{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Region visualisation\n", "\n", "It is sometimes useful to visualise the region we defined, either to make sure it is what we thought or to use it in more complex plots. In this tutorial, we show some basic as well as some more advanced ways of customising our plots.\n", "\n", "We are going to use the same region we used in the previous tutorial:\n", "\n", "$$p_{1} = (0, 0, 0)$$\n", "$$p_{2} = (l_{x}, l_{y}, l_{z})$$" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df # df is here chosen to be an alias for discretisedfield\n", "\n", "p1 = (0, 0, 0)\n", "p2 = (100e-9, 50e-9, 20e-9)\n", "\n", "region = df.Region(p1=p1, p2=p2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are two main ways how we can visualise objects in `discretisedfield`:\n", "\n", "1. Using `matplotlib` (static 2D plots, usually with some tricks to make them look 3D)\n", "2. Using `k3d` (interactive 3D plots)\n", "\n", "All `matplotlib` method names start with `mpl`, whereas all `k3d` plots start with `k3d`. We will first have a look at simple plotting using both `matplotlib` and `k3d` and later look at how we can pass different parameters to change them.\n", "\n", "## Basic plotting\n", "\n", "To get a quick `matploltlib` \"3D\" plot of the region, we call `mpl`:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhUAAAHiCAYAAABfmz5CAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAADx4klEQVR4nOydd3gc5bn27+2r3iVblq1ebFm2ZMsGV8CAaaEmQIAYCD0QQoCcL3BOTgqQhJwESDAxBBIw+IBNIIGEcgihGHC3VVxkVduyLFu9l11tm++P0Tt6d3Z2d2Y1s5LN+7uuXEms2Z2d2dl573nK/eg4juPAYDAYDAaDMUn0U/0BGAwGg8FgnBkwUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQpMVDAYDAaDwVAFJioYDAaDwWCoAhMVDAaDwWAwVIGJCgaDwWAwGKrARAWDwWAwGAxVYKKCwWAwGAyGKjBRwWAwGAwGQxWYqGAwGAwGg6EKTFQwGAwGg8FQBSYqGAwGg8FgqAITFQwGg8FgMFSBiQoGg8FgMBiqwEQFg8FgMBgMVWCigsFgMBgMhiowUcFgMBgMBkMVmKhgMBgMBoOhCkxUMBgMBoPBUAUmKhgMBoPBYKgCExUMBoPBYDBUgYkKBoPBYDAYqsBEBYPBYDAYDFVgooLBYDAYDIYqMFHBYDAYDAZDFZioYDAYDAaDoQrGqf4AjPDidrths9mg0+lgMBhgMplgMBim+mMxGAwG4wxAx3EcN9UfgqE9HMfB6XRCr9fDYDDA4/HA5XLB5XLB4/HAYDDAaDTCZDJBp9NN9cdlMBgMxmkIExVfA9xuN1wulyAYXC4XAMBgMECv14PjOGEb+m9GoxFGo5GJDAaDwWDIgomKMxgiFjweD0wmEwDA6XTC6XTC4/EAAPR6PYxGIwwGAwwGA3Q6nVcUw+12C9ENsh0TGQwGg8GQgomKMxQ63WE0GoVIBAAh5SEFLR5IrQUdxfB4PMJ7mkwm6PWs1pfBYDAYPExUnIG43W4hmqDT6eB2u+F2u4W/BxIVNKSYk4gMf6kSvV4Pk8nEUiUMBoPxNYeJijMIjuPgcrnAcRzMZrMQrRB/xWKRIRepNIjH44Hb7YbBYIDT6YTL5RJEBkuVMBgMxtcLJirOEDweD5xOp7DoE4EhFZGQG6kIBkmRGI1G6PV6ISpC12OQbcxmM0uVMBgMxhkOExVnACTyQNIPLpcLRqNRc1FBExUVBbfbDY7jBJHhL1XCWlcZDAbjzISJitMYEo0A4BWdIOkPf2kOusNDra8/MjISbrcbY2Njwj5ImoSIHfL5yH/0ej1LlTAYDMYZBHPUPE0h6Q6ycNPdHf4gCz1ZvK1WqyAu5LxeCaSew+l0AvBuXbVarV7CZmxszCtVQrpKmMhgMBiM0wsmKk5DSASCpBBo3wl/kEWd4zjY7XYhRUIiCaSwkxYZdJTD7nDjkQ27MWxz4ppzsrCoMAVpiRGyF36PxwOHwyH8f7rgU7xvu93OXD4ZDAbjNISlP04jpNIdJBIgxmQyCZ0Z4miGVFokULqiuW0Av9lUiY5em9drUuKtKMlNxILcRJTPS0ek1Qi73a74uOh9s9ZVBoPBOH1houI0QZzuIOLAH0RUEAMrujhTTkspiWx8Ud2GF985hDFnkO11QG5GPIqz47EgNxF5GbEwGkLr9mAunwwGg3F6wkTFaQCd7gDkdW+QlIFUNINEAAItxHaHGxs/rMeX1e0AAIMecI/v8u6rS2AxGVBV34n9jV0YHPWNlljNBszLSkBJbiJKchMwMyky5IWfuXwyGAzG6QETFdMY8WTRQOkOGrIAk+iGmGCiorVzGH94qwYnu0YAAKkJVtx1ZRGe2FgNALjnqrk4f8mc8VSFAcfaBlFd34mqhi4cPtYDl9v3kkqOs2B+Dp8qKc5JREykScGZmCCYy6fT6YROp2OpEgaDwZgCmKiYpogni8pJWeh0OiGawXGcVw2G1HtLLbZfVLXhlQ/q4XDxYYmz5qXiziuKYDTocOsvvwAA3P6NQpxfPkt4jV6vFzo6HE43ao71oqq+E1X1nWjpGPb9nACy02MEkVEwOw5GY+ipEn8un6x1lcFgMMILExXTDNprgp4sGuxrIqkBEs0wGvnGHilRQSIY9OJqd7ix8YN6fLmfT3cYDTqsuygfFyyZNb5Qc/jOY58DAG65pAAXnZXh9Z5EVNhsNq9Fvn/YgeqGLlQ1dGJ/Qxf6hx0QYzHpMTcrASU5iSjJTcSslMmlSuS6fBKRwWAwGAx1YC2l0wg63WEymWR7R/iLZkgtzHq9Hmaz2cujovnUAJ7Zsh8nu0cBAGkJEfjBtfORnR5DvU4HvU4HD8fB5Q5cz0F/DotBh+XzU7C6dCb0ej1aOoZRVd+JyvpOHD7WC6fLgzGnB9WNPahu7AEAJMZYMD83AQtyEzE/JxGxUebgJ0+0b9K+SsSNyWSCxWLxSpWw1lUGg8FQFxapmCYEmywqBZ3uEEczSC0BXVNBFk+y6BoMBnxR1YYX3jkIx3h3x7L5abjj8iJEWHyf4G99YiscLg++fX4OrliV5fU3q9UKvV6P0dHRgJ+Z7uxweYBakipp6ERz25Dka7JmRI8XfPKpErMptOiCHJdPumaD1WMwGAyGMpiomGLUSneIEYsKOprhdDoxNGLHxg8b8BWV7rj98mJcuiIber1e0mnzjl9/idExF751bjauOTfba38WiwUGgyGoqJA6DrLQD446+VRJfSeqG7rQNzTms73ZqEdRZrwgMmanRoW88AdqXXU6nczlk8FgMBTC0h9TCD1Z1GQyCaH5YIJCSfEmWTiBCbHS0jGEpzfvxykq3fHAdfORNTMGIyMjXk/qtNul0agHxgBnkPSHEuhjMOl0OHteMlYumAG9Xo/WrhGh4PPQ0R44nB44XB4cONKLA0d6AQDx0WbMz+HbVktyEhEfY5G971BcPlnrKoPBYPiHiYopQspqO1hngpRA8AfHcT61GRzH4bOKk/jLe4fhcPLC4OziVNxxeREirROXAvlsY2NjXikD03iHhl5vhNVq9XpfNaBTEQCQHGPAxWdl4BsrsuDhgLrjfais41MlR08OAgD6hx3YdqAd2w7wEZc5adEoyeH9MYoy4xWlSmiBQ6dBxPUYxCNkeHiYta4yGAwGBUt/hJlAk0VJtEKqOJOuh5BTvGk288WNxBzKNubCS/88jC+rTgEATAY91l2cj/PL02Uvhg/8fge6+u24dFkm7rxqvlfKgOM46HQ6jIyMyD0ViqEjCcM2F/Y3dqFyPFXSM+BrD24y6FGYGSd0lcxJi4Zer36qhJxj2h+Dta4yGIyvI0xUhJFgk0X9iYpQ0x0A4HA40NI+hKc2VwtmVjOSInH/N+chOz1W0ef/0XO7cKp7FOeXz8Lt3ygEAK/CR9qIihxbMOfPUKEjCXq9Hqe6R4WCz4NHejDm8D1PsZEmzM9NFERGYqz8VAmN0WhERESEUOwayOWTpFJYqoTBYHwdYOmPMCFnsqhY3ylJdwDwEisk/fHpvlavdMfykhm4+6pimAzKtSSZ5eGmairIIkoiLWShNZvNQsqALvjUKlWSGK3H2qWzcOnyTHg4HRpa+sajGJ1oah0AxwGDo07sONiBHQc7AACzUqLG21YTMDcrAVazsq6SsTG+kDRQqsTlcmFkZESIYrDWVQaDcSbDRIXGkO4M0v7JcZxXcaAYstj4i2b4ew3d7eHxeOBwcXjx3RpsrWwFAJiMetx6WRHWLp0thOaVRhOMBv6zSflUkPSH0+kUOk7IIkr+Q3tjBBuIphSPx+NlS54zMxL5Gbm46aJCjI65+VRJHZ8q6ernp62e7BrBya4R/N+uEzAadCiYHSd0lWTNiJGdKhELHNrl02KxCMdNzvfY2Bhz+WQwGGckTFRoiNLJooRA0QwxZOEm4oXjOBxvH8LTVLpjZlIkHrqhFNnpsV6pFBJNoBe8QN0nJFLhdMmLNpDuCrERFd1VolWqhDbB0ul0WFyQiLPmpUKv16Oj14bK8a6Sg0e6YRtzw+XmcLi5H4eb+/Hmp0cRHWHC/PGCz5KcRCTHW2XvWyxwaJdP4jxKCwzWuspgMM4UmKjQCLJIkoJJOQJBp9N5TRZVku7w6u7452Fhdsfykhm45+r5iIoweflg2O12IWxPFryIiAgA8FroaREUKFIh95yQhZTuKlEqbpQijiTERepxQXk6Lj57Djjo0HiifzyK0YmGE/3gOGDY5sSumk7squkEwAuzBbmJfE1GbhIiIiKE7yoYzOWTwWB8XWCiQmXEVttKJouSQsdg20ulO2xjLrz4jxp8Vd0GgE933HlVCc4rmyEsYrRYIQuV+IleyqOCLHgkUiE1hZR8LqXnKdjTvJS4mSziSEJWWgRy03Nww9oC2BweHGyaSJW09/JeHm09o2jrGcW/9rTCoNehKCsR87LiUJKTgJz0WEVdJf7ElcVi8XH5JNswl08Gg3E6wESFioQ6WZQsFLRVtz+k0h3NbXy641T3RLrjRzctQkFmktDqKPZgkCJobYCFj7p4OF4E0bUek40q+Huan4pUSWleAsqLUmAwGNDRaxO6Sg40dWPU7oLbw6HmaA9qjvbgrc+AKKsRxTm8+daC3ESkJETI3rdYXNGtq0RckToUh8MhDGwTT2ZlMBiM6QATFSpAe03Q6Y5gC61YIJDiPX9IpTs+3deKl9+rFdIdKxfMxN1XFyM6km+XJNGMUBZ98RO9Dvw+3B4OERERXo6TaiP1NE8ERjhTJbEReqxZPBNrz5oNQIemkwOoqutEdWMX6o73wePhMGJ3Yc/hLuw53AUASEuMEIahFWcneBmLBUOJy+fY2Bhz+WQwGNMK5lMxSWhBoMScSqq7gzyBirtD6GgGbWb1p3drsG3/RLrjtm/MxQVLMryeYEnbo5hAHSj+eO7tGuw41IHcWbF44q4lXgseWczIzAw120fF+BtvrkWqRGrfJhNfnzJic+DQkR5U1neguqFbiBTR6HU65GXECgWfubNiYDCEtvDTaRByzun0FOkyYi6fDAZjqmCRiklAFi96wVeS7gi1u4NPd1QJszvSk/nujqyZ3t0d9CRONaALNcVP9CaTSZhUKm4flSu05CJVByKVKiH7VjtVAowblbkdWJAbj7KCJBiNRnT321HV0InKOj5VMmxzwsNxaDgxgIYTA/jb1mOItBhRnJ0gjHZPS4yUvW+p9BRdj0Gfc1KMy1pXGQxGOGGiIgRo10u6GFNpukO8vfj/S6U7PtnXilck0h2RVu/ujmCQmSBKFlxDgEJN8j42mw0cx/kt+FS7JkJc1CiuAyE1CVqkSgDvNE2kWYdzSmfg/PIMQKfH0ZMDfBSjvgt1LX1wuzmMjrmwt64Le+v4VElKvBULxr0x5mUnIDrCJHvfwVIlwESdj7h1lbl8MhgMLWCiQiH0ZFHidikn1C/XzIq0lUp1d/ikOy6fiwvKJ9IddOeIvydSYsJF/q5kwSUDxeS0lPobSiZ22lR7oQ/kERGsZXayiIsuM5ItyEzLxrVr8jHm9KDmaA8q6zpQ3diF1k4+VdLVb8enFafwacUp6HRAbnqsYMCVlxErdNzIQe5ANOLySc4Pa11lMBhqwUSFAqSstkl0wB9kEQfkeVUAvtGP5rbB8e6OwOmOYAskWWA5jsPo6KjXwkMvuGSxFb8fSX+4A4gKqXTLVLaPKmmZVRq5CZZaEne0zM+Ow8K8RBiNJegdHENVfScq6ztxoLELg6NOcBzQdHIQTScH8c6XzYgwGzA3izfgWpCbiBlJEbIX/lBcPsn5YakSBoMRKkxUyCDUdAe9iMtJSZDBVCQvznEcPtnbipffr4WTpDsWzsTdV/mmO4KlUsTig3QRSC24Uk+2wXwqlEQa5LaPql0TEWyhlZsqCTWqQqdKrEYdVi1Mw7mL0qHXG3CsbRDV4yKjtrkXLjcHm8ONyoZuVDZ0AwCS4yxCwWdxTiJiIpWlSuS4fJLoEnP5ZDAYocBERRCCTRb1a2mtwJqbTncA/OJjG3PhT+/UYNsBPt1hHk93nO8n3eEPsnACgdtc5RQBRlj5NlVniI6a/piqmgiphZYcs5zIzWQQR2/SE82YvTITV5+bC6fLg5pjvYLLZ0vHMACge2AMn1e24fPKNugAZKfHCCKjYHYcjEblqRI5ws5utwsD4wCw1lUGg+EX1lIaALGZlVSBodls9sllk5uvnIJEunjT5XLBbDaj4Xg3fvd6Fdp66HRHGbJmxihKd5Bog5T4UFosaTAY8O5Xzdj8cSOsZgP++qvLvFIWABAVFYWRkRFVuy3ohV48YlzthZ4mUPum2+2GxWJR/Vhp6EW+b2gM1Q1dqKzvwP6GbgyM+LYDW0wGzM2KF0TGrJTIkCMLdA0M3UGk0+lgs9ngcrlY6yqDwZCEiQoJ6MmidLeGFLSoUJrukIp+fFbZhpfePSikO1aVzsRdVwZPd8h5b5pQOjDe234cm/99BAaDDlseWyu56IyNjYVsthWMYD4NWnpj0BEUUm+gZVcJDb3I6/UGtHQMCfUYh4/1CtcKTWKMRWhbnZ+TiNgoc8j71+v1MJvNQuqPdvkk/yHfB6vHYDC+3jBRIULpZFEiKsQmTIGQMrMatfPdHdupdMftV8zDmsWzFKU76EhJIC+MUETFR7tO4LWPGgEAr//sPGHhoMPmhHCYUdEpGnqh18IbQ7zfqKgowfSMfDf0vrU04KKP2+UBao/1ClbizW1Dkq/JmhEtdJUUzI6D2WRQtE9SzDs0NOQTPaKPnVxX5Lyw1lUG4+sFExXj0KFtsjjKWXjpVrxQvCoA4NgpvrtDSHekROHhG0qROUNZukP83maz2e8xhCIqPtl7Ei9/UA8AeO0n53rl8HU6HaKjo4WukqmIJshZ7NSAiAqS/ggWQVHbgEsMnaoYGHGguqELVfX8QLS+IV9HVbNRj6LMeEFkzE6NChpZoEUFjRKXT9a6ymCc+bBCTXhbbZMiNbndGuQGKcf2WsrM6uM9J7DxgzohhH3u4gzcecU8WM2GkNId4siA1A2cNkdS4hVBWkoBvliTFhXktST6Isf1USunTfI5/HljqG0jHqzIVesICl3oatLpsKw4BSsXzIDBYMCJjmHB5bPmWA8cTg8cLg8OHOnFgSO9AID4aDPmjw9Dm5+TgPgYi2rHLtW6ylw+GYwzl6+9qBAXY8oNXZPtSSFkIKS8KkbtLrzwziHsONgOYCLdccnyHCF8rDTdIccHg/bY4DhOkVcEbcTkb/y5GCUDstR22pSa/kn+Q4ubUFM0/hZDJcesdVdJcqwBl5w9G99YkQUPB9Q29/GpkvpOHD01CADoH3Zg24F2bDvAX4tz0qJRksP7YxRlxitKlQQ6dnFHDWtdZTDOPL626Q96sqiSiABZnMj2dOeGFFLFm0fH0x3t4+mOWSlReGg83UH7QyhNd4ihi0jF4oMWIHILIHcd6sCzb9cAAP748AokiJ5oY2JihO4AOfjrMtDCaVMMvV9xZ0cwcUOnepQKAn/nWosIihT0vodtLj5V0sCnSnoG7D7bmwx6FGbGoTQ/GUuKZyEpWge9PvSuEjnXGXP5ZDBOX76WooJOdyiZLEpudvT2tFW3GHFKguM4fLz7BDZ+OJHuWF2ajjuvnCd0d8gdTCbH9puICvLZafERSLT4K4DcceAkfrOpEgDwhx8uQ0p8hNfrlIoKMbQhUzinj9Kj1eV0dkxGVIiZqmJTwFvUGQwGnOwaEbpKDh3twZjD99hio0xCqqQkJxEJsfJTJWKCddSQ1lXaBZWJDAZjevO1S39IeU8oSXdIbS++0clKd5j0uP1y3+4OILBjo5IppxzHCflrJYuyvxC2xTxxuRhNFp9CUNJuGCpShkxqWWoHIpCNuNS8EDWLLqdTqiQxWo+LzsrApcsz4eF0qG+ZSJUcOTkAjgMGR5zYcbADOw52AAAyUqKEgs+izHhYzcpSJcFcPsmxOxwO2Gw2r21YPQaDMf342kQqSIiZvhGFku4Qb08v8ECAdMcb1WjvnUh3PHxDKebMiPGJZojNtKQ+C5268UcwE65QFqhDR3vxq9eqAQC/f3AVcmYleD1dGo1GwadCbfw91Wr9RO8vZK/T6eBwOGTPcwl13/7SQ+FOlYzY3TjQ1CW4fHb1+6ZKjAYdCmbHCSIja0ZMyKkSwH+KihaVdFcJa11lMKaer4WoEE8WpZ+OAiEnxUAWGilvC5LueOWDWqGwcXVZOu68Yp5fMyt/okLulFPAWwiRhVdMKKKi7ng/HnuFT3/88q4lyE6P8XlyJO+ttV9DuNpHxZBzS2pfpEL2WjGVqRKTyQSr1SqkDTt6bagcj2IcPNIN25jv9xwdYcL8nARhtHtSnDXk/cupvwHAXD4ZjCnmjE9/kIWNpC88Ho+sbg25KQayPWnRJNuP2J144e812HloIt1xxxXzcN4i5WZWSj4LLT6C3VSVpivollIy/pxOWURFRQk3d3oomRZP1lPVPkoEqcVigc1mAzBxziMiIjRNV/hLlYjTQ1qkaQh2Ox+hiIvU48Ils3Dx2XPAQYeGln4hVdLY2g+OA4ZtTuyq6cSumk4AvN18SQ4vMOZmxSPCIv/246+bx2Aw+KRKnE4n7HY7a11lMKaAM1ZU0B0Z9GRR8jTtD3FHhRwBQvYnpDtODuDpzfuFdEdGShQevrEUs9N80x1SnzuUzyIlPgKNZbdYJmoi5C663i2l0gsWvfAF8qhQs/BSTvuoVgWfYnFDdy5oKW7ofZOx5eESVoCvwMmeEYH8jFzcsLYANocH+xs7UV3Pd5Z09PLi61T3KE51j+Jfe1ph0OuQPztuvHU1CTnpylIlSmpR7HY7PB6PEOFhLp8MhnackaIi2GRRf08sSlIM9Pb0ov+v3SewkUp3nFPGd3dEWEyy/SToBUJJukMsPqQWEVJrQfw1lBhSKfWpEN/46fC1loWXZL9aj1YXX0dyjaC0SFeEw5cjkCgRi6tF+YlYOjcVBsMCdPTaBBvxA03dGLW74PZwqDvej7rj/Xjr82OIshpRnJOAkvHOkpSECL/7krN/KXFHzvnIyAhz+WQwNOKMExXi7g656Qul6Q66CJIvZHPi+b8fwq5DfFW82aTHnVfMw3mLMySLNwNBnqKUpjukFin6Zkk+h8fjwdjYmGTLXqAwulT6I9D+xNDOj3Qbp9SIczUXXHq/aoxWl/vEP5XpCrnCSot9i8VVbIQeaxbPxNqzZgPQoenkgFDwWd/SD4+Hw4jdhT2Hu7DncBcAYEZihFDwOS8rAZFWZakSsbijv3Pm8slgaMcZU6hJFuxgk0XpwkpAWUcFeT0tEPR6PY63j+DJ1/YIYV4l6Q6aYJ0mNFJDycTQQknsGEqiOVLtsOKCOHIDbu8ewr2/+woA8OD1JVgyN8XrtZGRkUI4XilTVXgZaL+BaiIm68kxlcZfoXSVkCf+4eHhSe+fPudjTg8ONHWjqr4DVfVdwvwbGr1Oh7yMWEFk5KbHwGAIPX0h/s4BeIlZ5vLJYITOGRGpIDcEuQs4uUEoTXeIF2aO4/B/O5vxyvt1wpP7eYtm4fYr5ipKd9CfhRSSBlpQlNZ90EWkcp7C/Xk2REdFTmyo45/s1Frs/YWvta4PmKqaiEDnWa5tuhb71roGBfA95wtz47G4MBkGgwFd/Xah4HN/UxdGbC54OA4NJwbQcGIAf9t6DJEWI4qzE4TR7mmJkUH2GHj/gVIlNptNEF5EjLF6DAbDP6d1pIIO4cqdLEo/kQZ6yqcRm1lxHKdquoM21iJPRf5eJ+XqGex9pT6Hv0hFIEZsLtz5my8BAA/eUIY15XO8Fl2TyRRypCIQdH1AOJ02A7Vwms3mSUUqgiHHo0ErpPZNPCFGR0c13TedqoBOj6MnB1BZ34Hq+i7UHe+D2+N7u0qJtwptq/OyExAd4b9AWcn+yXdOjt/hcAgpQ9a6ymBIc9qKCrnpDjH0jTKUdAcAHDk5gKc3VwvpjtlpMXjo2wtUSXeIzbRoaPEhN/LBcZzkBNVQRIV9zIXbfs2LijuvKML55Rk+iz05T1ou9lO14Prbr5YtnEBwO+twpEroNEC49g14pyocLg6HjnSjsq4D1Y1daO0ckfi8QO6sWKF1NS8j1qvAOJT9W63W8ffW+bSu0qkS5vLJYJymooJOd+j1etl+AMEWWjFS6Y6PdrXg1Q/rhO6HNYtn4XvfLIVBzwkCQc4C4y/iICUqlNZakKgKebqUOlZyDpTcAF1uD25+fCsA4LuXFeDCJRlef4+MjBTez9+wKLWZKqfNmJgYOBwOYf/hXGwD1QRoZThGUgPEKjvcUSPA1920Z2AMVQ3jqZLGLgyN+grxCLMB87IThHklM5IiFC/6UVFRQkEnc/lkMAJzWtVU0NEFJXUC4m4NskDL2d4r3fG3Q9hVw6c7LCYD7ryST3eYzUahDkJpuiPYTVhJukNcaxHIk0Ov18NisShahAx6uvvD95yTMDExHpKquFfbo0JqfoTYr0CraAKd6qGfVsUjvtVe6JXUBGjljTEdukoizXqsXpiGNYtnQafT41jbIB/FaOhCbXMvXG4ONocbFfXdqKjvBgAkx1n4gs+cRBTnJCImUl6qhJxDqQ4m0jIsLrZlrauMryOnTaSCLEihTBYVd2uYTCa/eX+pdEdT6wCe2TKR7shIjcbDN5Ridlq08DSiZNEH/IshujtFHCkJhFTRKTkWcaSCjtgonSdx8+Ofw+XmcMMFubh8ZabX30iBIXGaFB8XnSoJR+ogUCfLZKMJgbo//M0L0TpqA2hn5S2n+2Mq0zSAt7BzujjUHOsRREZLh+/n1gHITo9BSS4fxcjPiIPR6BtZiIqKgtPpDBrdDHTuyfGz1lXGmc5pEakQe0/IfdKVqm8IdFOT7u5owWv/N5HuOG/xLNx+uXd3B/mMgVAScRDbfit10gwEOUaHwyH054sNmgKFs40GPVxut1+fCn+Q9xR7VJDuDi08KuR2WIQaTfC3IEylCZYSp0ktvDH8TR2VmvaqVVcJSevNy4zFgtxEGK6Yj76hMVQ3dKGyvgP7G7oxMOIAB+DoqSEcPTWEf3x1HBaTAfOy4jF/XGSkJ0cqWvQn4/JJRAaDcbozrUUFeboDlLVFitMXUjdO8oQutT3HcRixObHh74ewW5TuOHfRLJ9oBh36lEKJGJKy/fZHsNZS+v+LtyWtq0pcL10ul2CAJcdR0x9Siz3Zr3h+hpoLn3jRmUzaQMkT91SaYIlTJfQiFy4bcfH5lrq21C6wFQs7q1GPFSWpOKcsHTqdHi0dQ6gYj2IcPtYLp8uDMacbVY09qGrsAQAkxvCpkvLimZiXGY8Ic2jHD8hrXeU4zmsbFsVgnI5M2/QHeeIxm81eT5TBCNbOSaIADodD+BFLpTue3lyNzr7x7o7UaDx8YykyUqMlox8Wi0VSvEiJlUDQPfDBQq1yIh8kzErqSOht5YoWcTj75l98hL7BMVy5KgvXn5/jtb3VahXaDkNFvPiEyxRKadogOjpalTHvWqZogiHVquuv7kVN8yuy72mTKnFzqD3WK3SVNLcNSb4ma0a0YMBVMDsOZlPokYVgx09aV8W/BQZjujMtRQVR+PRNNhRzKiloUUHen053fLjzODb9X71Xd8ftl8+D1WL0KvakBYSUqFDiVUGLD9KiFkhUyK21IKKCfhImhNL9YTAY8P2ntqGr34YrV+fi9iuKvRYBEsKdjKiQOgYpjwotOx2A4DUgkZGRqogKqf1OVXdFoJZZgI8WqiUqxIjbMgHtO1po6GMfGHHwqZK6Duxv7EbfkG/9ldmoR1FmvFCPkZEaNalFP9Dxi10+WesqYzozrUQFeSIFIITqxf8uhdKIAAk90tuP2Jz4498OYc/hiXTHXVfNwzllvukOMWaz2evGp6TAUkkhqZLjJNuS+gmp1EgoC+JDz+5Ee68Na5dm4M4ri31MgjiOE+aKqI2/Akitwvf0fonAoI+VpDW0eqoOVvCpdspAvG+pY9Y6YkT2PVXHTfZPC8oTHcOoauhEZV0nao71wOH03Xd8tFnoKpmfk4D4GMuk9i+n0Je1rjKmI9NGVPibLEqetP0tUkoiAmR7o9HoVVAmTnfMSYvGQzf4T3eIIaKCHjcuN90hfm9/okLJcdLb6vV6v50ucrw6xPy/P+5Ga9cIzls0E3deMddrnxaLxcsES+vuDjnV9lpA136Qm3k4nqqnypMD4IW4yWQSigsBbYsuaaY6VRITEyOkI1xuDnXH+4SukqOnBiVfMydtPFWSk4CizHjVUyW0wCOfjbl8MqYD06JQU9zdIaeLAVAWEaC3J/vkOA4f7jiOTR9NpDvOL8/Abd+Y65XuUDK5VG66I5SODSWtpWQhJwWu/rZVekP2V6hJf4cjIyM+BYFadHdM1Wh18h0Q22apAjwtoidyPDm06uwgUajR0dGwF10GOm6tPUEIxCUWAAoyojE3Mw63XDYPQ6POia6Sxm70DNgBAC0dw2jpGMYHO1pgMuhRmBknRDLmpEVDr1fWVeKvq4Z0MdEun8QnhrWuMqaCKRUVZAEmdQ4kzy/eRvyDUOIwKbW9yWTC8KgTz729H3sOdwIArGYD7rqyGKvL0hVHP8g+5NzQ6C4Mf06XBKXpDrFQIedN3JlCp0YAZTdkYnkcqKU0UCunlt0dUsZExHxLq6d6Je2jaj/RT1Vnh9Qxk+9X6zH2gLKuCi1SJfR1ZtDpcNa8ZCwvSYPBYMDJrhFU1Xeisr4Dh472YszhhtPtwaGjfTh0tA+bcQSxUSbB4bMkJxEJscpSJXRXDSAtpsk1NzY2Jrh8kmuDpUoYWjJlooL86OWkF2iU+D34276hpQ//s2mfV7rj4RtKMUtmuoMgtsSWG0WQ89mVCJtgQkXqfT0eD0ZGRoQeeblP2cQcSElLqb/WQvHip2YoO1DbqlptnFJPf1MVPREfL13gSp5otUpXBIsk0Iuc2pGEYKJO6xSR+LwnxRhw0VkZuGxFFtweoL5lIlVy5OQAOA4YHHFix8EO7DjI129lpEQJXSVFmfGwmpWlSqTEtJS4dLmYyydDe8IuKuibOe09oSTdIfemKN5ezXQHvegHQ2m6A+AXIznHqUSokG3JTZCMLqd75InAoBciejGYSH9IH0OwG5S/RUAtQyp/BHuqV5qjlyt85ERPtHiiJ+ImmJ22Fk/zciIJWhXXKjGg0iJVIo4i5KVHoXB2PtZdMhfDNhf2N3YJravd/XyqpLVrBK1dI/i/XSdgNOhQMDsOC3ITMT83EVkzYhSlSvyJS4PB4JMqIdclS5Uw1CSsokIq3RHsKZwUwykxv5JKjwzbnNjwt4OS6Q6xMVQwxNEM2lnT32ch7y2nY4N8brm1Fkq2HRsb8yoKBSAU3pEbst1uFxZAcRTDbBofmuZn9odS6MUvXAtQsPQMoE2OPlD0RMu0EACfRUQqXaHF07yS9JAWkQQlqRKp64s2owsFr/Ou02FJURLOLk6FwWBAW88onyqp68Choz2wjbnhcnM43NyPw839wKdHERNpQnF2gjDaPSnOqmj/k3X5JIXXDIZcwiYq6HSHksmiYm+CYEilOxpP9OPpzdXoGn8yyJwRg//4zmLMSLSGnO6gF3J/NxwlUQRafARy56S3JZ/D37bk30kBKblp+LtJkCcWYCKkTeZ4kCcZ03j6g4MOkZGRqobT5SxAWoTw/aVntH6y9rfgaV0ToaTgU+2n+al0F51qgSMWlfGRely4ZBYuPnsOOOjQ0NKPqnp+6mpjaz84DhgadWJXTSd21fAPQ+nJkcJY93lZ8bBalN3ClYgsEsGk02hMYDCCoXlLKfkhcxynqN2SThkA8tofpWZ3fLDjOP6XSndcsCQDd129AGbjxAIq5+YVKJpBpzbEn0XOe4vFh8VikfSWAJTVlNDbjo2NSRa9yoUsRM++dQi7D3chf3Ycnrx3uZdREikIGxkZ0aTFz585k7+nTDWQalt1u93C0Dd/7bpq7TfcJlj+HE2JGB0dHdXUn4L+jsPpjQH4jpQnx20wGGC321U3OhNDH/uo3YX9TV2oqutEdWOXMMzQ6/PqdcgnqZKcROSkK0uViPHXugtAeMBgLp+MYGgqKsjTkNLiSnoBJ+mFQDdvf+mOP759EHtrqXTHVcVYXZouLPihpjuk/k5EhdLOFCnx4c/2W0lrKdlWXKMwWZ57+xC+2t+G7JkxePzOxQAmIjhms9krlaJFxwMhkGeDlosu2R99DWnZaSDer5Sg0nK/4oK+cDp80mmpcLuL0gKHPAxpWQsSaP9GoxHtJFVS34GDR3owave9j0ZZjSjOSRC6SlISIib1Gcj5J6MSAObyyQiOZqKCXHxKvSTET+1yRpX7dHec6MczVLpjzozx7o6Uie4OOvzrDzpaEijiQLbxeDyyxVMg8SEWFaE4aQLwCufThkWkODCUheiFd2vwecUpzEmLxm+/vwzARBTDarXCZDJhdHRUKPYMV0SBfnoKx6IbFRUlXBNSwkaL8DlhKkywzGaz8DuUEjdapCvETIWw0uv1iIqKgs1mE857OL9r+nOQ4wd0aGodQOV4qqThRD88Ht/f1IzECKGrZF5WAiKtoWW7Sb0P3a3HXD4Z/lBdVJCLD4CiJ3Z/C3ggUSF+yuc4Du9v59Md7vEf2YVLMnDrN+bCap7o7iCh3ECiQknxpnjRDiaegkVuaFGhpLWUbhe123lBRT85kL+TmyK9IMh96vvze7X4955WpCdH4pkHVgj7IP3vZB6GWBDRleVaRxSkLKbVXgCioqLgdDr9FsGR7ywcC2449ktExcjIiPBv/s6zki6aUAmXyyYRFSMjIz6zfcQiVqsiWynoY7c7PDjQ1IXqhk5U1Xehrcd39o5ep0NeRqwgMnLTY2AwyFv0Se0UfQ8O5vJJorbM5fPrh6qFmuRHTW42oaQ7xAJE6sYg9ZQ/NOrAH/92CPuodMfdVxVjValvdwd5rT+UFFiSSAD9WQIhpy2WvIeSIlK6XZQsdOIfMS0eyE1Br9fDYuHNd8j3F+ipj5hfOV0Too8UeBGjHVpkkYgQqRGhO0q0am0Mh0cFEPj8qtG2Kpep2q+SbhYtCj79uUyGw2WTvGcwbwitUiXi77wsPxHlRSkwGo3o7LMJqZIDTd0Ysbng4Tg0nBhAw4kB/G3rMURajCjOThgXGQlIS4xUtP9gLp8RERFeLp82m02437DW1TMb1SIV5GZFFhO5N+tgCzh5CqYXJfH2DS39eHpLtdD3nTkjBg/dsNAr3UFvTy5u8ZO/3HQHgX4y1Ol0AYtJlaQwaGvtYJ+D/szENjqUH6vcKMYf/noAOw52wGTQ4cfrFmNhYRpMBp2sgkVyHLSwISIj3FEMuhgwFK8Iqae3QIhzz1r7JfjbLxDaYisVqQgEXdBHh8vDUZPgb9+hpOD8RSqCvUZc3BuOeh+p/UOnx9GTA6is70BVfSfqj/cLUVya1ASr0FVSnJ2AqIiJNnmpqFwwpFJVtMgQt66Sa5Nx+jNpUUF7T6iR7pDaTjyq3Dvd0Yz//ahhIt2xdDZuvazIK90hfn9yMdM/EjqaIeemQ9eKkPf096NTksJQUuhJf2YSJVBD/dNRDFIg5/F4sLXiBP7wZjXoe5LZpMe8rASUFiSjLD8ZM5LkP/GQpx2O43yiGOHKmQda7ANdl0pFBc1ULbiTWWyVigoxU7nQBtp3sGikwWBAZGQkhoeHQ/5O/NWChKMOBfCOII05PTh0pJtvXW3owsku3+9TpwNyZ8UKImNh4UxwHndIAwj595PX1UP+zlw+T28mJSpI+Isufgw0FZOgdAEn4UR6e6l0xz1XF2PlwuBmVmJRoTTdIY44BKr7IDcSOU+F9MIWbHs6NUL2q9UPkYMOr/+rEe9tOzaxf70OLj/FYaUFySjNT0ZxdoLs6Yx0FENc8EVHFLQsjJNql/OXOpiMqBAzVe2jShb6yYoKMVO50ErVoPgTkmqICppAC2y4ukro4+8ZGENVA1/wub+xC0OjvvfLCIsRxTmJKM6Kx4LcRMxIipjUvUbOdUc+J0uVnH6ELCrIl0/XCAAI2v6ppE6A3p7O34nTHVkzY/DQDaVIT46SJRDIRU0EUSjpDlqsSIkKJekOwLvWghyvv/NDO2mSz6HVj65/eAy/f/MAapv7AQDJcVY8cssSZM2MRf3xPlTWd2JfbQeOtw/5fk6jHsXZCSjNT0ZpQRJmJkXJ3q+/KIaU8NJqEaIXe3HqgNQMaeFTEajLQctFR6r4kJxjshiqJSpoprLgM9giz3EcIiIiVBMVYuhIWbjbZgHvBV6n0+PYqUEhVVJ3vE/SOTc5zoqS3ASU5CZhfnYCoiP9OwrLIZDIk0qVMJfP6Y1iUSFOd9ALrLj+wWtH1CIrZxGg0yNkAXW73XhvWzNe/5d0ukOuQCAiQBz9CEQgMSQWFUo6R6TEB/lsYlFEb0vstrX8cTWc6MfTmw+gb4g/rpLcZDx8UxmodKvwY+8bcqCyvgsV48OTbGO+gi4tMQKl+ckoK1AWxQAmikinQxQjnCmLqfLjkFropULWWqBWHUgoSEWNgIkx91ov8tMpVeJ0cTh0pBvVjV2orO/EiY5hn+11ALLTY1CSy09dzc+IAxk6GApyU3SsdXX6olhUkEJAqQXWn6hQUlMA+KZHTCYT+gZHsf6v+7GvrgsASXfMx8qFM0Oe3aE03eHvR02LCiWRGHJeyCJBkBIV9LZS7aJqwnEcPtnbilc+rId7/Enl6nNzccMFeeC4wGLNYDDAw/HRpIq6TlTUdaK5bdBn28lGMcjTDMnFms3msEYxIiMjhWucLLrheMIMFE3QctGxWnlLe/LUGK5CUzWLLkOB7qAJ9yIfrKhYS2FH9m8wTHTy9A7ax2sxOrG/oRsDI741FhaTAfOy4jF/XGSkJ0dOOlUiJarp71+n07HW1WmEYlFBigH9/aDEFtOhpjvoBf/fe0/i5fdqhDbGrJkxePiGUsyUme6goZ0BldR+BBIrREyRY5ZzswlkCiYWFXRdhtb1Ew6nG395vw5bK08B4MXbD64vw5KiJMU3UCKE+ofHoxi1fBRjNGAUIwnzshJhUTD+mY5ikBsxERmhdncEQ1xTMRUpi2BpAzUjNhaLBQaDAaOjo1Pa2TGZostQIC2qQ0NDU5qmAaYuVRITEwObzSYISv53pUdLx5AQmTx8rFe4P9MkxlgEb4z5OQmIjTJL7EE+cqJYtD8Gq8cIPyGJikALLDFuImF8QHm6Q7z9t//7X0JuT6cDirMTsWReGs4qnon0lGhZ76/U+luJWCEXObm5BTqlcmotSPcH+ZxAeNIdXf02PLV5P46d4usjZqVE4ZGblyAtwTzpm6V3FIN3A6yo7cAxP1EM0lFSmp+EmUnyn3ZI9ILuyhFHMdQwKQpUqDlVnQ5KChCVQosKMf7mo4SjLkDryA0tKqT2LbXAhaseIhypEp1Oh+joaIyOjvocD33sLg9Qc7QHVXUdqGrokqyxAvgHwpJxK/GCOfHCgMJQP5tYaPlLlZD7AEuVaI8mooKoxVDTHeKPdNeTn6N3UFoApCdHoawwGYsLUzA3K1HyIiUXHbnYgtV+KCnepG8o/oaASR1noPNC15Ko3S7qjwNNPXj2rYNC9fdZxTNw/7ULYDJomzfvH3aiqr4T+8afeKRmGqQlRAgCozhbuyiGkifNyMhIr1RUsGOVWvi0bJWV6mSZTE1EIFEhJlDURqvjBbRJFwQSFeJ9B0rTaHncgHYOo4FEhXg7ev8Dww6hq6S6oQv9w76pErNRj7lZ8Zifw6dKMlKjJnWPC1YHRLt8knoMFsVQH9VFBTFukptnlRMReOKVfahu7EbB7DgszE9BRV0Xjp4a8NnOajZgQV4yFhelYFFBMhJirZIDu/yJilC9KkjdRyBRoSQNRIqPwtIuynH4x1fN2PJJEziOjwTddFERrlyVBY9H2yctAh3FaDwxIHSUHDslHcWYm5WA0vwklOUnY6aCnK1UFIO2EFfyZE/yzHJEBY2/ELqWRabA5NtWlYgK8X79FZpqebyAOukCk8kEq9UaVFSIkVMLoCVqpUqI+VcwUSH1Onr/JzqGUTkexag51gOH0/e3FR9t5lMlOXyqJD7GInt/UkidA/r3TTrtWKpEXULq/pAyQaHD+uLCQ8kdK4gI/O6Nauw61I552Yl48r6VcLlc6OobRWVDFyrrunDwSA/sDt8LPndWHMrnpqE0PxE5s+JgoMYC+6v9kHOjkzKo8jdZVGnkg55+abfbhSdsLRi1u/D8OzXYc5j3+oiOMOFH31mM4qw4zavMA0FHMaobOrGvli8Ok4pipCZEoDQ/CaUFySjOToR1klEMIjKCPdmHKiqkjlWcsghHISAtbOTUgIQqKsRomaIJRKiRBJPJBIvFguFh384HJQQ6bq07WiYTRQnFUVQKev9uD1Db3IvK8ejkUYmHBwCYkxYtdJUUzolT1C0mhVQEjbWuqo8qooL+ofgrPqRRGhF47u1D2FrZipxZsfjt91f4bO90eXD4WC9fDFjfhXaJgTqxkSaUFqZgcWEKSvOTkRgfLQgCJYu+OJVCkBIVSo5TXPMhDt+qHT492TWC372xH6e6ed+B7PRYPHJzORKijZoWmymFPPFwHNDYOoCKuiBRjMx4wXxLSeW5VEcJ7e5JrmtyEyaFuZMVFTTBwvdaRzEC1YCoJSpoAnlEaF34KDeCopaooJnKQldAWapELVFBIz7+oVGnV6pEKtVtMuhRlBkndJXMTo2GXj/5VIn42nO73YJ9AbkPsFSJMiYtKsRdDCaTKaBxk9JuDaPRiD+9ewj/t6MZM5Misf7h1QG3N5lMONU9gj01bdhX24na5l4fAxe9Xoe5WYlYXJiCpcUzkJEaLesGFqhjQywq/IkPKeht6XZRcpOn84Nk35N5stld04ENf68RojvnLc7AXVcWQ6+buuiEXMj5GBgZr8Wo7UR1YydGbL7nOCXeKtiHF+eoE8Wgn3LIb0GrRWCqnuqlakDI8ZEuAC2YKmdRwP+5JguLmqJCTLg7WsQEKjj1eDywWq2amX8BvqmSk10j46mSThw62osxiSh0bJRJsBEvyUlEQuzkUiVyhDVJ7ZNtmciQJiRHzbGxMb8zKgIZNymJCNDbv/JeDd754ggSYix46dHzJLf393lsYy7sb+xGVUM3Kuu7BCMnmpR4KxYVpmBRYQrm5yT5FALK6dgwm83CcUnVcfiD3tbfdFFyfPRMDnLDJYufnBu9x8NhyydN+MdXzQAAg16HO66cjwvK06c03REq5JwAOiGKUVHXgaMnfaMYRoNuvBaDL/iclSK/KEwqihEZGSkU04qjGFosflKFl+FoZ6SLW8mxhmvBU5qiUYtAEZRwRBK07mgJhFQUBYDX4hoOAy7yGTycDnXHJ1IlR04OQOrUZ6RECa2rRZnxih4g/H0GscgEIDz40akSOuLDCFFUuN1uv9EGKVGhNN0h3v6tz45gy78bEGExYNPPLvTZXm5UwOPh0Nw2iOrGXuyr60TjiT6fC9Rs1GN+bhIWjadKZiRHCxdVsAJVYpADBLfmpoVKKNNFlUYxBkccePatgzh4pBcAkBhrwf/7Tjly0qOmVbpjMpDzMTjiFNw9qxoCRDHGBcb8nERYLUbZ+9Hr+XHvY2NjGBsbE9rV6EVA6wXI39OlVsKGpD9og7dwRk+mquCTzDwhlv7hjqBMtcAhhaqkqDHc3hxikTNsc2F/YxcvMhq7hFENNEaDDgWz47AgNxEluUnInDH5VInBYIDVahX+v7/WVRLR/Dq3roYkKshcBqkfE7nwyQIcSrpDvP37249j4we10OmAvz5xkdfiGyglIYaOZgBA78Ao9tV2oLK+C/sbuzEiUQg4Z0YMFhWmoCw/GYWZ8TAapC8WEhqT00ZLiyY12kXJDZd+oqNrMY60DuCpzfvRPcD/AOdlJ+JHNy1ClOXMVdbiKAYx3zpy0rdryGjQoSgzAaUFfEdJoCgGqbMgc1f81WLQi5/WC1A4cvRSNRVatHDKJVxP81KD1KaqZRYIvwGWuKVW/AQPhM9CHfBNlbT1jPKpkvpOvwX7MZEmzM9JENIlSXHWkPYtZQImJbTIA+LX1eUzJFERrHWShPNDTXeIt/9030k8//eDAIDXf34hLGaDrJQEjTiaYTabvX4EbrcH9S39qKjvQmV9l6TPfaTViNL8ZF5kFKQgLtosHLNcXw66tVSLdlFyMZMf/ad7W7DhbwcEt7vLV+Vg3cUF4MLULjpdoKMYVQ3jUYz6LgzbfL+vlHgrFuYnoTQ/GSVUFMNisUCv18PpdPoVyOJaDKkohtYhfC1qE+QUaoY7ekLQUtwEm8461a2jWgucQC21U+3NAYhTJfx4AJIqaWztl0yVpCdHCrUY87LiZUUpA/l1yLnuv04unyGJCqnWSQKd8w813SHeftuBNvx+y34AwF/+8zwkxkXKSkkQpKIZ/gpKyWfp6B3B7kNtqKzvwqEjPXCILGh1OiAvIw5L5s5A+bw0ZM+MBcD5vXHSook85Wp5YTldHrz6YT3+vbcVAGA2GfD9axfi3EUZXlGMMyX1oQQ6itF0chCVdbz51pFW3yiGwaDD3MwElM+dgfK5qUiNl+8uSkcxgImUF31jCUcYXY3aBKXdH1PZ4aCmuLFYLDAa5U9nDVRcq/WTvBYGWEq6X4KlqMJxv6FF1qjdhf1NXais47tKOvtsPtsb9Drkj6dK5uckIic9RjJVEkhUiLcTR5PEvze6HuNMdPlUXVSQfNJk0h1i9tV14cnXKgAAf3pkDWYmR8v6gQaKZkjVfvj7LGNON2qO9qKijp/W1yWRx0uIsWBRUSrK8pOwMD8ZEZT6VTvdEYzeQTue3nIAjSf4RTItMRKP3lKOWckRPsWeWrWsnk4IUYxRJ6obugRfjOFRX8GaHMdHMcoKkjE/J9Hrew4GSRuS80wExlREMQJVuUsx2ZbSqbIuD/Y0Hew8T+a4pYprw13wOVlxZTabYTabQ+p+mUqBBfgazbX3jApj3Q8e6ZH0vYkw6xEVacaSohSsuzhf+PdQW2uDtU2fiS6fqokKegEHIGmQJd5ebnqk5mgvfvbnPQCAPzx0DjJSIoP+GOkLWSqaQYsKJZ+F4zi09dhRWd+FvbXtqG3ug8fj/Vn4ToNELCpMxpJ5MzBnBm8mNTY2JoTFteLwsV78/s2DwgTBRUWp+OH1CyG19gWrxfhaRzF0ehxpHUBFfScqajvR1Nrvsy2JYpSOp0qU2AzLiWKEY9GVGz5X26diquoSlIobNY97qoQVELq4Cpb+0Xr/akKLLI4DmloHhIFoDSf6fe7jr/zXalhMRuG1kZGRqpiA0df9q6++ii1btmDp0qXCf1JTUyd1nFNNSKJC/AOQMm4KJCqUdoMcOTWEHz+3HQDwxN1noSgzIeD25AsLpIZJwabH45H9WaTEx4jNybesNvagsq5TchzwjKRI3lZ63PVxMkN0/MFxHD7c2YL//Vej8OO4/oICfPO8HFn1E3TYjkUxINRBkIjV0KhLqMWorJeOYiTFWQX78Pm5oUUxiCcEeWohkb9wLLqBwtekVkdN8ys5+9WyswMIXvBJRJ4Wx+1PWKldbCqFXG8MtURFqPvXEvr8Dww78PM/78JRqpD71Z+cA5ORj/AQUaG2X8fJkyfxxhtvYOfOnWhpaYFer8eCBQuwfPlyrFixAgsXLvR6WD8dmLSooAsPSUFKoAmgoXSDnOwawX2//RwA8JPvlqM0P1n6YBQUb4qL2IJ9lmBCyGg0wuPhUHe8B5X1Xahu6EaTRI7eYjagJCcRZQXJWFSYjMTY0CqRaewON/70bg12HOwAwBeUPnTDIizMSwj5xkQLDPENjyx+ZyqkINPhcPiIZyGKcXIAlXW8yGiSKAgzGHQomjPh7jn7NIxihKvDwt9+6WhjOPYrDpeTUDVJW2oZvZPadzhbN/2lKghaiCo5+w9HqsTucON3mw/g8LE+4d9MRj3+9uQ3vH5focyAUcLJkydRWVmJXbt2YdeuXRgYGEBUVBSWLl2Kq6++GjExMVi/fj0OHz4Mi8WCvLw83H333TjnnHOE96irq8PTTz+NiooKuFwulJSU4Ac/+AGWLl0adP+TeS1NyKKCmDzR/x+AX1ERivkVef+27iHc/SQvKn50YynOnj/DZ/tg6Q4xpAVUzmcRd45IQVedk8/R1jWAqoYuVDX04ECTdLtT5oxoLCpIQVlhMvIz4hT3U7f3jOJ3b+zHiU4+5zknLQaP3lKOpFiTajehr0sUQ6fTwWKxQKfTCbUvgSDnZGjUhepGvmW1sr5TmPRKkxRrEQTG/JxERFpPryiG1WqFwWAQru9wdTlMddsqEZhEYIRroZuqThpg6r0xwlmLMmp34bdv7Ed9C/8AOCs5Eie7RxETacIrPznf6+ETmPAU0uL8ezweREVFCWtNTU0NduzYge3bt2NoaAi1tbVYvXo11q1bB47jsHHjRuzYsQO///3vcckll6ClpQVXX301cnJycO+998JqteLVV1/Ftm3b8Prrr2PhwoV+9z2Z14oJ2aeCfNHiBVyn4yeA0qJCabpDLBCGRh347hOfAQC+/60SnLtoltf24mhJIGixIkeAyPXBoC8+p9Pp447pcnlQe7xv3NmzG20S80liIk1YmJeERYXJWJiXjOjIwGGvivouPPf2IaHgaFXpLHzvmvkwaGy3Tb4f+mmOnB+ti6+0glRik6dSpT8LOopx9OSgMGlVMoqh16EwMx6l+ckoy0/C7LToSUUxjEbe8VLLMLLVaoVOp4PNxlfQB3qy1DqKEc7Flhy33W6fsm6WqeykIcdP0tr0Q0U4akEA7