh3p3C43RyMxDHMNtbN32BjlEJMf3mRxFVTTUAr4nnjasJq21SHA0CptpJl2m1THYYQQuSdRLQFX3Edmja+GTnKVHQlnayq9BJL6yTR0PU2llYttDlSIaa3vEjieoTVNrrYPNVhWNRUByCEEPkp10UNwdZudM3F7AVV7OuKAeAlTZHHb1eIQswIsrBBCCHEqCllWklcLosaXtsLwLxVC9jS0oVppplXLKtShRgrSeKEEEKMWioeRJl6TjXiGnc149ET1ByzmO1t3RhGG2saZNN7IcZKkjghhBCjlsiuTM0liWtrjVHmSODweGhJpjDMNo6fI0mcEGNVUElc2z7FrZfrXFub4draDD+4RifcPrbJawdeU7w3kOG3XzYmKEohhJi+EtFmXO4iXJ6ScbfRGYeqMiediTSG5sA0gswrm2NjlELMDHm1sOFIIkHFzefq6Gm49NMOTB3u+5bJgdd1vvasC5fn6AUiDV1x+wd1jMwkBCyEENNQ38rU8RXljXXHSOBj9lw/u0NRAEodGk6H084whZgRCiaJu/82k+BhuHWTi7krrX88lpyoccsFBo/dpTjnuqP/g/LHb5gc2jrRkQohxPSViDRTWr183Pf3LGqYe8w8/nE4hGFEOaZaeuGEGI+CGU595rcmq87SehM4gNVnO6hfbp07moOvK+79qsk7/qtgvmUhhMgrppEhFe/IaT7c4e2NOEyduauXsCsUxjDbWD9v/EmhEDNZQWQ00ZCidS8sXDu0t23hGo29rxx5XpyhK26/zmD1ORpnvK8gvmUhhMg7yVgboHJK4lqbuikhhiMQIKQbGEY7K2oX2xekEDNIQWQ0nY3W58r6oecq6jTi3RDvHjmR+/M3TZp3Kz70Q5lzIYQQ45WINgO5rUwNhk2qih00R5OgOdDMMNWBCrtCFGJGKYgkLhmxEjRvYGhPXE+B72Rs+HsPvaH4/S0m7/+Gk6q545uIK4QQwlrU4PFV4HT5xnW/nsoQVj5mzS5he1s3SinqfL5xL5IQYqYriCROZTvZjvT/+XDnTENx+wcNVpymcc51BfGtCiFE3kpEmnObD7dlL0pzMmdZPa81hTDNLlbVyX6pQoxXQWQ2vmIrQ0snhg6ZphPWZ3/p0PusEiSK9/23g3CHItyhiIWy98Uh3KEwTdkkVQghRiPX7bYOvXEAgPlrlrI/EkU32ljXsMyu8ISYcQqixEj1POtzqGXouc5mRVE5+IqGdsVt/ptCT8PnTx1a2Pe+b5nc9y2TH+xyUbvA3niFEGK60TNxMqnunHrimg+FCJgKV3kJCaVhGG0srlpgX5BCzDAFkcQVlWvULoR9m4b2mu3frFi0bvhx1qv+x0m0a+A93a3w/asNzrxC48z3Oygf/79HQggxY/RttzX+nriOUJoKv5ODXTHQNLykCbj9doUoxIxTEEkcwElvc/DA90watyvmrLCSttceMWnaAZdcP/yosJXcDUzw2vZbSV3tIo3VZxfEaLIQQky5ZLQFNAfeoppx3W8aBt26j2Pnunm1KYRSOgtKyu0NUogZpmCymEs/5aC4Er58vs793zG49+sG3363waK1GmdcYSVqrXsVT9xj0rpX5rkJIYSdEpFmfIEaHI7x/e7fvvMgGaeXOYtnsbW1C8MIsqZBNr0XIhcFk8SV1mjc/KiLBas1fnOzyQPfM9lwicbn73fi9lpJ3LYnFT+4xmDbk5LECSGEnXJd1HDwdWu7rXknLKE5kUQ32zhutiRxQuSiYIZTAeqXa3zuLyOHvPFqBxuvPnJeWrtA47cZt92hCSHEtKWUIhFtyWnP1OZ9HbiUC09tObrDiakHaSgbf1IohCignjghhBBTI5PqxtATOS1qaOtIUuFJsycYBaDcpeF0yC46QuRCkjghhBBH1LcydXzL+ZVShNIuaqp8bDrciWmmWF4lpQGEyJUkcUIIIY4oEWnG4fTg8Y9vj9PwwSYSzmLqF9SwM9iNYbaxbv74h2aFEBZJ4oQQQhxRItqCv7gOTRvfj4yDr+4GTWPOqvl06jqG0caKmkU2RynEzCNJnBBCiCOykrjxz4dr2t2Cpky8c6tQDieaGaEqML5ePSFEH0nihBBCjEiZBslYK74ctttqbY1R6kqzvSMCQJ3Pa1d4QsxoksQJIYQYUSoRRJl6TosaOhMOqsvdvHq4E8OIsHr2fJujFGJmkiROCCHEiBKRZmD8K1MTbe1EnaXUNZSzLxzBMNs4Ye4yO0MUYsbKq2K/pdpKyJPNFkq1lVMdghBCTLlEtAWXpxi3t2Rc9zdu3oXpcFG/ooFYawjD6GBxpfTECWGHvEjiOuggrmKc5LxzqkMZoFk1TXUIQggxpXJd1NC4sxHwoc2thrZufKTwu332BSjEDJYXSdwhDrFCW0k11VMdygBezcv1XD/VYQghxJRJRJspqx7/yERrcxi/5mB7MIJSJgtKS22MToiZLS+SOLASuUMcmuowBljIwqkOQQghpoxppEnFgzktaghGFFXVDra0hDDMEGsbltgcpRAzlyxsEEIIMaxErA1Q+EvGN5ya7gwRdpQwq76Mpngcw2hnVZ0kcULYRZI4IYQQw+pZmeormjWu+9u37iLtClC7bDZphwtlBplbOv75dUKIgSSJE0IIMaxktAWPvwqna3zFeQ9vtabIZGZVoGkaZU4Np0N+7Ahhl7yZEyeEECK/JKLNY5oPl0xkSKd0inwaz777CgDci97DznAcRyLF8qqaiQpViBlJfiUSQggxrJ6N70cjmchwz/8+x523P024K9l7vCKg2NnYQe2mDsyXykkmMhMVrhAzjiRxQgghhtDTMTKp8KgXNaRTOrFIklAwzt0/fYGkKwBAeZkH14vtuJOgUg7SKX0iwxZiRpEkTgghxBCJaAsw+u22Ssv9HPPKXfgyEbpCSV6ZcwHdvhoOHo7hSpn4MhGu/fgZlJb7JzJsIWYUSeKEEEIMkYg2o2lOfIHRz2Pz6XHWNj6ELxMh6S7h5bkXknSX4MtEWNv4EGUVksAJYSdZ2CCEEGKIRLQFX1EtmsM56ntO+c09ACzc3sQ9d2/pPX5o7SzmXfFO22MUYqaTnjghhBBDjGVRQw+nz0c0ofjLH7YOOF6+K8aSqqV2hieEQJI4IYQQgyilrCRujDs1dIcS3PWjpwnHTQhkcNV3kS5y4k5qPPObRrpDiQmKWIiZSZI4IYQQA2SSXZh6Et8YeuLCXVYCFwrGcWgZmk+Yy74Vq2hbX4vuy9DVmU3wuiSRE8IuksQJIYQYIBG1ttsay3Cqx+siUOylJKARWlCG7rOmXCunA+NkRUVVgECxF49XpmILYRdJ4oQQQgyQiLbgcHrx+CpGfY/X5+Jt15xApytM9/xyANLhFAAtqbks2ziPd167Bq9Pkjgh7CL/NwkhhBigZ1GDpmmjul4pxY3/+CY7gnspOuEtuB0aGf0gCe2fuMx34fD7ubv5YX568HWWVy/mK2d/atRtCyFGJj1xQgghBkhEmse0qCFlpNkR3IvbtRC3ay5K6SSSz6BIk0y9AIDPuw5NC7CjYw8pIz1RoQsxo0gSJ4QQopcyDZKxtjGXFwEnfu/JALxpTjVfOOMzlBVfQ5nLy/wyP5rmxu89yf6AhZjBJIkTQgjRKxlvRyljzEmcQwvgcBQDcNL8WTyzvwvQOLa2ltW15QA4naPf/UEIcXSSxAkhhOjVt2fq2GrEmSpCOrMbgN9uO8wrHV2k9T2sqFvC3/e2ApBKbbI3WCFmOEnihBBC9EpEW3B5SnB5ikZ9j1LKujf1PJiKfV0xTKeDdHo7W4MBUoaJHk6R1ndNVNhCzEiSxAkhhOg11kUNAImDBwFQKk54X8j62jSZU7yUV9uioBShnUHbYxVippMkTgghRK/kOPZM3f2P5/rub4qQiWbQHA66zZUAxA7HKJGSIkLYTpI4IYQQABh6ilSic0xJnDJNtm1p7X29/tR6ku0RADRNw8wYnF5fylc+KitThbCbFPsVQggBQDLWCqgxLWro3rqNJmcdsAeA1+J3QDWkMmfidS8noT/OP/U9/PORCQlZiBktb5K4BhqopnqqwxjAi3eqQxBCiEljrUzV8BfPGvU9W//+PGlnFQuK57E/erCvreSTJFMvo1RswPXLqxfjdXrsClmIGS0vkrgGGtiuthHQRr8aajI0qyae4umpDkMIISZFItKMN1CFY5RJlpnJsG1XhOKySm58y2e54YEX6TBCHFd1mI+d8v5h7/E6PbLllhA2yYskrppqAloRzxtXE1bbpjocAEq1lSzTbpvqMIQQYtIkxriooeOVV2n1zmHd8XUEE2lCmpO0sYNLV12GzyUjGUJMtLxI4nqE1Ta62DzVYVjUVAcghBCTKxFtoWbu6BcgvPbwJnTnLNa++Rh+/fJ+UAZ1vhSLK+dPXJBCiF6yOlUIIQSZdBQ9HRn1ogYjmWRXY4bqIpOq2hJe7+ombezhslVnTXCkQogeksQJIYQg2bPd1igL/TY99Twd/tmsPmkB/9zRgnK50Iz9nNywdiLDFEL0I0mcEEIIEpFmNIcLr79qVNdvfnwraA7WnLmSB3Y2YhidnLd4FW6ne4IjFUL0KKgkrm2f4tbLda6tzXBtbYYfXKMTbj/65LXNfzf54kadK0szvL88w1fO19n5nDkJEQshRGFIRFvwFdWiOZxHvTYTjrC3083cKgdh06DbAenMNi5YduYkRCqE6FEwSVwkqLj5XJ1dzysu/bSDt/6Hg5fuV3zlAh09PXIit/UJk69dbBDrUrznyw4uv9FBy17FTWcb7H5BEjkhhICelamjG0rd+4+n6fbVsubM5fzqpX2AwYoKL1WBiokNUggxQF6tTj2S+28zCR6GWze5mLvSqjG05ESNWy4weOwuxTnXDV936I7rDaoa4KvPuPAGrGvOvNLBfxyn86svmtz4UMHksUIIMSGUMklEWyivPXZU17/63D5c1LFi/QJ++NArpNVe3rZq48QGKYQYomAymGd+a7LqLK03gQNYfbaD+uXWueFEQ4oDr8Ep73T0JnAA5bM0jjlTY+ezUkdECCHSyS5MIzWqGnHJtnYOJIpZNNfHozvbwO0m4GjlmNplkxCpEKK/guiJi4YUrXvhpLcP7W1buEZj04PDJ2OBUrjtDRfeYTaCiHSAoyC+eyGEmFiJSDMwupWpWx98moSnjHXnHMcPdjdiOLt5x4q1sguDEFOgIHriOhutz5X1Q89V1GnEuyHePTSRczg1Zi/VqKwf+I/LgdcUO55RLD9F/tERQohEtAWny4fbW3bUa7dsbsbv0HHXlRFzO9Azuzhr0egLBAsh7FMQSVwyYiVo/YdEe3j82WtiQ04N31ZU8YNrdQAu+0xBfPtCCDGhehY1HK03LbLvII2qihVLS/nVK9aChpPqq/G7fZMTqBBigILIYlS2k+1I/76Mpic/FVd8420GB16DSz/j4JgzC+LbF0KICZWINuMbxXy4Vx98jozTx5pzT2BPIkY6IwsahJhKBZHF+IqtDC2dGDpkmk5Yn/2lR24j1qW45S0GbzymeNM1Gu/9SkF860IIMaFMUycZazvqogalFNu2hyh3p3mxM4rm9lDrjVJfOmuSIhVCDFYQU/ur51mfQy1Dz3U2K4rKwVc0cldcd5vivy/U2f8qnHOdgw/d7pBJuEKIGc00dcIdO0jFg6BM9EycUOvrAJRWLsHp9g+4PrhlO63OGk5ZXcO9BxoxXDHevVbmwgkxlQoiiSsq16hdCPs2De2J279ZsWjdyAlZItKXwF30SQdX33r0auRCCDHdHdx2L8HGF3pfN+/5W+/XpdUrWLr2ugHXv/LQK5haMdUblpHacRAyb7C2/pxJi1cIMVTBjCme9DYHrz+iaNzel8i99ohJ0w447V0jfxs/+4TB/lfhwk9IAieEEGD1wvVP4AZzuQfWZVKGwc6DSeqKM/xp52HA4LzF83E6CuZHiBDTUkH0xAFc+ikHT/zC5Mvn67z13x2kU3DfrSaL1mqccYXVE9e6V7HjWat0yKxFGoe3KZ64xxpuXXC8xhP3DC0KfOYV8o+QEGJmiYb29n7tdAcwMvHe1/7i2cxb+fYB1x96dhOd7mrevL6e5zNJdHWQi5ZfMmnxCiGGVzBJXGmNxs2PurjzUwa/udnEG4ANl2i8/xtO3F4ridv2pOL26ww+9lMnsxZpbH3CStpiXXD7dcaw7UoSJ4SYaQw91fd1JtH7tctdxNJ1/4LT5R1w/SuPvoGDUvZVlOIIR1nsg5LhqqgLISZVwSRxAPXLNT73l5FD3ni1g41X9yVl533YyXkfliFUIYTor7z2WBYc+x4ObP0Dysz0Hi+uWIQy9QHX6skkezoczJ+leKq1BcOT4so1p052yEKIYUg3lBBCzDTKpLN504AEDqCr7XUO73pgwLFdj7xAzF1G7QnzMXwBfLSwqHL+ZEYrhBiBJHFCCDGDKKU4sPV3hIM7eo/NWvCm3q/dnoHDpK8+sxePSvPPTBIweNsxyycrVCHEUUgSJ4QQM0jLvkcINr004Fjr/n/2fl0158Ter9PdEfZH/Syqd9OuKQz9ABsXrpu0WIUQR1ZQc+KEEELkZnAC15/LXYS/eHbv69ceeIa0y0/HwhocLg+ry4twO+XHhhD5Qv5vFEKIGaRhxWXsffVuQOH2lqJpTjz+ClzuIqrnnDhgN5vXNzVRrAV4xYxjGhGuXHPa1AUuhBhCkjghhJhBkrF2TCPNMadcj79k9ojXRVs6aMyU0rDQA/5SKhz7qApUTGKkQoijkTlxQggxQ+iZOM17/k71nBOPmMABvPyXZzEdbl6r9QEGVxx/wqTEKIQYvbzqiSvVVsLQ7VGnRKm2cqpDEEIIWzXv/QdKmdQvOf+o127d3kml08N+fwUOo5E19bLZvRD5Ji+SuA46iKsYJznvnOpQBmhWTVMdghBC2CIZ76D94NPMXnwubm/pEa9t37mfdlWGd6ELpyvA6bOrB8yVE0Lkh7xI4g5xiBXaSqqpnupQBvBqXq7n+qkOQwghcta486+4PMXMmn/mUa996YGX0XCws8qNMoK867ij3yOEmHx5kcSBlcgd4tBUhzHAQhZOdQhCCJGzSGgvXW2vs+DY9+Jweo54rVKKHQcSlJa40AJzme1txe/2TVKkQoixyJskTgghhP2UMjm84z4CpXOpnL3mqNcfeGkbYUcpoQUABh9cJ8V9hchXsjpVCCGmsc6WzcTDh5m77K1o2tH/yX/5H6/jMtN0V5XjVm0srDzyKlYhxNSRnjghhJimTCND464HKK89lpLKxUe/PqOzpxX0OQqnq4i3LCqZhCiFEOMlPXFCCDFNtR54gkwqzJylF43q+q3/3ETS6edQQzGmEeKi5asnOEIhRC4kiRNCiGkok4rQsu9RahtOw1dUM6p7Nj+zG6c7hSquZmmZA6fDOcFRCiFyIUmcEEJMQ017/oamOZi9+NxRXZ+KJznY7aFjoRswuG7D+okNUAiRM0nihBBimklEmuk4/DyzF5+Lyx0Y1T2bHniejMNNuK6SIq2L6sCRCwILIaaeLGwQQohp5vDO+/EGqqhpOHXU92x5uRG9yofDVcQ7V82ZwOiEEHaRnjghhJhGuju2Ew7uYM7Si3A4Rvd7end7N82pAO0LA2B0c/r8RRMcpRDCDpLECSHENKFMg8M7/kJx+ULKa48d8bpkIkO4K9H7+uX7nyfjdaKXVHFckZdUUp+McIUQOZIkTgghpomOphdJxlqZu/ySYTesV0rRHYnyi//3DHf88Cle3X2Yz/7ffezf+hSx2QkciTjmszHu+d/nSCYyU/AdCCHGQubECSHENGDoSZp2P0Tl7LUUlTUMOa+U4sZHvsmepiYWtZ6EJ1XEj1/cj147h2dqakiE7mPBptWEU0V0J8Okkhl8fvcUfCdCiNGSnjghhJgGWvb9E0NPMmfphcOeTxlpdnTsRfck2bf8ebobnOilfgA0zUOFcR7eVBEpb4wdS5/CWyI14oTId5LECSFEgUsnQrQeeJxZ88/C4ys/6vXve7iDVINVQiTQHAOlSNWUYpQY7Fv+PBlvcoIjFkLYQYZThRCiwDXufhCny0/dwjeN6vqtx59J2hegpCtE2fY4DkMRnVtMeGkJGWdqgqMVQthFeuKEEKKAxboP0tn8CvVLzsfp8h31eqejil0r1wLg35tBU1C2N4wjbRAtr8DvWDPRIQshbCJJnBBCFCilFId3/AVfcR3Vc04c1T0+78mgaQRaYni7MvgyETbs/yuzW6ySIz7fGtxp2a1BiEIgSZwQQhSorrYtRLv2MXfZW9G00f1z7sADgKYrdB+sbXyIsmQ7Z79pCQBK05i3Zz2RLpkXJ0S+kzlxQghRgExTp3Hn/ZRWLaesevlRrz+wZT8AycSLFJW8hdicIsxZXlZ//qeUel189h+vARBo7ASVwOOV1alC5DtJ4oQQogC1H3qGVKKTxWuuPeq1W594nd/ftw3WQ4bDJNsi+GpLiCQV3/vl87S4QKstwkhmaAv8HXNZEq//PZPwXQghciHDqUIIUWD0TJzmPQ9TPfck/MV1R7z2xfue4w9/2o3T1d17LBW4D6XSuEo8HKjaCTXWgoikegzdE8V0ybZbQhQCSeKEEKLANO95GKVM6heff8TrHrvrER58rBWzuItdJzfgdNQCoFScZOoVAHzeNWiak4x+mIy+H4Dl1YvxOj0T+j0IIXInw6lCCFFAkrF22g49Tf3i83F7S4a9RinFAz+4n5f3K6J1XQRXLsHncPGlsz7N7BIrOTNMxdef2U1LLIVT07hx45uoLboAAK/TM+zeq0KI/CJJnBBCFJDGXX/F4y1l1vwzhz1v6ga//58/sD3oo2NJjHjDSsrdBl/auJ5S78C9UK9evYAfv7KH8xbVMa9MyooIUWgkiRNCiDyVSUU4uO1e4pFG0onO3uMuTzEt+x5l9uLzBvSYZZIpfnnL79mfKKbpeAOzahnLSjWuP209LsfQ2TNLKou59ZzjJ+V7EULYL2+SuAYaqKZ6qsMYwIt3qkMQQsxgbQefoqvt9SHH9XSU5r0PUzv/DFzuAACJrgh3/fefaNJKaTrZh/JXcv78Ei4/dtlkhy2EmCR5kcQ10MB2tY2AVjTVoQzQrJp4iqenOgwhxAzVsu+REc9VzTmxN4HrOtzK3d/+O63F5bSsKwOHi4+smc/6ObWTFaoQYgrkRRJXTTUBrYjnjasJq21THQ4ApdpKlmm3TXUYQogZKpMK934dKG0gHj7U+7q0ajnzV74DgNbte7nnx8/SVldJx6oqXFqam846gbqSwKTHLISYXHmRxPUIq210sXmqw7CoqQ5ACDGTOd0BiisWE+s+OCCB85fUs+j4q9AcTg489xq/+vUbtC2tIbKginJnjFvOPhWfO6/+aRdCTBD5P10IIfJMJh2jrWUzGWWiGzrOftU+EpEm9r3xOzKN8/nDoy20rJlNqrqE5SU6/3nGGVIaRIgZRJI4IYTIA3o6Rlf7G3Q2b+b2/a/SkdK4otxLrbsvKTMVODToaNnETw5vx7PhAoyAi7fMC/CO41ZOYfRCiKkgSZwQQuQokwqT6lcCpIfLXYSvqGbE+/R0jK62LYRaXyXcuRuUwlM2n9akxpXuamrd0d5rD5j1zHc0AZBM+Jh1eCkdVSn+de0STphz5K23hBDTU0ElcW37FHd9xuCNx60Ja+su1Ljqm05Ka448fDDe+4QQ4mgyqQhbnvwappkZ5qzG8hM/TnH5gt4jejpGqO11Qq2vEckmbsUVi2hYfikVs47DcHo56fBnqSuJDmipJ4ED2LFjMU7dw2c2HMMySeCEmLEKJomLBBU3n6ujp+HSTzswdbjvWyYHXtf52rMuXJ7hE7Lx3mcnUykMU+F22r9VbcYw0TQNl8P+7yOlG3icDtvn2CilSBsmXpfT1nYBdFOh1MS9106HhmMC5hyldGNC3g9TKTKmwjsB74dumgDDFpHNVcowcU/Ae53SDba0hzl+VlnOcSulSBlpOlteHSGBA1CgFJl01Opxa3mVSGgPKEVJxSLmrbiM8trjBmyfpWeSpBw6MPzfh7jysdtfQ2PdI8yrf3tO34MQorAVTBJ3/20mwcNw6yYXc1da/7AvOVHjlgsMHrtLcc51w/9jP9777GIqxXdf2MW+rjifO3U5s0v8trUdSqb576e2Ue7z8NlTl9v6w/TV1i5uf3kPZy+o5V3HNNjWLsBvtx3m0f1tfGzdYo6fVW5buxnD5OvP7KA7lea/Tl9Jhc++DbybIwm+9swOFpYH+OSJS21NLp4+1MEdrx3gnSvmcP5ie3tVfrZ5P5tbQlx/8jIWVxTb1m48Y3DLU1Y5oC+cvpKA274EdHdnlO88v5M1dRVct2ZhTm31JFo9frrpIK+2hTm9oZJ3H1Pfe3yse4UqpbjxkW+yq+UgH670Uuay7u1UpVRqfaVBXs94KN79N6Jde63ErXIJ81a8jfLaY0fc9/RAY4hNmRI6M2/CpSlqtragxa3/t+O1fhobZpNcCHpMkdENfAXzr7gQwm4F87//M781WXWW1puIAaw+20H9coNnfmtyznXDJzDjvS8X/X9w/HPnIZo7DuMDfvXSy1x7QgOaw0HAW4rHV5ZT27948XUcqTDhFNy3Kc6bl1iFPYsD1bjcY0sW+7cbS+v8ftOrlCmDl/Z1s9wXZX5VMRpQUjwbh3Nsf236t729JcjL+3ZRBty7eTOz1i3A53bicLgoKa4bc69f/7b//PpeIuFmHMBvXnyJ96y2ks+ArxzPCD8wR9O2aZrc/dKr+PQ4zR2dPLwlzknzqgAoKarF6Rrbzh79Y+6MJ/nrltepQPHo9m4WeSPUlPjQ0CgpmY3DMbbkqH/bLx1sYVfTPoqAX7/4Mh9ZvwCn04HfU4zXXzGmdge3/atXtqHHrTlgv385ziUrZwNQ5K/E7Rl70e6etnXD5JcvbabITLOzqYunAzFW1Vn/n5QU1