VIlwzYnfvO/+3Fk3IF35YI0REWY8K/drUiOs+LZB5cL21osFqEOT6uoncfjQXR0tHBd01x++eVwOBx4//33hfXLZrPh3HPPRW5uLt544w088sgj+Oijj/DZZ58hMTERAC+C1q5di6ysLGzcuNHvvifzWjHyH5co6II+f5DFJpR0h1ggWM0TH5N+2he3acp9siQ35kCtPEpSKSTfDPAW5iQH7X1cepTkJqEkNwk3X1KI9p5RXmA0dOPwMX4+ydCoE9sOtGPbgXbodEDB7HghTTKHWng8Hg5/23oUb39+FAA/y+TWy+bh0mWzw7Ko0zdvupvEYrEI14YS+/CphizKLpcraIGxP+iujjmpVmTPzMZ15+dh2Oby8sUYHHHA7eFw+FgfDh/rwxsfNyIp1oKF4+6eJblJAaMY5DojNx5yc6WH45GOEiKStEgd0NcA/WRrNpthsVg0iyaQ/TocDq/FlrQ+arXY0hX7gPdCZ7FYYLVaNWsPlrNvresRHA6H8NugoxhaXmMEj8fj9bukoxhk/0oF7eCIA09uqkZzOx/hPbdsJu64vAh/eb8OAHxsvkmUcGRkRPJ6V+u6k3q44DgO3/ve95CYmOhVXxEREYHMzEy0t7eD4zh88sknWL58uSAKAD4iv3btWmzatAmDg4OIjY2VfP9QXytFSKICgKwfDXnKl7PgixdxenuTUQ+jQQeXm4Pd4f3D4jjpUez+Pgu5+InilUJJKkXs0kn+LdhFNSMpEpcsm4NLls2BfcyFg0d7UdXAzyjpHRwDxwH1Lf2ob+nHlk+akBRnRVlBEuZlJuCL6jbsb+oBAMRFmfEf6xajcHbslEQJ6MUU8H6SJMp+OkcxSEEmCWuqBTleswFYVpyCFSVpgE6PY6cGhUmrJIrRMziGzypO4rOKk3wUY068MM59TpAoxoTnBoTvgR5KR2689GKv9uJDfifkt0JfAxEREcL5UDuaEI6F3t+5Fy90/hZaLVJSchZZtRZ5qeMn53xsbMyrFkRrQUkgx0bvX8kCPzDswK9eq8KJTr749MIls3DLJQXQ63XCQ2ug2SHi610tkafT6STPt06nw6WXXurz706nE8ePH8fcuXNx6tQpDA0NIT8/32e7/Px8eDweNDQ0oLy83Ofvk3mtFCGJikA3OfIFkgVFjtslLRD8LeJWsxHDNifsY25F0Q+lzptKUinkx0yeFE0mkzB4SUnNgdVixJK5qVgyNxUcx+F4+zAq67tQ1diNxhP8AJ2eATs+2XsSn+w9KbwuJSECD327FDnp0dMmIiAVxZho45o+LaskTafX64UiPK2ghdfsFCuyZkxEMaoburBPHMVo7sPh5j688e8mJMZaeF+M/GSU5CYi0uo/JUbEBS0ypjKKEe5ogpKFXsl+5WxHL7R0Nwup0dEykhBskZ3sIh9oe7mCUosIjtT+gy3wnb0j+OWrVUL6+dJls3HT2jxhTSOiQmqopL/zIOe60yI1uH79evT39+PGG29ETw//kJmQ4NsZSf6NbCNmMq+VIuRIhd83HH9ql1swKXcRt1p4UeFwcYJVstx0h9RnEV8ggSIlUtBRGHJBkf8m6QCDwaD4aV2n0yFrZgyyZsbgmnNzMDjiwP6mHny8+wQaTnh3k3T12fDo8zuRnhyFRYXJKCtIRlGA+SThhiymxD2UPidkABstMsIFnaqx2+1hFzd0FOPs4hQsL0mDTqfH0VMT7p6NJ/goRu/gGD6vOIXPK07BoNehYE7c+CC0ZGTOCC2KQVJ/ZKGXWnzUjGJIRRPIf7RMGwRa6LVMGdDXPeBdf6LlIgNM/SLvT1CGI4IDBF7g+0dceOLVKrSPC4qrVmfh2vOyvX5DZMx6hEW+qBAjFcnxF0mx2WxeUXO5tVVbtmzBiy++iGuuuQZr167Fvn37AEw0INCQdY1EMMWQ8xXKa6VQTVTQ9Q1A8PSI0noI0vNvd7hUiziQzyonUkK/Jth0UfLDIosp+WGHEsWItBpx5OSgICiMBh0W5Kegp9+G4+18e9Op7hGc6h7B+9uPI8JixILcRJQVJqMsPxnxMZaA7x8uaGEFTF0Ug3wPxIxsqpGKYlx7fh5G7C5UNXQLHSUkilHb3I/a5n5s/ncTEmIsgvHWgjz1ohgRERE+C5+axyvOz/tbdNSOYkgt9OGoCwhWf0ILL7WvfSWLvNT5JverUJASlFIRHLWFLA1535a2PvzytWphqumNFxXihrVFPlEzOekPJQSKpOh0OqxZswaJiYlYtmwZli5dinPOOQdxcXEB3/O5557D+vXrcfnll+Pxxx8HwBeSApBcv8hvjYhKMZN5rRSqpD/Ei3Iwq1Gl9RBGo1FQjqM2+SPF5YgVJakUutBTrjum+IelpOagf2gMz7x5AHXH+wEAyfEReOTmcsxJ5W/63QN2vg6jvguHjvZizOmBbcyF3Yc7sftwJwAgZ1YsFhXwUYyc9FjFLataIY5ikPNCRzHkCi+5kDbMyRRkag05ZpMeOGtuEpbPT4WO1GKMT1ptONEHjgP6hsbweeUpfF55Cno9P+65NJ//rpVEMQD++yBRDNoXg174iPhQc+GTW4Co9lO1VMpAqi6AmOiphb9FhkRt6LqvM63gM1AERyxk1Yxenuoewa9erUbvEP8QccMFufjGslkYGRnxiZqNOfl7TYTFW6AriVQEQhxJeeaZZ7B161bs2rULb731lmB+tWLFCixfvtzH/OpnP/sZtmzZgjvuuAM/+tGPhN94SkoKAKC3t9dnn93d3V7biJnMa6UIqaWUFgNSi7J4AiiN0m4QIlB+8sIOHGjqRnlRCh65ebHktkojDkSpy3kyIZ9bql00VALZZNce68FTm/ejb/yHsDA/GQ/dUAZ/D6MOpxuHm/tQWc8Xe0oNz4mLMvPjvQtSsDDIk+1UooV9uJwJo9Mdck5G7G5Uj3eUVNTxUQwxJIqxMD8ZC3ITERUh/7um21Y5jh/nHhkZKenXoGX7KB26DqeVt7htNVzHC6gz/C1UpNqEAQjiS8vj1qpttrVzGL98tVpwOr754nxcfPZsyW2NRiPu+Z8v0Ds4hqvPzcN3vzFPuOcYjUZBeGtFe3s7qqursX37duzcuRP9/f2IiorC2WefjR//+Mf4+9//jj/96U9ISEhAb28vPvzwQ+Tm5vLH2dqK888/P+D7V1ZWIioqSvJvhYWFfl9nMBiwd+9ev68VE3KkIlD6QurLV5ruoLsqnE6nEI6SMpAClIkV+r2D3SToz00K+iYrJghST+t6vR7/3tuKP//jEFxu/jx+87w8fPuCPHgC2G2bTQYh185xHE51j6KyoQtV9d2oO94Pt4fDwIgDX1S14YuqNsErgUQxZqXId3zUGjWjGEoNraYzdBRj6dwkLCNRjLYhwRejsaUPHhWiGMBE2yqph3E6nbDZbD61GFqF76eq+JFOGURGRgpRmnCkKwKlC7SOJEilacjsk6ioKE2PW4soSnPbEH69qRpDo07oANz2jUKcXz7L7/Yulwv2sfH0LHghRaet9Xo9rFarZl0t6enpyM/Px7XXXgu3e8L8qqKiAh999BFeeOEF4V4oJjU1FWvXrsXWrVvxxz/+USiwtNvtuOWWWxAVFRVUFBgMBrzwwgter73vvvtQWloqW1AAIUYqgIm+XSkFKZ4AGor5FQmzkvd49q8H8GX1KeRlxOHJe5dNHIBCp07y3h6PR7Bi9vd5wj1d1OF048/v1eKLqjYAfLHQD64rw8rSWV5pEvIEKZdRuxMHmnpR2dCN6sZuDAz7PtmmJkSgbFxgFGcnwGxSJ6eoNnQEI5h9OF2QGYqh1ekEHcXY39iFfeO1GFLfdUKMedwXI3gUQ1yDQs4xXRtD5kOIbe+1LMClawO0tBCPjIwUntQB73QFfbxaFT7ShOuYaaKjowW7ejpqFM7jBpQf+5GTg/j1pmqM2l3Q6YC7r5yL1aUzA+6D4zise2wrPByHm9bm4bLlc4S/RUVFCfd/rY5fr9dLLt4ulwvnnXceOjs78b3vfQ/d3d1466238Pvf/x4ZGRkA+EhDX18frrjiCmRkZOD++++HyWTCb37zG9TX1+Ppp5/GZZddBgDYs2cPbr31VvzsZz/D9ddfL7zearUiLy9PeO1LL72E/fv346233kJeXp7s45iUT4WcExlqukP8RVlJoebYxHuI0x3BFg36vT0ej2S1q/hzk/y7nPqJydDZZ8NTm/ejuY0vvpyVEoVHblmCtHizUCEcerGnCWfPT8PZ89Pg8XA41jYopEmIm1xnnw3/2n0C/9p9AmaTHvNzEoUoRnK8/CIdrRE/Tfk7LwAE8TgdCjK1ho5iLClKwtnFfBSjuX2I7yip7UCDEMVwYGvlKWwVRTFK85OQNTNGuM5JXYW4BgDwNt8aGxuD3W4XBD55nZbto3JrIiZbACj+zU9VoSmgfeuoP+gFXM5xa5GaCnbs9HVWc7Qbv9lUDZvDDb1Oh3uvmYvlJb6jHcQ4XR54xs+ZVKGm+PjDZQDW3t6Ozk6+Ru75558X/v2HP/yh8L8//fRTZGRk4I033sBvf/tbPPTQQ0LE97zzzhMEBTDxfYo/4zXXXIO2tjY89NBD4DgOpaWleO211xQJCmASkYpAT/gktUDSJHJOcjA/idf+rwH//OookuOseOHH50pGM5S+t8VikTwOul2U3Ey1FBT7m3rw7F8PYtjG7+vs+TNw/7ULYNRLn1+ykJIKYiUtq2L6h8dQ3dCDyoYuHGjqhW3M91zOSYsWohgFs+NgmCYtq2LUPC9nEuScjI65sb+hG/vqOlBZ14n+YV+xFR/NRzGWzE3D4rkzYDZC9qI83aIYdG1AqDURUVFRXnVUgZjK0ebiOhBAHcOxmJgY2O32gDVqUzllFvA+9pqjvXj85d2wO9wwGnT4wbUlKC+SHkApZnDEgXt+uw0AcN8187BiwYQQiY6OxtjYmOR5oEUtffxKBR6pXQrG+vXr8dxzz3nVVEixceNG/O53v8Mnn3yCGTMCi6rCwkJ8//vfx/333x90/8FQ3acCmBATciMIgfwkCHRNhb9oRijvTVf10uJD7foJKTiOw7tfNuPNT5vAcYBOB3zn4rm4YmVmwPoJ+iYx2dbM+GgLzl2UjnMXpcPl9qC+pR9V9bx9+Mku3nGupWMYLR3D+MdXzYiKMPLzSQpSsDA/CbFR/qM94YYUVAEQWujE9uFEoZ/OtRVKEYrNdEB5USLOKk6BTqfH8fYhVNR3oqK2A/XH+ShG/7ADX1SdwhdVp6DXAfmzJ9w9s2bEBOweChbFIE+W4YpiAOG1EA+n06UYOpKgtuFYsG2n0pcDmDj2fYfb8NSWg3C6PDAZ9Xjk5nIsLZ4pO4oyRtXriSMVgbo/xB099P1YSUePmmuNw+HAyy+/jCuvvDKooCAcPnwYt99+O2pqamCz2TB//nzcd999WL58efAXU4QsKvydZDrnJcf8Su7ALquFiAqXEEUIdrHLNdYCQmsXnQyjdhc2/P0Q9tZ2AeCHif3opsWYlxUXUFCIUbOo0WjQozg7EcXZifjOxQXo7LPxzp4N3ag51geny4MRmws7DnZgx8EO6HRAfkacEMWgQ+fhJlhBJn1evs5RDLrWKT3JgtmrsvDNc3NhG3OjurFbqMXoHxqDh7KKf/PTI4iLNlO+GEmIDtJRIjbf4jgONptN6Cghvhhazs4IdMPX0kKcvG84UjRilBQ9ahFBCSbqtBCTlfXd+P1fD8Ll5mA26vHQt0swd040RkZGAnpj0KLSFkBUKEFK4EmlSgYGBnDy5ElkZmYGnEMVCv/4xz/Q1dWFO+64Q/Zr6urqcPfdd+P+++/HiRMnsGHDBtxxxx3YvHmzoimlqkYqaIEQ7CQptc8m5lcuN4eRUTtMRvnDwPwtpmSfRAi5XBNmQFoujq2dw3hq836c6uad3XJmxeHH6xYjIdo4KRUvdTOhF1OlxZ6pCRG4+Ow5uPjsObA73Kg51itEMXoG7OA4oOHEABpODODNT48gIcbCD0Ar4C2lSR2M1shxyFQzunMmIdRiGPRYuTAdKxbMhNvtkYxiDAxPdA/pdEA+6SjJ5wWlGlEMrWsTlD7Rq4WUuPHn0aD203wgl8lAERRyD5zMuRcftxaOqnsOd2L92zVwezhYTAb8x40LMC87QTh2cRTFn6h0uiaO00INsZzMeaDvyeIupnfeeQe//e1vkZycjLPPPhvLli3DOeeco8gTwh9/+9vfsHDhQmRnZ8vaftu2bYiNjRWMsEpLS3H22Wfjoosuwm9+8xu88cYbsvetyl1fXDAZTFDISXfQmEwmL08Fu8MFk1E67K7EqwKYqP+gn261FBS7azqw4e81QmvsmvLZuOuqYug49Rczf1GMkOaTmA1YXJiCxYUp4DgOJzqGUTk+AK2+hbeU7huaGIxlNOgwLysBZYUpKCtIwswk+S1JSiALAl1EFQzxeZGyDyfn5OsQxRB3eADSUQzi7tk3xA+8a2gZQEPLAP46HsVYmMdHMRbmJSE6MvQoBqnFCEcUQ+qJnl7wSFSFFJurhdyneS3bVoNFULS49qUKXaUEjtyCzx0H27Hh77XwcBwiLAb8+KZSFMzx70gZSFRyuonlMDqK97VRu+OPvvd885vfRH5+Pnbv3o2dO3fi/fffB8DXN6xYsQIrV67E4sWLYbVaFe2js7MT1dXVXoWcwZASMikpKSgrK8OePXsU7T/kQk3ypUsVTJIfodRNXklKgo44bN9/Er/ZVAEAeP7/nYMUiY6EULwqwtUu6nZ7sOWTI/jntmb+sxp0uOPK+Th/cfqU5PfVLGocHnVif1MPqsZbVodGfcXczKRIPk1SmIx5mQkwBog0yYUsPPST0GTRwnhrOkNu5qTLyR/kBqzT6XG8YxiVdZ2oqOtA3fE+eDxia2c+LVaan4zSgiRkz1Tm5ErONx1JJN91OA2hiLDgj0mnWQ2IGPppOpwFrmTfdLEpoF16SIy/gk9/9S9fVLXhxX/UggMQZTXi0XWlyJklbzy3FPvquvH0lgMAgL/81wVITYwS9m8ymTAyMqLZvZrj+LHqFRUV2LZtG7Zt24auri5YLBZcfvnl+OUvf4m6ujr88Ic/xLFjxwDAq1Bz3bp1fhf/e+65Bw8++GDA/e/YsQN//OMfUVNTA71ej/Lycjz00EN4/PHHUV9fL8wWkcOkRAW54MXhOr1eD5PJ5NXKRwsEuX4SdDTjwJEePPaXvQCAZx5Yidlp0V7bi9tFAyF2ypNjxjUZBkcc+MNfD+LQUd4GNTHWgv+3rhy502S6qJoLqcfDoal1gI9i1HejeXw+CY3VbEBJbpIwBC0hhPkkxCGT9NBrAR3dIde6kujOdEeqZVQu5LzYHJ4JX4y6TsEBliYuyowFeUkoK0jCgrwkxETKL+4Vu3uSe4vJZApLhwWp+idFwOHu7NDKaVIOpBvB5XJ5PXyEY99k//66eD7adRx//mctAL4e7dF1pciaGTOp/X21vw3Pv8O/54s/XoW4aKuPN4aWKaqoqCghcs5xHBobG7F9+3ZwHAeLxYInn3wScXFx6Ori6/DEomJkZAS/+MUv8Oyzz2LHjh14/fXXYTAYkJqairS0NL/7fuaZZ/DCCy+guLgYDz/8MNxuNzZs2ICGhga4XC6sWLHCq5U1GCGnP8hNVq3R5l4fSiKaYaXMmOwOX68KQF5tBhEfpJWUDnNq8UR65OQAntp8AD0DvL3rvOxE/Md3FiHSHPqgHrWRmw6Qs5Dq9ToUzIlHwZx4fPuCPPQOjs8naejGgSO9GHO4YXe4sbe2E3tr+d7r7PQYlOXzUYy8WXEBn2pJQSYAzR0y5dSonK5RDCLKQh37To7ZAGBxQSKWzk2BXq/H8fZhwd2TRDEGRhz4an8bvtrP12LkZcQJBZ/B5tFI1WI4HA7hgYX2xdDCL4FEL+XWJagdPZnqoktg4ncWzgmzgLQnjdFoxEe7TgiCIj7ajJ/etgQzk6yTPue0W7PVZPCK3EZERHg5bGpRcEpHynU6HQoKClBQUIA9e/bg9ttvx+233y4YXwFAU1MTRkf5ujwiSkpKSjAwMIBZs2ahtLRUcj/PPfccNmzYgPfffx85OTnYu3cvDAYDTp06hebmZhQWFuIb3/gGnnjiCej1ejzwwAOKjiNkURFIINAnV0lKIpCVN130R758JV4V4nSH2+0WwoqT7Zrwx+cVJ/GX9+vgdPGvv2JVDr5zcQE4Bd0d4YZOgwCTX0gTY604vzwD55dnwOnyoLa5bzyK0YX2Xn4+ybFTQzh2agh//+IYYiJNKM1PxqJCPjdPuz3Suf9APilaoWanzVShhW053VEyM9GMK1Zm4upzcmBzeHCgkffFqKjtEGoxGk8MoPHEAN767Chio0xYmJc8PqckeBRDqhbDbrcLBZ+08ZZa0QSp68xf8V04xqrLFTdqXYfk+NWuh1D6GVwuF97ZegSbPzkCgI/4PnbX2ZgzI06V75qsK0aDTjI9G6zgdDL7JzYMUsTHx0tGC37wgx8I/3vhwoXCw9bAwEBAW23yPXEch/7+flRWVuJb3/oWjEYjnn/+efT19SEmJgYpKSmw2WwoKipSdiyhpj8C/Vh0uolhXYC8dEcwK+/OPhvu/e0XAIAfr1uE5QtmyWpFBbzFBxkIE6h+goQZ6XCjknoDp8uDVz6ow6f7TgIAzCY97r+2FMvmp57WhX9qpwNOdY8IUYzDzX1wu72/c71eh8I5cSjLT8aS4pnIzUhQVJAZTujzEsw+fKoQR3nC8ZnomTYtHcOoGK/FqG2WrsXIncVHMUKZqktEH7kO6ShGqAPJYmJiYLPZFAkD2p8iXHbagPomVCT9MTw8LCsarea+xXAch3e+aMbbW/l6guQ4K/7rljKkJfK1dbTACfWcv/XZUbzzZTOiI4x48cerhX8nInV4eNjvaye7f47jEBMTvCXfn/HVunXrAACbNm0Kepw0e/bswbp16/DEE0/g2muv9fobSYts3boVM2cGtjinmZRPhT/Ik4Q/geDzIWREMyxU+sPlhuzUC+2OKXe6KLkYxE+kYhMlqSf1ngE7nt6yH02tvP31jKRIPHrzEsxMspzWggKY3Bh3KdKTo5CeHIXLlmfCNubCwSO9qGzoQnVDN/qGHPB4ONQ296O2uR9v/LsJyfFWoWW1ODsRlkn0kquNVKg21E4bLZiqOSh0FGNGwkQUw+7wYH8T31FSUdeB3kE+itHUOoCm1gG8/flEFGNhfhIW5gU3Wgs1iqF2NIF8z4G6K7SKYgQzoVKy0ClppdTSAIvjOLz56VH8c9txAEBaQgT+65YyJMdPdEXI7WgJ1E1DIhWheFSosf/J0tfXh0ceeQS7du1Cd3c3MjMzceONN+Kmm27y+5qenh4AEIaI0ZB/6+npCY+o8PuGlE2sHEFBL/qBLjRifgUAtrHAleqAeu6Y/hZSqZD3wSPd+P2bBzA4wv+wyotS8cNvl8Jk4KbFk6ra+EuThOL9EGExYum8VCydlwqPh0Nz+9B4N0kPGk/wLavd/Xb8e08r/r2nFSYjP5+EGG+lJkyf+SRqi6/JItUyOlWQY9YDWJSfgCVFydDrS9DSMYzK+i5U1HagtrkXbg+HwRGnVy2GkiiGVC0GebAgtVTEfEtLt8tA/hRau02KhW64nEXl7FtuyyzHcfjffzXh/3adAACkJ0fiv24uQ0Ks/+JuqXPuz5uC/pxEVNAeFeTzKzk3cvf/3nvvITY2FgsWLBAePiZDa2sr1q5di6eeegqDg4PYsmULHnvsMdjtdtx+++2SryH3A7JW0pB/UzruXTVRIa6HoJ0LpVBaYBlpNUOvAzwcMGILfGPUsl1UaiHV6/X4YMdxvPL+YSGk++0LC/DNc3OgxB3zdEbtYs+8jHgU56bhpos5dPUOoaqhC5X13TjQ1IMRuwtOl0dInQBARkoUygr5KEbBnHgYp9F8En/XTDjswyfT4aE14ijG5Svm4KrV2bCNuXHwSA8q6jpQUduJnkG7TxQjJtLE+2IUJE8qigHAK4ohXnDJ51SLqVroQ1lolS6moew7kI21x8Nh44cN+GQ8jTw7NQr/eXMZ4qKVjQYg7x3I8MztdsMxXvumxKI71P3r9Xr8+c9/RmNjIywWC8rLy7F69WqsWLECeXl5iter9evXw2g0Ijp6oivy3HPPxfXXX49nn30W119/vdffCKRlWureQP6NXB9yUSX9oXRaqJICS1qsWC1GjNonZt5LQXeOEBWmlf+Ex+PBqM2BF949jJ2HOgDw/dIP3bgIS4tnjl9MOs3CXdOVyRZ7ip+sYyJNWF2ajtWl6XC7Pag/MYCq8SmrJzr5PGdr1whau0bw3rbjiLTy80nKCvjx3kpvQloiFg70eVHbPtxsNgt+MWqG2bWCHLNBB5TlJ6C8KBn6a0pwonOEn7Ra14HaY3wUY2jUiW0H2rHtQPt4FCN2fNJqMnJnqRfFAPibariiGPRCT0cx1I5qyVloyXGqJS6C7ZuOGjmcLmx4ez8+q+AFRdbMGDy6rhQxQUzVghGom4Y4akZF8AJP7fQUvX8AeOONN3Ds2DHs2rULO3fuxNNPP41f//rXSEtLE8yvli1bhsTExKDvGx8f7/NvOp0O559/Pvbv34+mpibJbpDkZH7YWl9fn8/furv5BzalDp8hF2pyHAeHw+FXIJjNZskfgtxZH4Bv8eadv/4cvYN2XLkqG+suKfQ+EFGkJBzTRdt6RvC7N/ajtZMfvJU5IwaP3rIEiTFGr4V0OuTUpwvBij3JAhvMjInQ1W/jIxb13Th4tFfotJnYH7/g8LUYKUHtpKcSNf1CwuHjEU7IebE7+CjGvlq+4JO0atPERJp4X4z8ZMVD72hfDIPBgOjoaNjtduE+JzZk0kqsiRdb2iNCy7w8MHHfJfdqf5EErfat0+mx4e81+KKKFxQFc+Lxk1vLYTXrNRXHT2ysxOHmfiyZl4qffPcs4TdI/mO32zW7d5P1a9++fdi2bRu2b9+OhoYG6HQ6bNiwAenp6X6NrwDeZvu5555DbW0tLBYL8vLycPfdd6O6uhobNmzAu+++i7lz5/rs99xzz0VbW5vkZyooKEBfXx+2bdum6Fgmlf6QWw8BKJ/1IVW8GUENFaPx1y6qJRV1XVj/9iFhVPjq0ln43jfnQw+P7Cd18tTzdYtiyK03kENKfATWLp2NtUtnw+Hk55NUjkcxuvpJ2HwQTa2DeOuzo4iPNgt1GCW5SYi0hmc+iRykWlaJ2ZNc+3AtWkanA3QtRmleAhYXJkOvn4/WzhHBF+MwFcXYfqAd28ejGDnpsYK7ZzAfFBLFIE/s5ImaLCx0FEPLmR3+nqiDpQzUgG5bNZlMXqJK69ZRh9OFP/7tMHYf5j1sijLj8V+3liM2OkLzThpSU2E26DAyMiIs9GazGXq9HlFRUZqlp3Q6HaxWK1auXImVK1cCADo6OlBRUYGmpiY88MADiIuTth9/88038dOf/hQZGRlYv349OI7Dxo0bcdddd2HmzJmIj49HXl6e5Gv1ej0SExPBcRyee+45oTust7cX9913H2644QbFxzLpKaVqjTan8SdWrOMFNPQ0OaXtopPF4+Hw9udH8Lfx1ia9XofvfmMeLjl7tt8ftj9/g+nSGTCVkGMmN3O32y1ZbyDnB2w2GVBWkIKyAn4+SWvnCKoa+ShGXUs/PB4O/cMOfF55Cp9XnoLBoMPczASho2RmcqTmYlQudJgUkJdCkjNY7UyAPjep8SZctnwOrliVDbvDMx7F6BCiGBwHHDk5iCMnB/G3rXwtxoLcJJQWJGFhnnRqTJx+I2kQ8tuk7zNEZIRrrDrtESFOGWjldBnIk0PNLhqny4Nn3zqEino+7F6cnYCHb1gAg87jtchrVYMi7v4g6xWd2pdTC6IWaWlpSE5Oxo9//OOAxlebNm1CZGQk2trasHfvXixfvhzXXXcd9uzZg7a2NjzxxBPCA/27776L//zP/8SLL74oiJeFCxdi586deP7553H77bdjbGwMzz77LOLi4nD33Xcr/tyTekwLJBA4jhMuAr1eryjdQd5bfIEI48/HaypCaRedDMOjTqx/+yCqG/k2nLhoM368rhz5GTGyL6jp1hkw1fhbCAMVewZ6UifodDrMTovG7LRoXLEyCyM2Jw409aByfD7J4IgTbjeHQ0d7cehoLzZ91IC0xAgsKkhGWWEK5mbGw2yaPi2rwYy3yHmbDh0e4cY7ihGPxYVJPlGM2uZeuNzjUYyD7dh+kI9iZKfHomzc3TMvIw5ms8nvgDoifOmCT5drYrIx+T5MJpPmk0eDuWyqsdhJ1VL4ax2dbBeNw+nGM28exP4mfpTBwrxEPHh9iddvMNSuDrn4aykVP/gFqgVRO4Ijx/jqv//7v5GZmYm6ujq89dZbeOWVV4RIW2xsrJf/BH0PpfexceNGPP3007j33nthMBiwbNkyPPPMM0LNhRJCrqkAENDVkCz4gLx0h5zizV+/VomKuk4szEvC4/esADC5dlElNLcN4anN+9HZx7tAFmYm4D9uWoTYSINqTwVfx2FWJpNJ1kKo9nySIycHx7tHunD0lO98EotJj5LcJCFVkhSnbFJgOCELGRHyZ/p1o4SJWgwP1VHSgW6JWozoSBMWFaRiYX4S5ufEIz5a/kwacpMm55uOYtBFuOGoifBnxKTUQtxiscBgMAhPxMGgIwlS9Sf+jtnucOOpzQdQc4wvFlxcmIwfXDsfJgVDB9WYkXLHk19i1O7CNedk4Vvn5Qj/HhUV5VX4L8Vkzb+I0Vgg/BlfSeF0OrFy5UrMnTsXGzdu9LvdmjVrsHTpUjz55JMB308JmiSUSQEeAFnFdvQwsEDqkijIMafH68lWa0HxVXUbXvznYTic/I3jkmVZuPWyQoBTtx4i2NPomZQmUTphVM1zo9frkD87Dvmz43Dd+bnoGxpDdUM3Khu6cfBID2xjbow5PdhX14V9dfzwnswZ0VhUkIKywmTkZwTOy4cT8Xk8068bpUhGMa6ej5NdI6io60JFXQcOH+uBy81heNSJL6tP4stqvkAwJz1mvBYj+HcuFcUgi8no6KhXFIMOnWvR2SHXQjzY/VZtfwapbpZRuwu/fWM/6lsGAABnzUvFfd+cp7glPFBXh5zj5jgOY+ORigiL77IY7Dxoaf4VCuvXr0d/fz9uvPHGoNueOHEC999/P6qqqjA4OIi8vDzccccduPTSS0Pa96REhdRFR06knJOmtHiTfNm2MRdsNpvwHlrhcnuw6aMGfDRuvGIy6vG9axZgdekMzVMTZ3KaZLLDrNQ+NwkxFpy3eBbOWzwLLpcHtcf7BA+MU938U9rx9mEcbx/GO18eQ3SECQvzk7BovGU1epJtbqEidR7P5OtmstC1GClxJly2fDauWJWFMSeHg0eIu2cnuvr5e8vRU0M4Oj6TJirCiAXjkauF+UlBoxi0LwYwkZYi7p50FEOJGZRS5KYrtCi69JcuILVkQyNj+M3rFWg8wQuKlQvScPeVc2FQwWOGLjYFgs8pGXO44B73GFLDp4L+fUnVguzduxdvvvkmFi1ahLPOOgvp6emTPOIJtmzZghdffBHXXHMN1q5dG3T7pqYm3HXXXbjtttvQ1dWFl19+GQ8++CD0ej0uvvhixfvXzPyKjlZIoaR4k7w3LSrIv2tF39AYfv/mAdQd7wfAdxk8cks5ZqdETMnN2F83SSjulVOFVp0JUucm1GJPo5FPe5TkJuHmSwrR3jOKqvEoxuFjfF5+2ObdXVAwO54v9ixMxpy0aM0jZ0rOo/jmxoqEJ3C7+XHmkVYDFhUkYVFBEu6+ej5Odo1SHSV8FGPE5sLOQx2CH002iWLkJyM/IzboQig23/J4PLDZbEKBrdlsDksUg7yf2E5aquhSTX8Ksdgdsbvwq9eqcewUP87gwqVzcM81JQDnCRpBCQV/NtrkuJ2eiXSY2vb/4ggOWRuPHz+ODz74AB6PB7m5uULnx9KlSwVTKqU899xzWL9+PS6//HI8/vjjQbd/++23YbVavVIvq1atwmWXXYYnn3wyJFExqZoK0p0hNQyM3NilBANtUCW3eJPjOLz6wWH8fesRxEWb8epP12q2iNa39OOZLfvRN8Qr3YX5yXj4xkWwGKffYh3M92G6LBR0GDCcsyfIuaHznPT5UYJ9zIWDR3uFKEbvoG+ONSnWgtLxbpL5uUkhzREIBBEUwOSHgonPzdctikEWcClhRs7LmNODQ0d6+EmrdZ3oGq+polEaxRBDrkeSyiW/FbomQqvODho6ZE8e+MiCqGbIfmDYgV+9VoUT4/4+Fy6Zhdsvnwez2eRVDxFKHUgoGAwG9A458L3/4QdW/uetS7B0Xpqw76ioKMVD5eQyMDCAffv2YefOndi5cyc6OjpgNpuxZMkSrFy5EhdccAHmzJmDuro63HLLLejv78ef/vQnnHvuuV7vU1dXh3vuuQdtbW0wGAwoKyvDAw88gKVLlwb9DHV1dXj66adRUVEBl8uFkpISREdH4/PPP8e2bdvCZ34F8OqP/AjExSjkwqRDUHQ0Q85FSi5yojDf/fIYtnxyBGaTHm8+cYnqxlIcx+HjPa149cN6IRT2rTX5uP6CPHjc09+REJieCwUJ9UpV1IcTNYs9OY7D8fbh8ShGFxpPDED8cpNRj3lZCYJ9eFpi4EIsOZ+ftNGp3eHxdSoSVirMaM+QU90TUYyao71wuX3vN0qjGDTEt4aOvBGBQX7TWrYxEnQ6HSIiIgTzK7lFl8HoHRzDr16rEtKKl5w9G9+5yNuWOlDRo1bHfKJjGD9+fg8A4L+/uxhlhWnCWgVMRDq0EDgcx8FqtcJkMqGpqQnbt2/HV199hb179yI5ORm33347nnzySRiNRoyOjvqIipaWFlx66aVwOp247rrrcOmll+LVV1/Ftm3b8Prrr2PhwoV+933s2DF885vfRG5uLu69915YrVa8+uqr2Lp1KziOw969exEbG6voeCYlKjwej1+BIBYVwUabi6GLN8l7fLT7BDZ+UA8A2PyLC6DX6yRvhqEsog6nGy/9sxZfVvPuYlaLAT/8dhnKC5NP26c2OhVAnjzCvVAoLcgMF2pHeIZGHahu7EFVfTeqm7oxYvMVoenJUSgrSMKiwhQUzYmHUUF1e7iF2XQUp2pATIYmEzGjoxg1R3sFX4xOqSiG1YgFeUnjIiMJ8THqRzG0eqKPjIwUUiV0upW+lygpPOzut+OXr1ahY/w8XbkqE9etyQmaLqTrQLQywGo8MYCf/aUCAPDYHYuRlxEn7JucB3KfUFvUcRyHiIgIn6Fedrsd27Ztw0MPPYSf/vSnePfdd7F3714fUXHzzTdj9+7duO+++4RWU4fDgbVr1yIrK8tv98euXbtw6623wmg04ssvvxTswPv6+rB8+XJYrVZUVVUpPp5J1VSQULLUhUx3ZUi5Y/qDLt4kMwvI+9ChZLvDjUirMaCxFPmMwRbRzj4bnnpjP5rb+dbCjNRoPHJzOVLjzaf1DZScGyCw74MWaRKdTic40YVakKklahc0xkSasWrhTKxaOBNutweNrYPCELSWDn4+yanuEZzqHsEHO1oQYTHwIfPCZJTlJwdcbKZiKNiZUMMjRq1IDzluHYCSnDiU5ifirquK0dYzyneU1Lbj0HgUY8TuXYuRNTMGZePunvkZcYprMTiO86nFoDs7tIpiBCq6lFNo2tFrwy9frRJaeb91XjauOSdb0b7ljBUPNUVhpwwV6XWGHAex6A5W8BnKfdRfB6PVaoXFYsETTzyB7OxsjIzw6aLjx4/j4MGDAHgr7T179sBqteLcc88V/h0AFi1ahA8//BA9PT1ISkryMb5avHix4CH19ttvo7S0FD09Pfjzn/8sXGeDg4OKIxWqd3+IUWLlTW5c5EcvPtlWaiSt3eHysVj2t1AEWkSrG7vx7FsHhSfLZSUz8f1vlcCoP7PGldOLJCDt0KjWkyi52QE4bZwd/RU0hlLsaTDoUZQZj6LMeNxwYT66B+zj80m6cOhoL8acHtjG3Nh9uFOwI86ZFYuyfL7Ykx7rPR2GgqlhHz7VkAcNtVNHdEdJUowRl5ydgW+syITD5cGho71CR0lHLx/ub24bQnPbEN758hiirEaUjLt7luYnIyFIFENqEBrpKAEgLHRSC14oUQx/93d/7Ztip0my0LZ2DOGXr1ahd4g/7zdckIvLV2Yq+iz0vv2Nkp+M4Zi3qJhYV8SLvRbuouSBT4oPPvgA77zzjte//epXvxL+9xtvvCHYK9AmVzR79uzBJZdc4mN81dnZCbfbjbKyMmzevBl/+MMfEBkZiYULF+KOO+7ASy+9hIaGBpSXl8s6DoJmgw/Il0EERfCq+/FJcQHcMcWRimAEWkTdbg/++mk9Nn/cAI4D9Dpg3SVzcfnKzGl7Y1QTNSI8Umh18w4ncsSpkmLP5DgrLlySgQuXZMDhdONwc58wBI2Ego+eHMTRcSvpuCgzSguSsLR4JhYVpsFkmD4pB3oRBZRPoJ0Kwpk6oq+Jkuw4lOYl4s4ri9HWYxNqMQ4d6RGiGLtqOrCrZjyKMSNGEBgFsycfxaBbVpX4UyjFn4W4yWRCe98YHn+1Cv3jguKWSwpw0VkZqu1b6mFASQSFMOYnUkGQep0cbwo5aZpAv5Enn3xSMKaSMr86cOAAAODRRx/Frbfe6vXaTz75BPfdd59wjVxzzTW45pprhL/39PDO0BdffLHka+ltlKCJqCA3GSC4/wRdvDk2NuaV7hCjVFTQ0BeAbcyFP/69BnvHnxJjIs340XcWoSQnccqeBqeSUCI8UpCbGF0HcyagZirAbDIIRXy3XsrxhX8NXfx8kuP9cHs4DIw48EVVG76oaoNBr0NhZrwwn2RWStS0mU8CTH/DNrLATEVNj3cUw4CLz8rAZcsDRDHah9DcPoR3v2xGpNWIktxEYdJqYmzgFkOpKIbD4RCEPe2LITdsH2pLKbmXNLcN4debqjE0yp/3e7+5AJcsz9YsRSM3giK1b3/pD/Jbk3MexAJH7pwSUggbCuQ+Sx4GaUgZAYlkqfnaQEw6/SH1YciXR+Z4+IMu3iQ5q0AndzKigtDaOYzfvbEfbT38Dzl3VhweuaUcKfERgrqf6hvhVCM3TULX00yHMH04UHMR1el0mJUShVkpUbh8RRZG7U4cOtqH6qZeVNR2on94DG4Ph8PH+nD4WB9e/1cjUuKtWFSYgrKCZBRnJ0yr+SRS4pSu4yHXDl18qCVkEZ0u16S/KEZ7rw0VdaSjpAdOlwejdhd213Ridw3/4JM5I1pw9yyYHRfUcVIqimG322Gz2XyiGFp0Vxw5OYgnN1VjxO6CTgfcfeVcrCxJhs1m81uToHahKR1BCTarg6wnBr1OUQG1P6TSNGT/VqsVV155JQBg+fLlOOuss7B8+XKhI0kJ5DVSgpmIBjIXRc3XBkJV8yuxO2YgUUF7VZAZIsHUGhkoBgBjDuU3iZ2HOvD8OzVCqOv8JbNx55XF0HFuQdEzB0JvAqVJyM2IfG9n0qhtOfiL8IRapxITZcU5izOxqmw2bDY7jrUNCmPcj5zkTYK6+u341+4T+NfuEzCb9Jifk8gPQStIRnK88huAlpDjnoooBhG507FIGPCOYiRGT0QxnONRjH2iKAZxdP3HV82IsBixIDcRpQV8R8lkoxjk9yyOYoT6BN3QMoDfvF4N25gbep0O914zF8tLZgBQz0JcKf6iGKRuygP+3ERYJpoKgNCjNWLEha4PPPAAPvroI7z33nt45ZVXEBkZiaVLl2LVqlVYuXIlMjMzZZ174iHR29vr87fu7m6vbdR8bSBUERV0xEGseqS+lFCni3oVao7Jv+Dcbg82/7sJ720/DgAwGnS488oSnF+e7nPhnolV72oh/mES4QVMdHuEaix1JuCv2FNOnQp5eiIiW6/XIXdWHHJnxeHaNbnoHx7D/sYeVNZ3Y39TD2xjLjicHlTWd6NyfFT07NRoLCrkBYacnHw4UbvbJhDEvtzhcJw21yF93POz47CQimJUjkcxDo1HMWxjLq8i3zlp0SgbFxgFc+JVi2IA/LkkKU05xYeHj/Xht28cwJjTDYNeh/u/VYyl81Ilt51KC3GxjffwKB/mt1r4FlLaK0QLX4qlS5di6dKl4DgOjY2NqKiowLZt2/Dkk0/C6XQiIyMDK1euxL333ou0tDSv10vN5HjhhRfwwgsvAADq6+uF/zaZTCgoKAAAFBYWSn6eF154QYiWEMSvVcKk0x9K3DHpaEYo00VDSX8Mjjjw+zcnJuAlxlrxyM3lyJ4ZFfTzTvd88VRCzgMpyGQCzJtgdSr0IkrOWaAwfXy0BeeUpeOcsnS43B7Ut/Sjqp63Dz/ZxbeanegcxolO/mk2KsKIhXlJWFSQgoX5SYiN8s2bTiWBBNhkPEMCuWSeLoijGBedlYFLx6MYNcf6BF+M9vEUbkvHMFo6JqIYJbmJKM3nHT5DiWIQB82YmBhBaMgZbX6gqQdPbTkIp8sDo0GHH15XgkWF8kdnk/eVYyGudjpr1M4LG4tRj+HhYWHfxKeFTCpVe986nQ6FhYVYvHgx7rrrLoyMjGD37t3Ytm0b9u7diwMHDuDCCy/0es0f/vAHzJo1S/j/L774IrZu3YqsrCwhXTE6OoqPP/4Yq1evRlRUlLDtddddh+uuu87ntfTsEX+vlX1MkzG/Ii/1V9lKnrw8Hk/QdlE5eDwcbvgZX5V666WFuGTZnIDbN7UO4OktB9Az3htdnJOE/7hpESJUuL+eqeZAcgjmm3C6WIdPFVKGbWQhCUWAdfbZUFnfhaqGbtQc64PT5X1+dTogPyNOsA/PmhkzrYo9xYTy26LnoZwubcyhQP+22ntGUVHfiYrxjhKHy/d3NSeN1GIkoVBGFAPw9vMYHR318rohv33y3ZCFfk9NO57aXA2Xm4PZqMdD3y7Bgrwk1Y6b7qwg5ltyOivk8tzfarDjYAdyZ8Xi8TsnWijJ+Hci/kM1/gqETqdDdHS05N9aW1vR18c/EP/1r3/FX//6Vzz77LOCCCgsLERfXx8uueQSjIyM4JFHHkFBQQFeeukl7N+/H2+99Rby8vKEbXU6HX7xi1/g+uuvBwB0dHTgiiuuQEZGBu6//36YTCbJ1yo6nsmKikBV/mazWYhGBGsXlcvNj32KMacH374gD1cHME/5dF8rXn6/Di43f3hXrs7FTRflg/Oov+D7szjW0kZ3qiChZfI0I4evswDzB70IulwuISQ9WQE25nDj0LFeIYpBBDVNQoxF6CYpyU2EVWLU83RBjn24Gi6Zpyvk3DjdHGqO9qKirgMVtR1CITpNhMWA+TlJKBtvW02K841iBDIII5Fbck2S1NXe2i489UYlXG4OVrMBj9y8CEVz4jR7eKAj5KRzcLIW4k9tPoCK+m4UZyfgv24pE/6dRL7oqdhq71uv1/uNCDzyyCM+PhU0n376KVJSUnDhhRdCp9NhaGgIHMehtLQUDz30EEpKSoRtSfrj5z//OW644Qbh348cOYLf/va32LNnj9/XKmFSogJAQC8CulVFrfzmXU9+gYERB65anYUbLsz3+bvT5cErH9Th030nAQAWkwHfv24hlhWnhmUBk3pKpxfQ0/WGRy+Ckwktf51mTPgj0CJIn5vJ2M4DvOg/0TGMyvEBaPUt/RCfXqNBh3lZCXwUozAZM5OUhzvDBe0KSwtUAEJdwNcZryhG7ygq67pQUdeBg03dklGM2anRgi9G0Zx4mM1G2Y6jpBZj24E2vPBOLTwcX+T437ctwfzcFJ/FVsvuGzrtGmok4YmNlTjc3I/Fhcl4+IYFwr+LRUWwfQPwEhhyfrOBRIUcNm7ciN/97nf45JNPMGPGDL/bFRYW4vvf/z7uv//+kPclh0mLCtK5IYbk4QDIaheVyw+e3oaOPhsuPns2vntZkdffugfseHrzfqFSfkZSJB69ZQlmJlqmbLESP6WfjmkAeoy4mk+CX8c0iRKraH8CVeyMJ5dhmxP7G3tQ1dCN6sZuwT+AZmZSJMoKklFWmIx5mQmqtNdphbhQ+OsoUANBRzEOH5vwxTjVPeKzbYTFgIX5KSgrSEFJTrxkFEPM1spTeOHdGnAcP6n1xzctRE56jND5ZzKZJrXQh4K4dZRcF8EMsH7y4l4cPTWE5SVp+P43i4V/Jy6dcgQrvW/6oYmuxfC3VoYqKhwOBy644AKsWrUKv/zlLwNuW1hYiDVr1sDhcKCmpgY2mw3z58/Hfffd51WkOVk0ERXkpJILx+l0qhYl+I/ndqKlYxjnLkrH966e+PIPHe3FH/56AIMj/I2yfG4afvjtUpj002dhUmv4WTghN4dwOGSe6WmSyTo7qnl+PB4OTa0DfBSjvluYe0NjNRtQksuHy+UU/YUTUtRJt+n5E6jT2T48XNDnp6N3wt3z4JFuOJzBoxhicfnJ3la89M9aAEBMpAk/uXUxsmbGAJiIYtDCgdRiqJUykAttgEULc3Ek4T+e24WT3aNYszgdd1w+8bAaGRkJj8cTUhSMblslv1m3243BwUHU1NSgsLAQVqsVBgPfcRIKb731Fn7605/iww8/RHZ24FkqhYWFSE9Px913342ioiKcOHECGzZswPHjx7F58+aA00yVoLqooKeLut1umEwmVdMA//3SHjS0DODs4jQ8+O0F4DgO728/jtc/bgTH8UVpN6wtwjXnZMM9jceVi2+CQOjW2FoxlRNGz7Q0idpDwdQ+P72D4/NJGrpx4Eivl20xIWtmDO+JUZiMvFlxwnyScCPHJfNMu37UhpwXN6fD4aO92DdeiyEVxeDFZaJgvrX3cCc2fsi3LcZFm/Hfty7G7DTpQkPAe/Akx3FCFxQp+JyKKIY4knDnrz9Dz4Adly6bje9cNJFWpye1Thay361bt+L++++H2WxGeXk5li9fjvPOOw+5ubmKo/nf/va3AQBbtmwJum1XVxdiY2O9TLa6urpw0UUXoaioCG+88YayA/LDpEUFGRRGe1WQ+gn6BKmVBvjlq5U40NSD0vwkPHj9Ajz/zmHBOz8qwoSHbliEhXkJp92TyXRLk0ynXv/TPU1CjJiUFLcqQe3z43R5UNvcNx7F6EJ7r28+OSbShNJ83hNjYX4SoiNMEu+kPqG4ZJ7u149W0OKMLPadfeO+GHUdONAkHcUgxESa8LPbygMKCjFSUQx6EJrcdIUa0JGEdT//GMM2J66/IB/XnZ8n7DsqKsqrwUAtmpubsXv3buzYsQN79+6Fw+HAzJkzsWrVKqxatQrLli1DTExMwPfo7OzE6tWr8cMf/hD33HNPyJ/l9ttvx549e7wmnE4GVUQFqYglii5Yu+hk0gBPbd6PPYc7kZMeC4fTjdbxHv3MmTF49OYlSIwxnvZPIVOZJlGrIFNLTqc00lSIM3Je1Do/bT0jgrPn4eY+uN3evy+9XoeC2XHjUYwUzE7VZj6JWuLM3/kJl334dCBQtEeIYniAw819qKjtwL7adpzq9u0osZoNmJ/Du3uW5ScpdnUNFMUIlK5Qm3WPfQ63h8PNlxTim2sKhOsC4AsvtWpTJtfewYMH8dVXX+Grr77CsWPHYDAYcP755+PZZ5/1+i2tW7cOe/bskXyve+65Bw8++KDffe3YsQN//OMfUVNTA71ej/Lycjz00EN4/PHHUV9fj3379qlyTJMWFaQAkx4ipeSGojRM+ce/HcKX1W3Q6SBUsp9TloF7rimGHtNvAZwsdAuT1mFckqc+nVrz6KdQOpQ61WHu6eKboPZTum3MhYNHelHZ0IXqhm70Dfk+wSXHWVE27uw5PzsRFompj0rRSpx9HaMYSqI9pONmyydNePuzJgB8R52H88Dp8r2mM1KiBPvwoswEmBQU+pJzTb5f8t0QMUmnK9SMYrhcHtz8xFYAwG2XFeKCJbOEdYmkCrSYjwLwosJqtXp1Sra2tmLbtm0YHh7GHXfc4bX9unXrMDIygl/84hd49tlnsWPHDrz++uswGAxITU31cd8kPPPMM3jhhRdQXFyMhx9+GG63Gxs2bEBDQwNcLhdWrFiB559/XpVjmnSDOv0DDOXpJJhrpbgOg/RfcxygA7D2rEzccmnBGSkoAO/BNFq6eoptok8XgjlXTsUCQXfLTLURk7/zE6o9doTFiKXzUrF0Xio4jkNz25DQstrUOgCO47uw/r2nFf/e0wqTUY/i7ARhCFpqgvL5JERQaBE5U/v8THeUpo88Hg9e/bAOH+xoAQDMSonCL+48C3HRViGKUVHXIbi6tnaNoLVrBO9vPw6L2YCSHN7ds7QgGSlBohiktkxcYzY6OuoTxaCnjk42imGTmFBK1iWr1SqMk9fKQly8bmZkZAi1ElJERUWhpKQEAwMDmDVrFkpLS322ee6557Bhwwa8//77yMnJwd69e2EwGHDq1Ck0NzejsLAQ3/jGN/DEE09Ar9fjgQceCPnzi5m0qHC5XHA6nYLKnwxyFgiDfkL5cgD+tfs4vqhqxcK8JCwuSsGiwmTERE4vS2K10OoGSPKZ02Wa42Sgjz3QhFWtFgjyZBWObplQ8Hd+QrFW1+l0yE6PRXZ6LL55bg4GRxyobuRnkRxo6sGI3QWny4Pqxh5UN/YA4J9kywp5461gcyqmItojPj/kHBH78Mm09E41ygUFh1c+qMPHe1oB8B0hP/nuIsREGOBxOzF3TgzmZ8fjtsvnCa6uFbV8LcaY040xhxv76rqwr64LAC9IiMCYKyOKQc8oIemRsbEx2O12IYJLT1uV074phZ0aTukvqkauC7UtxIOVCgRiYGDAbysquddxHIf+/n5UVlbiW9/6FoxGI55//nn09fUhJiYGKSkpsNlsKCoqknyfUJh0+oOu3KXd1tTOqZIfN6DDS/84hN5BOw4e6cGo3fsL1OmAosx4lBelonxuCmYkhtaqc7oRSrU7fdOeDgWZWhIOU7LTNdoDqJ8GcLs9qD8xgOoGXmSc6Bz22SbSasSC3CQsKkxGaX4y4qInHgbItQlg2qTiTueWZ5JCkPs793g4vPjPw/i84hQAvvPnv25ZFHCGDF2LUdvcx7t71nWiVeK7t5gNmJ+dMJ4qUR7Bogs+6SgGPa+DfC/B0hWtncP4fxv4OoVH15WiJDcRwIR99ujoaMDX0x0lJAVL7zvQb8fj8SA6OlowzgrGunXrAACbNm2StT0A7NmzB+vWrcMTTzyBa6+91utvJC2ydetWzJw5U/Z7BmLSkQr6ZgTAS7GpKTDI/BCTyYi7rprPK1foUHusD7tr2rCrph1dfTZwHFDb3I/a5n5s+qgBGSlRKJ+bgsVFKVPaBqc1SoefTacQfTjQOk1yukd7xOcnUJSH3MgDYTDoMS8rAfOyEnDj2nx09dv4ltX6bhw61guH04NRuwu7ajqwq6YDOh2QOysWZQXJWFyUiqIsfuTydHLJVDPKE06UCgq324Pn3zmMr/a3AQDyMuLwnzeXISpIhw99formxKA4Ox7f/cY8dPXbBV+MA40TUYyK+m5UjE/YTU+OEuzD52bJi2IA3oPQ6CgGiS5JpSvEUQy7RPoDkL9u0cdN18CZzWbB6I4WN/S+dTrl4+X7+vrwyCOPYNeuXeju7kZmZiZuvPFG3HTTTZLb9/TwUcKEhASfv5F/6+npmT6iQoxerxeKTugbFQlfAcpFhk7Hj9UmeVX6h1EwOxpzs4pw2+Xz0NIxjD2HO7D7UBuaWgcATOT43v2yGXHRZiwuTEH53BSU5CTCbJp8Adl0RE6aBMC0DdGHg2BpEiULBJ3zn+5PrHLxJ1JDnSKaEh+BtUtnY+3S2XA43ag51it0lHT128FxQFPrIJpaB/HWZ0eREGPBwvyk8fkkSYi0Tq/5JOLzQ64hWqTS52iqUCooXG4P1r91SGjTL8qMx4+/U6b4/NP3oNgIHc5fnI4Ll2TAw/FRjH213lGMU90jONU9gg92tMBi0qM4J1FoWZYTxZAa505qIciaRNIVVqvVK5JAi4oIi++aoEQg0jVwgPe9l7hzvvjiixgZGcHZZ5+NuXPnKl4PW1tbsXbtWjz11FMYHBzEli1b8Nhjj8Fut+P222/32Z7c44n7LA35NzXF+6TTH3KhlSL9pBPshNJP1A6HI+gNjHyJ/cMO7D3cgV2H2nCgqQcut/frLCY9FozXYSwuTJl2o6G1gvy4SC7vdArhhgMlaYDTof1WC9RMA3Ach5NdI0KxZ93xfng83rckg0GHuZkJwhC0mcmRmrSsqsV0Md5SWuDqdHnw+zcPCDUQ83MS8R83lXo9vasB/RvrpqMYTd1eCzwhPTlSMN6amxmv+GFQ3CpM+2Lo9XrsPHgKv9q4FwDw7IPLkTxuUW4w8E6Xw8PDqnxn5LjXr1+Pt99+GwMDA4iNjcXKlSuxatUqrFy5EqmpqQHfo7+/H0aj0WuqKcdxuP7661FfX4/t27f7TDz96KOP8MADD+CPf/wjLrjgAq+/bdy4Eb/+9a/x97//HcXFxVCDsIkKGrl1GJO1iCY/7jEnh/2N3dhd04a9tR0YFs080OmAgtnxKJ+bgvLCFKSnTN+hSpNBPGH0TB1+pib+FlCPxyNENaZLzn8qUGsBJTf6gSEb9h1uQ+X4fBJiu0+TlhjBzycpSMa8rIRpHXGcqpZVpYLC4XTjqc37hYLa0vwkPHzDwrCcW3JuPBxQ19zPu3vWdeBEh0QthkmP4uxEoW01TWHNHHmgpdMVuw/3YP3bvPHT649dgugIoxBdt1gsqokKGrfbjcOHD2Pnzp3YtWsXDh48CI7jUFRUhNWrV2PVqlVYvHix7FqLP/3pT3j66afx5ptv+nSD7Nu3DzfddJNkTcXvfvc7vPTSS/jqq6+CChq5TImoEEMvZB6PBzabDb/5zW/Q2tqK1157TRVbY/Lj1un0qGvpx+5Dbdh1qB0dvb6GLunJkSgvSsXiohQUzD796zDkPlGLF9AzvV9fKdPlCXS6EuoC6s/C3OPhcPTU4HiapAtHT/nOJ7GY9OPzSXiRIWcQ1lQSjmtIqaCwO9z47evVOHS0FwBQXpSCH16/QJHHhFr4RDEaulBR2479jdpFMT7e3YJXPmwEALz23+chMsIimG8B8PKm0OI+GBMTg97eXmzfvh1fffUVtm3bhp6eHp8R5eTzbt++HRs2bMDhw4dhsViQl5eHGTNm4IMPPsC7776LuXPner1maGgI5eXlAfevlvEVME1EBU1LSwu+//3vo6WlBY8//jjWrFkDQN1uEnLh6vV6nOwawZ7xNElDS7/PtrFRJiwq5CMYJXlJqocCtSbUCaOnk2tlOKGHgpHi4a+LaZJSAl1D5IlRiUtm39AY303S0I2DR3pgG/O9DjNnRGNRQQpKC5Kn/QOBFlEM4t8gt/h61O7Cb/63CnXH+wEAZxen4f5r5wds9Q0nE1EMHeqO9wmTVls6pAVmKFGM97Y143//1QiDXofX/vtcof6Prr+gH7TUNsAS23F7PB4cOXIEs2bN8ho01tLSgksuuQQulwurV6/GunXrwHEcXnnlFezcuRNRUVHYvXu3ZO3EggULhG1JV1Vvby/uvfdeXHPNNXj88cdVORZgmomK3t5eXHzxxYiPj8f69etRUFDgVYdB3DvVzqeSH/bAiBP7anmBsb+xG06X94/aZNSjJDcR5UV8N0l8tMXPO04P1JowOl1dK8NNoKFgp3O7YTiQWkDJdROK7bbL5UFdSz8q67tQ1dAtaSEdHWESij1L85MRHRme+SShQs6NWITJtQ9XKihGbE786rUqoah95YIZuPeaYhimiaAQQ19DPQN2VNZ3YV9tB/Y3dklGMWYmRQoCI1Ca7K3PjuDtz48iymrEy/91nrAvIiiGh/k0DClUJlEMNQywSNuqXMrLyzE0NITbb78dq1atwujoKDZt2oSdO3ciMzMTH3/8Md59913853/+J1588UWsXLkSALBy5Ur09vZi2bJluP322zE2NoZnn30WnZ2d+Mc//oHk5GTFn93vMU0nUeFwOLB582ZcffXViI2N9fpbuP0wnO7xOoxD7dhb24HBEW/fAZ2Ob7UqL0pBeVEKZqVoM+8gVNSeiknzdUyTKHmiZmmS4JAFEIAqIqy9dxRV9XwU4/CxXrhE80lI3RRJk2TOiJ5Wv1cxoRQMA/I9PYZGHXhiYyWa2/gn/vMWp+OuK+ZN68iOGDqKUd8y0VHS0u4bxTCTKMa4+RbtX7Tpowa8v/04kuKs2PCjVYKgoB/GxL4Yer3ea9JqqAZYer3er4GVGI7j8N5772Hv3r3YvXs3Tp06BZPJhHnz5qG7uxtOpxOfffYZ/v73v+PRRx/FSy+9hNWrVwMA1qxZg9zcXNjtdhw8eBAGgwHLli3Dj370I2RlZcnav1ymlahQgjiCAagvMMgPGzo9Gk8MYPehNuyuaZccDzwjMQKLi1JQPjcVhbPjplTth3OIFZn0R1q6zsQn9MnYRH8dZ0sEQqq+R20RZne4cehIj9BR0jvoG6VLirWgdLybZH7u9E9rBioYNhr5dk+5gqJ/eAy/3FiJlvFCyLVLM/Ddy4pOK0EhxiuKMTiGqvGOkv2N3bCN+S7wM5MiBYGxu6YDn1WcwqyUKDzzwApYrVbBv8cf4ugR7YuhxABLiajwh9PpxMqVKzF37lxs3LhRcps1a9Zg6dKlePLJJye1LzmctqKChu6J1lpgGAwGnOoewZ4aPk1S39IH8RmMiTShrCAZ5UUpWJiXBKslPD32U93ieKY9oWvh6kifnzNVhPlDzvmkPR/UiIRxHIfj7cOoauhGZUMXGk8M+PxeTUbeqIsMQZvuLrzk2iGjwpWco95BOx5/pVJ4MLps+Rysu7hgWkdtQoGOYjS09GNvbbvfKAYZTjkjKRIvPnpBUEEhRmkUY2xsTOjqUENUPP300/jTn/6E9evXY+3atZLbrFmzBjNnzkRiYiKqqqowODiIvLw83HHHHbj00ksntX8xZ4SooBH7YWhdhzE06sK+2g7srmlDVUMXHE7vH7TRoMP8nESUz03F4sJkJMZqU50eakGmVpzuT+jhOJ9fp1oVNQuGJ3OOhkYd2N/IRzH2N/Zg2OabGkxPjuQ9MQpTUDQnHsYp6IIIBgnRE7MlOfU83f02PPZKBTp6bQCAq1Zn4dsX5J1xgkKM3CiG2ajHW7++bNJGUIGiGHv27MGdd96JkpISLF++HCtWrEBpaanQaaKULVu24Oc//zmuvvpq/PrXv/a73Zo1azAyMoK77roLixYtQldXF15++WVUVVXhD3/4Ay6++OKQ9i/FGScqaMJdh+Fyczh4pBe7DrVhz+F2DAz7zn/InRUr1GHMTlMnr0t3JEzXmROnUyEjuQmE23H0TK1VIYJCzYJhteaTNLYOoqqhC5X13UI6gCbCYsCC3CQ+ipGfjPiYqS/ODnQ+/Ymwk11D+PlLu9HVzy+Y163JxTXnZp/xgkIKcm6OnBzET1/cJQiLy5Zn4ZZLC1QV8+IohtvtxocffogdO3Zg165dGB0dRXJyMlauXInVq1djxYoViI+Pl/Xezz33HNavX4/LL78cTz75pJAGk6K3txdWq9Wrm8Rms+Gyyy6Dx+PB1q1bJ3mkE5zRokJMuOswjp4cxK7xOgypoTqpCeN1GEUpKMoMPLHRH0QBa1GQqRXTOU1CwpZTPRTsTGnpJQJNC8GrtlDtHrCjerwO4+CRHow5fUVKTnoMygr4acg56bFhr0NQItBIKqm914afvbQbPQO8oLj5kiJcsSrrtLqO1OZ4+xAef6UCQ6NO6PU6/OjGRVhZOktzMU/WHmLxXltbi927d+PLL79EQ0MD9Ho9FixYgMsvvxw33XSTz/pUV1eHp59+Gtu3b4fL5cKMGTPwP//zPzjrrLMC7pe8rqKiAi6XCyUlJfjBD36A999/H2+++Sa2bduGlJQUVY5xSkWFvwNdunSp5vsmYUP6wtFCYJDcZ3vPqOCHUdfcC5ETMaKsxok6jPxkWV774SzI1IpAT59KxherwXQdCiY+RwCmjQgLRDintqotVB1ONw439wlD0Dr6bD7bxEWZUVqQhLKCFCzITQw6cGuyhBLxOdExjMc3VghR09svn4crVudOOzEfTlo6hvHYy/t4QaEDHrxhEZbOTQIg3darxTkiYxIsFotQX9HR0YEvv/wSX331Ffr6+vDqq696pUVaWlpw9dVXIzIyEl1dXbjxxhtx6tQpbNu2Da+//joWLlwofbwtLbjqqquQk5OD++67D1arFa+++iq2bduGZcuW4csvv8TevXt9Oi5DZcpEBTlBOTk5uPfee70ONNAJ0gJxHQY5JVrVYYzYXdhX24ndh/g6DHGPtcGgQ3H2hB9GssglkC54kzMP5XRiqlIAp5NAOx3SJFq2NAdDi2LPU92jvMBo6EZtcx/c4vkkeh0K58SjrJDvKFG7xTwUQdHcNoQnNvJP4wBwxxVzceGSDACnf81TqLR2DuOxlyswMOKATgf88PoyLJuf4rdoWItzJCUo5PDII4/ggw8+gMPhwI9+9CPceeedcDgcWLt2LbKysvx2ftx+++3Ytm0bHn74Ydx1110A+HXjggsuQG9vL3JycvDPf/4zpGORYspExSOPPIKPPvoIn332GRIT+fn1ck6Q1tACg6hUQLs6DLcHOHR0vA6jph19Q743jOz0GCwuTMGSuanImRUn3FwcDscZ/XQRjhTAVHfMTBY5rpXhZrpFfNSOYozaXThItaxK1U6lxFuxqDAFZQXJKM6e3HySUFJITa0D+NVrlRixuaDTAfdcVYxzF6X73X46pyTV4lTXCH7x8j70D/OC4gfXlWJFSWpYi4ZDFRQcx6G8vBxutxtJSUl45plnhDXplVdewYcffoiNGzdi0aJF+PDDDwXzqxUrVqC8vBwGAz+p9t5770VpaSl6enrw+OOPo6enB88++ywuuugi2Z8lGFM2UGzJkiVYunQpNmzY4PW3X/3qV9i0aRN2796tWjhmMoSzDkOn0+PoqUHsqWnHrpp2yfanlIQILJmbirKCJMzLTJiWlelaoEUKYLp1zEyW6fD0qXTUdrhR+xx5PByOtQ0KY9yPnBz02cZs0mN+TqIwZTU5Pvgob0IogqK+pR+/fq0KtjEX9Hodvv/NYqxYMFP2PqfDdaQ2bT0j+MVf9qFviD+H91+7EKsWpoX8mw/1HHEcB6vVqkhQAMDJkyeFkRWB+PTTT7Fnzx7B/Co3Nxdr1qzBbbfdBpPJhPfeew+dnZ2IjIxEWloaGhsb8frrrwecDaKU8BgoiDh16hSGhoaQn5/v87f8/Hx4PB40NDSoeqChQi4cQLs6DOKzAQCzU6zIOj8XN15UiM4+G/Yc7sDuQ22oOdYLj4dDV58NH+44jg93HEeExYjS/CQsmZuC0vxkzXO6UwntRQJMfC8mk0no1FBy05uqDg8t8XeOSHeQ1sWekzEJCxdqnyO9XofcWXHInRWHa9fkon94jG9Zre/G/qYe2MZccDg9qKzvRmV9N/4CYHZqNBaNe2IUBDDKC0VQHD7Wiyf/txpjDjcMBh0euLYEZxWnyT4/gP9zRH5v0yEapoT23lE89nKFICju+9aCSQkKwPcc0VEMk8mE4eFh/PrXv0ZOTg6WL1+OOXPmAEBIggIAenr46bGPPvoobr31Vq+/ffLJJ7jvvvvw7LPPIiMjAxkZGbjmmmsAAAcOHAAApKWl4dZbb8VDDz3k8zry3moxJaKCHERCQoLP38i/qX2gaqDT6WA2mwFoW4dBfrBxkXpcfFYGrliVg6FRByrrOrHrUDsq6jpgd7hhG3Nh56EO7DzUAYNeh7lZCfz49qIUpCh4GjodoW/64h90sIXhdGjBVQN/58hoNKoa3j6dU0hqn6P4aAvOKUvHOWXpcLk9qG/pF+zDT3bxhlMnOodxonMY//iqGVERRizM46esluYnIzaKv7+QIlclNSn7m3rwuzeq4XB6YDTo8NANC7G4cPIV/fQ5op/QzWbztI9idIwLCuKqes81JTindIbqQoju6NDpdHA4HOjp6cE///lP/M///A9mzZqF1atX45xzzsFZZ53l1dopB3KfIusPDRkgJuWvEerrJsOUiIqpOFC10el0MBqNws1HC4Gh1+thNpvBcRxMeg/OLk7BigUz4OGAmqN9Qh1Gz6Adbg+HQ0d7cehoLzZ+UI/MGdHjfhipyE6POaP70cU/aHLTI6kN+qZHBMXp1IKrBv7OUaiRHgJdNCx3kNV0RXyOiMgQnyPy38EwGvh5E8XZifjOxQXo7LPxzp71Xag51geny4MRmws7DnZgx8EOap5QKs6an47ZqZBdk1JR34WnN++Hy83BbNLjRzeWYmFe0mRPiQ9THQ1TQmefDY+9XCG00t511XysWTRT82uUpDiefvpp2Gw27Nu3Dzt37sRXX32FzZs3w2w2Y8mSJYLIyM7ODvqe5Dcmdc8i62lEhO+DZKivmwxTIiqm4kC1RCww1DDckgrP04WjczNjMD8nHnddVYxjbUN8HcahdjS38Tnd4+3DON4+jL9tPYbEWIvgh1GcnQjTGVyHQd/06JZesjCQv0/1DW8qUWthONNqUmjocwBIR8OURjFSEyJw0VmzcdFZszHmcOPQsV4hitEzYAfHAY0nBtB4YgCb/92IhBiLMACtJDcREX7s/nfXdOAPbx2E283BYjbgx98pRXF2oqrnwx9S54hcF+TvtBgLF939Njz+SgW6xwXFHVfOxwXl6WG/RiMiInD++efjoosuAsdxOHbsmNA2+tRTT+E3v/kNPv74Y8yePTvg+xAPid7eXp+/dXd3e22jxusmw5SIiqk40HBBPwUCodVhyDFgouswZiVZ8K3zcnD9BfnoGRjj6zBq2nDoSA/cHg69g2P4955W/HtPK6xmAxbmJ2FJUSrKCqb/OOjJQC8MVivflut2u73C29PlqWoqCSUFoJZL5umC2pEei9mAxYUpWFzItzOe6BzB/qbe8ZZVvn6qb2gMn1WcxGcVJ2E08OlN3j48GTOT+HkR2w+047m/HYLHwyHCYsSjN5ehcE68xmdDGvohCpi6KEbPgB2PvVyBznFvkdsuL8baJeEXFBzHwWKxCE6XOp0OOTk5yMnJwa233orR0VEcO3YM6en+u3IIM2bMQEJCAurr633+Vl9fD5PJhIKCAtVeNxmmRFRMxYFOFeI6DPKULJUmsdlscDqdSEtLU9yOR36oMRE6rF06C5csmwObw4Oq+vE6jNoOjI65YHe4sbumE7trOqHX61CUGS/YhqdN80FKoeAvPK9ljcHpjJzF0+PxwGAwfG0EhRi1UwA6nQ65GQkoyk7F1ec40D9kw/7GHlQ1dKO6sRtDo05hBMDBI7147f8aMDMpEjGRJjScGADAm+f95y2LkJcRp+mxKyFcNT00vYN2PPbyPsGs7JbL5uLis2ZNiaAgrdX+iIyMRHFxsez3vOiii/DOO++gq6tLeOgeHR3Fxx9/jNWrV/sdTBbq60Jlynwqfvazn+Gdd97Bp59+6nWgF1xwAUpLS31aTc80xHUYzc3NeOihhzBz5kw8//zzqoUKyY/Zw+lQ29yL3TXt2H2oHV39vg6Bs1PH6zDmpkyJBbHayA3Pn4ktdFpAFgQ6CsciPd7QKQCDQd6QuEBtuB4Ph6aTA0KapLnNt8080mrEz24rR9bMGM2OS038mZPR5ykU+obG8Iu/7ENbzygA4DuXFOGKFXOmTFCQ+kC16OjowBVXXIGMjAzcf//9MJlMeOmll7B//3689dZbyMvLw549e3DrrbfiZz/7Ga6//nrZr1OTKRMV4T7Q6cy2bdvw4IMPIikpCX/4wx+QkTHheqcmZPHU6/Vo6RjG7kO8H8bRkwM+2ybEmLGokI9gzM9JnJR5z1QwmZZRtWdKnCnQLpkkjXQmmyWpgT/3U/LfSn09egftqGroxtbKU0KU4r5vFmN1afAQ+nRFDVOp/uEx/OIvFcJI9xsvKsRVqzLPGEFBOHLkCH77299iz5494DgOpaWleOihh1BSUgIA2L17N26++Wb8/Oc/xw033CD7dWoypbM/wnmg05XW1lasXbsWy5cvxzPPPIOYmBih0FNtPwwx5IfcN+QQ/DAOHumGy+19SVhMeizIS8aSubxDIGl7m66oaRH9dXAalEMgl0y1bbHPVKSuJQBCKkXJtXSgqQe/fLUSAPDU/cuQkRqtyWcON6FEDQeGHXjs5X1oHW/Z/faFBbjmnKwzTlCcLnytppROR9xuN7Zv344VK1ZImqLQ+Vv6B6WFbbjRaMSY04Oqhi7sOtSGfbUdGLGJFxCgcE68kCYhBWPTBS0toqVueHQE40z9KSl9mj5TJqxqCTEK83g8IaXcKuq78D//Ww0A+MODKzDjDKyHAoKL+oHhMTz+SoUwtv7a8/Nx7XnZUyIoSN3R1x0mKk4jtDTcohHywdCh7ngfdh9qx+6adnT0jvpsm54chSVz+cFn+RlxU1qHEe6hYP5C22fS0/lkXTJP1wmrWiJ1TpWm3HYd6sAzb/JuiRt+tApJoqGDZyLia2lo1ImfPL8dx8bb6L95Xh6uPz9nSq4p4oszWdatW4c9e/ZI/u2ee+7Bgw8+CGBqJ3wHg4mK0xS1/DCCQddhtHaOYPdhvtCz8US/z7ZxUWYsKkpGeWEKSnKTYDGHpw5jOjg6nolP51arVfVz+nUQYoGQI9LoxdNfsedX+9vw3NuHAAAvPXLOtE9Jqs2wzYknNlbi2CleUFx1Ti6++415XjUr4VjaOI6D0WhURVAAvKgYGRnBL37xC5+/paamIi0tbVpN+JaCiYozBDqCEY46jP5hJ/bVdmDXoTYcaOqG0+V9gzSb9FiQm4TFRSlYVJiM+Gh1fnRipqMB0+n+dE634Wp5Ts9EIRYIItKUOo9KCbGPdx/HH9/mIxUbf3KeX2OsM5ERmxNPbKzA0VN8J8wVq3Kw7uJ8r86bcAhWIiiIXbkarFu3DgCwadMmv9tM1wnfhK/PlXiGIzbcEtdhqHXRkx9ppBk4t2wGzi+fBYeLw/7Gbuyuacfew+0YGnXC4fRgX10X9tV1QacD8jPixuswUpGeHKnK55muQ8HUHn4WTnQ6HaxWa1hEmj9PDHKTPpPqVUIVFIC034ObKqaOioyAXsedEecpGKN2J371WqUgKC5bkY3vXJQnXEvhsg/XQlDI3e8nn3yC5cuXC4IC4Oue1q5di02bNmFwcHBKJ3wzUXEGotPphA4IcR2Gx+OBTqdT5YcgvB+ARQWJWDI3BcACNJwYwK5Dbdh9qA1tPaPgOKDhxAAaTgzgjX83YWZSJMqL+DqMwjnxIdVhkB90INfR6UIwu+fp8nQ+lS6ZcoTYZH0MpgK1Z6OQ8zBqn/h+jAYdDAbjtBesk2XU7sKvXqtCUyuf8rhkWRZuuSRf8pwGsg+n00liF1A5cBznJX7Dyekw4ZuJCg3ZsWMH1q9fj8OHD8NisSAvLw933303zjnnHGEbrQtutJhLIgX9fjkzI5GfUYBbLi3Cqe5R3nCrph0NLX3gOKCtZxTvbT+O97YfR0ykCYsKk1FelIoFeUmwyqjDULNlNNwoGX4WzqfO6Rb1mQo3RrXRMo1E0o0mo14Q1XSaZLoJ1sliG3PhyU1VaBz35rjo7EzcemmBrHPqzz7cZDIp9qEhgoLUcGlBX18fHnnkEezatQvd3d3IzMzEjTfeiJtuuum0mPDNRIVGfPbZZ/je976H1atXY/369eA4Dhs3bsRdd92F3//+97jkkkvQ0tKCm266CTk5Ofjd734nFNzcdtttmhTciOeSaFWHQc8lSY414oqVmbj6nBwMjjqxr7YTuw61YX9DFxwuD4ZGnfiiqg1fVLXBZNSjJCcRi8ejGAkxvnUYdKHb6X6jFA8/m6o0yXQfBa/VhFUt0bouhRYVBHpRFKeTgNOrrofG7nDjyU1VqG/pBwBcsHQObrusEEBoxyBXsPb19SE6Olq4J4ZDUAAT3kVPPfUUBgcHsWXLFjz22GOw2+3CmjCdJ3wzUaERzzzzDLKysrBhwwbhy166dCnOPfdcbNq0CZdccgk2bNgAt9uNP/3pT0J+bPHixVi7di2eeeYZzQtuJjv4TC7kR2w1AqsXpuG8RelwuTnsb+rB7pp27Klpx+CIA06XB5UNvB3xS/+sRV5GLMqLUlFelILZadGadCNMF9SeJyGX0y3qM1XnSQl0XYpWN3iXe1xUGKQnDgdLJ02H8ySHMYcbv/nfKtQd7wcArCmfjTsvL0KogkKMv3H3/f39WL36/7d35wFRlfsfx9/DMqwKsogKKCAKuCvupqnlkpZmy+1qtlEuecurXOtadjWzn5VLlrZoWZaamVZoWlm55JrglgsKKi6oIIKKiKzDzO8POsdhUVHPLNj39VfNjMxhmDnnM8/zfb5PNwICAujatSudO3emY8eO+Pj4WDRQzJkzBycnJzw9rzYz6969O4899hizZ8/ms88+A+x7h28JFRZgMpl4/vnn8fHxKdNdzc3NjQYNGnD27Fm7K7gpv/GZpfphmI+KtGzoTXSEH6MebsHRv+owEg6e5fS50kY2R0/ncPR0DkvXHqWOjzvtm9ahdSMfIup74XiNk+mdwhrD/0qgsESjMGuxt2kS83l7S35jVEYqnJyq9jmwt9epKgqLSpj21Z8cPH4RgO5tghjxYBMwWeYLhXnQ8vT05PPPP+f3339n8+bNfPvttzg7O9O2bVu6d+9Ot27dCA0N1TxgeHt7V7hNp9Nxzz33sHfvXvU2e97hW0KFBeh0Ovr161fh9uLiYk6ePElUVJRdF9yUr8MwH1rWeppESdwhddxoGNiIJ/tFkn4+j4TE0u3bk05cwGiCsxfy+GHzMX7YfAwPNyfaNC7dl6RlI987fjmdJYb/lS6Zd8I0ksLW0yTWLHRVpz8cb/5zaOvXqSqKikuYseRPDhwrvXh2ax3I8w81tVigqEzr1q3VrSMyMjLYvHkzGzduZObMmbz11lsEBwfTvXt3xowZU2Zk4XYof5vyu5sqAdXDw8Pud/i+s8/GdmbOnDlkZ2czZMiQalFwA2UDBli+DsNgMODj6Uj/zsEM7BbK5b/qMOIT09mTnElhcQlX8g1s3pvO5r3pODnqaPZXHUbbSH98at7ZnQW1GP63dudRW7D2NIm1V84UK9MfTrfXYO5ar5Mtiz2LikuY+fVe9qWUBoq7WtbjX1YOFFD62jg4OODq6kpISAghISE88cQT5OfnEx8fz8aNG9m9ezdpaWmaXMhTU1Pp168fTzzxBP/973/V20tKSli7di3e3t6Eh4dbfSvzmyWhwkqWLl3KJ598wkMPPUTv3r3ZuXMnYN8FN5WxVh2GMkTr4Wrkrha1ubt1XQxG2J9ynvgDpXUY2bmFGEpM/HnkPH8eOc9nq5IIq1eDtpG1iY70p0EdT4vOf9qDqgxrK5vTgWW6ZFYHlhz+t8VSXIOh9BidnbR9f1+v2FPpHWK+HFNrxQYjs5bu488jpV+oOjevywuPNEOrGoqqMplMam1M+XOIm5sb3bt3p3v37po+Z/369enVqxdffvklTk5OdO7cmby8PJYsWcLhw4d58803cXZ2ZtSoUaxZs4aRI0eW2eE7Pz+f2NhYTY/pVkiosIIPPviAOXPm8MADDzBlyhQAtTLcngtubsRSdRjmG1gp36CUE1jzUC9ahfvw/EPNSTlzie1/BYzUjNJmOMfSLnMs7TLL1qfg7+2qjmBEhdTC6Q6vw7hRMymTyaQ2tfo7BYrytBz+V15fa6+cudmailth7dEeg8HIe9/sY/fh0tqAjs3qMPofzdHZKFC4ublZ/UvJO++8Q5MmTVi+fDkLFizA2dmZJk2a8PHHH9OzZ08AAgICWLJkCdOnTyc2Nlbd4XvhwoWEh4db9XgrI6HCwiZNmsTSpUt57rnnGDdunPomVYat7Lng5mZUVodxKwHjRkPzV5erGqhf243QXuEM7RtBxoV8dfv2g8fPYzRBZnYBa7afYs32U7i7OtG6kR/Rkf60buyLu+udvT1x+eWqrq6l00LKf9vDvLk9qOzCqYxk3OjCaatAAVBsKD2Wa63+sARLjvYYSoy8t2w/O5MyAWjfJIB//6OFzQJFZSMU1qDX6xk2bBjDhg277uMaNmzI3LlzrXRUN0dChQXNmjWLb775hgkTJvDkk0+Wua9OnTp2X3Bzq26l4datbApmfkHw9nDgvo5B3N+lAVcKStiVVFqHsTvpHAVFJeQVGNi6/yxb95/F0VFH