+F0uo/S0sA2b3zkm+zo2AvAsb5a1vqKWO/qxN1i8EaLdd3+jM4eTy2fPudzo/77lzLS7Go5yMKdGzDW7wdXhKRyD0jg9jTWsH3fLI4/L8G8lW+3EjdPXyKtlCLZ3k7r1n007Wqi6VAnhzKw11OM54Rj6KSS2sYDLH3xGV6ee6F1TxhUjYnm8+N2LyISS1Pik3pwQsxUBZHERUOK1r1w0tuH/gO7cI3GpgeHL+o23vty0f839AB+Pljj5t3ubE9ABva+aH1pKFh18icpKht9L1f/thd5a3lnWRh6fqYFYU/Q+jKqnJx+9ldwukbXE9X/h51Dd7GxrIHLvO2QzW/13bBnt/X1AdPP287/8qh/2PWP2WG6eX9tBe929/2ga3yl79oXtVI+fM6N42q7wlHCtVUGS9zWEB8J2PO89WVGaZxw+meOOMH8SG0fG6jnwuLOvve6GfY0W1+GlIs3n/tVHKPsBR38Xl9UPpd3eDp6R87CW6Hn3dlpFvGe828a1/vhNj18YFYx73bHe8/vf6nv2iVrP0RZ9fJRtTu47dnuCt5fkeCEnvcj3PdeJ5WDDRtvHFPS3L/tE4vnclGgo++9PgB7DlhftigvF553y5gSrZ732W16uLgyDsSHXLfA7SKcbCVlpPGNMiHX0zEcpgtN8/OwOo0TzS0sdBzuPW8oBy2ZOTh1J3NWXEa5z0Pz5j3s33KAfYc7acJBxFdMKlBCJuBBL5lNZv1ccDpIdUfJ6E/j9aykbfY8njn2rXi7DAASVT7SPj9KGeh6IwHf6JNaIcT0UxBJXGej9bmyfui5ijqNeLci3q0IlGm23JeL/r+hz14Jfm3ovocATg3Cka4xJXE9bS/YtYGTT2yl78f9QF5DEY5GqSivHHW7PT/s5h08lRPXvzLitZ4uF+FojLKS0Q3N9X8/iup9zHK8OOK14XBwTD9I+7e9aHUal7Zj2OvcmiIcjYwpiet9r3efxOkn7x7xOm9aIxyNUV46uqSl/3s9v+U0VtW+POK17nbPuN/rikUuyrRNI14biXRSNoatinvfj50bOG5dBNg/7HUepYhEo1SNIYnraXv+vlPYeNLIMXuijjG9HwAO3WW9H/O9wEsjXrc5ZvLeQceUaZBKBEnG2kjG2knG27Nft5FIx9A9SZpXK2pdjgEJXNpw4XHqnLZgM3cUa9z8cz/u8nL0gIdMeS3mrNl9D8mkcBhx3I4odR4XCyvKWH7MHG57/iB6+jAuz1y6F5TT8OJ+VnQ8w99OuxqAosNdxP1pfN6C+CdcCDFBCuJfgGTE6jHzBoYmW57sqGEyBoFBo5PjvS9XDtOF6S3huMrXeo8ZoQzOir7fmnccqKNh7djnmjlMF5maGua6h08OAZ5/YzGLTxz7HCWH6aJoUd8PyEwwg7uqL+ZMxsmm7Qs46RwDxjA66TBdaPhoaOjqPaa3JHHV+XpfN3WUsVkPjitmvbicdaVP9h4zYgbOor7v/9Vdc5m3tmpM7SqlcJgujLlVlDpetY4ZCs058O/S81sWs+IUcxxxu6la2O+9bU3jntXXcxqL+9iyax5npcb+XuMMsHTWwd5jensKV01fYry/uYr640ffC9e/7UxFJSv9fX/3lK7QXH3vyUvbF7Bg/diG9wzDxGG6cMwv7zsWMXCWDPw7/NLWRZxw1vjej7rZfX+3jP1xnAv6Ynz6jaW0VW0j2PgiKhnqTdZSiU5Q1n9bhYu0HiCW9NKdqKQ9MQtnaRPlvnoucz3Q21Y84SWdduMps1aWpvzLiFaUUFKp4TIjlLsVc8qLOLaulhPq51DpH5qQJvUUrid91O7M0HmCIlXpo8qzm33HLCPjdeJI6lTsSVHsPolIVxJf9diG84UQ00dBJHEqO+p5pFGU4c6N975c6Z4kHasC6NkxskzaibvfFKQdxgL+6m/j+GiK2jH0hrR3xjG8DvQFffPdYhEvRSWp3tePxdfzcu0LXFcy9kn9WmA2gUDfJPC0txg3fW3f33Eqexf+k5Ly94ypXd2TpPl4xWqntYLPNBmQwLWZldyrech4kmNq1zBMdE+a0PIS4spLQEuRTrnoPyXrVX05j5Tu5Vw1tkRrb2M3ps+Hs6rvf5FYzE9xaV+MD4VP5o36p/jX8vePqW0AR9FCigJ9bRmlRbix3p+McvJg24kcWPwoJeXvGlO7uidJ63FuHJr1l1/XHQMSuIPmbP7sSlLXHmX2rNH11ALEExl0j0FkSSmGcuDUTBJxD/5+f1+eS63m6crXebd3bL9AbNrVjvKX4y/qm96QUEUU0/f+/CV4OjvnPUZR6bsw9CTKNDBNnUw6SSqZJJlOkkwkyOgpUuk0upEmlkxk3w8XfuayzNyPUxkDErjH9Q281mCg60n2b/sjGTNAt1FMl1FKt5pLiDJCWhkxlx80B3gBL5ilaTzJdi50PYZX61uZGvCnCPj7/p9JakVcu3YB565bPKb3xHToaHqMQGMn8XlVPHvWm9E0LxoQTz9Fxl2P4UrjGeN7LYSYXgoiifMVW5lWOjF0Dls6YX32l9p3Xy4MU+FyzsXpruHx9AbOCL9ITU1333nlYLeaj6u4hn88eg/t9V2jbntXRzHeotUktFKeCa1itXPPgKSiwyin2T0LrWgOf3/wG1T4Rpe4ZLLZrs+zjt2qjMWNO5lb20VRcd8Po23mYjqratBjTp58+Bbco8x+M0qhaUW4vEt43piDryPOvNq2AddsV4vQiqogvntMbYeSDjyuxThcZTyW2MDJic1UVvXV1kqaHvbRgKPYzUN/+1+WVkeP0NpArzaV46tcQydVbGpfyIqixgHvdaNRS4e/FqWqefzvt+AdZYmX/u/1G6aL+U27qauP4fP3JQJvmEvprK8hE9XH/F47HdW4vA08ZZRxVvuz1M8aWIB2h7kQR7Gbx5/8M5nD7aNqF6Cx24vXcww4inksupb1+lbKKvrml0XMAIcc9TiKYzz4wHeZU5Y6QmsDPbOvBl/9Og6rOra1zGZxRfuA93qP2UCwtAYzVsSr//winlG+Hy6lADcu7zwOK9i2fwHHLxo4NH6yczNB/xnsjMA94YtQphOHqeMwdBxKx41JwNlFtSdCWZGXmsoSZtdWUOb38Ntn2qnSRl5A9LR+PMnUK6xedPGo3wuwVsourZvPLl7EYXrxm2/F6bC6HzP6IZLaLvauOMTimgZKi8e+iEQIMX0URBJXPc/6HGoZeq6zWVFUDr6iof+wj/e+XDg0MFUEpUySDh/V1X0JnG44cDlN3uJ8grvVPLpSRRyIjP4/QTDpwvRb7SV9AYr9A3uuqp1dXOx4jB8raElUER6pdNUgujKBdkyzG+UsR5W4cLkHJoArHXswnTp/USkORhpwaaObyK8rE6VCKJUkrbmpKg4NueZM50vE9GW8ChyMVI267bgOhssaJou7AgMSON1w4HOmuVh7lJ+qOoLJYjwR30hNDdGV8mKa1nudDvgH9DgBzHG2ca72FHeqCIcis3GPcmFD73utujGowVnmwOEc+EvGCc7tZJTOIxhjej90ZWKqAyiVIa25qano6j1nmhoOh+Jc1zN0ZZYQzfg5EBl9N3Ao6cB0Wu9HwhOgrKQvgVMK/n97dx4fd13ncfz1m5nMTO6DHE2alKYHpQVKD9rKKSu3ciyIwlK8EBRcFQQURVnlcF1XVMTrsa7HwsruIoe76Cpqy3IoCEJbOZqmpWca0iMlaZLJMZmZ3/7x/U0yk6RpZpJ05pe8n3308ftl5vf95pvfd74zn/kev1+hp5uLrbX8sKeI/X3FRDrH3vPZ2Z/rnOsaovkB/IFI0vNzPU14ifCw3c3LB+bjsX3YtocYFrZtAR5sPIBFDA/gAdtDzGOD72n6I03My/EkBXB795dRVfE2AaufKnsTm4FvXXbqmOdj9kb62NEf5Y0eL7OCAQqtbudc2ByIldJmFdO0qxRfboTiwtSGOy3L4u6zbh1YCfzavg5+tH4XPsvijjPfRWX+BUDql0URkanHFUFcfolFZT1sXz+8R23HBps5y0d+I0s33XhYlkUsdhBv/1+5JG/nwHBtOOyjPVJIZV4bHsumI9zI7Vd+lRmlY5+Q1x4Kcd2vbmW2v4p35Q5O0o5/IAEUWiGi0S4+8r7bU/pAevLRG+npe5GV/i7qiwZ7yrY21TK3zpm0HWkFIqy+7IaU8w73vcjFBTHycwYjy637a5lbYfLuDG8GSDnvpx69kUDkDS4Nvj7weFdXLp5gDB99+KwYXeEtXH/VvZTkjb3XYs/bB/nU77/IgkARq/I3Djze3FLBzGrTg5VLJ7HYQa6+/K7Uz3Xvn3hn4SyqigYXp2zZPYv5tWYuW39fC2Cnda6j4Vd4T34bOdZgILW7s4pZxebbTGf/Jj5z+R3Mqxn7PMFQuJc/PX4TRdHNXBgcXIzR1lZEaan5GwJWP72RnVx35X3k+8ceMG9pbuWLf7yHxQGL4wt3DDy+s7mao2eaZcC+aDu23cN17/9oSufjxUefpqT/T1yQm/we4C8YfB029u4amnRM7HCQxleXsGFmNZ2zC4lFu+iP7iLgX4S3J0z1m/up96c3b82yrIG/86TqcmK2l8KAj1nFEzx0ICKuNvEXSZskqy718Npam+ZNg2/Gr66N8VYjnPr+Q/8Z6aYbDx9wUc4m8q2egcf8/giVeYO9UOFeHyWFY/+gAwgGfBzlgcsCyavs4gEcwJaWSnL6Uss3blFON6t8yQsmBgI4YP8btWnnfa6vmVrP3uS8Kwbzbu6KDE0yJgEL/jbnVbwJAUtBQQ95PjOcFwoHsPoCBP2pfV8pKQpS441xQU7yuY4HcADbd8xI+3ws93dwgndL0mPxAA6g8/XZaeVtAe/xbaPcak96PB7AAbSFoLYytQv/ej0WhZbFe/3Jq2njARzAnvZicvqCeFO8e0hdVSH1vn7+xpe8MjUewAHs3lyd1vnwAJflD+8VLM3tHNhvC6WcLQGvn7kVdUR9YYIte4hFu/B4C8yQMxAKP0fYHyIn10NB3vgu8G1ZFqtmlrGoXAGciCRzRU8cwCW3enj25zHuOi/CRTd5CPfBE/fGmLPM4vTV5kNj7zabxhdsFpxsUTXHGnO6iTbXyqV6lHUFGxvrqW8pS+sb+kmHuYhvy/Za6sN1aeV9SnD040P7K6nvKEg577JIkEV5hw6Ym/dUcHTjLLYd++KY84xb5MmldJRX8ZbG2dQfSL3MAKsCowcN+3fVUE9lWnmfOsrdJLr7coi0H0V9T+q9ODPtIPXBQ7+ut+2YSf2OGWmV+URfkMAo33t2vllHfde8tPI++TDnur2lmvr9pSnn7QsHoT8A3vCIzzduOZr65vKUX3uWZXH3+TfTcVqIcF+UrX19/GRDEwCLK4u47rwb6Ty3l4K8XHLzJu7OISIiiVwTxBVVWNz5lI8Hbo3y8J0xAnmw4mKLD3zdS07AfGg1PGfzg2ujfOLH3oEgbizpJlLA6yenqIbmAz1Ul3bi8Qz2AIbsIHvCYba1FqX1DT3g9dMWrORAR4ijinqSnmuL5bOtu5PWMCnnHfD6WVA+lxfbd3Oqr4CivORJ6Xujubzc0UVfoDutvCuPquXNljC1R3UQ9A/2uIVtH/siFg27Koj6wsytqCPgHfsHXsDrJ1pQzZ62bmaUJi9a6LTzeKu3h51tuWmf63055VR2dVNakDz38EAsj4ZQJx1E0j7XL3Ts5iRvPgW5g8GFbcOeWIDnQ91YgdR7cQJeP4Ultezc10tNWQc5vsEeqB47wL7+KI0tZWmfj+68Gew72E1lcXLX1UE7j6aebt4K+dPOu9lbRmGoh5L85HO9P5bHq52ddPt60zof9RV1rPlLCcX+GHvntuLPXzbwfHfnn8ltPiqt1x6YQK64sAAKody2eWN/iK1tXVx13CyCvoAu/SEik86ybXsgyrDIzCTZpSxlHev4Q2Ql7WzISBmGKmEJJ3X+jjVr1nD22WdTWjr22xTZtk1Hl/mG3uGFf37hTWI2nDungovmV9HZnv439MS8XznYxWObzDDZp1fMZn5ZQdp5x2971NfTT19vhIe27WVjaxcFOV7uOP0Y8nK848o7XmZvfg53PbeZUH+U4yoK+fjSWXQd7MMf8FJUkJ/WbbfiebdEI3z35R0AvPfYas48+qgJO9f/t6+dP2xvxWPBbSfPo6YwOCHnurc3wo82vcWujh4q8vx84ZR55Hg9E3Ku+wMevvrHLYRjNifPLOWq42dO2PnY3NPLv71qhsM/vLiO5dXFE5b3E7tb+XNzO36PxZdOm09prn9CzkdBcYAfrttJQ2sXq2pKuPqEWjrbe9N+7YmMpq2tjTVr1nDb2bexvXR7posjU4yNCd1c0xPnJonf0CuAq48/mu3tIS4+ppaA1zOub+iJeZ9TVkR7b4zSYA4nVJpJ6unmHZ9IHSwMQCF8qCCPRxp2c/qscspy88add7zMAB9bNofndrXyvoW15Ob4yS1Pb17Z0LwrgMuP7aett59z6qvxeqwJO9eXlBbSG4H6knzmOItRJuJcFxfCtblB/ruxmfPnzqAwkDvuvBPP9TVL6tmwt50rFtUR9Pkm7HyU20Xs6za9qqfUVpi/aYLyvrIoH/CwpKqE6kLzh0zU+bh+2VzW7WlnZU0Z/nG2RRGRTFNP3CGMpydORESmN/XEyWSK98S5ZnWqiIiIiAxSECciIiLiQgriRERERFxIQZyIiIiICymIExEREXGhrLrESJG1EIbf5jQjiqyFmS6CiIiIyCFlRRDXSivddohV3gcyXZQkLfZbmS6CiIiIyIiyIohrooljrYWUU57poiQJWAFu5uZMF0NERERkmKwI4sAEck00ZboYSeqpz3QRREREREaUNUFcNsqJ5gDQ0dGR4ZKIiIibxD834p8jIpNBQdwoKkIVALz00ksZLomIiLhRRaiCzeWbM10MmaIUxI2itaqVJStOpLSgDK/Xm+niANBr93CZ9V72sjfTRXGNKqp43H6MoJWb6aIMUD2mJhvrEFSPqcrGepysOsyJ5lARquCvVX+d0HxFEimIG0VeMI/5s4/hxeiH6LAbMl0ciqyFrPI+QB99bEc3VB6rEkqopkb16GLZVoegekxHttXjZNeheuBksimIG4MOu4F2NmS6GFlzDT23Uj26X9bUIagexyFr6lF1KC6nOzaIiIiIuJCCOBEREREXUhAnIiIi4kKaEzdO+7bbPPi5KG88YyZXLH+3xQe/4aWowpqUdDI50q2PL5wcYevLwyfWrLrM4paH1bwy6V+uj9CyBb6y9vD1oPaYvVKpR7VHmW70qh6HzgM2d54TIRKGSz7rIRaBJ74ZY+drEb72gg+ff+QPgHTTyeRItz5s22Z3g82KSyxWXZrcqV1x9JEouRzKUz+NsfYnNovOOHxbUnvMXqnUo9qjTEcK4sbh1/fFOLAb7l3vo3aheZOZt9LinvOjPP2gzdnXjvzGk246mRzp1sf+HdAXghUXeThjtWYmZINY1Obxr8V45K7YmNOoPWafdOpR7VGmI73Sx+H5X8Q47p3WwBs/wOKzPNQsMM9NdDqZHOnWR9NGM2wz89hJL6KMQbjX5rYVEX5xZ4zTV1uUzRxbOrXH7JJuPao9ynSkIC5NXW02e7dB/bLh39Lrl1psWzfyBYjSTSeTYzz1MfCh4Xz494ZUd5nU3wvdnXDTf3j55M98eMcwzqD2mH3SqUdQe5TpScOpaXq72WzLaoY/VzrDovugTfdBm7xia0LSyeQYT300vW6TWwgP3hrl+Udserugag5ceZeXU6/Q96MjLbcI7m/w4fWNve2oPWafdOoR1B5letIrO029neZbXiBv+BuN37ktYG9o4tLJ5BhPfezeaNPTCaGD8MmfebnhX70EC+A7V0d59ucahjvSPB4r5Q9+tcfsk049gtqjTE/qiUuT7fTUW6O814z0XLrpZHKMpz7OutZDLArnf8I78NipV1jcsiTCv38+yml/Z+HxqjKzmdrj1KH2KNOReuLSFCwwbwbhnuHzLsI9ZptbNHHpZHKMpz7O/bg36QMDwJ9rcfpqDwf3wu6NE1pUmQRqj1OH2qNMRwri0lQ+y2zb9gx/7u0Wm/wSCOYP/9aXbjqZHJNRH8UVZtvbpYnV2U7tcepTe5SpTEFcmvJLLCrrYfv64W8MOzbYzFk+8ht/uulkcqRbH28329x8Yj+P3hMd9lxzo9lW1qsus53a49Sg9ijTlYK4cVh1qYfX1to0bxr8AHh1bYy3GuHU9x/61KabTiZHOvVRNtMi1A5rfxKju2MwXesum2cejHHcmRYlM/Sh4QZqj+6n9ijTlRY2jMMlt3p49ucx7jovwkU3eQj3wRP3xpizzOL01eYNY+82m8YXbBacbFE1xxpzOjly0q3Hj97v5d7Lo9xxRoSzrvHQ0wVP/iCGx2eek+yj9jg1qD2KGPqaOQ5FFRZ3PuVj9mKLh++M8Zv7Y6y42OL2X3vJCZg3lobnbL734SgNz9kppZMjJ916XHmJh88+5iWQZ/HQ7TF+/e0Yx7zD4p5nfUlX/5fsofY4Nag9ihiWbdsDrcBCL/RES1nKOtbxh8hK2tmQ6eJQwhLO8b3EMpaxnvWZLo5rqB7dL9vqEFSP6ci2elQdilvZmNBNPXEiIiIiLqQgTkRERMSFFMSJiIiIuJCCOBEREREXUhAnIiIi4kIK4kRERERcSEGciIiIiAspiBMRERFxId12awyKrIUw/P7YmSmHpM3t9VhHHeWUT3Bp3OFYjgVghnU+hfaCUY/tp51e9k56mdQe0+f2tiiSLRTEjaKVVrrtEKu8D2S6KAO67RCtVmumi+EqU6Ee66ijIdpIvjd3EkuV/U7w3nXYY6JR8B6hW2WqPaZmKrRFkWyi224dRrb1frTSShNNmS6G67i9HuO3K1q9GhoaJrFgLrdwITz0EFzFVWxi06T/PrXH1Lm9LYpkg/htt9QTdxhNzj9xt6lSjw0NsH7gFo/vAX7j7G8EDjU0dBXwn4AF/AVYPsbf9r/Ahc7+/cCnhjx/EPMWkj/G/I6cTWzSvTCz1FRpiyLZQAsbRFxrccL+xkMc8wrwX87+VYw9gAMT8MWtTNiPAT8CjgdyUshPREQmkoI4EddKDOLeOMQxn8PMIA8AX00x/5ecbQ6wxNmPYgLBjwO1gD/FPEVEZKIoiBNxrcMFcb8FnnL2PwUcnWL+8Z64EzBBIJgevw3O/jtSzE9ERCaSgjgR11pAcnCVKAbc5uyXArcDYeB7wClAsZN2HnAz8PaQ9NuB+Iq9Fc72ApIDx/swvXQ9zs+vAx8AZjt5lzlpXhmh7C8CFzllqwJuAfqc9BYwY4TjrwBqML1/s4Bbge4R8hYRmR60sEHEtXyYxQwbgM1AhMEm/QDwmrP/JUxgdAYmGEq0Ffg28ATwAlDhPJ44H27FCI/FHQ/kAs9hArZQwnNh4Ennd76OCcAAHgFWA/0Jx34LEzhuHfI7Ab4L3IQJTOOagG8C64E1zt8nIjK9qCdOxNXiPWNhYIuz3wv8g7M/G/gkcA2DAdxlmKDvACbAAxM83Z2Q70hB3B7gRGe/HBOExXvZ7sT0pFUD64CuhDK0AU87+y3AtU7aYuBXTjm+AvwSeNU5Lr6Q4hngRkwAdy6mx7EN+LLz/FOYIE5EZPpRECfiaiOtUL0P2O3s/yMmYPtlwvG/AOZjhjvvxgR6YHrN4uKLGvKA45z9PkyPGsAqTK9f/C1kDSaQ3AosddLNTMivwNn+GOhIKOeFTjm+jJl7FxcP4u7BLMwowKyyne/sfxHTAwjwPCIi05GGU0VcbejihjOBf3J+Pgm4EnONt7i/B4bezqDQ2caDqximNw1gWcLxL2FWp8LwRQ1PAo9hAskW539vwvNLnO3vnG0xZkg10SwGh4BXYoLCZ5yfuzDB3kh6D/G4iMjUpp44EVcbGsTdjbkIL8A3MHPF3ko4ZumQ9CFMTx1AnbPdiAmaIHlu2p8T9hODuHsw8+F+jOklux7T2xfviavBBGgAu5ztSNeYi6+wnYdZ8NBG8ry5Q6k5/CEiIlOQeuJEXK0KqAT2YRYXHHAevxDTKwem1ysuMaAD00vX5+xf5GxHmg+X+LiV8HiUwevP3QD8wNnfCjQ7+ycn5BHv1Rt6r8rfAzuc/fhQagnmLSoCfAL4fsLxnZhVqgFERKYr9cSJuF68N64FMwTpBb6e8Px5CfufxwyV7ge+w+ACgRoGb6v1UsLxiUFcfD5cwPk9PZhev/hw5g6gHTMkmjhUmniXiAXOttH5/Qcx17O7OuGYeBAXwCxmAHgQcxuwLuCPmOHZPMytx0REpicFcSKut3jIz9cAixJ+Xo6ZCwewyfm5EnPZjn7MStP/wQxhwmCPWylmaDOuyNn2OulvxMxTiwdpv3XSLGYw4IPkBQ63JOzfhOltezdm6DQucaj2Pqd8XZjexULgdGAbphcyMVgVEZleFMSJuF5iEJePudzHUN/DXDvuNAYv9Dsf+Aym5+wk57g+Bi/zcdKQPL6P6ZnLc/I4y3n8EUwgVoAJrG5gcAEDDA6TApwDPIxZiRrEXOcufgFiMCtOE+ftzcdcxuQjmAsA+zGraT/tPH78CH+riMj0oDlxIq73Ief/4XzQ+T+a+FDpSFaRPNQaV48Z6hzKHvLz05hr2c1x9uOrTXsw93gFE2QOvR/rLOCno5RZRGR6Uk+ciBwh64CPAWc72wOYeXyfZvD2WVdkpmgiIi6kIE5EjpBLGbxA72OYuW41mEuTgOnp+0AGyiUi4k4K4kTkCKnHXAblUszcOS9mocIizC26nmL4UKqIiByK5sSJyBG0HHg804UQEZkSFMSJuMjChZkuQXbT+RGR6URBnIgLtNJKKNrDQw/lHv7gaS4U7aHVO/SOECIiU49l2/bAdQAsrEyWRURGUUcd5ZRnuhhZr5VWmmjKdDFERCaN7VzCSUGciIiIiIvEgzitThURERFxIQVxIiIiIi6kIE5ERETEhRTEiYiIiLhQ0iVG7GE3rBYRERGRbKSeOBEREREXUhAnIiIi4kL/D8Gx20iZHybkAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " fig_fill_color='#00FF00', legend_fill_color='#FF0000', ax_fill_color='#FFFFFF',\n", " label_x_fill_color='#0000FF', label_y_fill_color='#FF00FF', \n", " tick_labels_major_fill_color='#AAFB05')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Edge colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Typical elements" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Many elements in a plot also support an edge color (i.e., the border around an object). These edge colors are accessible using the standard keyword nomenclature of the element name followed by `_edge_color`. Additionally, the width of the edge or border can be specified via keyword using the name of the element followed by `_edge_width`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " fig_edge_color='#00FF00', legend_edge_color='#FF0000', ax_edge_color='#FFFFFF',\n", " label_x_edge_color='#0000FF', label_y_edge_color='#FF00FF',\n", " tick_labels_major_edge_color='#AAFB05', tick_labels_major_edge_width=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Axes edges" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When dealing with the axes area, the borders (also known as \"spines\") can be enabled/disabled on an individual basis. Individual edges can be turned on or off individually using the keyword `spine_` or `spines` to simultaneously toggle all of them at once:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " ax_edge_color='#FF0000', ax_edge_left=False, ax_edge_right=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Alpha" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Elements also support alpha for transparency. By default, ``alpha=1`` for most elements, but this can be changed using the standard keyword nomenclature of the element name followed by an underscore and the keyword ``_fill_alpha`` or ``_edge_alpha``. The alpha value is a float ranging from 0 (full opacity) to 1 (no opacity). \n", "\n", ".. note:: Internally, the alpha level is converted into hex and appended to the fill or edge color value to make an 8-character hex color code. \n", "\n", "Consider the fill example above, with alpha applied to the fill colors:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " fig_fill_color='#00FF00', fig_fill_alpha=0.5,\n", " legend_fill_color='#FF0000', legend_fill_alpha=0.52,\n", " ax_fill_color='#FFFFFF', ax_fill_alpha=0.7,\n", " label_x_fill_color='#0000FF', label_x_fill_alpha=0.2,\n", " label_y_fill_color='#FF00FF', label_y_fill_alpha=0.2,\n", " tick_labels_major_fill_color='#AAFB05', tick_labels_major_fill_alpha=0.45)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When adding alpha to plot markers, the legend markers will retain full opacity by default:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_alpha=0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, alpha can be applied within the legend if kwarg ``legend_marker_alpha`` is defined:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_alpha=0.3, legend_marker_alpha=0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Line colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Built-in color list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All connecting lines drawn through markers in a plot can be colored. **fivecentplots** comes with a built-in list of line (and marker) colors (this is just an expanded set of colors from the terrific default palette in the **seaborn** plotting library). This color pattern repeats indefinitely in case the number of plotted lines exceeds the length of the built-in list.\n", "\n", ".. image:: _static/images/colors.png" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Custom color list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The built-in list of colors can be overridden by passing a list of hex-based color codes to the `colors` keyword. Like the built-in list, the custom list will also cycle back to the start if there are more lines than colors." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " colors=['#FF0000', '#FF7777', '#FFAAAA'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Custom colors from default" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also select certain colors from the default color list *by index* rather than specifying the full hex color code:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " colors=[0, 0, 3, 3, 6, 6])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Colormap" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color list can be replaced by a discretized colormap using the keyword ``cmap``:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " cmap='inferno')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Line styling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot lines do not have a traditional \"fill\" or \"edge\" so the styling keywords are simplified to ``lines_color``, ``lines_width``, ``lines_style`` and ``lines_alpha``:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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KM844I5JVFEII0YJcxTvwlFYP4AA8ZTn43Eewx/as9XxvxQE0fxkcNVEhENAxAuB3p2GyFocFcPa4TBwJTd8kXoiWFjXdqaqqRqTlrLy8nDlz5gBw9913N7s8IYQQraPk4Be15tlie2J1ptd5vqKoYQEcQMDjA0NBDzhQTf6wPE9ZDvm7/930CgvRwqImiIsEl8vFueeeyw8//MDdd9/doNmtQggh2gc94AZAVS1h6WZrIrHJJ4Ch1Xm+olqrpfk9PlRzBba4qi5V+1HdpwGvbNFWn6eeeorLL7+8xrzbb7+9wcuBHe2iiy6qtuXX9u3b6dOnD8XFxfWeP3HixHonQWZmZjZ6W7HFixejKErYj8lkIikpienTp/PVV181qrzmipru1OYqLi5mxowZfPXVV/zqV7/i0UcfbfC5SUlJJCUl1Zqv63qd6wipajBWrtzvT0QnuY/RT+5hdPNlTiI/92sC/vJQmmqy0q3PJMwWJzHxMVhste9z7feaqSgObqulqGZUkxW7w4G3/H9hxx3dZZvaY0yN7xdFUULvp5p0ljHXW7duZf78+WzatKla3lNPPcXChQsb1WCi6zq33XYbb7/9NldeeWVY3sCBAznvvPO46aabWLJkSbPr3hzvvPMO3bt3B4J1PnToEA899BCTJ09m3bp1nHDCCa1Sj07xLjty5AhnnHEG33//Pddeey0vvPCCzDQSQogok9JjHAUHvglL0zUfh7I/Ib3/Weiar87zTRYnscn9MZlsKGpwL9SCza/XeU5y95HNq3SEGYbBpp/y+fDrPew+UAJAn/QEzhyfybB+Ka3+2ZaVlcXs2bNJT6/qyt69eze33347y5YtIyEhocFlbdy4kd/+9resW7cOh8NR4zF33303PXv25JZbbmHEiBHNrn9TDR8+vNoEyxEjRtCvXz8WLVrECy+8UPOJEdbhg7iysrJQAHfrrbeycOHCiF/D7Xbjcrlqza/8FldYKM3y0UzuY/STexi9DF3jyK6l+L1VEw/M1kQCvmIC/nI8PgWtzIXJ05AgxlNVhrMPimkbhuatdlRsyklUuBUq3NXfL06ns8aVD1qS2xvgsSXr+G7bkbD03CPlfPH9fkYO6sLdc0bjsLXOR/vmzZt5//33q3Uh3nrrrfz000989tln3HfffQ0ub86cOcTGxrJmzRrOPffcGo/p1q0bkydP5g9/+ANvvvlms+p/rIkTJ9K/f38GDBjAn/70J44cOcLIkSN5+umnG7QxQGZmJqmpqezZsyei9apLhw/ibrzxRr7//ntuvvnmJgdwRUVFBAKBCNdMCCFEQxiGQcHe5XgrckNpFnsSfk9R6LE9PrNJZTsTB+JMHNjo81wuV51f3svKyppUn9rouhEK4CxmlamjezF+WLA77+tNB/l03V6+23aEx5as4/6rx6GqLd8i99prr9G9e3fGjRsXlv7II48wZMiQRrcKvvLKKwwbNqze42bNmsUNN9xAeXk5sbGxjbpGfd566y0GDx7Mc889h67r3HHHHVx44YXk5ORgMpnqPLegoID8/Hz69esX0TrVpUMFcdnZ2axevZqTTz6Zvn37snXrVl555RUSExM56aSTePXVV6udU9tgTCGEEO2Du3g7rqItYWlHB3AJ3Tv+JLXvd+bx3bYjWM0q8284hUG9q8bpjRjYhSmje3Lvoq/4btsRftiZx/CBXVq8Tp999hmjR4+uFqwNHTq0SeU1JIADGD16NH6/ny+++IIzzzyzSdeqjd/v56OPPiI+Ph4IBuNXXnkl33//PSNHVnWta5oWatzxeDzs2LGDrKwsVFXlN7/5TUTrVJcOFcStWrWKq666in/84x/07duXzz//HAhOarjqqqtqPEeCOCGEaN9M1jgUxYxhVO8RUUw2YpKPb4Nata4Pv84B4IzxmWEBXKVBvZM5Y1xv/vPlbj78OqdVgrjs7GxOPvnkFr/OsSrHou3eXftWaU01ZMiQUAAH0KNHDwAqKirCjuvfv/r6gZmZmbz22msNDkYjIWqDuJycnGppc+fODZsufN1113Hddde1XqWEEEJEnC0mg4yhN6IbwXXckhKDqwUUFRehmuzVlhzpiLL3BycxnPJzF2pNTjkhnf98uZuffj62pZWUlLT6uEAgdM2Sksg/z6O36ISqGe26roelL1u2LDQ71WKxkJqa2qDtQCMtaoM4IYQQnYdqtqNiB8BiC7aUmC2dZ6yy/vMyVnWNdavMq2vJq0hKTU1t0JptkVZUVBS6flsZNmxYg7b/bGmdarFfIYQQotLhbbkc2vQThT/tp+JwIQFP9Rmq7UVmt2Dg+s2Ph2o9Zs3mYF7vbvG1HhNJvXv3Zt++fa1yraPl5uaGrt/ZSRAnhBCiUyo6VEz+3kIObDvA7m9/ouxAXltXqVa/GBcMWJav3k3OwdJq+TkHS/nw6+AYsV+Mz2yVOk2fPp3Vq1c3qeVvy5YtbNiwoUnX/fLLL3E6nZx22mlNOr8jkSBOCCFEp6MFdDRv+F6ptpiaF5htD0Yd343jM5NxezXuev4Llizfwq59xezaV8yS5Vu487kvcHs1ju+TzKjBXVulThdeeCH5+fmsXbu20efecMMNXHDBBU267ocffsiMGTNqXRC4M5ExcUIIITodn9ePcdT6n4oC1tj2GxSYVIXf/2osD//9G7bmFPKvFTv514qdYccMzkxm3q/GYmqFNeIATjjhBGbMmMGLL77I2LFjazxm5cqVNaZ//PHHde64UNPkRYA9e/bw8ccfs27dusZWt95r1FTXiRMnhrU0HjuBsq1JECeEEKLd83sK0ANuFJMVr8vAbHXWf1IdvGXusMdmE5jstmaV2dLiY6w8dsMprPnxEP/9OofdB4Ldqn3S4/nF+EzGDemGydS6HWzz58/n1FNP5YEHHqBXr14NPm/BggVMmjSp0dd78sknmTVrFsOHD2/0uR2RBHFCCCHaPS3gQvdXgB/cZT7ssV2Bpi8t4i0PD+IsdgtKPSvytwcmk8opJ6Rzygnp9R/cCoYNG8a9995LVlYWb7zxRoPPO++88xg8eHCjrrVt2zaWLVvW5LF0HZEEcUIIIdo9Qw8fv6aarEDTl9LwucJnotocVnTDYH1+BV0cFnrFtu9WufYkKyur0ec0ZUHcQYMGNXhf0tq6cTsamdgghBCiXTMMo4YgrnlBlq8iPIizOm18l1fBO7sL+cf2I5T5tWaVL0RrkCBOCCFEu2bofjhmGYtgS1zTORKcOJNiMdssoCjoThsf5RYD4NUMPtpX3KzyhWgN0p0qhBCiXTu2FU5RTahq8z6+0o/vGfo9END4z94iXAEXiVYTJT6N9fkVjEqLITPO3qzrCNGSpCVOCCFEu1bzeLjIOeQJ8G2+C4BZ/VIYmRbcm3NZThFaK21hJURTSBAnhBCiXdN1X9jjSAZxumGwbE8RBtAVhc+/3E/prhKsChxy+/nmcHnEriVEpEl3qhBCiHZNNTsw2xLRdT+G5mv2pIajfZdXQW6FDz2gs3HNIXSfDoAzPYaEQUl8vK+YYSlO4iztf/kR0flIECeEEKJdM1viwBIXeuyITY5Y2av3FgPgLfCQkWhn+IBkyt0BvtlWgKEZ+EywJa+Csemts6m8EI0hQZwQQohOSdMN9m0txDowEUcXBzdM7kO3mGArX9KABFbnVRBwB8jZUSRBnGiXZEycEEKITmnbnhIK9pfjL/CAorBsbzGGYZDv9vNNfgUApTuL+XrTkTauafv21FNPcfnll9eYd/vttzNx4sRGl3nRRRdV26N0+/bt9OnTh+Li4nrPnzhxIg888EC9xy1evJiTTz6Z+Ph4nE4nQ4YM4b777qOsrCx0TE5ODoqisHjx4sY9iVYgQZwQQohOQ9cNvGUVGLpOYVlwwd8uLg2LqpBT5uWHAhf/2VOEZkC/WBvefA8lFX50XWap1mTr1q3Mnz+fBQsWVMt76qmnWLhwYaPK03WdW265hbfffrta3sCBAznvvPO46aabmlzfoz344INce+21TJw4kX/+858sW7aMK664gueff54pU6bg9wdnRXfv3p2vv/6as88+OyLXjSTpThVCCNFpVJS42bN6C6oCpW4FgMOHKzh7XDqf7C/h3ZxC/LqBWYETbBa+BBw2E6qqtG3F26msrCxmz55NenrVXq67d+/m9ttvZ9myZSQkJDS4rI0bN/Lb3/6WdevW4XA4ajzm7rvvpmfPntxyyy2MGDGiyfX2+Xw8/vjj3HnnnTz66KOh9KlTpzJ48GDOP/983nvvPWbNmoXNZmPcuHFNvlZLkpY4IYQQnYbv543vdQPSrTo2ExSU+iDPTYrNjP/nFrdTusXxv7UHARg9KKXN6lsbzePhy/Mu5MvzLkTzeNqkDps3b+b9999n9uzZYem33norO3fu5LPPPuOkk05qcHlz5sxB0zTWrFlDly5dajymW7duTJ48mT/84Q/NqTolJSW43W50Xa+Wd9ZZZ/Hoo4/St29foH13p0pLnBBCiE7DW1EV8FhUhZN7WPnfHh9L/ptNv0HJkO7EZsAXn+xh/xEXVrPK9NHpdZTYeb322mt07969WivVI488wpAhQ1CUxrVevvLKKwwbNqze42bNmsUNN9xAeXk5sbGxjbpGpbS0NMaOHcsTTzzBgQMHuOCCCzj11FNJTU3FYrFw7733Nqnc1iYtcUIIIdotLeBG13wYEdo54eggDmDqcTGMH5YGwE/bCslbe5i9Xx1g/xEXdqvK/80cSEaqMyLXbi7N4znqx3tUujcsr7V89tlnjB49ulqwNnTo0EYHcECDAjiA0aNH4/f7+eKLLxp9jaO99dZbnH766SxZsoQLLriALl26MGzYMO6//36KioqaVXZrkZY4IYQQ7Za3Ihd0DRQFRTFjjWleq5jPFb77gy3GzsTxKahxsC+3nNIyHxa7ibED05hwYlfiYqwYhtGkoCTSvv7lZTWmr73yV2GPT/139UkBLSE7O5uTTz65Va51tMzMTCA49q45evTowWeffcaWLVv48MMP+d///seqVat46KGH+Mtf/sKqVasYMGBABGrcciSIE0II0S4ZhhYM4IIPMAw/itL0DiRN09F8VfuwGhi8VLCcPfsPBRO6Bn+8wAofrFgXTO6X0IvbRv66XQRy7UlJSQkxMTGtft3Ka5aUlESkvOOPP57jjz+e22+/Hb/fzz/+8Q9uvPFG7rnnHt56662IXKOlSBAnhBCiXTK08I3vURQUten7pvp9GvpRQZymaOzxHKr3vJ9K9uLT/dgiuGdrU4z/52uh3zWPN9QCN+blv2OyR24rsoZKTU1t0JptkVbZ1ZmamtrkMv74xz/yyCOPsGfPHpzOqu5yi8XCtddey/Lly9myZUuz69rSJIgTQgjRLh278b2imJvVGuat8MJRsxHNR22HOiH1KkyKBYDBiQ76Z8Tj03xkffF4k68XaSa7vZZ0W615Lal3797s27ev1a+bm5sbun5THX/88eTn5/Pcc8+RlZUVlqdpGj/99FODx+i1JQnihBBCtEuGHt4SpzSzJSwuOYZ+E4biLfPgK3fj81bA4WCeSbFgViwoQHKMs81b3aLB9OnTWbRoUZPGDG7ZsgWv18vw4cMbfd0vv/wSp9PJaaed1uhzK02bNo1LL72Ue+65h40bN3LhhReSlpZGbm4uL7zwArm5ubz55ptNLr+1yOxUIYQQ7dKxQZyqWppVnqoqOGIdJHZPosuAdNIGV7XkGIaO3/BjwsBulfaNhrjwwgvJz89n7dq1jT73hhtu4IILLmjSdT/88ENmzJhR64LADfXqq6/ywgsvsG/fPn79618zZcoU7rzzTvr27cv69esZNGhQs8pvDfJOFUII0S7p2jHdqc0M4uritOvkuUtw635yKkooJ4Euzva3yG8lk93earNQa3PCCScwY8YMXnzxRcaOHVvjMStXrqwx/eOPP65zx4WcnJwa0/fs2cPHH3/MunXrGlvdalRV5dprr+Xaa6+t87jMzMyILXETaRLECSGEaJeqdac2Y1JDfab2z8CkmPAEfPh0H9A+P7Tbm/nz53PqqafywAMP0KtXrwaft2DBAiZNmtTo6z355JPMmjWrSd2wHZEEcUIIIdole3xfDN2PofvRdR+queUG7/s0H1aTFYvJhMXkCKWJug0bNox7772XrKws3njjjQafd9555zF48OBGXWvbtm0sW7aMDRs2NLaaHZYEcUIIIdolRVGCkxlMVky07Hpk7WkWarQ5dnZnQzRl5uegQYPYs2dPg46trRu3o5GJDUIIITolq2qhX0L9XYD9EnphbcHxeEI0lbTECSGE6JQUReG2kb/Gd8zYu2NZVYvs1iDaJQnihBBCdHh52UfwlZRgc9qwxdmxx8diiXWiKIqsCSeilgRxQgghOrySvFI8+cWhx916JpB6wnFtVyEhIkCCOCGEEB2arhv4PeEzTa2xDgorfKiGQYzdgsUsQ8RF9JEgTgghRIcW8GsYvvBxbyanjfVHyikq81EcOIJdNdE/yUnfLokk2uIxqaZaShOi/ZAgTgghRLui6358rkOoqgVFtaKYLJjMsU2eXOD1auj+qiDOZIKAzYav1I+Ght/QCGgaxV4ve0oriE+NxYQEcaL9k/ZjIYQQ7Yqh+dD9FQS8xfjdR/BVHGzW7FBfhReO2jbJYgK/2YIvoKMZweBOxcBqVTGrJiwmWU6kMZ566ikuv/zy0ONdu3Zx8cUXk56eTkJCAqeeeiorVqxo9nU2bNiAxWKptiXXnDlzWLBgQb3nr1y5st730eLFi1EUpdZtv2qTmZkZXNfwqB+73U7//v2555578Hg8jSqvoaQlTgghRLtSfbut5gVVvgp32GOz1YRHMRHQdAJGAAATOlazGXsL7grRHIZh4G3gDhI2k7XVlkTZunUr8+fPZ9OmTQAUFBQwYcIEUlJSeOaZZ4iPj+evf/0r06dP57PPPmPChAlNus7mzZs5++yzCQQC1fIee+wxhg4dyjnnnNPoXSAi6ayzzmLevHmhxx6Ph//97388/PDD5OTkNGpHi4aSIE4IIUS7oh8TxKnNXALEWxHeCmJzWCn2BoOBQGVLnGJgNas42mEQZxgG81Y8wfb87AYdPzC1Hw9PuaNVArmsrCxmz55Neno6AC+//DJ5eXmsXbuWjIwMAKZNm8aJJ57IE0880eggzufz8dxzz3Hfffdht9d8b9LT05k9ezZZWVksW7aseU+oGdLS0hg3blxY2sSJE8nNzeUf//gHCxcupHv37hG9pnSnCiGEaFcMPbzFqbkb3zvjHMSkxmOJsYOqYnXaKPMEgzjt55Y4uxkUBRxmW7Ou1RK8mq/BARzA9vyfGtxq1xybN2/m/fffZ/bs2aG0Hj16cNttt4UCOACTycSAAQP46aefGn2N5cuX8+CDD3Lvvffy+OO1b4122WWX8f7777N58+ZGX6MulV2wK1asYPr06TidTrp160ZWVhaapjWojFGjRmEYBnv37o1o3SCKW+KuvfZaduzY0aD90Xbv3s3tt98eOnbGjBk89dRTpKWltWwlhRBCNJp+TACiNrM7tUvfLtC3S7Bs3UDTNdy5pRgGoe5UmznYatVeu1MrvXT+Amy1BJregJdfv3dXq9Xltddeo3v37mGtTxdffDEXX3xx2HFFRUV8/vnnTJ48udHXGD16NDk5OSQnJ7N48eJajxs/fjwZGRm8/vrrzJ8/v9HXqc9ll13GjTfeyN13383777/PggUL6Nu3L7/5zW/qPXf79u0A9OvXL+L1isog7m9/+xt//etfG9QsW1BQwKRJk/D5fGRlZREIBHjiiSfYuHEja9euxWqVlbqFEKI9ifSYuKOpqoJXV9F00AgGcArg+DmIc5jaX0vc0WxmG/Z20lr42WefMXr06Dq7bXVd55prrqG0tJS77mp8gHl0i159Ro0aFZEJFDW55pprQuPdJk+ezHvvvcf7778fFsQZhhE2Zu/IkSMsX76cF154gV/+8pekpqZGvF5RFcRpmsajjz7KAw880OBzFi5cSG5uLps2bQoNeBw7dizTpk3j5Zdf5pprrmmh2gohhGgsQw+AoYelKRHeFsthVjk9M4kyXwwHSi0Ue73EW/1YLMj6cI2QnZ3NySefXGu+3+9n7ty5vP322zz//POMGTOm1mOPnbBgMpkaPaYvMzOTr776qlHnNNT48ePDHvfo0YOKioqwtCVLlrBkyZKwNLPZzMyZM1m0aFGL1CtqgjiPx8PYsWPZuHEjc+bMaXC0vXTpUiZOnBg2Y2Xq1KkMHDiQpUuXShAnhBDtjNmeHFxmRPdj6AEUJfIfVWZVIcluI8neNeJldxYlJSXExMTUmFdcXMzMmTP5/PPPee6557jxxhtrLScnJ4c+ffqEpf3jH/9g7ty5japPTEwMJSUljTqnoZxOZ9hjVVXR9fAvGzNmzOD+++8HQFEUnE4nmZmZOByOFqkTRFkQV1payj//+U8uvvhiMjMz6z2nqKiI7OxsLrroomp5I0aMYPny5S1QUyGEEE2lqGasji5tXQ3RAKmpqRQXF1dLz83NZdq0aezevZulS5cya9asOstJT09n3bp1YWnHBnUNUVRU1CJdlg2VkpLCqFGjWvWaURPExcfHs3PnTszmhld5//79QM196t27d6ekpISSkhISEhIiVk8hhBCiM+jduzf79u0LSystLWXKlCkcOnSITz75hNNOO63ecqxWa0SCn9zcXHr37t3scqJJ1CwxoqpqowI4gLKyMqB6MygQat48tk9bCCGEEPWbPn06q1evxjhqN4z777+fHTt2cNttt2GxWFizZk3oZ8OGDaHjtmzZEva4uQzDYPXq1fziF7+IWJnRIGpa4pqi8o1V1+DI1lrVWgghROvSdQN/uQuz3YKpg6xE4A14m5TXEi688EIeeugh1q5dy9ixYwF4++23AXjggQeqTULs3bt3aDurG264gZycnEZvb1WbdevWkZ+fX+PwqY6sQwdxsbGxALjd7mp5lWnx8fH1lpOUlERSUlKt+bquh30TOZaqBhs8k5OT672WaL/kPkY/uYcdQ0PvY0W5l5yvdmD4fVisJpyxdvqMHoglLq7ZdVAUJVSPmjS256ihWnMduPqccMIJzJgxgxdffDEUxDV0QduPP/6YESNGNOp6c+fOrXWyw4svvsh5553H8ccf36gy67vGxIkTa/x8P3aN2kgFo40VNd2pTdGrVy8ADh48WC3vwIEDJCYm1jqzRgghRHTzun3ofh+GAT6vhrvURXBVuOhiM1kZmNrwhWIHpvbDFuFlWWozf/583n777UbvRrBgwQImTZoUkTrs27ePt99+m4cffjgi5UWTDt0Sl5iYSJ8+fVi/fn21vA0bNkRsFonb7cblctWaX/ltsbCwMCLXE21D7mP0k3vYMTT0Ph7ZX4jHXbVvqgnYeKiQnE0HMFQXcXYzXRxOeqUmNHpojdPpbLVGAEVReHjKHQ3eSstmsrbaUKFhw4Zx7733kpWV1agN3s8777yIbVZ/zz33kJWVxbBhwyJSXjTp0EEcBPvsn3nmGbZt28agQYMA+PTTT9m+fTt33nlng8ooKiqqthChEEKIyNJ1Pxg6impBUZrfUeSrCB8jZrGZOezVKfEHyPMVYZTpxJkCFBpO+idmEmdteFDmcrnq/PJeObEuUhRFaTc7NRwrKyur0edEMuB69dVXG3RcbV2j0axDBXHZ2dmsXr2ak08+mb59+wJw1113sWTJEqZMmcLtt9+Ox+NhwYIFjBw5kssvv7yNayyEEKKS5ivF784DguvFmSxxWJ1NX4zX6/KEPTbbbVT4NDRDwyC4UKvdHJwEZzNFbmsvIVpLhxoTt2rVKq644gpWrVoVSktLS2PVqlWceOKJ3HfffTzzzDOcf/75fPjhh9hs7fNbjRBCdEZH75lq6AGg6a0mhmHgd4d3PyqxdnwBPbTpPYDDoqKqKtZWGkMmRCRFbUtcTTNBapu5MnDgQNmdQQgh2jk9ghvf+30auj+8PMNhw+/W0X4O4lQMbFYVh8ne5OsI0ZY6VEucEEKI6GUcM3C/eUGcjuGrCuJMKgSs1p9b4oLpJgysZhWHWYI4EZ2itiVOCCFEx2EYBoYRPoFMVZvexemMtTDgtCF4y114KzzoXi/FJiuG4Q4FcaqiYzWr7XbCgBD1kSBOCCFEmzN0Hxwzc1BpxmQDRVGwOq1YnVYql/bNPViGYUDA0ACwqmBSFWmJE1FLgjghhBBtzjhmPByqGUUxRfQa3WIsoNuh1E6Z34fTHJyh6pCWOBGlZEycEEKINnfspAa1GePhapMeb2dERiIXDB7E5UOHcsZxQ+mX2BuzKu0ZzfHUU0+FLdm1a9cuLr74YtLT00lISODUU09lxYoVzb7Ohg0bsFgs1SY2zpkzhwULFtR7/sqVKxu0CPKePXv49a9/Tc+ePbFaraSlpXHOOefw+eefhx03d+5cMjMzG/MUIk7euUIIIdqcxZaEyRKLofsxND+08I4DqqpiV20yHq6Ztm7dyvz589m0aRMABQUFTJgwgZSUFJ555hni4+P561//yvTp0/nss8+YMGFCk66zefNmzj777BoX3n/ssccYOnQo55xzTrN3gTh06BDjxo2jR48e/OEPf6Bnz57k5eXx0ksvMXnyZN58801mzpwJwLx587j55pubdb3mkiBOCCFEu6CqFlAt8slUi305hSQmO4mLr3kMX1mph+JCFz0zk1utTllZWcyePZv09HQAXn75ZfLy8li7di0ZGRkATJs2jRNPPJEnnnii0UGcz+fjueee47777sNur/l5p6enM3v2bLKysli2bFmzns9f//pXiouL2b59O/Hx8aH0Cy64gLFjxzJv3rxQENevX8P3s20p0p0qhBBCtHN7dxfw6otfs2TRaspKPdXyy0o9LFm0mldf/Jq9uwtapU6bN2/m/fffZ/bs2aG0Hj16cNttt4UCOACTycSAAQP46aefGn2N5cuX8+CDD3Lvvffy+OOP13rcZZddxvvvv8/mzZsbfY2jHTp0CEVR0DQtLN1kMvGHP/yB3/zmN6G09tCdKkGcEEII0c7FxdtxxlgpyCuvFshVBnAFeeU4Y6y1ttRF2muvvUb37t0ZN25cKO3iiy/mscceCzuuqKiIzz//nCFDhjT6GqNHjyYnJ4ff/e53mM21N9GOHz+ejIwMXn/99UZf42gzZszA7XYzduxYnnzySTZs2BAK6KZNm8ZNN93UrPIjTYI4IYQQHUrBgWJyv93Oka05lOw9hLe4tK2r1GxJKTHMuf5kEpIcYYHc0QFcQpKDOdefTFJKTKvU6bPPPmP06NF1ThbQdZ1rrrmG0tJS7rrrrkZfIyMjg+TkhnUPjxo1qtkTKM4880z+9Kc/cfjwYe68805GjBhBcnIyM2fO5JNPPmlW2S1BgjghhBAdSmlBOcWHSzmSnce+Tfso3La7rasUEccGcose/4xFj3/WJgEcQHZ2Nn369Kk13+/3c8UVV/D222/zxz/+kTFjxtR6bCAQCPsxjMbvm5uZmcnu3c2/1zfccAMHDx7knXfe4cYbb6Rnz568++67TJ8+ndtvv73Z5UeSBHFCCCE6DMMw8FV4w9IUh429BS4Ol7jx+LQmBQjtRWUgp5oUvJ4AXk8A1aS0egAHUFJSQkxMzdcsLi7mjDPOYOnSpTz33HPceOONtZaTk5ODxWIJ+3n55ZcbXZ+YmBhKSkoafV5NnE4nF1xwAc8//zybN29m586dnHbaaSxcuLDZ4+4iSeYACSGE6DC0gI5xzMb3XoeDHw6WU+jLJ2D4iFVNnNQjgV6JaTgtjjaqadOZLSYUFCAYjCoomC2RXRi5IVJTUykuLq6Wnpuby7Rp09i9ezdLly5l1qxZdZaTnp7OunXrwtLqauGrTVFREampqY0+r5KmafTr148rr7ySBx98MCyvf//+PPvsswwfPpwtW7YwdOjQJl8nkiSIE0II0ab87nx03Y+qWlBMVlSTHdXUtH1TfT4d/aiN71UFfGYzuje48b2OgdfwUuIvxqclRl0QVzkGTtP0UJqm6SxZtJo5N5zcapMaAHr37s2+ffvC0kpLS5kyZQqHDh3ik08+4bTTTqu3HKvVyqhRo5pdn9zcXHr37t3k800mExkZGfz973/npptuIiUlJSx/+/btAO0mgAMJ4oQQQrQxzV+OrnmoXNTB4uza5CDO79PCWuLMJqjAhGbo6AQDH7NiYDFF38b3NU1iAFjy59WhyQ6tGchNnz6dRYsWYRhGaHLD/fffz44dO3jggQewWCysWbMmdLzNZmP48OEAbNmyBa/XG3rcXIZhsHr1an772982q5xnn32WiRMnMmLECG6++WaGDx+OpmmsWrWKp59+muuuu47jjz8+InWOBBkTJ4QQok1V33KraQEcgM/txzhqjS+LGSoMFc2oWunfZlZQFRVbEwPFtlDbLNTaZq22hgsvvJD8/HzWrl0bSnv77bcBeOCBBxg/fnzYzwUXXBA67oYbbgh73Fzr1q0jPz+fiy66qFnljBw5kg0bNjB16lSef/55zjrrLM4//3w++ugjnn76aRYtWhShGkeGtMQJIYRoM4YeACN8YVWlGfum+lzu8PLNCh5DJWBUBYp2C9jNtgbto9le5B0qo7jQVeMs1MpAbsmfV1Nc6CLvUFmrtMadcMIJzJgxgxdffJGxY8cCsHfv3gad+/HHHzNixIhGXW/u3LnMnTu3xrwXX3yR8847LyKtZP379+dvf/tbvcctXry42ddqLgnihBBCtJljW+FQlGYFcQ6nlUDXRHwuL36PHxxmAhoEfm6JUwCHRcVhbr2xY5HQ97g0Lrl6DMmpMTXOQq0M5ArzK+h7XFqr1Wv+/PmceuqpPPDAA/Tq1avB5y1YsIBJkyZFpA779u3j7bff5osvvohIedFEgjghhBBtxjgmiFNUS7NayJLTE0lOTwyWbRjkuXz4ckpCLXEmdKxmU9SNhwPoN7BLnfmV3autadiwYdx7771kZWXxxhtvNPi88847r9mb1Ve65557yMrKYtiwYREpL5pIECeEEKLNGLov7HFzWuGOpSgKfgNMKmg/T5swYWA1qzhM0dUS155lZWU1+pxIBlyvvvpqg46bOHFiVK8RWBMJ4oQQQrQZXYvcpIaaZMTa6DowlVJvDPkuFy6vh1iHhiMKW+KEOJYEcUIIIdqMyewEDAzdj677ItoSV8msqiQ7Ykh2tG5XoxAtTYI4IYQQbcZsS8BsSwg97mjdXUK0JFknTgghRLsRTct+CNHWJIgTQgghhIhCEsQJIYSIerpu4C51EXB7pUtWdBoyJk4IIUTU8/s0cjbsQSsvx2xSsDqt9BicjjUtta2rJkSLkSBOCCFE1PN5NYxAcLmSgGaguLwYut7GtWpZ6w8VATCiW1Ib10S0FelOFUIIEfX8fg3dV7XmnGKGtYUBlm3ezX+3/cTXu3M5WFyCbnSMwG5XYTl//i6bP3+XzU9F5W1al6eeeorLL7+8wcfn5uaSmJjIypUr6z3W6/Uyf/58Bg0aRExMDAMHDuShhx7C56taJHrOnDksWLCg3rJWrlxZ78SZxYsXoygKOTk59ZZ3tMzMTBRFCfux2+3079+fe+65B4/H06jyGkpa4oQQQrQJPeBBUc0oavM/irwuLxzV8maYFFyGSqHPjc/rRamA8sARDHMG6bFdm329tqTpBq//WLXR/Gub9/L7UwejtsHM3q1btzJ//nw2bdrUoOP37dvHGWecQUlJSYOOv/nmm3nllVeYN28eo0eP5ttvv+XBBx9kz549oU3qH3vsMYYOHco555wTsa28muKss85i3rx5occej4f//e9/PPzww+Tk5DRqW7KGkiBOCCFEqzMMA0/5HjAMUFRU1Yo1Jh3V1LQdG3wV3rDHutmEH5UAwY3vVQysFhV7lG18X5PP9+axr9SN02wCYF+pm8/35DEps+69VVtCVlYWs2fPJj09vc7jdF1nyZIl3HHHHQ2eeFJQUMBf/vIXHn/8ce68804ApkyZAsDdd9/NY489RlpaGunp6cyePZusrCyWLVvWvCfUDGlpaYwbNy4sbeLEieTm5vKPf/yDhQsX0r1794heU7pThRBCtDpD9wcDuOADdM2DopiaXJ6vIry7Srdb8QUC6Eblnql6cM/UKN9uq9Tr573tBwC4YFAG5w8MBk/vbj9Aqddf16kRt3nzZt5//31mz55d77EbN27kuuuuY86cObzyyisNKr+0tJTrrruOc889Nyx90KBBAGRnZ4fSLrvsMt5//302b97ciGdQv8ou2BUrVjB9+nScTifdunUjKysLTdMaVMaoUaMwDIO9e/fWf3AjSRAnhBCi1R278T2qCUVtWhAX8GtovvAAxmuxEjACVcUrYLOYsDWxpa+9eHvbftwBjV7xTk7vlcqE3mn0infgDmi8s21/q9bltddeo3v37tVan2rSq1cvdu3axcKFC3E6nQ0qv0+fPixatIiBAweGpb/33ntYLBaOO+64UNr48ePJyMjg9ddfb9yTaKDLLruM0047LRS0LliwgJdeeqlB527fvh2Afv36RbxeEsQJIYRodbp+7Mb3Td8z1e/XMfxHTWpQwKOaCBhVaXazgcNsQ1Wi92NvV2E5q3MLAJg9tCeqoqAqCrOH9gLgq9wCdhW23iSHzz77jNGjRzdol43k5GR69OjR7Gu+++67vPzyy1x33XUkJYXPyh01ahQrVqxo9jVqcs011zBv3jwmT57MwoUL6dOnD++//37YMYZhEAgEQj8HDhzgpZde4oUXXuCXv/wlqamRX+4met/NQgghopahhQdxitr0FjKH00L/8cfRZ/wg0odlktK3K16rPawlzmZWcETxeDjdMHjt58kMp/ZMoV9SbCivX1Isp/RIAeD1H/eit9Jix9nZ2fTp0ycs7eggJhAIoEdwmZd33nmHSy+9lFNPPbXG2aiZmZns3r07Ytc72vjx48Me9+jRg4qKirC0JUuWYLFYQj8ZGRlcf/31nHfeeSxatKhF6iVBnBBCiFZ3bHeq0oyWOACL1UxMchzJvdKI759BwGRF+zmIUwCHWcEexePhSr0BckvdAIzLSKmWX5m2r9RNmTdQLb8llJSUEBMTE5Z2dBBjsVh46KGHInKtp59+mlmzZnHKKafwwQcfYLdXD8hjYmIaPOu1sY7tAlZVtVqAOmPGDNatW8e6dev49ttv2bJlC6Wlpfzzn/8kOTm5Reols1OFEEK0uurdqZEbq2ZRFQZ3icVudVHkduMK+HDYtKhuiUu0WxjZPYnvDhbx3vb93DV+YKgbUzcM/r0jOB5uZPckEuzNC4gbKjU1leLi4rC0devWhT2ub9ZqfQzD4Oabb+a5557j0ksvZfHixVitNb9XioqKWqTLsqFSUlIYNWpUq15TgjghhBCtzjgmiFNMkQs8LKpKjwQ7PRJ6hdL8mh9TEydOtBcXD+7BpiMl7Cqq4Ov9hZz8cxfqmv2F7CqqwGZSuXhw88edNVTv3r3Zt29fWFqkg5h7772X5557jttuu40nn3yyzvF3ubm59O7dO6LXb++kO1UIIUSrcyT0wx6XiTUmHYsjDVVt2a5Oi8kS1ZMaAJIdVmYMCK4z9tbWXFz+AC5/gLe25gIwY0B3kh2tN/t2+vTprF69usHrvtWntLSUNWvWkJeXB8D333/P448/zujRo5k1axbffPMNa9asCf2UlpaGzjUMg9WrV/OLX/wiInWJFtH9jhZCCBGVFMWEarZjtsZjsac0eXmRzmZany50i7FR5guwbMdB/r3jAGW+AN1i7Ezt07qL/V544YXk5+ezdu3aiJS3fv16xo8fzwcffAAEJzIYhsG6desYP358tZ/169eHzl23bh35+flcdNFFEalLtFCMSIXQHVBRURGffvopI0eOJC4ursnlVA5oLCwsjFTVRBuQ+xj95B52DNFwH8vKyvjuu+8444wziI+Pj2jZW/JKeXrtTio7Fg3g1rEDOD41stdpiHPOOYe0tDT+/ve/R6S8++67j+OPP55LLrmkUeddffXVFBQU8N5779V6zMqVK5k0aVLEWg7bA2mJE0IIIaLI8WnxjOyehEEwgBvZPalNAjiA+fPn8/bbb0dkN4IDBw7w1ltvcfLJJzfqvH379vH222/z8MMPN7sO0UaCOCGEEFGrKN/F3m+2cmhTNkXZB/DkF2FEcG2y9uriwT1wmFUc5tadzHCsYcOGce+995KVldXsspKTk3n77bfp1atX/Qcf5Z577iErK4thw4Y1uw7RJqqCuN27dzNz5kySk5NJTk5mzpw5oQGQdfnuu++YNm0aMTExxMfHc84554S2wRBCCBG9KkrclOaXk7+3gP1b95P/408YDdzTMpolO6w8cPoQHjh9SKtOZqhJVlYWb7zxRrPLsdvtDB48uNHnvfrqq9xzzz31Hjdx4sQO1ZUKUbTESEFBAZMmTcLn85GVlUUgEOCJJ55g48aNrF27ttZ1Y7Zv387EiRNxOp3cd999ADz11FOceuqp/PDDD81ew0YIIUTb8R6z8X25amJbXjkxNhMpDjtOuwVVrX9bqGjU1sGbaHtRE8QtXLiQ3NxcNm3aFIrUx44dy7Rp03j55Ze55pprajzvmWeeoby8nFWrVjF8+HAAJk+ezJgxY3j66ad54oknWu05CCGEiBxN0wm4w3d+KLBY2X0kH5dWjopCskXl1P4ZdHFW3+VAiGgXNd2pS5cuZeLEiWFNrVOnTmXgwIEsXbq01vOys7NJTU0NBXAAo0ePJiUlhU2bNrVonYUQQoTTNS/eiv343HkEvMVofleTywr4dYxA1aLBOuAzmwnogZ8fG5hMPnzH7NMqREcRFUFcUVER2dnZjBw5slreiBEj+O6772o9d8CAARQWFoaNnSssLKS4uJju3bu3SH2FEELUTNe8aL4yAp4CfK5D+FwHm1yW36eh+44K0MwKAcWMRsfZ+F6IukRFELd/f3BPuIyMjGp53bt3p6SkpNZNb++66y569OjBpZdeysaNG9m0aROXXnopVquVm266qUXrLYQQIlz17baaPq7L59PAX1WeYVbwoYQ2vlcxsFlVHFG88b0QdYmKMXFlZWUAOJ3OankOhwOAiooKEhISquX36tWLe++9l//7v//jxBNPBMBkMvHWW2+FdbEKIYRoeboePoZNVZu+Z6rPG0A/qjtVMym4DYPKVXBNGNjMZuwSxIkOKipa4iqnBNe18W1tefPmzeO6667jlFNO4bXXXmPJkiWMGTOGiy++mP/85z8tUl8hhBA1M44Zn6aoTW+Jc9jNJHRPxpEYg8lmwa+o+NWqJSRMik6c3R71e6YKUZuoaImLjY0FwO12V8urTKtpW5Pi4mKeeOIJRo0axYoVKzCZgnvzXXLJJYwePZprrrmGPXv2YLPV/S0tKSmJpKSkWvN1Xa9z7RlVDf4HUrlVjIhOch+jn9zDtleiH8bQqoKqmMQuWGyN222g8j72GdADBlQtdPv17iOY9udiDQQDwziLmfTUri1yvxVFCdWjJmZzVHy8RsRTTz3Fhg0bePXVVxt0fG5uLkOHDuW9995j4sSJdR7r9Xp56qmnWLJkCfv27aNHjx5cdtll3H333aGlxebMmcPQoUO566676iyrodtu7dmzh4cffpiPPvqIw4cPk5CQwLhx47jjjjuYMGFC6Li5c+eycuVKcnJyGvS8W0JUfD2pXL354MHqA2APHDhAYmIiMTEx1fJ27tyJ1+vl0ksvDQVwABaLhcsuu4zDhw+zbdu2lqu4EEKIEMPQq7XEqaamd6eGl21gMpkwmQ0qG94cFhWHRSY1tKStW7cyf/58FixY0KDj9+3bx/Tp02sdx36sm2++mUcffZS5c+eybNkyfvWrX/HYY49x/fXXh4557LHHeOyxx9i6dWuTnsPRDh06xLhx4/jhhx/4wx/+wCeffMKf//xn/H4/kydP5p133gkdO2/ePN59991mX7M5ouKrQmJiIn369GH9+vXV8jZs2MCoUaNqPK+yhU2rYfXuyjQ9AtuzuN1uXK7ap8lHw2bNon5yH6Of3MO2pWtePOXlYWmauQJFqd7LUpfa7mP/WIW+/XtT5vdS4HJhGF4Mt0ZhIPL32+l01th40BrKi3aTvfEV/N7SanmKaqZbn8mk95veKnXJyspi9uzZ9S6cr+s6S5Ys4Y477mjwrgkFBQX85S9/4fHHH+fOO+8EYMqUKQDcfffdPPbYY6SlpZGens7s2bPJyspi2bJlzXo+f/3rXykuLmb79u1hPXwXXHABY8eOZd68ecycOROAfv36NetakRAVLXEAF154IZ9++mlYy9mnn37K9u3bueSSS2o8Z8iQIaSnp7N48WI8nqpVvT0eD0uWLCE1NZWhQ4fWe+2ioiLy8vJq/akrgBNCCFFJwWxLRDU7UVRL8CfC49VUVSXB5qBvUgr9ktOJsVSfEBcJLperzs+FoqKiFrkuwKHdn9UYwAEYeoCiQ9+32LWPtnnzZt5//31mz55d77EbN27kuuuuY86cObzyyisNKr+0tJTrrruOc889Nyx90KBBQHAd2EqXXXYZ77//Pps3b27EM6ju0KFDKIpSrfHHZDLxhz/8gd/85jehtLlz55KZmdms6zVX1ARxd911F8nJyUyZMoWFCxcyf/58LrroIkaOHMnll18OBG/oq6++GrqxJpOJ559/nm3btjFmzBj++Mc/snDhQkaNGsW2bdt45plnsFgi05QvhBCibqrJitXZDXtcLxwJ/bDH923rKkUdXfNRkl/VbWi2xlY7psdxM1qlLq+99hrdu3dn3Lhx9R7bq1cvdu3axcKFC2tcaaImffr0YdGiRQwcODAs/b333sNisXDccceF0saPH09GRgavv/56457EMWbMmIHb7Wbs2LE8+eSTbNiwIRTQTZs2rd0tTRY1QVxaWhqrVq3ixBNP5L777uOZZ57h/PPP58MPPwx1m65atYorrriCVatWhc674IIL+OSTT0hOTubee+9l3rx5JCUlsXz5ci677LK2ejpCCNHp1bXigKhZWeGu0O89Bp5HbGJmWH7v42eRkHZ8q9Tls88+Y/To0Q26j8nJyfTo0aPe4+rz7rvv8vLLL3PddddVm3BYOYmxOc4880z+9Kc/cfjwYe68805GjBhBcnIyM2fO5JNPPmlW2S0hKsbEVRo4cCDLly+vNX/u3LnMnTu3WvrkyZOZPHlyC9ZMCCGEaHkmixNQsNjicJcfpPhIVfdh977TSO0xttXqkp2dzcknnxyWFggEwh6rqlrnLN7GeOedd5g9ezannnpqjRMpMjMz+eqrr5p9nRtuuIG5c+fy0UcfsWLFClauXMm7777Lu+++y2233cZTTz3V7GtEStS0xAkhhBAQnIlaXlyOr6wCIwKT06JJbGImQ065k+TuIyjYvzaUHp9yHPaYLhh69Yl8LaWkpKTa5A6LxRL289BDD0XkWk8//TSzZs3ilFNO4YMPPsBurz7rOCYmpsGzXuvjdDq54IILeP7559m8eTM7d+7ktNNOY+HChc0edxdJUdUSJ4QQQvi8Gj/9sJeSvftQVbDYzGT0S8XZu2dbV61VVJTs5XDOytDj+NRBuMsPsXvTa/g8xXTrM6lV6pGamkpxcXFY2rp168Ie1zdrtT6GYXDzzTfz3HPPcemll7J48eLQ+nDHKioqIjU1tcnX0jSNfv36ceWVV/Lggw+G5fXv359nn32W4cOHs2XLlgZNimwNEsQJIYSIKj5fAOPnje91HfzeAJrfX89ZHUNJ/nZyNi8NPXbG96RLz1PYteFvACiqqbZTI653797s27cvLK22Jb+a6t577+W5557jtttu48knn6xz/F1ubi69e/du8rVMJhMZGRn8/e9/56abbiIlJSUsf/v27QDtJoADCeKEEEJEGZ83gO6r2oO1wmLik7wKPOU/Eme1kmK3M7hbEknO6jM3o1lFaS671v81LC2p6zCyN1Yt2ZHYpfUCjOnTp7No0SIMw4jIJJXS0lK2bNlCv379SEtL4/vvv+fxxx9n9OjRzJo1i2+++Sbs+OOPPz60lpthGKxevZrf/va3zarDs88+y8SJExkxYgQ333wzw4cPR9M0Vq1axdNPP811113H8ce3zsSRhpAxcUIIIVqcrvvRNV+DF3qti8+rofurgriACm4FyjUfB93l7Cw+zKGKw82+Tnui6wF+2vD3aun7dy5H14KvhcWeiM3RelvKXXjhheTn57N27dr6D26A9evXM378eD744AMgOJHBMAzWrVvH+PHjq/0cvQHAunXryM/P56KLLmpWHUaOHMmGDRuYOnUqzz//PGeddRbnn38+H330EU8//TSLFi1qVvmRJi1xQgghWlzAW0TAUwiKgqJaMFsTsNhT6j+xBl63D91fNQvSTzCQq2RWDGLtLbPIb1sx9ACa5qvzmK69Tm2l2gSdcMIJzJgxgxdffJGxYxs+K3bixIk1BvMTJ05k3rx5oUkLDz30UIMnRrz44oucd955EWkl69+/P3/729/qPW7x4sXNvlZzSRAnhBCixRmVAYhhYGg+DKPps0q9FVXbdBmAV1HQTFXl2c0KDnPH2jPVZLYzeOzNuEpza82PTx1YY15Lmj9/PqeeeioPPPBAaJ/zpjpw4ABvvfUW//3vfxt13r59+3j77bf54osvmnX9aCRBnBBCiBan68dsfK82bbccXTfwubyhxxqgoRCgKohzWMBhtjWp/PbMHpOGPSatrasRZtiwYdx7771kZWXxxhtvNKus5ORk3n777UYHg/fccw9ZWVkMGzasWdePRhLECSGEaHHGMUGcota8TER9/D4tbFKDX1Hxm6q65hTAZlGxmzpeENdeZWVlRaQcu93O4MGDG33eq6++2qDjauvGjWYSxAkhhGhRhh6AY7pPFVPjWuK8ngB+n0ZsvI0hpw7CW+7m8L6DHCl3s+twCYbfi2JRMKETa3NgasWlNoRoKzI7VQghRIvS9WMG5CsKitLwNgSvJ8AH/9rKv1//kfJSL2aziZjEWBIzUtBi4ynZUI6+wYfhNzApBgl2R4SfgRDtkwRxQgghWlT1rlRLo9YV8/s03C4/pcVe/v36j5QWByc2lJd6+W7ZLgy3jlVT6WZ3kuSwEmfrWDNThaiNdKcKIYRoUfoxS2OojRwPFxtv47zZQ34O4Ly88sIazrvkRP79+o+UlXiJTwzmx8YHx8F1tHFPQtRGWuKEEEK0KIs9FXt8H2yxPbA4u2KyJjS6jMpALj7RRnGhi5cXfU1pcfUADojI7gFCRAMJ4oQQQrQoRVFQTTZMllgstiTM1rgmlRMbb2PKjAFhaVNmDAgL4IToTCSIE0IIERXKS72s+M+OsLQV7++kvNRbyxltT9ebvqixEPWRIE4IIUS7V17686SGEh92fxkjc5cTn2ANTXZor4GcjM8TLUmCOCGEEO1aeamXf7+2mdJiLw67woj9/yXBk8fU05OIi2//gZwQLUVmpwohhGjXLFYTHM7FbnIwPOe/2AMuAIqfXsAws5P1Gb/A4YwNHidEJyJBnBBCiHbNZjdz0oFPCSgW7JorLM8ecDEi97+k3/gIJot0LonORYI4IYQQ7V7m438gd8dh/Pv3Y1n+OgA7L7yEQ4lOUMDYvZ3ByXZO7dP4vTeFiFYSxAkhhGgxPnceGDqKakE1WVFNdhS18R89AUwYugGmqnM9FjO6NbgHqwkDu7TEiU5GgjghhBAtRvOVhm27ZY3JaNI6cT6vhuEL3/nBq1YFbSZ0Ehyy3ZboXCSIE0II0SIMQ6+2b6qqWppUltejoXu8YLZguvRGih0mvFSE8k0KxNsliBOdi7Q9CyGEaBHHBnAAiqlx+6ZCcK01r8uLEQiE0rxAwFy1vZbNbBBjsTepnkJEqya1xP32t79l9OjRjB49msGDZRCpEEKI6qoFcaoZRWl824FhQGqXGCroiqfUhaGpeBUvqFVLitjNKnazbL8lOpcmBXF/+tOfQhsMx8bGMmLEiFBQN3r0aDIzMyNZRyGEEFFI18LHsDW1K1VVFRJSY0hIjQHAEhPHrk0/QdF+ABQgzmrB3IQJE0JEs2a94w3DoKysjFWrVrFq1apQenJyMqNGjQoL7Lp169bsygohhIgex7bEKU0M4qpRFOIdJhzlZrwBDcXQSbA7IlO2EFGkWUHcc889x/r16/n222/ZsmULmqYBUFBQwMcff8zHH38cOjY9PT0sqBs1ahSJiYnNqrwQQoj2S682qaHx4+FqEmc1c/aQARQWplDh91HqceGwSCuc6Hya9a6//vrrUX+e4u3xeNiwYQPffvtt6Gf79u3oug7A/v37OXDgAP/+978BUBSFwFGDVIUQQnQsJrMDBdB1H4buRzFFqCXuKDEWKzGWyASHQkSbJgVxBw8eZM2aNaEADsButzN+/HjGjx8fSisvLw+11FX+/PTTTxiG0fyaCyGEaNcs9pTQ75H8f39PiYsKv0Y3WV9BdHJNCuK6du3KeeedV+9xsbGxnH766Zx++umhtIKCAtLS0ppyWSGEEFGqcjJccxV7AzyzeRc+TefqQV3oFy/LiojOq9W/x8g4OCGEEE31wd4ifFpwmM6ynEI0XXp2ROfVKkHcnj17+PDDDwEwmUy89NJLXH311a1xaSGEEFGsvNRLUc5B3AXF7Cgs58ciN6oCTouJPE+A1YfL2rqKQrSZiE3n0XWdnTt3snXrVrZu3cqWLVvYunUr27dvx+VyhU1k+NWvfsWvfvWrSF1aCCFEB1V4pJzS7blowPKkFDCbmZCeRM+kWJZs3seK/SWckOIkwSqzU0Xn06R3/caNG8MCtS1btrBr1y78/vDp5DKBQQghRFPpuoG33APANoeTMrMZm65RtqecXbkVJJtVCjWdD/cWc0n/1DaurRCtr0lB3EknnRQ2SLW2YE1RFCZPnsygQYMYNGhQ02oohBCiU/J5A+heL+WqwiZncLeGQ9sKyTkS3PjeHGsldWR3Nha6GF3ipl+CLPgrOpdm79jQvXt3+vfvH/ZTWFjI9ddfD8Ann3wSkYoKIYSIHrrmRVEtTdortZLPq6F5PLzv2I+udkHX3Sg938PRs+qYgHY2FnM6L2/5jgfHnRKxWbBCRINmBXGKojBkyBCeffbZsJa2zz//vNkVE0IIEZ3K8r+nPG8DAX8JhuYFQDU7scX2JCljMmZrfIPK8Xo0/D43RaYtxBtDUFUHVvNx+AI7ADCpaZhN3QEo8n6PTx+DzSQL/4rOo0lfkZYsWUJGRgaGYbBixQpOPPFEbr/9dsrKZJaQEEJ0ZlrATdG+j/B7joQCOAA94MJdvJ3y/A0NLsvr9uH3ejEMFx7vegDiHKdxUsosRqRcRErM2SiKgs+/A007zKECV8SfjxDtWZOCuMsvv5wdO3bw4IMPEhMTg9/v55lnnuG4445j8eLFMqFBCCE6KXfJrjrzY5KGNKgcwzDwlrlx/7w7o9e/mTg9gIZKkeakXHfgw4JFAbd3LQD5Jb5m1V2IaNPkwQp2u5158+axY8cO5s6di6IoHD58mKuvvprLL788knUUQggRJdwlO0O/W+zhM0a79L8Ei6Nhs0h13cBsAru9cr9Vg96+4ISGEs1CfsAGwLg0C4bhBsBhk324ROfS7Hd8t27d+Pvf/863337LpEmTMAyDgwcPhvJfeeWV5l5CCCFElHAk9Cf40aLg9+SH0lMyz8Ee17vB5ZhMKr2HpDNs6gmhtJ/2+3DiARR0FByKH+2IJ5Tfu1tsBJ6BENEjYl9bTjrpJFasWMF7773HgAEDQulz585l1KhRrFy5stnX2L17NzNnziQ5OZnk5GTmzJlDXl5evefl5eVxzTXX0LVrV+Lj45k4cSJr1qxpdn2EEEKEi005gZiUoUD4sJriA5/j9xQ2uryjZ5tm76ugcEsx/Dxkx8gt5Z2V+0L5ZpO0xInOpUnv+PXr16NpWo155557Lps3b+bpp58mKSkJwzBYv349U6dObVZFCwoKmDRpEmvWrCErK4vbb7+dZcuWMW3aNHy+2sdBlJWVcfrpp/Ovf/2L66+/nocffpj9+/czefJkNm/e3Kw6CSGECFdesJmKgo2hxxZHFwA0Xyneitxmla2oGkVHPOR9e4D8DQfZvbMMQ635s0iIzqBJS4yMGjWKmJgYSktLa1yTx2w2c/PNN3PllVfywAMP8Oc//zm05VZTLVy4kNzcXDZt2sTgwYMBGDt2LNOmTePll1/mmmuuqfG8xx9/nO3bt7Ny5UpOP/10AH75y1/St29fFixYwJIlS5pVLyGEEEGe0hwK935wVIqC5qtatcAel9ms8u3DPwt7LBttic6uyW3PLper3lmoiYmJPPPMM2zevJlzzz23qZcCYOnSpUycODEUwAFMnTqVgQMHsnTp0hrPMQyDxYsXc/bZZ4cCOAiO43vyySc57bTTmlUnIYQQQbrmJW/3u8ekGuhacNKBolobvD7c0ayqhX4Jveo9rl9CL6yqpd7jhOhImvVFZtasWYwePZpRo0YxatQoEhMTazxuwIABvPvusX/cDVdUVER2djYXXXRRtbwRI0awfPnyGs/Lyclh//793HXXXUAwqKuoqCA2NpYbbrihyfURQggRzjA0FEWltq/2iekTmlSuoijcNvLX+PSqvbmTkpKA4GdDJatqkd0aRKfT5CDOMAzee+893nvvvVBanz59QgHd6NGjGTlyJLGx4bOFNE0jIyODcePGhZ1bl/379wOQkZFRLa979+6UlJRQUlJCQkJCWN7OncGp7l26dOHOO+/kL3/5C6WlpfTr14+nn36ac845pxHPWAghRG1MZifdBl1FwFtULU9RLVid3ZtctqIoYTsx2M3B5UVkdwbR2TUpiHvmmWdYt24d69atY+fOnaFu1ezsbHbv3s2bb74JBP/wBgwYEArsRo0axQknnMCRI0f4z3/+0+DrVe4E4XQ6q+U5HMENjysqKqoFccXFxQDMmzcPi8XCH//4R0wmE0888QTnn38+H330UbMnXAghhAgyW+Ob1GV6rEBAw4SBYpZRb0LUpUl/ITfddFPo99LSUr799ttQULdu3Tr27QtO+TYMg+3bt7Njxw5ef/11AFS18cPwKoPEuprKa8rzeoNbvhQXF7Njx45QE/w555xDv379uOeeeySIE0KIdmb/rgIqdu/B5rBgj3OQkBZHbK/0tq6WEO1Os7/mxMfHM3nyZCZPnhxKO3LkCGvXrg0Fdd9++y35+cFFH2tbmqQulV2ybre7Wl5lWnx89W9/MTExAMycOTMUwEFwwsW5557Lyy+/THl5ebUu32MlJSWFnX8sXdfrnORRGbgmJyfXeR3Rvsl9jH5yD9s/QzfYrx/BarVjaOAu9pES6wm7Z+3hPiqKUmejhFlaEUUraJF3WZcuXZgxYwYzZswIpeXk5ISCurVr17J+/foGl9erV3Bm0tE7QVQ6cOAAiYmJoYDtaJVj6Lp06VJjHQ3DaFAQJ4QQonV4vQE0t7fqMbC2wo973fd0jY0lPSGBPqnJOOwyE1WIVvuqkJmZSWZmJrNmzQKod3mSoyUmJtKnT58aA78NGzYwatSoGs8bOnQoNpuNH3/8sVre7t27sdvtpKWlNbgetXG73bhcrlrzK78tFhY2frVy0X7IfYx+cg/bv7ISL+XFxeie4HZabouJgz6NkmIXe4oLMOUajO/TjVP7D23T++h0OmtsPBCiNbVZe29jp4JfeOGFPPPMM2zbto1BgwYB8Omnn7J9+3buvPPOGs+JiYnh3HPP5b333uPHH39kyJAhQDCAW7ZsGeeffz4mk6neaxcVFTV7sWIhhOjofK7DGIaGarKimGyYTA4UtXEfMx6PH91b1RIXMCu4j1q4xIROamzzJ080l8vlqvPLe+WEPCFaUtR02t91110sWbKEKVOmcPvtt+PxeFiwYAEjR47k8ssvB4KzY1evXs3JJ59M3759AViwYAErV65k0qRJ3HzzzVitVv74xz/icDiYP39+Wz4lIYToUDR/OYbup3LkszUmvdGzVT2l7tDeqAAewH/Ud22zYpAWn1D9RCE6oajZLTgtLY1Vq1Zx4oknct999/HMM89w/vnn8+GHH2KzBdcMWrVqFVdccQWrVq0KnZeZmcmaNWuYMGECTzzxBI888ggnnXQSq1evDgV6QgghmscwNIyjFuQFUE22RpfjLatq3dIBlwrGUZ9UDgsk2KUbUwhoYkvca6+9xpgxYxgwYECk61OngQMH1ro7A8DcuXOZO3dutfS+ffuG1q4TQggRebrmDU9QFBS1cYvx+v0agaMmNfgUBe9Rn1IKkGSzYW5kF60QHVWT/hKuuOIKFEUhISEhtDvDmDFjGD16NOnpspaPEEJ0NobmC3usqNZGj302m1Uyh/fGXVSBp7SCw2Ue3HoF/DwmzoROckzbj4cTor1o1rZbxcXFrFixghUrVoTSu3XrFgroKv89dicFIYQQHcuxLXFN6UpVFAW704bdaYOMZCqKXHh3/wRGcGKZSTFIiYmLSH2F6AiaFMT97ne/C+3ScOwU74MHD7Js2TKWLVsWSuvfvz9jxozhlVdeaV5thRBCtEuRCOKO1cVpZVi3ZI5UuCj2eDHrGklOGQ8nRKUmBXEPP/xw6Pfs7Oyw3RnWr19fbdr1zp072bVrlwRxQgjRQel65IO4eJuZ0enBRdsNw8Cr+bCaZJFfISo1e3Ro37596du3L5dccgkQ3ILqxx9/DAV2a9euZfPmzU3abksIIUT7ZxgGFlsyuubD0LzourfRkxrqoygKdnPzA0MhOpKIT/FRVZVhw4YxbNgwrr76agA8Hg/ff/99pC8lhBCiHVAUBYs9JfTYMIxGT2oQQjReq6wTZ7fbGTduXGtcSgghRBuTAE6I1hE1i/0KIYQQQogqsmKiEEKINnf4pyNoJcXY4p04EmKwJcRgskZ2XJ0QHY0EcUIIIdqUYRgUHynBX1gCB0sA6N4znpQTBrZxzYRo36Q7VQghRJvy+zQ0T9USJWWKwo8eD9sP51Pq8qIbRhvWToj2S1rihBBCtCmfV8PwVm3bVaqq7NU8bMvdh4JCklnl7OOPw2Gxt2EthWh/JIgTQgjRZFrADYaOarKhNHFjeneZB+PntUQNwKXoGCbzz48NFNWLxSQfV0IcS/4qhBBCNFnAW4jmKws+UM1Y7ClYbEmNKsNbWhH63aco+BQNTFWTGpLsdsxNDBCF6MhkTJwQQogmC9szVQ+gNOFjxV1atVWjT1HxmqrGwJkwSImJbVYdheioJIgTQgjRJIahY+j+sDTF1LhlQQIBHb+rKhB0AX5zVRBnRidVgjghaiRBnBBCiCYxNB8cM3O00RvfGwZJ3RNwpsZjsllxGaCZq3Z8sJgMkpwSxAlRExlkIIQQokl03Rv2WDFZUZTGtQ2YLSa6D+oBgF/Tyd55AMrzQvmxVlU2vheiFtISJ4QQoknCxsMBqtq8HRYMICnGTKzdiklRUIAUhxO1kYGhEJ2FtMQJIYRokmODOKWxXanHsJpUTu7ZjZN7dqPC5yXPVU6sRT6mhKiN/HUIIYRomuaOh6tDjNVGjFW6UYWoiwRxQgghmsQe1ys4Q1XzoWteVLOjraskRKciQZwQQogmUxQVxWxHNcuWWEK0NhktKoQQQggRhaQlTgghRJsozyvGpBjYEmJRLZa2ro4QUUeCOCGEEK3OMAxytx4gUFaBqoDVYabbcenEZnRt66oJETWkO1UIIUSrC/h1NE9wiRLNgCOlXso9PnTdqOdMIUQlaYkTQgjR6jwVXgx/AICAopCtKvxYcBhbSTGJdhsndEkiMzWtjWspRPsmLXFCCCFanaekPPS7V1HwKwEM1YTHCHDEXU6Zv7yOs4UQIC1xQgghGsnvKSDgLUY12VBMNkxmJyZLTKPK8JS6Qr+7DQiYDfh533szBikxsum9EPWRIE4IIUSj6JoXQ/ej6X7wl4NNa3wQV+YJ/V6uG+g2pTKGw6rqJDokiBOiPtKdKoQQolGau2eqpun4K4JBnA6UY4C16uMo1mbCIYsHC1EvCeKEEEI0mGEYGLovLE1VGxfE+b0BFFUBBfyKgk/XUI7a6D7V6URRlDpKEEKAdKcKIYRoBEP3NXvje7vTyqApJ+Bz+8nNK0HbvRfMwTYFEwapMh5OiAaRljghhBANVq0rVTWjqKZGl6MoCjanFSU+FiXRKpMahGgCaYkTQgjRYM0dD3esvkkOuscN4nBFBYfKyvEH3MTZnM0qU4jOQoI4IYQQDWYcE8Q1tiu1Jg6zhcyERDITEptdlhCdiQRxQgghGsxsT0G1xGBoXnTNi2qSWaRCtBUJ4oQQQjSYyezAZHa0dTWEEMjEBiGEEEKIqCRBnBBCiFZj6HpbV0GIDkO6U4UQQrSanZ9vwqQY2OMc2OOcxPdIw+KUcXVCNIUEcUIIIVqF3xvA5/aBAe4KP/rBEpypCRLECdFEUdWdunv3bmbOnElycjLJycnMmTOHvLy8RpWxceNGrFYrDzzwQMtUUgghRI08xeXw82YPBYrKtz43/83N5Yvsvew6UohuSFerEI0RNS1xBQUFTJo0CZ/PR1ZWFoFAgCeeeIKNGzeydu1arFZrvWUEAgHmzp2L3+9vhRoLIYQ4mru0IvR7qW7gs6nk+b3kFXnZV5pHRvIQ2fheiEaImiBu4cKF5ObmsmnTJgYPHgzA2LFjmTZtGi+//DLXXHNNvWX84Q9/4Mcff2zpqgohRIeja140fzmqyYZisqGqlkaX4SlxAcHGuAp0sFR1BsVaVewRWDhYiM4karpTly5dysSJE0MBHMDUqVMZOHAgS5curff8TZs28cgjjzBv3ryWrKYQQnRIWsCF352HtzwXT8lPeMr2NroMT7kHgICi4NF1lKOCuNQYB4qiRKy+QnQGURHEFRUVkZ2dzciRI6vljRgxgu+++67O8wOBAFdddRXTpk3j8ssvb6lqCiFEh3XsdltKI1vitICGzxUsw42CTw+ANdgZpGKQJpveC9FoUdGdun//fgAyMjKq5XXv3p2SkhJKSkpISEio8fzHH3+cnTt38t577xEIBFq0rkII0REdu/G9aqp/HPLRPCUVYARnNbgMA10xUK0mAMwYpMTGRaaiQnQiUdESV1ZWBoDT6ayW53AEt3+pqKiolgfw448/8tBDD/Hkk0/So0ePlqukEEJ0YNWDuMaNX7PFOekxvB8pfbvhjbGDVQU12H3qsECspfr/70KIukVFS5zx87e3usZL1JSnaRpz587l1FNPbdDEByGEENXpmg+OWf5DaWQQZ7aaSUxPJr57EppioFZUrRKQYLdgNTV+ooQQnV1UBHGxscGxEm63u1peZVp8fHy1vMolSL788kvy8/OB4Pg6AJfLRX5+PsnJyahq3Q2SSUlJJCUl1Zqv63oo0KxJZfnJycl1Xke0b3Ifo5/cw6bxe0sx61Vj1hTVREJq1yaVpRsG04ZYyCmM51BpBQVuF/26xTfqnrSH+6goSp2fHWZzVHy8iigXFe+yXr16AXDw4MFqeQcOHCAxMZGYmJhqef/973/x+XyMGTOmWt4TTzzBE088we7du8nMzIx4nYUQoqPQAp6wx2oz1nJTFYWMhHgyEqq+eMsiv0I0TVQEcYmJifTp04f169dXy9uwYQOjRo2q8bynnnoq1PJW6fDhw1x++eVcccUVzJkzh27dujW7fm63G5fLVWt+5bfFwsLCZl9LtB25j9FP7mHT+L1lBLx+DN0HhoHZZsFvtN1r2B7uo9PprLHxQIjWFBVBHMCFF17IM888w7Zt2xg0aBAAn376Kdu3b+fOO++s8ZyaliTJyckBoG/fvkydOrVB1y4qKpJZrUKITstiS8JiS8IwjGAgh6zn5nK56vzyXjkhT4iWFBWzUwHuuusukpOTmTJlCgsXLmT+/PlcdNFFjBw5MrT2W3Z2Nq+++irZ2dltXFshhOh4FEVBNdkavbyIEKJlRE0Ql5aWxqpVqzjxxBO57777eOaZZzj//PP58MMPsdmCs6RWrVrFFVdcwapVq9q4tkIIIYQQLStqulMBBg4cyPLly2vNnzt3LnPnzq2zjMzMzDpnkgohhIgcwzA49MMurDF2HIkx2BJiMVmlJU+ISIiqIE4IIUR08Ze7KNhfHHqsKNB/4jBszqbPcBVCBEkQJ4QQosW4i6t209ntD6AbGqbSMrobEOe0ocqm90I0mQRxQgghWoynNBjEBYACBTw2hcP7c1GA4d0SGZXRp03rJ0Q0i5qJDUIIIVpXcEkRrVlleEqDy3B4UPAZGpiDHzsKkGRv3NZdQohw0hInhBCiRrrmwVu2B0U1o5hsqCY7Vkdag883DANPeXC3hwrdQFcMsJoAMGOQLIvlCtEs0hInhBCiRobmDf6rB9D9FWj+xi1gq7k9BHzBLbXKDAMdHeXnIM5hNYi1OCNbYSE6GQnihBBC1EjXfGGPVVPjuj89JRUYgAFUYICioliCHzsJNisWkyVCNRWic5IgTgghRI103Rv2WFUbF8QpFjMxqQloNiseQ0cxq6Edu7rESiucEM0lY+KEEELUSNfCgzilkS1xMamJ9ElNZH+pB2PbDlTND4CKQZeY2IjVU4jOSlrihBBCVGPoAdADYWmN7U6t5LCY6JkSS0KcA5OqYlMNEh0SxAnRXNISJ4QQoppjW+FQVBS1aWPYkh0WzujXF4AKv49SjwunxdHcKgrR6UkQJ4QQoppjgzjVZEWJwO4KMRYrMRbZO1WISJAgTgghRDVmWyKq2YGhedE1H4oqHxdCtDfyVymEEKIaRVExmR1glm5PIdormdgghBBCCBGFJIgTQggREV5PgPJSL1pFBdt/fR3bf30dujc4tq681IvXE6inBCFEY0h3qhBCiGbzegJ88K+tuF1+zpjaNZT+06ofICaeb35w4YyxcPbFg7HZ5aNHiEiQvyQhhBDN5vdpuCt8lJb4WL48lxPNTuwBFzkHy9iXp+H1g6IEj5MgTojIkO5UIYQQzRYbb2PoD69h95dR4dJZn/ELSuxp5O4JBnB2fxlxYxxYY5q/TIkQIkiCOCGEEBFhD7gYsf+/2P1leCxxfNfjLDyWOOz+Mkbs/y9uixsFCeKEiBRp0xZCCBFiGAY+1wEU1YpqsqGabChqwxb6HfCnP+I9fAT3lzls2FuV7jsxgXXTLqGHzYLF1LRdH4QQ1UkQJ4QQIsTQfWi+srA0R+IAwFTvuarNxpHcErYeDD9WzzYgxUKXmJhIVlWITk+6U4UQQoQcu92WolpQlPoDOIDSvFL+900ZHr8CTj/m9GI0pwIeA/1bH/HYW6LKQnRaEsQJIYQIqRbEmWwNOq+81Mt/3tqJ2wtWu8LhUT3ZPWgIxSNTwKGA2+DrZQcpL/XWX5gQokEkiBNCCBFiVNv4vmFBnMVqwhFjJT7RRtIv+uAzB1vvXBYb3lFOVKeCM8aKxdqwVj0hRP0kiBNCCBFybEtcQ4M4q83ElJn90I6LZ12xBwDfz61uBwNOTIPMTL+oP1abBHFCRIpMbBBCCAGAYWgYuj8srSFBnGEYPPXdX8ku2UeM40wsag/8gb24lf9h1i/G5HDwo5JN1tf/pl9CL24b+esGzXYVQtRNWuKEEEIAoGu+8ARFQVGt9Z7n0/1kl+zDYu6DxdwDwwjg9qzGwIfHuxYAu20kiuLkp5K9+I4JFIUQTSMtcUIIIQBQFBWzLRFd86Jr3p9npja0xcyEwzYOgAnpCUxKvwUIttL9bVsh+13gsI3F5flfy1ReiE5IgjghhBBAsOvU6uwGBIMvDK3h5ypOVDUWgMGJsdhMVS14AxMd7Hf5MZnSIlthITo56U4VQghRjaIoKGrDv+frRhk+/y4Alu8tQjcMAEp8Ab48FFw82OvdEPmKCtGJSRAnhBCiyfzFJRz8IRi8ub3fgG6wr8LHhvwKAJbvLcanGwRKvfgCO9uyqkJ0OBLECSGEaLKyA3kUHSwBwDBclO4uAuCDPUWsP1zGpkIXGAZFOwrasppCdEgSxAkhhGgSQ9MoOVwSlubaX4q/3I9HN3gzpxCAitwKYn7uXhVCRI4EcUIIIZrEV1iM262HpQ0cokJ+sDVOURR0v8aoRAt3zB7UFlUUokOT2alCCCGapORAPvoxDWx7rB9BCjj8p2OzDMQd+Jyv+Ymv17dNHYXoyCSIE0IIgRZwo6hmVNXSoON1v5+yvOCsUzMmErVkik2FoXy35ws83u8wjIqw8/ol9MLawGsIIeomQZwQQnRyhmHgLd8Hhg6K6ef14rrWueWWJ68QjzfYDOdFYYB7PO4UFcUeXBw4I05hQuZA7ObwMqyNWkBYCFEXCeKEEKKTM3R/MIADMDT0gAtFqXuj+tIDBVT2pBZoCj4LmO0WUIKDrQekJJJgi2vRegvR2cnEBiGE6OR0zRueoJrrXeg3oX8vknulodgs5Bsaul2FnxvYEu2QHpfaQrUVQlSSljghhOjkDD08iFMbsOm9IzEWR2IsWk8Xvh93opqrZqn2iLcTb42NeD2FEOGkJU4IITq5Y1vi6hoLd6yucXZGH5dBalwMCgpOE/RN6SLj3oRoBdISJ4QQnVxzgjirSWVoWipDUlM4VFFBgauIZHtCpKsohKhBVLXE7d69m5kzZ5KcnExycjJz5swhLy+v3vM++ugjTjvtNJxOJ7GxsUydOpU1a9a0Qo2FEKJ9Mww9OLHhKEojgrjQOYpC99hYhnbpibme8XRCiMiImr+0goICJk2ahM/nIysri0AgwBNPPMHGjRtZu3YtVmvNYzg+//xzzjzzTIYMGcKjjz5KIBBg0aJFTJgwgS+++IIxY8a08jMRQoj249gADhrXEieEaDtRE8QtXLiQ3NxcNm3axODBgwEYO3Ys06ZN4+WXX+aaa66p8bxbbrmFnj178s033+B0OgGYM2cOgwcP5ne/+x2ffPJJqz0HIYRob1STDUfCcRi6D13zYuh+FCWqOmmE6LSi5i916dKlTJw4MRTAAUydOpWBAweydOnSGs8pKirihx9+4OKLLw4FcABdu3ZlwoQJrF69usXrLYQQ7Z2iKKgmG2ZrPBZ7Sq3HGbpea54QovVFRUtcUVER2dnZXHTRRdXyRowYwfLly2s8Lz4+nu3btxMTE1MtLz8/H7M5Kp6+EEK0OUPXyfniB1S7ncT0ZOK6p6DK/6FCtKmo+Avcv38/ABkZGdXyunfvTklJCSUlJSQkhM+IMplMDBgwoNo5Gzdu5KuvvuKMM85omQoLIUQH4ysuwVUewCgv58jBEuzWvfQ7dSjOeEdbV02ITisqulPLyoKbLB/dJVrJ4Qj+B1JRUVEtrybl5eXMmTMHgLvvvjtCNRRCiI6teH9wmy3NgC0YrPW7WXf4EEUV7raumhCdVlQEcYYR3KGvrsUjG7KwpMvl4txzz+WHH37g7rvvZsKECRGroxBCdFSGrlN6uASAwoCBRwngj7GyvbSYt7dtZW/J4TauoRCdU1R0p8bGBrdvcburf+OrTIuPj6+zjOLiYmbMmMFXX33Fr371Kx599NEGXz8pKYmkpKRa83VdDwWaNVHVYKycnJzc4GuK9kfuY/STe9g0ZQeOoChW7HYo1D2AgjXeiWoxEWdX6Zfekzhb622z1R7uo6IooXrURMZci9YQFe+yXr16AXDw4MFqeQcOHCAxMbHGyQuVjhw5whlnnMH333/PtddeywsvvCBbwgghOjVdD1BWsAPDqD7jNC65HyZz1Vi3gj3BlraKgE4xARSzGcUeDGAyk2NbNYATQlSJiiAuMTGRPn36sH79+mp5GzZsYNSoUbWeW1ZWFgrgbr31VhYuXBjx+rndblwuV635ld8WCwsLI35t0XrkPkY/uYdVCvYsp6JwU4159vi+dOk3CwAjEOBgzkH8AYO9fg2v4kO12fH7/VgU6OVwtvrr2R7uo9PprLPxQIjWEBVBHMCFF17IM888w7Zt2xg0aBAAn376Kdu3b+fOO++s9bwbb7yR77//nptvvrnJAVxRURGBQKBJ5wohRHtj6FqtARyAaqpqhXMXluLXDAKGQT46oKA4LQCkxphJcdY+1KQjc7lcdX55r5yQJ0RLipog7q677mLJkiVMmTKF22+/HY/Hw4IFCxg5ciSXX345ANnZ2axevZqTTz6Zvn37snXrVl555RUSExM56aSTePXVV6uVW3muEEJ0Ft7yfaHfLfZU/J78ox6nkdxzeuixs0syAyY62fhjLt4jh1FUM4pFARQGpyWjyu4OQrSZqAni0tLSWLVqFbfeeiv33XcfTqeT888/nyeeeAKbLbjP36pVq7jqqqv4xz/+Qd++ffn888+B4KSGq666qsZyJYgTQnQ2uu4L/R7wFod+V81OuvT/JaopfC9qm9NOTK8UYm1eXJ7gufFWhZ4Jaa1SXyFEzRSjrmmVnVxRURGffvopI0eOJC4ursnltIfxG6L55D5GP7mHQYZhUHLoS0oPfwOGFkp3JB5HUsYUzNaaZ/v7NZ1dhUVsKyggPc7M2Iy+rVXlMNFwH8vKyvjuu++YOnVqnasbCNEcUdMSJ4QQIjK0QAXukl1hARyAu3gHimIiNfPcGs+zmFQGp6UwKDW5zmWVhBCtQwYzCCFEJ2IYBoV7luN3HwmlORKOC/2umqvvjHOs+tZIE0K0DvkrFEKITqTk0Go8ZbvD0twlO0K/x6ac0NpVEkI0kQRxQgjRibiKfqw1TzU7sdhlsoIQ0ULGxAkhRCeS3HM65QWb8LvzMIwAKCpmawKqyUFs6okoioLf5UHXNGxxspitEO2ZBHFCCNGJ2OMyscdl1nlMQfZB8vfk44y3k9AtifgeaVgcttapoBCiwaQ7VQghRIhhGJQeKsKv6XxzuJD1G39i/7bctq6WEKIGEsQJIYQIceUV4/NqHA5oFFlgpxn+5y5i1U+70XSt/gKEEK1GgjghhBAhJfsLMIDDSjBgU8wqfquJfF+FbLElRDsjf5FCCNGB6QEPuuZt2LGaRsmREkp8AVxqcDFfxWEBBQampqAoSktWVQjRSDKxQQghOijDMPC6DmLoPszWRCz2FBS19v/2yw4VogV0DugBjKOCOLtFZUByamtVWwjRQNISJ4QQHZTmK8HQvGAYBLxFuEuz62yVKzlQiDegU2QKBnCqxYRiVemTEI/VZGmtagshGkiCOCGE6IAMQ8fvyQ9LU1QLimqt9RzFZOKwrqEpP++L6jCjKgpDusoCwEK0RxLECSFEB+T3FGDogbA0q6NLnePaegzvR1mfRNREO6rVjBpjoUuMnWR7bEtXVwjRBDImTgghOhhd9xPwFoWlqZZYTJa6d2BQFIWzBvfnx7x8fioqpsLnY3BaSktWVQjRDBLECSFEB+N354OhVyUoClZHw7pE42xWxvVIZ3R6d/aUFtM7Pr6FaimEaC4J4oQQogPRdT+avzQsLbg3auO2zTKpCn0TkyJZNSFEhMmYOCGE6EBU1YI9LhO1sutUUbHYZXkQIToiaYkTQogORjXZsMf2RPOXY+hanWvDCSGil/xlCyFEB2WyyKxSIToy6U4VQohOxusJUF7qxTAMDv2Ygyu/GMMIrg1XXurF6wnUU4IQoj2QljghhOgkDMOg3O3hozd34nH5GTohjRW7D3LcB/+hz4kjsSYlsfY7F84YK2dfPBibXT4ihGjP5C9UCCE6AcMweOq7l9ibd4S+hWOxemN454CbQJcMVqelsaJoGZlfnYDNG0OJrxyfNyBBnBDtnHSnCiFEJ+DT/WSX7CVg9bB74DeU9DQRiHcAoChWkrTp2LwxeG0V7BjwJdZY+XgQor2Tv1IhhIhi3ooD+Nx5GIbW4HNmf5KPt2dwEV/nwQowDLxp8WhxGrsHfoPf5mmp6gohIkjayoUQIkppAReaL7iwb8BXgtWeismaUOf+qABbTjwdn91JXHERCdtcqJpBeY9YSgfE4Td5W6PqQogIkJY4IYSIQoZh4HcfqUrQA/g8eeHbbdXApKawc/AIAOx7/CgGJGSXovo0yhOTcKjDW7LaQogIkiBOCCGikOYvQw+Ed3ta7KkoqqnO8+y2caAoOI9UYC/wY/eXMTrnAxL3Blv07PbhWHyyX6oQ0UCCOCGEiDKGoeN354WlKSYrZmtiveeqWIPH+wyw6IzY/18SPHlkDg0Gboai0OunUVSU+SJebyFEZMmYOCGEiDIBbxGG7g9LszjS6h0LB+BxryMm7kwqMmKITfaybtIceiensDUvuNivc38hGG4s1rpb9IQQbU+COCGEiCKGHsDvKQhLU81OzJa4Bp3vJxfPkTLsXeLYr8Vi21LCrvgy1G6xaB4/R5wfox/nwWqb2hLVF0JEkHSnCiFEFDEMDdVkC0uzOrpUP06vfYKD17kMw/BhjrNR0Xs/StfgenEeYyUBazm6WbbdEiIaSBAnhBBRRDXZsMX2whqTjqJaMFkTUM32sGPydu4n56tN6P6qLleraqFfQi8ADMOFx7seALttOIpiwh/IxR/IAaBfQi+sqqV1npAQosmkO1UIIaKMoiiYrfGYLLHw88b1lQ5u3s2h7MPs8FZw5KuNjDl9OIqqoigKt438Nb6fx9JphsGLWwrI8wRQFbj1xJNIsY8CggFfQ8bXCSHalrTECSFElFIUNbSkiK5p5K7fyb5dB9nkq6DAaub7kgq2fLMZ4+dAT1EUbCYrNpMVp9nGzD4pxFlUftEjkfQYZyhPAjghooO0xAkhRDul+Sso3PcxPvdhNF9JKN1sS8KZNJiEbqeiKAqaP8C+73ay70ABO/DhtQT/a9cw+NbjorfPR6zNVq383nE27hneo9WejxAisqQlTggh2qmyvO9wl+wIC+AguMRI6aHV6JoHv8dLzpqt7Nx/hC1KAK+pcmkQBTXBhpEUQ75H9kIVoiOSljghhGinSg9/XWteTMoJmMwO9ny3jc1H8jlgUjEqu0EVBTXJRnxiHBMye5MRF9NKNRZCtCZpiRNCiHZI85eHfrc6u4fl2eP6kNxzOgAV3eI4YDVjhOI3BVOKg7TUJGYc118COCE6MAnihBCiHdE1Lz53Hl7XQSz2VFBM+FwHQ/kWRxdS+5yPogS7TYf1zqBnr5TgDFRVRU1zktktjRkD+hFvs7bV0xBCtAIJ4oQQoh3wewpwl2bjKd2N352P1+/FmnwSBuHbX/ndR8jf+2FoxinA9KHHkdQ9AVOXGIb1SGda397YzLJtlhAdnYyJE0KIdkDXfBiaD8Mw+NOOjzlYWsxliTa6WKqW+9ANUBUoK9rKK4fzuW3sr1AUBavJzNnDBnKgrIKBqclt+CyEEK1JgjghhGgmzV9O4JgZpACqyYHF3rCgymyNQ/OV4NM1ckuKudySShdL1bi4PXo6vdUDAHjcdljfnfITPMQ5g1tmxdlsDKxhGREhRMcVVd2pu3fvZubMmSQnJ5OcnMycOXPIy8trsfOEEKI+mr+CA1v+wuEdr1b7Obj1Jdwlu/G589AC7jrLUc0x8PM4t7EOC92SysPyKwM4gO3b+2EKWPH7tMg/ISFE1IialriCggImTZqEz+cjKyuLQCDAE088wcaNG1m7di1Wa80DeJt6XiTphoGmG/Uf2AQB3UABTGrkV1j3aToWVYn46u2GYeDXDaymyH+H0HQDAzC3wOvh1/QWeZ0h+Fq3xOuhGwaBFnqtAz+/p1vitfZpOmZVQY3we88b0Pgxv4weZqPZ9TYMA5/ux1W0DUP313YUPtcBLHoKGBoms6PW8hRFQdVj8ZeCVw0ANY9pcxl2djnS2N9tBTFxpzfrOQgholvUBHELFy4kNzeXTZs2MXjwYADGjh3LtGnTePnll7nmmmsiel6k6IbBc99mk1NSwW8Gd6WLI3KbSpf4Aiz68RDxFjO/Ob5rRD9MtxW5eXVnHid3i+OsXkkRKxdg+d5ivj5cxuUD0hiUVPuHWmMFdIMXthyizK9xw5BuJFgj9/Y+4vbz8PrNZCbEcFnfxIgGF9/llfP27kJ+0TOR07vHR6xcgDezC9hS5ObqgV3oFRe5rjZPQOf5Hw8B8H9DumE3Ry5I3FPm5e/bjzAkycHF/VKbVVZloFVp6Q85bMwrY1Sag7N7JYTSG7tXqGEYPPXdS+QUHOA3yTYSzMFzC414kpXS0HEbfVYm2YLdqQF/ORbDqPM6X63fz/b8MrZ2jaPQPwmzYpC25RCKK/j6uro42N+zO54+EKgw8Ad0bDJ/QYhOK2qCuKVLlzJx4sRQIAYwdepUBg4cyNKlS2sNxpp6XnMc/cGxZl8BhwrysQMfbC/hon6JqKqKzRKL2RrXrLKXbd+L2e/G5Yf/7Srl5IxgeXZbEiazvcnlun0aH/2UTQI6Px4qoa+lhJ7xwQDA4eiCqjbuU+PosrMLytlyeD8JwCc/ldJlQBI2s4qimnHYUxvd6nd02SuyD+N2FWMGPtxeyjl9g8GnzRKH2RrbqHKPLlvXdf69bQ/2gI9DBUV8rRRwUtfg2lt2ewomU+Nac4+uc7Hbx+c5OSRhsHZfCZmWBFIcFkD5+bVuXHB0dNmbDhWzt+AwscDynSXMHpCESVWxmp1YbAl1F1RP2e/v3I/hDXb3/XdHKdN6B8uzWRMwW5xNLlvTdT7YmU2srrGnoJgN1lKOSw4G+g57Kqqp4V+CKgOt7JK9AAy1d2GEPYbR5kIsxRqHi4PH5fgD7FCTuXrkdQ1+//l0PzkFB+izYzTaqBwwl+ExLGEB3E/709i+uyvDEopRfAFKK1z0GZZCTGztX4pcVijUwWo5nkKS6bJ/DwPWrea7HmcFn1MpGGk6it2BxdKXCneAWBkGJ0SnFRVBXFFREdnZ2Vx00UXV8kaMGMHy5csjel5zHP0N3YmDq9Ms/NLi+zkTinYFf9UMSB84B1tM99oLq6PsvrYuXJRQCpWfaRVQsCP4a7mhMvDEmxscXBz9YacGzExM6MkFtryq3pxDUBBsdGG3ZuP0kTc3+MPu6DqruoUruiTxS0vVB115NlSO/FmjxzBrxI1NKjtJjeOqFI2hFj2YGah6PfyGQq/jf93gAebHlj3Umc5ZsYVVr3UJFPw8hr1INzFs+G0NDraOfa3PTuzBRdb8qgP2QcHPv24LOJg26rdNej0supVfdY3llxZXKL94V9Wxaf0uxhHfp0HlHlt2d0sSVyS5GVP5enirXmuPodB32I2YLQ1fYPbossfE9mCGM7/qtc6Hgp9fnoOahTEjb21UoFX5Olt0KzOSXYCr2nGZFjOl3gJ8uh+byYqu+zE0P7ru/flfH4bmxWxPxmKrCsBU3YyiOPjEOIUx+mb6qLmhPM1QOeTPwBQw8c2Og6g2E27NSmxReZ1BXGKME7Nahj+wF5t1MEe692LN4BlYyoLva3eKHZ/dgWFoBAL7sUsznBCdWlRMbNi/fz8AGRkZ1fK6d+9OSUkJJSXVZ4Y19bzmOPob+kmmoTgUX43HmRSocJc1qezMnaMZ56y9pc2mQYW74XslHv1h12vvyYyx1T7pw15ipbyRZVe+Hse7xtFVLa312IqK4rCur8aUPcLaF7Oi13icRTGocFf/8G5I2Zm7xnKq01vrcTa/2ujXo/K17n3oFIYcHcAdW3aBvcmv9TB9JAlK7c/Z5ar9PtRVduaO0Yyyd631OKsBFe66B/DXVnbv3eOZ6Kzj9XCZG/V6AKgBc/D18I+p87jvK3RcpfvIz/2Bgznfk7NrA7u2b2Lrls1s3vwj32/ewfc/bA07J2D1cPAEA8xqWADn08yYFJ1TMr+ndOh69rjjOOJJpMzv5EhR3e/DlJR4YpwKAW0vAV8uKApF/ZKw+cs48eBHlAxMBCAmtxiTx4fdKkGcEJ1ZVLTElZUFgx2ns3o3jcMR7GqpqKggISEhIuc1l6qb0W1xDEveGErTivyYkqq6grbv6Uas7iauYBsACXEJ9EyvvVWu3OVi555sVN2MPy2NHpZNtR77zY/9+MWA6vH5gYOHKCwtrpbu1wOhesf0rep29Bf4saRU1dnvN7FhWyZG0k5iY2pu5avpeai6GQU7PXtWXTtwyIO5W1UgeiA/ge8DBZy0YwcDevcltoZ7duzz8OsBVN1MIDaRkfFfhPK1Cg1TTNWH2w87e3BKn8SwMnb8tAtfIFDrNexOB6puRuuRQrz6AwCGZqCYwluBvtncj4HWXTW+Hpk9e9X6PFTdQkqfo17bwz4sXavKqHDZ2byzF8PGaVBH7+TRz6Py9cDkZEDXvaFjAnlezGlVfW45B1MY1CvYClfucpGzby91yezZC4vNHHzvJSUz2FH13jMCBoq56jX5dlsmPZQDxMZUBWNmk5lB/fvXWr6mG6i6GbV3YlVamYbp/9u78yCpqvPh4997e19m6VmZAWZhCcomMiyGXxJRUV8EEpRUNEaS0opEYzQlRk35plyTSqJJlRrN+0aNRFOVUpO8MW9efxolBFGMqAPKMqwOiA4DM8z0LL3eXs77R9vd08wC09MDNDyfKsr23ntOn3vOPXOfPveeewsyA5QPmiZQM3Pg+ujs7GDnvp2gFErFiaOI9qmPMVUdqW1jBwKY6tKZbNwxmbbSnfznoz2EjcEDULMpPTkpHleY9FKK7dUsN6dH9ANBG4ZhwVqUGF8OO75APGzG9fmh3tXjHzR/gHFjyjg3EmTvPjsVeyJ0zlKES+yUWvexf+oXiNpM6KEono/DuC3z8S8wsBXLWxmEOFvlRRCXfDL5UJdRBlqXbbqRilpDHJ3mJPr59ciIYcLS5wrK7lgdrzjamH6wmVJXooyFrrIhg7jOzi627dtNzKUTrUtPBvD32nAVpEeK1gfm0FjxHstdS/rlsXv/Prp8bf2Wx4iBCTRnFU5neuTQsLmxkM77/x1dQHP9vyk76sd0dOARgIH2I2oN0XqeYqYpMcoWj5MRwLXFS/g/mpWINcTHn+6k2FWIu6Zm0LpI7kdExYhaDbxTCggoG04tjBE2Y+1zJe+j6BT+VdjMnGNmB+/cv4t4fOBRUoBQ3EPcbsdUmu4ifr8Dd2F6JOi1ngvYUf02rqPGgPXhcjgH3Q/dVY/Lmc4rVujCQqJ+IsrEq23z+GTiOlwFFw9axmP3I0aMqDXEkRkWdC2xv9GonhHAHYxX8XdzCGdHkIrSQjo7u9j7SdOQ3+FyOCkuLSNqjdE7qZCY0jFpcYIBK44+x8u74ZlsLNnGBUd07H1mw2r60EHcjv1dKEcxDle6jYLKhZt0/fyj40vsqVnPyoLLBsyj1++nrSvz2E7XhxkH4/hC/AAmFcsI4N6MzmXr+BjRaAhdtwFDjCKqdNCvaWDVLFxhXo9NS48eOx1hnI50nwlpLmy6hmY2Y7LqxBxDB1yFdjtfnlDLy81RtKgfZ0sngZpS/nPhxWiaDQ0IGG8TsVQTMxtYZCROiLNaXgRxbndidCg4wGWa5LLCwv6z+rJNdyyPx4PHM/h9LPF4PBUw+o0QZtM4TJZy3jTm8uWe9ykvT1+yjSmdfaoWs7scvzdIeUHiBGCz2igpGfyeLW9PL37Dis0zk6BWyDveacw0fZwRVByNFdNqqURzjcVkcVJSkjnCaLNZ0QP9R+jiJMputzawTxUxsWUP4yq6cLnTJ6Od8Yl0lpYT9ZvQ4jr6IFfij92PUDSMprkw2yaxKTYW+9EANRWZJ9tdagKaqxQC+9B0HXeBe8i6SO5H1NCw2ieim4tYH5zLBcEPKSlNP1srFLeyn/Hobgu9ERPT+uRp0nWGupvAHzJjLzifTkrZ0l7POa6WjLpuiVVw1FGBUmUQ0dG1/nkNtB+haKJO7dYGdsTN1B7ax5hqP3ZHOhDYEZ9MZ3U5EV8Uj8eD3Tz4net99yOOwqSXYbaN5+1YERe2/4fqys6M7XfH69HdFrwBKCkpwdvTe9z7+dwFbiLKhs06FXQ3632zmRNtosiTvjTYG3fyqV6N7vYT9FpwWtIBma6ZhmzPrsAR7NYGPlNj2Hm4iome9oy6/jg+no7CcuJ+16D1MdB+JI5rC2ZbDZ8p2HmgjvMm7MvY5gLTh3Q4vsyeXnC63ISNxGVmpTSiykRUmYjFE/81aZbUfoSiYcbp7ZRqg8+u3hg9j1B4M9++9AbOHTeGYocDu/n4o2ZKKSZX1rCX99HjNhzxZZj0xKSlSPRTQtpems/5lIll46gZWz0qP0RPd8m2Huq4Gm2apg3Zd8zmvDi9ijyXF0dZzeejGa2trf3WHTp0iOLiYlyu/jdSZ5tuJHQN4qoXpeKEdDtlZekALhrTMZviLDZt4I+qBl0f3oxJXVPE44n8QnYnbkfm/UFlpi6W6uv53wqsWTzyIR7vRpmKUQVmzJbM+8vO1T8mboryDzX4/WGDUSqMUiEMzUKp29tv/VdMH+CPfoGPhpmvritiKnHSDZidGQFcNKZjNxks1dbxjBqDZZjPSdM1UnVtOB0ZI04AY01tXKq9zXOqFxj+YzDiqpsY5ZiKdHRT5ijhLNMuIirKvxj+g1zjyo9SEQzNQrmnK708rqHrikvN79AVmYTVPHFY+ZrNeqo+glYnRQXpAE4pKNADfFX7F/8rWIhJG159WEzJvKuJuWxYbZmXuSfqn2Iiyotq8PvJTIOeTCNEop8yyaJnBHBH2kuoLO/EpkWoVLvYA5itbjrDhUSVCaWZMJl1zCYdi1XHaTbhOuZl8gciMXYETdTYbRR8fv+hUoqOuAevVsSnBz2YHVG+OLluyED8WJqmcf9FqwnHEsfc9vZenvnoM0yaxv/8ykLKnYnRSJvJelYGcEKItLwI4oqLi6mvr2fz5s391m3ZsoU5c+bkNN1wBYNBAoHEH/FwzCAe78YU+YivOT8h+TfWMMx0RQuocHrRNUWPsZsJ7pkolTj5RKMROjs7B/sKfD4fxc4oRmQXddZKLnZ8kFqXPCEBFGh+YjEfRthPZ2fmJIFYNI5SA1x2RgMNguFNzLP6qC9Mj5R9/Ok4Jo7//Kbt6FEgilJaIs0Ajt2PxIkoihHexFfdcVyWdJk+bh/HxPJE3r1GYnqjUhoBn2/Iukjuh9kEsdgRbNEdXGnf3qeuHOj2OGbCmLU4PmMvpW6VkadSDFgXSeUFMULGVqbYCpnvSl9ubGktZ2xVYuKHg97Pgw9twLwG2o/kiTkY2siFBTVUFqYnGOz9rIbJ4xL3p0XCrYDC6/ViG2KWcd/9UGgoFSRmNLLE5cXSZ6LHZ72V1BQlphj3RnZRW34JnZ2d+Hy+IeshuR8VbheR6AEKY3tYam9MrfN6C/F4Evtg0yKEop/gspWgVPoyn4Ih27O2wkKo/QNm2jSmFxxILf+kpYrasYkfYOZYF0oFB60PwzBQOEiMSmqfH52J/S+ObGSxIzNQtrrTx+HuUKLOJ9dWM6G6CqfLjtNqxTzAo3SS+xGOGSjDzu6ts/hwbBW9dQXEYz4isYPYrFMxBQ2q9rVTb53PZwePUFI8/EfcJNVbNb4xoRS3xYQrGiHQkyh7gKHvrzuTJUfghjquRpvT6cz5IIAQw5UXQRzAihUrePTRR9m1axfnnHMOAGvXrmX37t3ceeedOU/Xl9frJTrETfDHMgPLLLtw9Tk3Wq1RKqzpUSgjZObrly8Z8gTd1/jqKpZXLmX7hg+5yvZBxrpkAAewt7UCCwOX9cvzLxhweThmsG79FqZaAsw3Z06YSAVwQPuOcViqull2+dITLnfSZeYWxh0zWpIM4ABafFGwwbKLj593cj/CMYONb25huWUrfecbuN3py+d+w4YWjmKzZJ6Ql11yxZDfEY4ZfPTWv1lsyazrZAAHsP/AGCyOYFb10WDtYYZpb8ayZAAH0Lu9DkvN8WdO992PcMzg3+u3sMTcTNkxIzTJAA7A64eqssR9YeOrqxhf/bXjfk84ZlCgaaywNmYsTwZwAIe7irCEo8Ouj+oyJ/XmCBeZt2QsTwZwAJ/tqcJSMvhs7rISD8sXXd6vzP9e/xZXueJwzI8OjyOdl9cP2KDQ5Tzhclt1C7WeMcTMBvbWw3SP19BNbmymqQD4jbcwrOMx2zWc9pE9yE3TNGaVSbBwugkEAqkf7wNJTqwTYjTlTRB311138fzzz3PJJZdwxx13EAqFePjhh2loaOC6664DoLm5mXfeeYcFCxYwYcKEE06XaxM1B1VDnAuadtdT31qS1cyyOZah33DQun8c9cb4rPJecJyTjb+9gvoe97DzLonameoc/HJmy+FyanfX0HzOphPOM2mq7sAzxFG8d3cd9R3DLzPAfNvQD0xuP1hNPRVZ5f1f9sG3D4QtRLtKqQ8Of/bhWGWn3j74yFrzgbHUHxiTVZnPM9uxDXFV+pN946n3Tcoq7y8ep667Wquob/cMO2+zYYeIDUwDT2LZvbeW+payYR97mqaxev4N+GaGiBgxDkbjvNTcBcA5xTaubvgW/rkGTrsNuz13b2kRQoi+8iaIKy8vZ8OGDdx+++3ce++9OJ1Oli9fziOPPILNlgg+NmzYwPXXX8+aNWtSQdyJpMslq25Bc5bT0hGlytOLrqcv4/iVncOGQfPRwqx+oVt1C0ctJXT0hCktzJys4Y27aA70ctRg2HlbdQsTi2rY5D/Cf5ndFB7zXLQjMQcf9PgI2wJZ5V1SVMm+VsW40h7s1vQooaHMtEU1dh4sJ2Y2qPWMwaqf+AnPqlsw7OUc9hr9Xhbeq5wcCgX5xOvIuq5b9WIqfAYed+a9hx1xJzv9vfQQzbqu/xM4whyTC7cjHVwoBYfjNt7xB9Bs/qzydrgr+aQtRnVJDxZz+nJqUNloi8TY3VqSdX30WMto6zaoKMq8jNetnHwaDHDIb80674NaIQX+CMWuzLpujzvZ2ttLwBzKqj7Ge8awdks5RdY4RyYexeqanVof6H0XR0tpVsceJAK5AqcDnOBRij3dBgd9BstqS7GZzPLoDyHEqNNUclql6Mfr9bJ27VoaGhooKDjxV2QppfAFE7/QfSaNp3Z1EFfwpTEuLhlbgL83+1/offPeFojwz88SQ/bf+YKHugJb1nknX3tkhGMY4Sj/90iAvT1hnGaNH0wrx2HWR5R3ssy6w8wTO9oJRBWTi2x8c2IxAV8Ei9WE22HP6rVbybzbUDy/J3HJ+n+ML2B+hStndf1uT5i3D/vRNVh1bimVDktO6jocjvJCi49DgQglNhM3Ty3DrGs5qeuozcSTO9qJxOH8UgdfrSvKWX3sj8T46/7E5d4V9UVML3HkLO+1HUE+7Ahi0eGWaeUUWU05qQ+n28JLn/jY1eFnVqmDr31eH9kee+LUOR3uiTue3t5eGhsbWbRo0ZBPNxBiJCSIG0K2QdyxmvyKA90BFlU6sA5zluRQYkrx3we9FFvNfDnHL07vNqL898Eu5pa7mVQ0vPewHs++7hDvt/u4oqY4py+pB3irtYcuI8oVNR5MOTwpG7E4a48EqStyMtWV25N9WzDCG591cWFVIeNy/CLMbZ0BdnkDLKn14DTn7pliSineaEkEcZeOLcppABSIxnjlEy/neJzMKBn+e1iHYi8oZMuRbibZFZZhvpdWnD4kiBMiQYK4IeQqiMuHPzji+KQd85+04ZkhH9pRgjhxMshPUSGEEEKIPCRB3EmgaRqapg34DleRP6Qd85+04ZlB2lGIBAniTgJd19F1XR4MmeekHfOftOGZQdpRiAQJ4oQQQggh8pAEcUIIIYQQeUiCOCGEEEKIPCRBnBBCCCFEHpIgTgghhBAiD0kQJ4QQQgiRh3L7zqMzTCwWAyAQCIwoH7M5Xc29vb0jykucOtKO+U/a8MyQD+2YPG8kzyNCjAYJ4obg9/sB2Llz5ykuiRBCiHzk9/spKys71cUQZyh5d+oQQqEQR44cweVyYTLl7uXhQgghzmyxWAy/309lZSV2u/1UF0ecoSSIE0IIIYTIQzKxQQghhBAiD0kQJ4QQQgiRhySIE0IIIYTIQxLECSGEEELkIQniRmj//v1cddVVlJSUUFJSwre//W3a29tHLZ0YHdm2x7x589A0rd+/r3/96yeh1GIoq1atYuHChSe0rfTH09dw2lH6ozjbyHPiRqCjo4OLLroIwzC4++67iUajPPLII2zdupX33nsPq9Wa03RidGTbHkopmpqaWL58OStWrMhYV1tbezKKLgbx+9//nqeffpoLL7zwuNtKfzx9DacdpT+Ks5ISWbvnnnuUyWRSTU1NqWVvvPGGAtRTTz2V83RidGTbHs3NzQpQa9asOQmlFCciGo2qBx54QGmapgB14YUXHjeN9MfTTzbtKP1RnI3kcuoIvPDCCyxcuJBzzz03tWzRokVMmTKFF154IefpxOjItj127NgBkJFOnDqhUIjZs2dz3333sXLlSsaOHXtC6aQ/nl6ybUfpj+JsJEFclrxeL83NzTQ0NPRbN3v2bBobG3OaToyOkbTHsSeN5GvaxKkRCoXo6enhxRdf5Lnnnst4v+ZgpD+efrJpR5D+KM5OEsRlqaWlBWDAX4lVVVV0d3fT3d2ds3RidIykPbZv305BQQGrV6+moKAAt9vNxIkTZfTmFCksLGTv3r184xvfOOE00h9PP9m0I0h/FGcnCeKy1NvbC4DT6ey3zuFwAAP/Esw2nRgdI2mPHTt20NvbS1dXF88//zzPPvssBQUFfPOb3+SPf/zj6BVaDEjX9RMetUmS/nj6yaYdQfqjODvJ7NQsqc9fOatp2qDbDLQu23RidIykPVatWkUsFuOWW25JLbvmmmuYPn06d955J9deey0mkym3BRY5Jf3xzCH9UZyNZCQuS263G4BgMNhvXXJZYWFhztKJ0TGS9rjpppsyThiQGL1ZuXIlR44coampKcelFbkm/fHMIf1RnI0kiMtSTU0NAK2trf3WHTp0iOLiYlwuV87SidExGu1RUVEBgM/nG3kBxaiS/njmk/4ozmQSxGWpuLiY+vp6Nm/e3G/dli1bmDNnTk7TidGRbXu0tLQwbdo0HnzwwX7rdu3aBUB9fX1uCytyTvrjmUH6ozhbSRA3AitWrGDt2rWpPxIAa9euZffu3VxzzTU5TydGRzbtMXbsWLq6unj66afp6elJLT948CB/+MMfuOiiixgzZsyol12MnPTH/Cf9UZytNJW8s1cMW3t7O9OnT8dsNnPHHXcQCoV4+OGHmTRpEhs3bsRms9Hc3Mw777zDggULmDBhwgmnEydPtu348ssvc+WVVzJt2jRuvPFGent7eeKJJzAMg40bN8pDR0+xuro66urqWL9+fWqZ9Mf8c6LtKP1RnJVO5esizgS7du1SixcvVi6XS5WXl6vvfOc7qq2tLbV+zZo1A74K5njpxMmVbTu+/PLLat68ecpms6ni4mK1fPlytXPnzpNcejGQ2trafq9rkv6Yf4bTjtIfxdlGRuKEEEIIIfKQ3BMnhBBCCJGHJIgTQgghhMhDEsQJIYQQQuQhCeKEEEIIIfKQBHFCCCGEEHlIgjghhBBCiDwkQZwQQgghRB6SIE4IIYQQIg9JECeEEEIIkYckiBNCCCGEyEMSxAkhhBBC5CEJ4oTIU0uWLEHTNDRNY+fOnYNud+2116JpGrqu09jYeML5v/LKK6n8f/Ob3/Rb393djd/vz6rsQgghRk6COCHy1MyZM1Ofm5qaBtymsbGRF154AUgEcw0NDSec//vvv5/6PG/evNTneDzOU089xfTp07FYLMMtthBCiByRIE6IPNU3iNuxY8eA29x1110opbDZbPzsZz8bVv7vvfceABaLhVmzZgEQi8VoaGjge9/7HuPGjcNqtWZXeCGEECMmQZwQeep4Qdyrr77KunXrALj11lupra0dVv7JkbgZM2Zgs9mAxIjfhx9+CMAFF1yQTbGFEELkiARxQuSpKVOmZARXfcXjce6++24APB4P99xzD4Zh8MQTT7BgwQKKioqw2WxMmjSJ1atX09nZmZF+//79HD16FIC5c+cCsHjx4ozA8dFHH8VisRAMBgHYvn07K1eupK6uDpvNRklJCYsXLx7wPrxNmzaxbNkyPB4PlZWV3HHHHYTDYVauXImmaYwZM6bf9ldffTXV1dVYrVZqamr40Y9+RCAQGEkVCiFEflNCiLw1a9YsBSir1aoikUhq+bPPPqsABahf//rXyuv1qvnz56eWHftv4sSJqq2tLZX+xRdfTK175plnlFJKlZaW9ks3a9YspZRSGzZsUC6Xa8C8PR6PamlpSeX90ksvKYvF0m+7K6+8Us2cOVMBaunSpantH3/8caXr+oB5X3zxxSoej492NQshxGlJRuKEyGPJkTHDMNi7dy8AoVCIe++9F4C6ujp+8IMfcMMNN7Bp0yYArrrqKvbs2UNHRwc/+clPAPj444956KGHUvn2ndSQHIk7fPgw5513HgBlZWVEIpHUKNsDDzxAOBymqqqKzZs34/P5UmXwer2sX78egNbWVr773e8SiUQoKiriH//4Bx0dHdx///387W9/Y+vWrUB6IsWbb77JD3/4Q+LxOJdddhlNTU14vV7uu+8+ANatW8fatWtzWaVCCJE/TnUUKYTI3q9+9avUqNRf/vIXpZRSP//5z1PL/vSnP6lt27al/n/mzJkqGo1m5FFXV6cANXny5NSyr3zlKwpQTqcztb3P51Mmk0kBasmSJf3KEo/HVSAQSH3+3e9+l/rev//970oppR588MHUsjVr1mSknzFjRmrda6+9ppRSatGiRQpQbrdbdXZ2qkgkoiKRiDIMQzkcDgWo+++/PzeVKYQQecZ80qNGIUTOHDu5YeHChfziF78AYM6cOVxzzTU8/vjjqW1uueUWTCZTRh4FBQUA9PT0AIn76TZv3gzA7NmzU9u/9957xGIxoP+khtdee42//vWvNDU10draSmtrK6FQKLU+Obv1n//8JwBFRUV861vfysijpqaGbdu2AYmROMMwePPNNwHw+XyUlJQMWAd9v0cIIc4mcjlViDx2bBD30EMP0d3dDcAjjzyCpmkcOnQotc3555+fkd7v97Nnzx4Axo8fDyQmSfh8PiB9KRXg3XffTX3uG8T99Kc/ZfHixTzzzDO43W5uuukmXnrpJcaOHQtAdXU1NTU1ABw8eBBgwGfMJWfYTpo0CY/Hg9frJRKJHLcOqqurj7uNEEKciWQkTog8VllZSUVFBW1tbbz11lt0dHQAsHTpUhYuXAgkRr2S+gZ0AI8//jjhcBiAZcuWAQPfD9d3uaZpqeWxWCz1/Lmbb76Z3/72t0DiHruWlhYAvvjFL6bySI7qJWe+Jr3++uscOHAASN8PV1xcjNlsJhqN8v3vf58nn3wytX1vby9WqzU1O1cIIc5GMhInRJ5Ljsa1trZiGAYmk4lf/vKXqfWXX3556vOPf/xjNm/eTHt7O4899lhqgkB1dTW33norkH7IL2QGcdu3bwfAZrNhGAbBYJDu7u7U5cwDBw7Q1dXFtm3bMi6V9n1LxJQpUwDYvXs3jz32GN3d3bz66qtcd911qW2SQZzNZuOyyy4D4Pnnn+eVV17B5/Px9ttvM2vWLJxOJ0uWLMm63oQQIu+d6pvyhBAjs3r16ozHbtx44439trnlllsGfbxIWVmZev/991PbNjQ0pB4N0ldy+bHfc+xyIONxI88991wqj9dff33AMpjN5tTnd999N7X9nj17VFlZ2YBpqqqq1LZt23JdnUIIkTdkJE6IPNf3vjiXy8UDDzzQb5snnniC5557ji996UupB/1OnjyZ22+/nW3btjFnzhwAwuFw6jEfyWVJTz75JHPnzsXpdFJUVMQll1wCwJ///GeuuOIK3G43lZWV3HzzzakJDEDqMinApZdeyosvvsiMGTOw2+2ce+65qQcQAzgcjoz79iZPnkxjYyPXX389Y8aMwWq1UldXx2233UZjYyPTp08fYe0JIUT+0pRS6lQXQghx5lu/fj179+5lwoQJnH/++anZpsFgkLKyMgKBAJdeeimvv/76KS6pEELkBxmJE0KcFJs3b2bVqlUsWrSIVatW0dHRQWtrK7fddlvq9VlXX331KS6lEELkDxmJE0KcFPv372fatGmpd60ea/78+WzYsAGr1XqSSyaEEPlJRuKEECdFfX09b731FldeeSWVlZWYTCYKCgqYOnUq9957L+vWrZMATgghhkFG4oQQQggh8pCMxAkhhBBC5CEJ4oQQQggh8pAEcUIIIYQQeUiCOCGEEEKIPCRBnBBCCCFEHpIgTgghhBAiD0kQJ4QQQgiRhySIE0IIIYTIQxLECSGEEELkIQnihBBCCCHykARxQgghhBB56P8DyJGp4eTe5F4AAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " lines_alpha=0.33, lines_style='--', lines_width=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The nomenclature above of `lines_` stems from the fact that plot line properties are contained in the `lines` Element class. However, because strict adherence to the **fivecentplot** ``Element`` naming convention in this case sounds wrong, non-plural versions of these keywords are also supported:\n", "* `lines_color` --> `line_color`\n", "* `lines_width` --> `line_width`\n", "* `lines_style` --> `line_style`\n", "* `lines_alpha` --> `line_alpha`" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " line_alpha=0.33, line_style='--', line_width=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Marker colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A data point marker has both an edge and a fill color, each with its own unique value of transparency (or alpha). By default, marker fill is disabled and marker edge color is matched to the line color with no transparency. However, we can override any of these as shown below." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Change the marker edge color for all markers:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_color=['#555555'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All a custom fill color:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_color=['#555555'], marker_fill_color='#FFFFFF')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use the default color scheme with marker fill:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_fill=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add fill alpha:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_fill=True, marker_fill_alpha=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Boxplot example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Boxplots have color options for the boxes or violins that are drawn behind the markers:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.boxplot(df_box, y='Value', groups=['Batch', 'Sample'], \n", " box_fill_color=[0, 0, 1, 1, 2, 2], box_fill_alpha=0.3, box_edge_width=0,\n", " marker_edge_color=[0, 0, 1, 1, 2, 2], marker_type=['o', '+'], \n", " box_whisker_color=[0, 0, 1, 1, 2, 2], box_whisker_width=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Histogram example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, histograms have a fill alpha value of 0.5 (unless overriden by the theme file or keyword). This can easily be tailored for a different style. Compare the default plot:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.hist(df_hist, x='Value', legend='Region')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "with this one, that employs the `hist_fill_alpha` keyword:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.hist(df_hist, x='Value', legend='Region', hist_fill_alpha=1, colors=['#FF0000', '#00FF11'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The benefit of transparency is clear in order to visualize both distributions simultaneously." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Styles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Line styles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can define custom line styles for each line, instead of applying them globally. Line styles are defined by specific characters as defined by **matplotlib**: {‘-‘; ‘–’; ‘-.’ ‘:’}" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], markers=False, \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " colors=[0, 0, 1, 1, 2, 2], \n", " lines_width=[3, 1, 3, 1, 3, 1], lines_style=['--', '-.'], lines_alpha=[0.6, 1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Markers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Marker type" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**fivecentplots** comes with a built-in list of marker styles:\n", "\n", ".. image:: _static/images/markers.png" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can specify your own markers by passing a list of marker string characters to the `markers` keyword. These characters can be special characters for the selected plotting engine (for example, with `matplotlib` as an engine `'d'` = diamond) or other alpha-numeric values. As with colors, the marker list will loop back on itself if the number of curves exceeds the number of items in the list." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " markers=['o', 'd'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also remove markers for specific curves in the legend using the keyword `None` (to remove all markers just set ``markers=None``):" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " markers=['o', None, '+', '*', 'B', None])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Marker size" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The size of the markers within the plot window are controlled by the `marker_size` keyword. All data sets share the same marker size. Notice that the legend markers do not automatically scale their size with the markers on the plot." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_size=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Marker size can also be controlled point-by-point by defining values in a separate DataFrame column. In this example, we set the marker size of each point to be 10x the value of the voltage plotted on the x-axis:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df['Marker Size'] = df['Voltage'] * 10\n", "fcp.plot(df, x='Voltage', y='I [A]', legend='Die', marker_size='Marker Size',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The legend marker size can be controlled independently if needed using the keyword `legend_marker_size`:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_size=2, legend_marker_size=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fonts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All text elements (plot title, labels, etc.) can be styled via the font attributes associated with the object. \n", "\n", ".. note:: The font family \"fantasy\" used below looks an awful lot like comic sans. Use of comic sans should be banned globally with severe penalties attached." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " title='My Plot', title_font_style='italic', \n", " label_y_font_size=25, label_y_style='normal',\n", " label_x_font_weight='normal',\n", " tick_labels_major_font='fantasy')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Themes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Theme files are used to apply user style preferences to all plots *without explicitly stating them in keyword arguments*. These `.py` files are populated with dictionaries and lists of style settings. A theme file can be applied globally using the command `fcp.set_theme()`. Once a theme file is selected, a local copy is made in a /.fivecentplots directory. **fivecentplots** provides both a \"gray\" and and \"white\" theme to get started. You can modify this local file as you wish to get the exact, consistent look you desire.\n", " \n", " \n", "
The theme file consists of three main parts:\n", "\n", "
\n", "1) `fcp_params`: this is a python dictionary that contains any `fcp` keyword argument for which you want to override the default:\n", "\n", " fcp_params = {'ax_edge_color': '#aaaaaa',\n", " 'ax_fill_color': '#eaeaea',\n", " 'ax_size': [400,400], # [width, height]\n", " }\n", " \n", "
2) `colors`: a list of default colors\n", "\n", " colors = ['#000000', '#111111', '#222222']\n", "\n", "
3) `markers`: a list of default markers\n", "\n", " markers = ['+', 'o', 'd', '$']\n", "\n", "
When an ``Element`` attribute is defined in the code, kwargs are selected with the following order of priority:\n", "\n", "
1) keywords explicitly listed in the function call\n", "\n", "
2) keywords defined in the local theme file\n", "\n", "
3) built-in default values\n", "\n", "
4) when using the **matplotlib** engine, any ``rcParam`` overrides you may have defined on your system" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Themes are stored in a local user directory (in Windows: `C:\\Users\\you\\.fivecentplots` | in Linux: ``/home/you/.fivecentplots``). The theme you selected is copied to a new file called `defaults.py`. All defaults are pulled from this file. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can switch between themes using the prompt displayed after executing the `fcp.set_theme()` command. This will open a list of all built-in themes and any custom themes found in your user directory (these files must have a different name than `defaults.py`). The old theme file will be backed up to `defaults_old.py` while the new theme file will be copied to `defaults.py`. You can also pass the name of a theme file directly to `set_theme` to skip the dialog. However, if you have a custom theme file in your user directory with the same name as one of the master theme files, `set_theme` will always give preference to the built-in themes, not your custom theme." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Note: If you create a good theme that you think others can benefit from, feel free to submit it via the github page for this project." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### White default theme" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying theme \"white\"...done!\n" ] } ], "source": [ "fcp.set_theme('white')" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gray default theme" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying theme \"gray\"...done!\n" ] } ], "source": [ "fcp.set_theme('gray')" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], \n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### On the fly" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As of version 0.4.0, themes can also be swapped on the fly without globally settting the theme using the ``theme`` keyword. The value of the keyword is the full path to the alternate theme file or the just the name of a theme file.\n", "\n", "In the example below, the default theme is set to gray but we override at the plot call and use the built-in \"white\" theme:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying theme \"gray\"...done!\n" ] }, { "data": { "image/png": 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\n", 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