05Ba6iiGn7d9jwjdjsqG5u25q6etKa/BjZqTATbt7VFcokx/2Gb0TcvRHkOJkdnL9rPj0DkA2kbWZuw/W+Kgs12gUPbsETdPQoWFrF27lrlz5zJu3LgKgUJh7wU3WijfcKuyOox9+/bxxhtvMHPmTEJDQ295SZtyEnN2gM7N/Onasg4lRkg8fqF0uWriWS7kFFJSYmJfygX2pVxgwY/JhNSpQdu/tm8PrVvjjqnDuFaXzOtNkyj329vyQlu4Xq8H8+kkBwcHq4/2GCppfmUrtzPaU1Ji5INvDxB/sDRQtImsTexg2wUKZaRU3DrZpdQCDAYDffv2xWQyMWvWrEovUhEREVy8eJEBAwYQFBRUpuBm7969LF++3C7mxyzJZDKxevVqXn31VVq0aMF7772Hu7s2m42ZM9++/Xj65b/qMNI5kX65wmN9a7qUjmBE1aZpSC2Lzllb0q0Ozf/dtya/EfM9Z5QOi7bYYfW1TxI4cuoSnZoFMOaxFhZ/vltVfsde8/dUUbGBOcv3sXXfWQBaNfbn5aGtcbRhoFC+/IhbJ6HCAk6fPs0999xz3cesW7eOoKAgUlJSmD59OgkJCWrBTWxsLM2bN7fS0dpOXFwc48eP5/7772fq1Kk4OjpapOGWOfOT3LmL+ew4lEH8gbMcOHYeo7HsR8HNxZFWah2GH55u1aMOQ7nw3W6XzL/b1uQ3cq1mYZVdOM1fJ0ucYv/74XZOnL1Mt1Z1+dfDzTT/+ZaijlrqHJj9zR427DoNQItwP8Y/0QZHB+tfjkwmE66urpoHih07dvDEE0/Qrl27MluZW3q/J1uTUCFsZsWKFZw/f56YmJgy4cGSG5+Vp5zk8gtL2JWcSfyB0jqMvMKyHSYdHHRENfCmbVRp2/DateyzDsNSXTKVOhnzgPF3mia5mdfVGqM9sbO3cSbzCve0DWT4wCaa/ExrMRpNzF1xkI170gBo3tCPic92wEXvaPX3lKUCRVFREQMGDOD48eO0b99eDRWpqakMGjSIsLAwRo0ape73tGXLFovs92QLEiqE3TPvtWDJgKF8MzeadBw0q8PIulSxX0j9AE+10DOsXs1b2r5da+ZLcS05knC9Ie07cZrkdoJaZaM9Wlw4R7+7hYyL+fTtGMwz/SNv6WfYgtFo4pMfDrJhV2mgaBrmyytPtkHvZP33lKUCBcB7773HsmXLqFu3Lu7u7mqoGD9+PGvWrGH9+vXq9gxFRUX07t2bkJAQi+/3ZA1SqCnsnoODQ5l+GEpRmFIoB9rvSxJZvwZNQ70ZNrApJ8/mlm7ffiCdY2k5AKRm5JKakUvcxuPUquFCdGTp9u1NQ2uhd7b+vKw1u2RWh029tHK77cwt1RK7+AYbitkjo9HE/FWH1EARFeLDK0+2wdmx4nvqeiuUzKdHb4elAsXhw4eZP38+kydPZsWKFert9rbfk6VIqBDVik6nU785WnLjM/Pt2+v5uvBIjzAeu7cR53MK2ZF4lu2JZzmQkoWhxMTFy4Ws3XGGtTvO4KJ3pFW4L9GR/rSJ8KOGe8WOqVoz3w7eFqME1XGzqqrQeuRHyzBmjeZXWjKZTHz+YxLrdp4BIKJBLV59qjRQVOZGjdxudxRD+dtqzWg0MnHiRFq3bs3DDz9cJlTY835PWpJQIaqtW+mHcSvMLwaeLnBvu0D6dKxPQZGRPcmZbE9MZ9ehDK4UGCgsKiH+4DniD55Dp4PIBt7q9u11fN1v+1jMmff2KCgosIsLdnXYrKoqrDGVdDthrNiOlpTeiMlk4oufkvktobQos1GwNxOejkZfxRbjWoYxk8mEi4tLhQ27tPL111+TmJjIypUrK9xXXfZ7ul0SKsQdoXw/DEvWYSgnLwegXZQvHZvVxoSOQycuEn8gne2JZ8m8mI/JBIdOZHPoRDaL1hwmyN/jr+Wq/oQHet1WHYYSKAC7CRTl3ehiYK8BwxYjPzcbxq5uKGbfocJkMrHw58Os2X4KgPAgLybGtEN/G1eeqoSx3NxcMjIyCAwMVD/3JpMJvV5vsUBx9uxZZs6cyfDhwwkLC6twv7K0u7rt93SzJFQIi7LVsqpr1WGYXyS0rsNoHORJVINIYh5owqlzV9Q6jKOnLwFwOvMKpzOvsHLzCbw89URHlBZ6Nm/oc1N1GEqXTJPJVK1OQte6GNhTHYatp5LgxmGspMRIidJR045rKkwmE1/9coSf/kgFICzQi//dZqAo71phbMWKFUydOpWgoCC6detG586d6dSpk3rxtoTJkydTu3ZtRowYUen9d8J+T1UhoUJYTFFREf/73/8qfItOTU3l8ccfJywsjBkzZqjLqmJiYiyyrOp6dRhGoxGdTqd5HUaAtzODuoXwaM9wLl4uZMfBDOITz7L3SBaGEiOXcotYv+sM63edwcXZgRZKHUZjf7w8r12Hca0umdXNjebMLd3noTL2ECgqUz6MGcwOzd3NBRcXF7urWTGZTHz921FWbT0JQEjdmkyKaYers+VWSZmHsQcffJDAwEA2b97M77//zpIlS3Bzc6NTp07qDqMBAQGaPfcvv/zChg0bmDdvXpn+MMrf7cqVK/j6+gJ3zn5P1yKhQljMRx99RE5ODs2aNatwe0lJCfPmzVOroKOjo+nduzezZs2y6LIqa9VhwNWLgbseekbXo1f7YAqLTfx5pLQfxo5DGeTmFVNYbGTHoUx2HMpEp4PGwd60jfKnbYQ/9fyvtmq35QZWlnS9dtjWqsNQNpCy16kkhdFoJD//6jddpZ21PdWsmEwmvlmXwsrNJwBoUKcGk55th6veesuunZ2d1dGJCRMmcPLkSTZs2MDGjRuZPHkyEydOJDIykoEDB/LMM8/c9md+w4YNmEwmhg8fXun9bdq04YUXXrhj93syJ6FCWER1WFZVvg6j/AiG8hgtKCd6HRDd2If2Uf6AjqTUbOIPpBOfeJaz5/MwmSA5NZvk1Gy++uUI9fzciY70p2PTujQNr43BYLitLpnVgbWnSapLoFAo9RQADjrUESt7Wdr77YZjxG08DkBwQA0mPdcedxfrT9OYTCY1bDVq1IhGjRoxfPhwLl26xJYtW9iwYQNbt27l6aefvu3P+ciRI3nkkUcq3P7mm28C8Nprr1GvXj2ysrLu+P2eJFQIzVXXZVXlNz4rX4ehVcAwDy3h9TyICI7g6f5RnMnMK63DSEzncGo2AGlZeaRtOcmqLSep6aGnTYQfbSP8aR7ui6v+zt+n4FrTJOV3Db2Vof/qUOxaGYPZ/Id5oWZlYcy8/sYaS3u/23CMbzccAyCotieTn2uPhw0CBVxtV1+el5cX/fv3p3///po9V0hICCEhIRVur1GjBoB6Phs1ahRr1qxh5MiRZfZ7ys/PJzY2VrPjsSUJFUJzd8KyKlvUYfh7OTGwawMe6h5GzpVidV+SvUcyKTIYyblSxO+70/h9dxrOTg40b+hD20h/oiP88a7hctvHYu+0nCYxDxSFhYXVJlAAFJUJFZW/B8uPtpnvGmqpaZK4jcdZtj4FgEB/D15/rj0errYZoXByclL/vvYkICCAJUuWMH36dGJjY9X9nhYuXHjHbCApoUJo6k5cVmWLOgxXZ7i3XTC9OzSgoNDAn0ey1DqMnCtFFBuM7E7OYndyFjrdIcKDvIiO8KddlD+B/h53zPbt11P+m7myN8mNhv6rc6CA8iMVNx6tMn8twDJTSis3n2Dp2qMA1PXzYPKwjtRws12gqOz8YgvmK94UDRs2ZO7cuTY4GuuQUCE0dacvq7JWHYb5SgST0UjrRrVoG+kHupYcTs0mPjGd+ANnScu6gskER05d4sipSyxde5QAHzfa/rV9e0SwF452vOxQK0ajUX3/XK+RlNForJbLcc2Z11Q43cLf9norb5T7b2aaZPXWkyz59QgAdXzdeWNYB5sHir9DqLZXEiqEZv6Oy6rK12EUFxffVsOta3XJNA8tYXXdaRTUmKf6RZGWlUd8YunGZ0knL2IyQcaFfH7clsqP21Kp4e5M68Z+tI30p2W4L64ud/5H/nqNpHQ6nfrN3MHBwa6WjlZVseHqhf5a0x9VdbtTSj/9kcqiNYcBqF3LnTeGdaSmu/VrfUwmU5klycJ27vwzjLCav/uyKp1OV6bh1s3uS1LVwkHzC4FvDUce6NKAB7uFcTnPwK6kDLYfSGfP4UyKio1czitm05/pbPozHSdHHc3CfGgbVZvoCD98arpq/ArYH+W1UkYolG/ftl4hcTsMZiMVWje/quo0idFoZM32VL78qfRz7O/txpThHfDysF2gUMK4sC0JFUIzsqzqqvJ1GErAUIbilccocnNz1SW2Nzssr5zoXZzgrhYBdG8TiKHExL6j5/8axcggO7cQQ4mJP4+c588j55kPNAysSXSkP+0i/QkO8LxjT8jKCojyDcOq6+ZnxYar4ceSG4pdb5pkzR8n+Hx1EgB+3m68Mbwj3p7Wv5xoHSjWr1/P/PnzOXLkCMXFxURGRhITE0Pv3r3Vx1i6G3B1pzPZ6ydH3DGeeOIJ4GrRUkZGBgMGDCAoKKjMsqq9e/eyfPnyO6YK+lrK12Fs2bKFl19+mf/7v/+jZ8+emj2PctHU6Rw4euYS2w+UTpOcysit8NjatdxK9yWJ9CeygfctzdXbo2sFivLML5oODg5ldsJUwqC9SDh4jplf7wXgw//chZ+3dWuQ1u08zScrDwHg6+XK1FFdqOPjXiaQWYPWgWLlypW8/PLLDBgwgAcffJCioiI+++wzduzYwaxZs+jXrx+pqakMGjSIsLAwRo0apXYD3rJli0W6Ad8Kk8lk0y8IEiqExQ0dOhSAxYsXq7elpKQwffp0EhIS1GVVsbGxNG/e3FaHaRNxcXFMmDCBu+++mzfffFNtxKQ184vm2fN5JBzMIP5AOodOXMBY7gzg4epEq8Z+tIv0p2UjP9xdq+eA5u10IFVeq9JQdvtbbWtp676zzF6+H4B5/+2Gt6f1lk5u2HWGuSsOAuBT04U3hnckoJZrmUBmjREfk8mEg4ODpp+Xnj17UrduXb766iv1ttzcXO6++26aNm3KwoULGT9+PGvWrGH9+vXqyGJRURG9e/cmJCTEot2Ab6SgoABX14pTmkajEQcH631JqJ5nC1FtGAyGMmFCcacvq6qK9evXM378eB555BEmT56Mo6PjTddhVJV5HUYtT0f6dQrmgbtCuFJgYFfSObbvL63DKCgq4UqBga37zrJ131kcHXU0Df2rH0akP35e1aMO43Zbmtvz5meWrKm4no170pi3sjRQeNdwYfKwjvh76a2+3b0lAkVhYSHPPvtshaZ8np6ehIWFkZaWZlfdgMvbuXMn06dPx9PTk8DAQFq3bk39+vWJjo62aqAACRXCgoxGI6+99hpHjhxhxowZhIaGVniMwWBQvw3+3QQHB/Pmm2/yyCOPqL9/ZXUYWgcMuHrRdHaAzs1q07VlXUqMcODYBbVt+MXLhZT8VZux7+h5Pl+dREjdGrSN9KddVG0a1LHPOgyt90jRegnm7Sq6RkdNS9q8N52P4xIxmcDLU8+U4R2p7V2xF8SNdli93UBmiUABpUu4H3/88Qq3FxcXk56eTlRUlN12Ay4pKSEpKQl/f38uXbrEmjVrWLZsGQDdu3fnn//8Jy1atCgThCxJQoWwGAcHB6Kjo1mxYgWHDh0iNDSUkpISHB0d1Xk/J6e/71tQ2Y+gMtZsuGX+M5uFetEy3IcRg5pzLC1HDRgnz14G4ET6ZU6kX+bbDcfw83JV6zCahNSyaNFgVSl9CsyXNGvJHjY/M29+ZY3al637zvLhdwcwmaCmh543rhEoKnOtEZ9bKYxVzhmWmiIsf9ypqam8++67FBYWMnr0aLvtBuzo6MjQoUPVaeZTp05x4sQJPv74Y7Zu3cquXbu49957GTFiRKWtxLX29z2jC6vo1asXU6dOZdOmTfTt21cdivv555+ZP38+nTt3ZtSoUbi7u1/zZygnk6KiIn777TcWLVrEiBEj6NGjh7V+DZsq33BLi34Y12IeMIL9XQm5N5whfSI4dzGfHQdLl6smHr+A0Wgi61IBv8Sf4pf4U7i5ONGqkS/tovxp1cgPDzdnTY7nZlg6UFTGFtMkSvMrR0cdDg6Wvbj+cSCDD/4KFDXcSwNFnVq3VsNxO9MkyjnAzc3N4oHi+++/55VXXgEgKiqKBQsW0KxZM3bu3AnYZzdgk8mkjuIEBgYSHBxMkyZN2L59O0uWLCEuLo4TJ04wYcKECrtGa01ChbAYk8mEt7c3Xbt2JT4+HgcHBwoKCoiLi2Py5MnUqFGDhg0bXreDplJkdPr0aWbNmsWPP/5I9+7d1W8G1i5Csgfl+2EYDAb1RGypOgwvdwf6dAiiX+cG5BeWlNZhHEhnd3Im+YUG8gsN/HEggz8OZODooCMqpJZah1G7luVXJyj7tFgzUJRnyc3PzBX/NVJh6XqK+MQMZi/fj9FowtPNmcnDO1DXR5ui0OtNk5w+fZoRI0bQrFkzunXrRocOHfDy8rLKCAWUFmx+//33ZGZm8sMPPzB48GAmT56sjiraYzdgZS8iJVgYjUZ8fX3p378/HTp04K233uLHH39k7NixzJw5kxYtWljsWCRUCItRTgDt2rVj8+bN/Pzzzxw+fJiPP/6Y7t27M378eEJCQtQpkco4ODhw4cIFYmNj2bdvHxMmTGDw4ME4OTn9LQNFedfb+MxSdRiOOujY1J8uLepgNEHisYulbcMTz3L+UgElRhMHjl3gwLELfPFTMvUDPGkXVRowwurV1PzCoPz+RUVF6kXK1swvmsqGXkpdwe1Ok6ihwoLTTTsOneP9ZaWBwsPNmcnDOhLoa7kiXfPRHD8/P/r378+GDRv48ccfcXR0pE2bNvTs2ZPu3bsTGhpq0XDh7e2Nt7c3UFqTMG7cOF5//XV++eUXwL66AZdfPqr8txIwdDodfn5+zJw5E29vb7766iveeustJk2aRGRkpEWOSZaUCovLyspStxkuLi5m8ODBPP300/j7+19zTbUSGDIyMnjzzTf57bffiImJ4eWXXy7zb5R2y/ZYMGhLlq7DMKfUfzg4OHA8/bJah3E8LafCY31quhAd4U/bKH+ahvrc9oXRHgPFjZRfrnqz0ySL1xxm1daT+NR04eOXuml+fLuSMpm5dC8lJSY8XJ14fVhH6te2/jdwk8lEZmYm27ZtY9OmTWzbto3CwkIaNGhAjx496N69Ox07dtTkPX3u3Dk2btxI69atK/TJWbBgAW+//TbLli1jxIgRtGrVqsLKtddff51vv/2W+Ph4qzXvMz8P/vHHH+zfvx9vb2+io6Np2LCh+hhl9ALglVdeIS4ujoceeoj//Oc/6rYJWpKRCmFRubm5/Prrr1y6dAk3NzdGjx7NM888o95/rROC8iGIi4vjt99+4+GHH2bMmDHqv1E+UOYjHMq3c3sIGXl5ecyePZuffvqJ7OxsgoODefLJJ3nsscfUx5w+fZqZM2eybds28vLyaNSoESNHjizTve9Wla/DUAKGJeowlBoPgEBfFx7t2ZB/9mpMVnYBOw6V1mEcSDlPidHEhZxCfttxmt92nMZV70jLRr60i6xN68Z+eLrfXB2GXq/H0dGRwsLCatNiG26/eFGpqbDE9Meew5m8+1egcHNxYtJzHWwWKHQ6HcHBwQwZMoQhQ4aQn5/P9u3b2bBhAz///DNffPEF8+fPp2vXrrf9fEVFRbz22msMGDCA6dOnl7lvz549ANStW5c+ffrYTTdg5fO7bNky3n77bfLy8gAIDw9n4sSJtG/fXn2M8nqOHTuWjIwMfv31Vx588EF8fX01H/GVUCE0p0xnnDlzhnfffZd169YRGhrKhQsX8PT0BKrW9S0lJYXFixfj6+tLTEwMer0eg8GAk5MTJ06cYOLEibRq1YoXXnhB3dVTYcuuckajkZEjR5KYmMi4ceNo2LAhcXFxTJw4Eb1ez6BBg7h06RJDhgzBzc2NyZMn4+vry/fff8/o0aOZPXu2JsHCnIODQ4U6DGUUQ6F1HUYNNx292gXSt2N9CoqM7E4+R/yBs+xMyiCvwEBBUQnxieeITzyHg4OOyAbepburRvoT4HPtwl24GiiKioqqVaAo71aKF5XpD61X2/x5JIuZX+/DUGLCzcWRSc+2p0HA9f8OluTi4lLmS4Obmxs9evSgR48emEwmTp8+Td26dTV5rqCgIAYOHMjKlSvx9PTk3nvvBeDXX3/ll19+4aGHHqJ27dqMGjWKNWvWMHLkyDLdgPPz84mNjdXkWG7G9u3bmTlzJvfffz8REREcPHiQ7777jtGjRzNjxgzuuusutXmbTqfD39+fAQMGsG3bNt5//33mz5+veR2IhAqhOUdHR5KTk4mNjSUlJYXY2FgeeeQRhg4dyvr163n00Udv+DMKCwv55ZdfyMrKYuTIkepwnrIE9dSpU/z555/UqlWL5cuXc+zYMVJTU+nRowf9+vWrdNmXtWowfvrpJ+Lj43nvvfe47777AGjfvj1paWns2bOHQYMGsXDhQs6dO8eqVavUArC2bduSkpLCjBkzNA8V5mxRh+EAtI/yo1OzAIwmHUknLrL9r+3bM7PzMRpNHDx+kYPHL7Lw58ME1fagXWRtoiP9aRhYs8wqhzslUJRX1R4PhpLSv5GWIxX7Us4zY8leig1GXPWO/C+mA6F1bbMHj8lkwtXV9Zp1VoA6iqGlqVOnEhkZSVxcHN999x16vZ7g4GDGjRvH008/DUBAQABLlixh+vTpxMbGqt2AFy5caJPtBVJSUujQoQNjxoxR+1D4+/szd+5cxowZw7Rp0+jZsycODg7ql70HHniANWvWEB8fT0ZGhubLTCVUCE0ZDAYWLFjA+++/j6enJ++++y79+vXDaDTSsmVLfvvtN86fP3/NuTxlhCE1NZWNGzcSFBTEXXfdBVwNBYWFhSQlJVFcXExycjInT56kW7dueHt7M2PGDD7//HNmzZpVocLZPFBYMmCsWLGCOnXq0Ldv3zK3f/nll+p///bbb0RERJTpU6HT6ejfvz9Tp04lOTmZiIgIixyfOVv1w2gc7ElUSCTPDWhKakYu2w+UBoyUM5cAOH3uCqfPHSdu03G8PfVqP4w2UXXVKQ9bt8u2tGtNkxhNpX8PF31p4Ljd1SQHjl1g2uI/KTYYcXF2ZOKzHWhYz34DhaU4OTkRExNDTEzMdR9ny27AyvnxypUr6v83aNAAHx8fdRR3zJgxuLq68t577/Gf//yHt956i759+6pBXK/X8+yzz/L777+zefNmCRXCvikXpQ4dOhATE0OXLl0oLi7G2dmZu+++m7i4ODZt2sSgQYMq/ffKBezo0aMkJyfzwAMPqBde5cR54cIFdu/eDUDXrl157bXXMBgMFBQU0Lp1a6ZMmcL777/PZ599pv7c7777jpCQEKKjo4GrAcMShZ579+5Vhx0rYzAYOHbsWIXQAai/66FDh6wSKsyVr8Mov/GZ8hgtmH8rr1NLz8Pdw/jHPY24kFNYWoexP539KVkYSkxk5xaxbucZ1u08g4vzflo28iU6wp82EX7U9KhaE6bqznyapKCwtH7FyclBnSYxL/S8mYBx8PgFpi3eQ7HBiN7Zkddi2tssUAA2CxTVgfJFaMeOHXz44YekpqYCqH0nnJyc1HPtyJEj0ev1TJs2jXHjxlFSUkL//v3VKdAGDRrg5eXFyZMnNT9OCRVCU3q9nueff77MbUpjmKZNm+Ls7My2bdsYNGjQNeseDAYDZ86cobCwkIiICLy8vADUk83p06c5cOAATZs2ZciQIUBpSPD09KR9+/b4+fmRk5PDlStX8PDw4NixY0yaNAlnZ2fi4+P59ddf8fDwoGvXrhU6eipzj+WPKzc3l7Vr19K6dWsaNGhwzWPPyckhJyeHOnXq8NVXX7Fw4ULOnDlD7dq1GTp0KE899RQ5OTkUFxdftzNfZcvWrK18w63ydRiWCBgeLnBPdD16tw+msNjInsOZxB9IZ+ehc+TmF1NYXELCwXMkHDyHTgcR9b3Vfhj1/Gx3MbQmZetzRwcd+fn5t9zV89CJi7y9+E8Ki43onRx47Zl2NA7ytNavUYEyrSUq5+DgwM6dOxk2bBg1atSguLiYwsJCtm/fzurVq+nfv7/aq8XZ2ZmYmBhcXFyYMmUK//nPfzAYDAwcOBCj0Ujt2rVp3749x48fVx+vFQkVQlPKvG9l7beDg4N58MEH+fHHH0lJSVHrJMozGo0cO3YMNzc3tRBLSekGg4GDBw+SlZXFAw88QIMGDYCrF7gLFy5gMBioXbs2ubm5eHh4sGvXLlxdXfHy8mLSpEkcP36c1NRUCgoKGDFiBDExMeqH6lpTJG5ubixfvpwvvviCL774Ql3HXp5Sgf3LL78QHBzMq6++il6vZ/Xq1bzzzjtkZWWpW8HbY2e+a7leHca1gtitUi6IOqBthC9dWtTDUGIsrcM4kE58YjoZF/IxmSDpZDZJJ7NZ/MsR6vl5qP0wGgV5WbzbpK1cbX51dVn1zXb1TE7N5u1FeygsKsHZyYFXn25HRHAN6/8ylJ4zXFxc/tYt+69HOQ/l5+czb9487rvvPp599lkKCgr45ZdfWLRoEZ988glOTk707t27TLBQ9jOZMmWKer5VzmkmkwkvLy9NAwVIqBAau9F+HlOmTOH111+/5jcSo9GIXq8nNTUVvV6vhgplSPfSpUvs2bMHd3d3mjdvXjrH/NeHrqSkhCNHjpCdnU1kZCR+fn4A7Nixg9zcXIKCghg0aBD+/v5kZ2fz+uuv8+GHHxIdHU1gYCC///47ubm59OnTh/r165cJGI6Ojrzwwgs888wzJCcn06FDh0qPX/m9iouLmTdvnroVcadOnTh37hxffvklzz33nPqY8mzdma8qrFmHoQQvQ3ER4YEeRNSP4Jn7oziTmacWeh45lQ1AWtYVVm6+wsrNJ/Dy0NMmwo+2kf40b+iLi/7O+QasLil1qvg7VWXzs0PHs3hr4W4KikpwcnTglafaEtXA+jtrQunnWq/XaxYotm3bxpw5czh48CAuLi6Eh4czYsQI7r77bvUxSUlJvPvuu+zatQuDwUDz5s0ZPXo07du31+QYtKSc286cOUONGjXw8fGhe/fualGov78/Hh4ezJs3jw8++ICSkhL69OmDs7OzWmPx+OOPc9999+Hj41Nmujc2NpawsDDNj1lChbAa5QJ0vSFO5UJ+/vx5cnNzqV+/fpnbz5w5w759+wgJCVFrDswDx+7du/H09CQiIgJHR0cyMjLYt28fHh4e/Pe//y1z4ujUqRPJycl88skn5OTk4OnpSUZGBrNnz2bAgAHExsaWKSgNCgrC1dWVlStXXjNUeHt74+joSNOmTdVAoejSpQubNm0iOTkZvV5vV535bpWl6jB0Oh0uLqUtoQsKCtS/sbIyora3M4O6hfJIj3Cyc4vYcTCD+MR09h7Jothg5NKVIjbsTmPD7jT0zg60aOhLdGRpHYa3pzatpm3FUMWOmpWtJjmWdpkpC3aSX1iCk6OOV55qS/OwWjYpelUChVbflNevX8/zzz9Pt27dmDNnDiaTiS+++ILhw4erK7FSU1N5/PHHCQsLY8aMGbi6uvLll18SExPDV199RcuWLTU5Fq04ODiQmZnJPffcg7e3N6GhoWUKKwMCAnj00UdxcnLi448/Zs6cORgMBvr161cmWCjTqubnXksECpBQIayofLOqa8nJyaFu3brqEJ75NERKSgoZGRncddddBAUFAVcDR3p6Ovv27SM8PFz9wPz555+cOHGCrl270qpVK/U58vPz1W9Hx44dY9myZZhMJrKzs5k8eTJxcXH06NFDXa9eUlJCYGAgUVFRnDhxgoKCggqhAUqnL8LDwysNDMrws4uLC40aNSI5ObnCY5TbmjZtesPXyR5psfGZeaAoLCystPDQ/ILp5gw92tTl3nZBFBlM7D2Syfb96ew4lMHlvGKKio3sTMpkZ1ImOh00CvJS6zAC/T1s3ijtZhUbSl8PJ6ebO+4jqRd584td5BUYcHTQ8fITbWnXpM4tdfW8XVoHCoBZs2YREhLCRx99pP7c9u3b0717dxYtWsR9993HRx99RElJCfPmzVOXYEZHR9O7d29mzZrFF198odnxaMXFxYVevXqxdetW9u/fz+bNmwkLC1N/R19fXx566CGcnZ358MMPmTt3LoWFhQwcOFD9HFnzPf733jhB2B2j0UjNmjXx8/MjKyuLo0ePqqEhOzubjRs3UlJSQsuWLdWNmpQPzJEjR0hLS6NFixYEBgYCpVMfUNrD33xK4eLFiyQmJuLj48PLL7+Mj48Pvr6+NGzYkH/84x8YjUZ1hQmUXiyVmo5Dhw6Rk1OxBbWiX79+7N+/nyNHjpS5fePGjbi5uREZGUnfvn05fPgwSUlJZX73VatWERkZSWho6G2+kranbHzm5uaGu7t7mQZlSvvgyv7NjQJFZUpKSkqnjozFtG7kwwuPtuDLib15+1938eDdDanr6/7X88LhU5dY8ttR/jPnD8a+v41Faw5z6MRFjMbqsWOBUqh5M30qjqfl8OaXu7hSYMDBQcdLQ6NpFV6L/Px88vPz1ekSFxcX3Nzc1BoHS1yMLBEoTCYTzz//PJMnTy7zc93c3GjQoAFnz57FZDKxdu1aOnfurAYKKJ1i6927N/Hx8df9XFuL+XveZDJRs2ZNpk6dSt++fTEYDCxZsoRdu3aV+Tc+Pj4MHDiQMWPGkJaWxuzZs9VRT2uTkQphV5SLTkREBD/88IM6dGsymXB2diYwMJCmTZuqRUfKdMrly5fZs2cPzs7ONG3aFDc3Ny5fvszu3btxcnKibdu2ZZ7n1KlTHDp0iJYtW6r9LAoLC3FxceHYsWMA6olHGUK8ePEi7u7uODs7VzpKoRg6dChxcXE899xzjB8/Hm9vb3744Qfi4+N58cUXcXd3Z+jQoXz77be8+OKLjBs3Dm9vb5YuXUpKSgrz58/X9kW1A1Wpwzh69CjTpk3j7bffvq09Ccx/ZlhddxoFNeapfpGkn88n/kA62xPPcjj1IiYTpJ/PY/XWk6zeepIa7s60ifAjOsKfluG+uLrY5+mxWGl+VcWOmifSL/PmF7u5kl8aKMYNaUObxj7qxav85me3upqkKpTPsdbFgTqdjn79+lW4vbi4mJMnTxIVFUVaWhqXL18u0xtG0ahRI4xGI4cPH65wrrAm5VxjMBjIy8vDw8MDR0dHatSowYQJE9Dr9SxdupTx48fz1ltv0alTJ/Xfent7079/f0wmEwEBAeoXK2uzz0+N+Nu79957mT59Ojt37qRly5bodDo8PDx46aWXACoMp585c4atW7cSEhKinjSU0YJmzZqpq0QAdbQhOzubli1bUqdOHeDqyov169cDqPUXynMoJ1pPT09Onz5NkyZNKj12T09PFi9ezIwZM5g8eTK5ubmEhoby5ptvqt1E3d3dWbRoEdOmTWPixInk5+fTpEkT5s2bV+ZEcSeqrA5j7969jBgxgsDAQE2LVJULJoBfTScGdA1hUPeGXLpSxM5D54g/kM6fRzIpKjZyOa+YjXvS2bgnHWcnB5qH+RD91zRJrRr2U4dR1ZoKgNSMXN78Yhe5+cU46CB2cGvaRvpecwSoql09b3WaxMnJqdJVT5YyZ84csrOzGTJkCOfPnwe47lJu5TG2oKyau3z5Mv/73/9ITk7G3d2dJ554gk6dOhEQEMArr7yCs7MzixYt4qWXXmLq1Kl063Z1UzkvLy8ee+wxdWrXFtsVSKgQdkfpEtejRw+WLVtGTExMmRUeyo6YcHVkQ6/X4+XlRVhYmLpiJD4+nuLiYu6+++4yIwvZ2dns2rULLy8vNRgoLWyzsrJISkoiNDRUHcFQLn4ODg6cPHkSFxcXdQ+Ta/H39+edd9657mMCAgKYOXPmLbxCd5bExESGDRtGeHg4n3zyCW5ubhbb+Ey5YLo6wd2t6tAzOhBDiYm9R7LYfiCdhIMZ5FwpothgZPfhLHYfzuLTHw4RHlSTtn+1DQ+ubds6DGX1h9MNpj9On8tlyoKdXM4rDRRjBremfZTfTTXHut3NzxQmkwknJyd1assali5dyieffMJDDz1E79692blzJ2CfS7lNJhOOjo7k5+fzz3/+k3PnzlGzZk1Onz7N1KlTGTJkCI8++iiBgYG8/PLLODk5sWDBAl5++WXefvttunfvrv4s85U0tnifSqgQdkf5IPz73//m+++/Jzk5mcjISPXEVJmwsDC+++47tYCypKRErYlQumgq0tLS2L9/P40bN1anUZRQsW7dOqB0pYb57VC6PfKpU6fo3LmzuipF3L7du3fToUMHpk2bViasWWtfEoCW4bVoE+HHqEdacvTUJeIT09l+IJ0zmaXtkI+ezuHo6RyWrj1KQC230rbhUf5E1vfG0QK7hV5PcRVGKs5kXuGNBbvIuVKMTgcv/qMVHZv431Y776psflZQUEBqaipBQUFl6mesPULxwQcfMGfOHB544AGmTJkCoAYae1nKrYwimI8mTJw4EQ8PD95//30aN27MH3/8wYIFC1iwYAFFRUUMHjyY4OBgXn75ZfR6PZ999hljx45lypQp3H///VY79uuRUCHsVmRkJK+++qr6/9e7mCjrr11dXdXUP3/+fHbv3k3z5s3Vx5lMJhITE8nKymLAgAHq1IdyAvzpp58AyiR/ZZRE+aZj7fbZd7qnn35a3bDJXPk6DEsGDPM6jJA6bjQMbMQT90Vy9kJpHUZ84lmSTlzAaIKMi/n89EcqP/2RioebE20al06RtGrki5uF6zBMJtMNQ0Va1hWmLNjJpdyi0kDxaCu6NK99W4GisuOobJpk165dPPfcc/j7+9OtWze6du1Kp06dcHd3t9q35kmTJrF06VKee+45xo0bpz6vskzb1ku5T506RXBwMDqdrsyXlgsXLnDlyhUGDx5M+/btcXJyok+fPvj6+jJ79mwWLVqEwWBg8ODBhIaGMnbsWBwcHPj4449tVpRZGQkV4o5gvlRVOYm4uLhUqE8oKCjgxIkTGAwGQkND1SWrTk5OFBQUEB8fj7+/v1qsZb4vyMqVK4GroxjCeqzZcMv8glnLw4H+neszsFsYl/OKS+swEtPZk5xJYXEJV/INbN6bzua96Tg56mga6kPbKH+iI/zx9bp2Me+tKim5GgwqCxVnz+fxxue7uHi59Jv3vx5pyV0ttA0UlR9X6ahPmzZtWLBgARs3bmTjxo189913uLi40LlzZ3r06EH37t0JCAiw2HHMmjWLb775hgkTJvDkk0+Wua9OnTrUqlXrmku5nZ2dady4scWODUrPIUuWLOGbb74p07Pn+eefJzg4mJMnTxIdHa3u46HX6+nYsSOOjo7Mnj2bJUuWYDAYePzxx2nYsCH//ve/6dKli02LS8uTUCH+Vtzc3HjllVcYOnQoHh6le0UYDAb0er1aoNmlSxd1CkX50P/555/s3r2bVq1aVZhOEdZVvtDzVvthVJVywdQ7QteWAXRvUw+DEfYfzWL7gbPsOHiWi5cLS2szjp5n79HzfLYqibB6Nf7aXbU2Dep4anJMSj0FVFxSmnEhjzc+38nFy4UAjHq4Bd1aBlg8UJjT6XS0atWKli1bMnbsWNLS0vj9999Zv349r7/+OkajkWbNmnHPPffw7LPPalpjsXbtWubOncu4ceMqBApFnz59iIuLIzMzUx2VyMvL49dff6Vbt27qOcFSDh8+TFpaGgaDQX3/Hjp0iOTkZLZt20ZhYSFHjhyhfv36ZXr0tG/fnrFjx/LBBx+wfPlydcQiKipKDRSW3Hn5ZkioEH9LwcHB6n8rc70pKSkAtGvXDrhaT3H27Fm++eYbdDodvXv3tusW2n9HSj8MuDrKoAQMS9ZhNA/zplUjX55/qDkpZy4Rn3iW7QfSOZWRC8CxtMscS7vM8vXH8Pd2VbdvjwqpdcMiy2tRpj6gdJdSxbmL+bzx+S7O55QGihGDmtO9dR2rBgqFMv3o4uJCWFgYYWFhxMTEcPHiRTZt2sSGDRv4+uuv6dixI23atNHkOQ0GA2+//TZBQUF06NCB/fv3V3hMREQEo0aNYs2aNYwcOZIXX3wRZ2dnPv30U/Lz84mNjdXkWK7H29ub7OxssrKy1KnXxo0bM3XqVD7//HM2bdrE4sWLCQoKIiIiAgcHBzUstG3bljFjxjBnzhyWLVtGx44diYqKUn+2PQQKAJ3JFu86IeyUsuujXq9XO3p++umnzJw5k3vvvZeXXnqpzPJUYb8sXYdhznz0JONCPgkHzxJ/4CwHT1yo0FTL3dWJ1o38iI70p3VjX9xdq96z4fylAkbN2AzA2Mda0LFZAJnZ+Uz+bCeZ2aUrF4YNbEavdvVsHiisufLg9OnT3HPPPdd9zLp16wgKCiIlJYXp06eTkJCAyWSiVatWxMbGlqm9spSEhASefPJJXnjhBV544QU1MBiNRnbu3Mm8efPYunUr999/P8OGDVPrt8xHTXft2sXhw4cZPHiwxY/3VkioEOIvygfXvBr78OHDPPnkk+Tn5/P9999fc2dVYd8sXYdRnhIwrhSUsDv5HNsPpLM76RwFRWV7Ozg66GgSWou2f41i+HlffxTs7IU8/j1rKwAvD21Fgzo1eOOznWRczAfg2QFN6dM+0GaBQimWrm6tz60lPT2dQYMG0bhxYxYsWICjo2OZ886ePXv46KOP2LJlC/369WPYsGHqaIR5sFBUdputyfSHEH8x3/EUYOfOnbzyyiuYTCZ162BbNJOpjoxGI99//z1Lly7lxIkTFBcX07BhQwYPHqw2AAPr7RhZvg5DCRiWrsNwdoDOzWrTtWVdjCbYn3K+tB9G4lku5BRSYjSxP+UC+1MusODHZELq1FCXq4bWrVHhmAxm0x8FhQbe+PxqoHi6fxP6dgiy2eZgEiiuz2QyUbduXe6//34WL15MXFwcjzzySJnzTps2bRg9ejROTk789NNPGAwGhg0bpu7IXP78Y2+BAmSkQogKcnNzWbZsGZ999hmenp6MHz+eHj162PqwqpVp06bx2Wef8fjjj9OrVy9KSkpYtWoVK1asYNy4cQwbNozU1FQGDRpEWFgYo0aNUneM3LJli1V3jDRf7WG+J4klLo5KAykHBweOpeUQf+As8YnpnEi/XOGxvjVd1I6eTUN9cHZy4HhaDuM/jgfAp6YLF/6qoXiyXxQPdKkvgaIa2Lx5M8OGDSMwMJCZM2eqGx2af6E5cOAA8+bNY+3atfTs2ZOnn35arfWydxIqhCjn0KFD/Otf/6Jt27aMHj1a3Q1VVF3btm0JDw9n6dKl6m0mk4levXrh4eHBypUrGT9+PGvWrGH9+vXqPitFRUX07t2bkJAQm+wYaas6jMzsAhISzxKfeJbEY+cpKVeH4ebiSMtwPwJre/DdhmNl7nu8byQPdm1gs0Ch0+lwc3OTQHET5syZw4cffkj//v3517/+pe6qbB4sDh06xKeffspPP/2k1mBUBzL9IUQ5UVFRrF+/nqKiIvR6vUx53AK9Xo+7u3uZ23Q6HZ6enupowPV2jFy0aBE5OTnUrFnTqsdtq34YNd109OkQRL/ODcgvLGF3cqZah5FXaCC/sITtiRmQWPZnDO4dIYGiGlFCwz/+8Q+OHj3Kzz//jJ+fH0OHDiU4OFjdisDR0ZGoqCieffZZIiMjGT58uK0PvcrsYw2KEHZIWaYoJ8yb98wzz/DHH3/w7bffkp+fT15eHl9//TVJSUk89dRTVd4x0paUkQRlO3A3NzecnZ3V1spaD/Iq27c76kro0MSP/wxpzaLJfXljeCf6dwnFr1wzrfs6NWBQN9sGCq2nPJKSkujbty8RERHqEu/y9w8fPpzo6GhatmzJ0KFDSUhI0Oz5tXKt94YyChEQEMCzzz5Lu3btWLx4MR9//LG6DNbR0VFtJd60aVM1UCjdS+2djFQIITQ3bNgw3N3def3115kwYQJQ2njsnXfeYeDAgezbtw+w3x0jK+Pg4FChH4YyiqHQsm24sh9FVIOaNAurxbCBTTmelsMH3+7Ft6Yrzw1oYpMLjXmg0LI3wldffcXbb7+Nl5dXpfenpqby+OOPExYWxowZM9QanJiYGKvW4NyI+chmXl4e7u7ulTamatGiBSNHjmThwoV8//33nDx5kn/+85888MAD6gZn5TdSrA6qx1EKIaqVjRs38s4773DfffcxcOBAiouLWbFiBRMnTqRWrVrq1Ig97hhZFTqdDmdn5zLbgZtPk+h0OovsSxJaryazxtytXrj0en2ZrcgtXSKnPK+Li4umgSIhIYF33nmHSZMmkZ6ezgcffFDhMR999BElJSXMmzdPnTKLjo6md+/ezJo1yyY1OJVR/u5ffvklmzZt4rPPPqvwWimvY6dOnfD396d+/fp8+eWX7Nq1i82bNzNgwACaNGmi/p72uMrjWiRUCCE0VVRUxIQJE2jdujXTp09Xb+/RowcPP/wwb7zxBrNmzQLsZ8fI22GtOgy9Xo+DgwOFhYXqz61sp1AlYGg9LWIeKLS+yHl7e7N06VKaNGnCnDlzKn1ue6zBqYzJZCIvL4+4uDiSkpL4448/6NSpU5kRDPPdScPDw3nppZfo0qUL7733Hj///DM//PAD9erVo0uXLtStWxdnZ2eeeuopq+70equkpkIIoakTJ06QmZlJ165dK9zXvn17Tp06ha+vL2D7HSO1Vr4Ow9XVFScnp9uuw9Dr9Tg6OpYJFHC1DiM/P5+CggK1yM/V1RU3Nzf132nFEoECSltVN2nS5Jr3V4caHIVOp8PDw4OxY8ei0+nYsmWLenv5xymcnJzo1q0bc+fOZfHixTz55JOEhYWxadMmPv/8cy5fvlwtAgXISIUQQmPKtEVl8/3KyIROp7P5jpHWUH7js/J1GFUZwVCCQVFR0XVHH5SRkeLiYrUfhqOjY5kRlFudJjGZTLi6utpsGF6pr6lONTitWrWiY8eOfPnll/Tp04cWLVrc8N/Url2b2rVrq/Uh+fmljc2qy6gdyEiFEEJj4eHhuLq6snXr1gr3JSQk4O/vT506dejTpw/btm0jMzNTvd+aO0Zam1KH4ebmhru7e5m6BPOeGOacnZ3VQKFsZFYVSrgoKCggPz9fDXPK87u4uKgjKDdi60ABV6fEqkMNjvJ39PLyYsCAARgMBrZt2wZQpSkp8/eBMuJUnUioEEJoyt3dnWHDhpGQkMB///tfNm3axMaNGxkzZgzJycmMGjUKnU7HqFGjcHNzY+TIkfz+++9s3bqVUaNGWW3HSFtS6jCUi4abm1uZaRKDwcCUKVP497//fdOBojzl5xUWFpKfn09hYSEmk0kNGK6urjg7O6ujKOVZasrjZihbpNtbDY4SEjIyMsqMPinHOWjQIO666y6WLFnC+fPnq1Tcah70quNydpn+EEJo7oUXXiAgIICvvvqKn3/+GZ1OR6NGjZg1axb9+vUDStfqL1myhOnTpxMbG6vuGLlw4ULCw8Nt/BtYT/l9SYqLi3n11VdZvXo177zzDgaDwSL7kgBlpkliYmJITU2lW7du3H333XTs2JFatWrZxVJGpb7G3mpwHBwc2LlzJ0OHDqVLly60a9eOp556Sn3NTCYT/fr1Y+vWrSxbtowRI0ZoujLIHtn+3SKEuCM9+uijZTYPq0zDhg2ZO3eulY6oenjrrbdYvXo106ZN4/7776e4uNhiG5+Z12FMmTKFNWvWsGHDBlatWoWzszMdOnTgnnvuoWfPntSpU0ez571ZderUsdsanLS0NNq1a0diYiJbt25lxYoVdOvWjV69etGuXTseeugh4uLiWLNmDc8//zxQtpfFnUb2/hBCCDsyduxYevbsyQMPPFDmdmvtS2IymcjMzGTTpk2sW7eOHTt2UFJSQtOmTbnnnnu4//77adCggabPaW7OnDl88MEH/PTTTzRs2FC9fdKkScTFxbFu3Tp1VCIvL497772XVq1a8dFHH1nsmG6kqKiI9PR0Fi1axJ49e0hMLO2n3r9/f3r16oWDgwMvvfQSY8eO5emnn7bZcVqDhAohhKhmlIChjGBoNYphMpnQ6/Vq8SPApUuX1ICxadMmAgMDWbVq1W09T3mnT5/m4sWLACxbtoxly5Yxe/Zs6tWrB0BERAQXL15kwIABBAUF8eKLL+Ls7Mynn37K3r17Wb58uU2nzJTOl0pdyurVq9U6ofz8fOrUqUNeXh6dOnVi2rRpao3InUhChRBCVHPlO3rCzQeMygJFeUVFRRQVFeHp6Xlbx1ve+PHjiYuLu+b969atIygoiJSUFKZPn05CQoJagxMbG0vz5s01PR4tFBUVcerUKb7++mv27duntqb/5JNP6Natm42PznIkVAghxB3EZDLddB1GVQKFqBqlXkIZvVD+FitXruTNN9/kvvvu4//+7/9wdHTUtNW5vZBCTSGEuIMoe4JA1eowlOWlEii0oby2SmBQXtvHHnuMhIQEEhISyMvLu+bGadXdnReThBBCABX7YZj3nFDahjs5OVWbFtDVldJLo2XLlmRlZZGammrjI7IcGakQQoi/gco2PjMajTJCYQVKaLty5Qpubm539GsuIxVCCGEBSUlJ9O3bl4iICFJSUiq9f/jw4URHR9OyZUuGDh1KQkJChcedPn2asWPH0qFDB5o3b85DDz3Er7/+elvHpjTcupMvbvbm1KlTrF69muDgYIKCgmx9OBYjoUIIITT21Vdf8eijj5Kbm1vp/ampqTz++ONcvHiRGTNmMHfuXDw9PYmJiWHv3r3q4y5dusSQIUM4ePAgkydP5vPPPyciIoLRo0ffdrAQ1mMymcjIyKBWrVq89957mq+esSey+kMIITSUkJDAc889x8SJE0lPT6+0kdP48eNZs2YN69evx8fHByidd+/duzchISF88cUXQGkjqA8//JBVq1ap236bTCYee+wxsrOz7TpYJCUl8e6777Jr1y4MBgPNmzdn9OjRtG/f3taHZhOFhYWUlJTg7u5u60OxKBmpEEIIDXl7e7N06VIeeeSRSu83mUysXbuWzp07q4ECSufde/fuTXx8PDk5OQD89ttvREREqIECSqcu+vfvz8mTJyttW20PqjoS83fi4uJyxwcKkFAhhBCaaty4MU2aNLnm/WlpaVy+fLlMUFA0atQIo9HI4cOHMRgMHDt27JqPAzh06JB2B66hjz76iJKSEubNm0ePHj3o1KkTs2fPxs/Pj1mzZtn68IQFSagQQggrOn/+PAC1atWqcJ9y2/nz58nJyaG4uPi6j6ts105bu5mRGHHnkVAhhBBWpPQsqKw3hLIao6CggMLCwio9zt5UdSRG3JkkVAghhBUpm0kVFxdXuE8JHEqjqqo8zt5UdSRG3JkkVAghhBUp23ZXNnWRlZWlPsbLywu9Xn/Dx9mbqo7EiDuThAohhLCiOnXqUKtWrUpXbiQnJ+Ps7Ezjxo1xdHSkUaNG13wcQNOmTS1+vDeruo6wCG1IqBBCCCvr06cP27ZtIzMzU70tLy+PX3/9lW7duuHh4QFA3759OXz4MElJSerjjEYjq1atIjIyktDQUKsf+41UdSRG3Jlk7w8hhNDQ6dOnuXjxIgDnzp0D4OjRo+Tl5QEQERHBqFGjWLNmDSNHjuTFF1/E2dmZTz/9lPz8fGJjY9WfNXToUL799ltefPFFxo0bp/bASElJYf78+db/5aqgqiMx4s4kHTWFEEJD48ePJy4u7pr3r1u3jqCgIFJSUpg+fToJCQmYTCZatWpFbGwszZs3L/P4jIwMpk2bxpYtW8jPz6dJkya88MIL3HXXXZb+VW7ZpEmTiIuLY926deqoRF5eHvfeey+tWrXio48+svERCkuRUCGEEEJTGRkZDBgwgKCgoDIjMXv37mX58uWEh4fb+hCFhUioEEIIobmqjsSIO4uECiGEEEJoQlZ/CCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJiRUCCGEEEITEiqEEEIIoQkJFUIIIYTQhIQKIYQQQmhCQoUQQgghNCGhQgghhBCakFAhhBBCCE1IqBBCCCGEJv4fWw0zakLJcjkAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Without passing any parameters to `mpl` function, some default settings are chosen. We can see that `matplotlib` is not good in showing the right proportions of the region. More precisely, we know that the region is much thinner in the z-direction, but that is not the impression we get from the plot. This is the main disadvatage of `mpl`.\n", "\n", "Now, we can ask our region object for an interactive `k3d` plot:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8d5bcc359936482596a223790b655d9e", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.k3d()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is now an interactive plot, which we can zoom, rotate, etc. In addition, a small contol panel is shown in the top-right corner, where we can modify some of the plot's properties. The region is now shown in right proportions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced plotting\n", "\n", "Here we explore what parameters we can pass to `mpl` and `k3d` functions. Let us start with `mpl`.\n", "\n", "### `mpl`\n", "\n", "The default plot is:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to change the figure size, we can pass `figsize` parameter. Its value must be a lenth-2 tuple, with the first element being the size in the horizontal direction, whereas the second element is the size in the vertical direction." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl(figsize=(10, 5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color of the lines depicting the region we can choose by passing `color` argument. `color` must be a valid `matplotlib` color. For instance, it can be an RGB hex-string ([online converter](http://www.javascripter.net/faq/rgbtohex.htm))." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl(color=\"#9400D3\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`discretisedfield` automatically chooses the SI prefix (nano, micro, etc.) it is going to use to divide the axes with and show those units on the axes. Sometimes (e.g. for thin films), `discretisedfield` does not choose the SI prefix we expected. In those cases, we can explicitly pass it using `multiplier` argument. ``multiplier`` can be passed as $10^{n}$, where $n$ is a multiple of 3 (..., -6, -3, 0, 3, 6,...). For instance, if `multiplier=1e-6` is passed, all axes will be divided by $1\\,\\mu\\text{m}$ and $\\mu\\text{m}$ units will be used as axis labels." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl(multiplier=1e-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to save the plot, we pass `filename` and region object is going to show and save the plot in our working directory as a PDF." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl(filename=\"my-region-plot.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`mpl` region plot is based on [`matplotlib.pyplot.plot` function](https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.plot.html). Therefore, any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl(marker=\"o\", linestyle=\"dashed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we show how to expose the axes on which the region is plotted, so that we can customise them. We do that by creating the axes ourselves and then passing them to `mpl` function." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'height')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# Create the axes\n", "fig = plt.figure(figsize=(8, 5))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", "# Add the region to the axes\n", "region.mpl(ax=ax)\n", "\n", "# Customise the axes\n", "ax.set_xlabel(\"length\")\n", "ax.set_ylabel(\"width\")\n", "ax.set_zlabel(\"height\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`).\n", "\n", "### `k3d`\n", "\n", "Default k3d plot is:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "89602e126e0245fd8a6a83fdadbc18f1", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.k3d()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to change the color, we can pass `color` argument. It has to be an `int`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9e7e04fde97b4da4a05fa8c3b6af54db", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.k3d(color=654321)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similar to the `mpl` plot, we can change the axes multiplier." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dd648bcafb954d7492e33b11d497cf65", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.k3d(multiplier=1e-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`k3d` plot is based on [k3d.voxels](https://k3d-jupyter.org/k3d.html#k3d.factory.voxels), so any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ac64695e2de74350b2bbb783fea52e66", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.k3d(opacity=0.2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also expose `k3d.Plot` object and customise it." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f8a888f80ce84915a1ce5c4f9caf4412", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import k3d\n", "\n", "# Expose plot object\n", "plot = k3d.plot()\n", "plot.display()\n", "\n", "# Add region to the plot\n", "region.k3d(plot=plot)\n", "\n", "# Customise the plot\n", "plot.axes = [r\"\\text{length}\", r\"\\text{width}\", r\"\\text{height}\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, we can modify the plot however we want (as long as `k3d` allows it)." ] } ], "metadata": { "interpreter": { "hash": "2940b2f637ab9684f43d9709170b64af8bd4a8fb93490cb82c1b85cca32aed36" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "0d15790fd9ad438daec42054ac815244": { "buffers": [ { "data": "sHJMAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQ==", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [] }, "compression_level": 0, "id": 139744355616608, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 1, 1, 1 ] }, "wireframe": false } }, "0ff26922cf3245909ca80030a3568b96": { "buffers": [ { "data": "sHJMAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQ==", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [] }, "compression_level": 0, "id": 139744365523008, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 1, 1, 1 ] }, "wireframe": false } }, "1278237061c849e590033cc13215fb48": { "buffers": [ { "data": "sHJMAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQ==", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [] }, "compression_level": 0, "id": 139744356072464, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 0.2, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 1, 1, 1 ] }, "wireframe": false } }, "1aa63e97ce0a4509ba5e00f37b29c248": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "33de2c0025d04bcb99d823756e12185b": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 163.22923613014382, -144.84385419521573, 21.322923613014567, 50, 25, 10, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_b55862e8bc5c44e5875aea3e83e77199", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139744356069680 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "41d37c56cd614a65ade0ba402675b2fa": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "430bcb76f6a9413d856c84b014fb986f": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "4f41cce3315f4f2ab99d3e2a7e6d9671": { "buffers": [ { "data": "sHJMAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "zczMPQAAAAAAAAAAzcxMPQAAAADNzEw9AAAAAM3MzDwAAAAAAAAAAArXozwK1yM8AAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQ==", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [] }, "compression_level": 0, "id": 139744356042400, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 1, 1, 1 ] }, "wireframe": false } }, "5cd8c23ab71c4f77a965925a55fd2158": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_9098d7929d394fd3b27fcbd19d5e2a85", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b800d2f48fd144a0bde7e20165a104e3", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "797f02da4567401782f8b3649fd023f8": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_e568e5d1f5864947a02519f49f9da254", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "33de2c0025d04bcb99d823756e12185b", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "9098d7929d394fd3b27fcbd19d5e2a85": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "a2dcb56733e24923a3e92f8e51d1981b": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_b54775082e8341fe9d3024a717ea0c95", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e4d256f40afa461eb242891442451420", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "ae5aea9056bf4236ac4abbcf34d17c26": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 163.22923613014382, -144.84385419521573, 21.322923613014567, 50, 25, 10, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_b0ce99371769434a8fdce642e4f22eb9", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139744355616608 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "b0ce99371769434a8fdce642e4f22eb9": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "b54775082e8341fe9d3024a717ea0c95": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "b55862e8bc5c44e5875aea3e83e77199": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "b5c14a65cc4444449bcb711eadd3ed8f": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "b800d2f48fd144a0bde7e20165a104e3": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(um)}", "y\\,\\text{(um)}", "z\\,\\text{(um)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 0.16322923843165463, -0.1448438561573658, 0.021322923545142425, 0.05000000074505806, 0.02500000037252903, 0.009999999776482582, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_1aa63e97ce0a4509ba5e00f37b29c248", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139744356042400 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "c25f93459a514c97bcf4f3ec2dc6925e": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_b5c14a65cc4444449bcb711eadd3ed8f", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ccca77dae6d34aa29dc58403ed7a295e", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "c5d14e44928a4fe59d668ee67f7ed65d": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "ccca77dae6d34aa29dc58403ed7a295e": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "\\text{length}", "\\text{width}", "\\text{height}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 163.22923613014382, -144.84385419521573, 21.322923613014567, 50, 25, 10, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_f0cb3fa6c8c744bdb43cba4c31a6fccc", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139744361840256 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "e1805e842c2147428a4ea11c7f1e6e7e": { "buffers": [ { "data": "8fsJAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQ==", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [] }, "compression_level": 0, "id": 139744356069680, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 1, 1, 1 ] }, "wireframe": false } }, "e2ab0c90719b4152bcaed153cdc4bdc8": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_430bcb76f6a9413d856c84b014fb986f", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ae5aea9056bf4236ac4abbcf34d17c26", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "e4d256f40afa461eb242891442451420": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 163.22923613014382, -144.84385419521573, 21.322923613014567, 50, 25, 10, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_c5d14e44928a4fe59d668ee67f7ed65d", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139744365523008 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } }, "e568e5d1f5864947a02519f49f9da254": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "e689aeeae96443fb88939d5179155596": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "ea40562cad764554a79663ed92e26cb4": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_41d37c56cd614a65ade0ba402675b2fa", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fbce14d8d14041a4a0a33ab9d65b53af", "version_major": 2, "version_minor": 0 }, "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…" }, "metadata": {}, "output_type": "display_data" } ] } }, "f0cb3fa6c8c744bdb43cba4c31a6fccc": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, "f88c341911ba4d3897e059b4e352c5d2": { "buffers": [ { "data": "sHJMAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": "base64", "path": [ "model_matrix", "data" ] }, { "data": "AQ==", "encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "dtype": "uint32", "shape": [] }, "compression_level": 0, "id": 139744361840256, "model_matrix": { "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "dtype": "uint8", "shape": [ 1, 1, 1 ] }, "wireframe": false } }, "fbce14d8d14041a4a0a33ab9d65b53af": { "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "PlotModel", "state": { "_backend_version": "2.11.0", "_dom_classes": [], "_view_count": null, "antialias": 3, "auto_rendering": true, "axes": [ "x\\,\\text{(nm)}", "y\\,\\text{(nm)}", "z\\,\\text{(nm)}" ], "axes_helper": 1, "background_color": 16777215, "camera": [ 163.22923613014382, -144.84385419521573, 21.322923613014567, 50, 25, 10, 0, 0, 1 ], "camera_animation": [], "camera_auto_fit": true, "camera_damping_factor": 0, "camera_fov": 60, "camera_mode": "trackball", "camera_no_pan": false, "camera_no_rotate": false, "camera_no_zoom": false, "camera_pan_speed": 0.3, "camera_rotate_speed": 1, "camera_zoom_speed": 1.2, "clipping_planes": [], "colorbar_object_id": -1, "colorbar_scientific": false, "fps": 25, "fps_meter": false, "grid": [ -1, -1, -1, 1, 1, 1 ], "grid_auto_fit": true, "grid_color": 15132390, "grid_visible": true, "height": 512, "label_color": 4473924, "layout": "IPY_MODEL_e689aeeae96443fb88939d5179155596", "lighting": 1.5, "manipulate_mode": "translate", "menu_visibility": true, "mode": "view", "name": null, "object_ids": [ 139744356072464 ], "rendering_steps": 1, "screenshot": "", "screenshot_scale": 2, "snapshot": "", "snapshot_type": "full", "time": 0, "voxel_paint_color": 0 } } }, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }