diff --git a/ENTREGA.ipynb b/ENTREGA.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..0be6d40095d386de4aeff28f47943aa481e44ac2 --- /dev/null +++ b/ENTREGA.ipynb @@ -0,0 +1,474 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Erick Jhordan Reategui Rojas, Callao, Perú\n", + "\n", + "## Ejercicio No. 1\n", + "\n", + "- Investigue sobre el diagrama de Hertzprung-Russell, una herramienta muy\n", + "potente en astronomia, y describa un poco al respecto para darle contexto al\n", + "resto de la tarea\n", + "- El objetivo es generar un diagrama HR lo más parecido al de [esta referencia](https://socratic.org/questions/what-is-the-hertzsprung-russell-diagram-and-why-is-it-so-important-to-astronomy-#277707). No lucirá idéntico por que no se usarán exactamente los mismos datos,\n", + "y las unidades pueden ser ligeramente distinta. La idea sà es dejar su figura\n", + "lo más parecida a la de referencia en el estilo: colores, escalas en los ejes,\n", + "tamaño de los marcadores, leyendas, textos en el gráfico, etc.\n", + "- Los datos para crear la figura están en la carpeta `Data`. Cada tabla contiene\n", + "las informaciones sobre un tipo de estrellas según indican los nombres de \n", + "archivo. La información viene en 3 columnas: luminosidad en luminosidades\n", + "solares, Temperatura en Kelvin y Radio de la estrella en unidades arbitrarias\n", + "- La idea es que cada estrella en el gráfico tenga un color representativo\n", + "de su temperatura (que estrellas frÃas son rojas y estrellas calientes\n", + "son azules) y que el tamaño del sÃmbolo sea representativo del tamaño de\n", + "cada estrella para diferenciar entre enanas, gigantes y estrellas de \n", + "secuencia principal\n", + "- Busque que su código sea semi automático; es indispensable leer\n", + "los datos desde el propio programa, no copiarlos a mano, y hallar una forma\n", + "de obtener los tamaños y colores sin declararlos uno a uno" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**hhfg** gfgf" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt # for plotting\n", + "import matplotlib\n", + "matplotlib.rcParams['figure.dpi']=300 # highres display\n", + "import numpy as np\n", + "\n", + "from IPython.display import clear_output\n", + "from time import sleep" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "dwarfs = np.genfromtxt('data/dwarfs.csv',delimiter=',',\n", + " skip_header=1)\n", + "# dwarfs" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.00010884, 0.00012753, 0.00023036, 0.00026866, 0.0004725 ,\n", + " 0.0006132 ])" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dwarfs[:,0]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "giants = np.genfromtxt('data/giants.txt',skip_header=1)\n", + "ms = np.genfromtxt('data/ms.csv',delimiter=',',skip_header=1)\n", + "supergiants = np.genfromtxt('data/supergiants.txt',skip_header=1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "stars = np.concatenate([dwarfs, giants, ms, supergiants], \n", + " axis = 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "dwarfs_colors=dwarfs[:,1].copy()\n", + "giants_colors=giants[:,1].copy()\n", + "ms_colors=ms[:,1].copy()\n", + "supergiants_colors=supergiants[:,1].copy()\n", + "\n", + "# stars_colors" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8293.87214207578,\n", + " 8293.87214207578,\n", + " 8293.87214207578,\n", + " 8293.87214207578,\n", + " 8293.87214207578,\n", + " 8293.87214207578]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "color_white = (np.min(stars[:,1]) + np.max(stars[:,1]))/2\n", + "# se escoge este valor por ser el que corresponderá al color blanco\n", + "# luego de la normalización en cmap\n", + "\n", + "dwarfs_colors = [color_white for a in dwarfs_colors]\n", + "dwarfs_colors " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 8293.87214208, 8293.87214208, 8293.87214208, 8293.87214208,\n", + " 8293.87214208, 8293.87214208, 3654.60109946, 3808.60987506,\n", + " 3991.75169193, 4164.8181798 , 4425.77388308, 3577.00392563,\n", + " 3691.16854287, 3793.50649351, 3862.47142346, 3963.53010938,\n", + " 4072.00449704, 4580.71996244, 4346.34873613, 4695.22627739,\n", + " 4471.93793966, 4866.08438416, 4781.48486606, 5020.66537703,\n", + " 4943.40586987, 5372.79413651, 5089.35383735, 5157.19846219,\n", + " 5407.43653553, 5277.65900888, 5320.17564147, 5218.15903424,\n", + " 5501.09296334, 5581.26343355, 5650.00605951, 5702.764173 ,\n", + " 5749.34879187, 5793.07969334, 5833.79762635, 5875.1342336 ,\n", + " 5917.10441247, 5959.72355661, 5995.08756731, 6034.9138445 ,\n", + " 6071.24725488, 6099.83367725, 6132.86076347, 6170.47967033,\n", + " 6204.33861777, 6238.60048962, 6268.91611749, 6299.55125861,\n", + " 6334.96093373, 6366.29885587, 6397.97346435, 6429.99048824,\n", + " 6462.35579105, 6499.77887832, 6532.91088688, 6566.41052345,\n", + " 6600.28425298, 6639.46366146, 6674.16152397, 6719.35513362,\n", + " 6765.21771373, 6811.7649993 , 6859.01323665, 6896.25719571,\n", + " 6950.23215973, 7016.22813129, 7083.60318038, 7152.40328821,\n", + " 7234.53549834, 7318.75322096, 7405.14119932, 7500.2098807 ,\n", + " 7597.98943338, 7719.07832566, 7844.47908514, 7967.09493383,\n", + " 8086.4136009 , 8209.73417911, 8337.27255903, 8477.66347192,\n", + " 8623.37860626, 8765.67709838, 8913.27378033, 9047.01625769,\n", + " 9195.34379848, 9359.63345346, 9519.6971821 , 9674.68762537,\n", + " 9847.11236819, 10014.34336093, 10200.70156073, 10394.9750239 ,\n", + " 10625.40663371, 10896.87754453, 11231.32316184, 11709.13011562,\n", + " 13010.74035852, 3801.04258654, 4398.96235369, 5465.16339162,\n", + " 7837.395137 , 10200.70156073])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stars_colors = np.concatenate([dwarfs_colors, giants_colors, ms_colors, \n", + " supergiants_colors])\n", + "stars_colors" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3577.0039256299824" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.min(stars[:,1])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "13010.740358521576" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(stars[:,1])" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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HjhzRNddco9ra2n48s8FVUFCgtWvX6rnnnmt3LCkpSUuWLNGiRYsUHR3tdSwvL09XXHGF3nvvvV5f84EHHtDPfvazlu3w8HDNmzdP6enpXutQNfv+97+vv/71rz3q+9y5c1q5cqX+8pe/tDsWHh6u2bNna9myZZo1a1avp6c7ceKEVqxY0W6UkjFGU6ZMUXp6ulJTU9uNOD1+/LhWrlyp48eP9+p6QGcIajASJUp6UdL3JV0raY6kBEn+ksIkzZR0x6U27xljxvuoTgAAAJ9ZtWqVnE5ny/bRo0dVUFDQafudO3e2TGFijGkJaCZMmOA1tUVXgY+1tt0f9r0Nagbzj/yhNlb+8L/55pvb7du6dWu7fW0Dk7aBSlvvvPNOu311dXV6//33e3yev7+/V9jYtq+2wsPDW278paWladKkSe3aHD58WKtXr+7y66kzFRUV2rBhg9e0PQkJCS1T34WGhva6z67cd999ev7559vtb77mihUrNG/evA6/toChdtddd7X83HK73V7BRFtPPPFEy88sp9OpO++8s1/Xnjx5sr7xjW/o7bffVnl5uc6fP68DBw7ogw8+0P79+1VaWqp9+/bpy1/+stfP1kceeaTDr7GB9Mc//lFPP/20JOnqq6/WBx98oOLiYu3bt09ZWVkqKirS888/rwkTJrSc43a79fd///cDXsuGDRvaBSK33nqrvvOd73QZrPXVoUOHtHnzZq9AZPXq1XrllVdUXl6uo0eP6qOPPtKRI0dUUlKi3/72t0pMTGxpu2vXLv3jP/5jl9dwuVy64447VFJS0rIvPDxcv/jFL1RQUKCjR4+2rIfz4Ycfas2aNZKkAwcO6N///d8H+BkPDI/Ho9tvv11ZWVkt++Lj4/Wzn/1MFy9e1NmzZ5WZmak9e/aoqKhI7733ntfP6JqaGn36059WcXFxj6+5fft2/fSnP5XUNAXfli1bVFJSooMHDyojI0P5+fnaunVru3WNvvrVr3b5Jhapadq7T33qUzp06JDX/ptuukk7duxQaWmpjhw5oo8++khHjx5VZWWlMjIy9N3vfleTJ0/usu+amhrdeOONXkHg1KlT9Zvf/EbFxcU6ffq0MjIyWr4PvP7660pLS2tpW1hYqM2bN3c6pRzQK0M1dIcHj4F6SEqSVCzpr5L+WdKnJa2TtEjSWklflbRfHw9ROywpyEe1MvUZAADwmbZThz333HOdtm09Vdr8+fO9jt19990tx2688cZO+2g7VUBYWFiX08K0nTaj9bQmy5cvt1u2bPE63+Px2K1bt9rZs2d7nTdx4sRup5/pybQz7733nn3rrbfsE0884dV2w4YN9q233ur0ceHChXZ9VVdX2zlz5rR7fr/5zW9sSUmJV1uXy2Vff/11r6nnJNlFixYNyjRoAzn1WbO208V87Wtfa9emoaHBhoWFtbTpbsqcDRs2dDjVyHe/+91Oz2l7jcsvv7zTtj/72c9sYGCgve222+zjjz9uc3NzO2xXVFRkf/WrX9kJEyZ41XHDDTd0Wb+17ae6SUxMbPl48+bNdt++fe3qf+2116y11utzrO1UMt/85jc7/FzMzs5u6WvXrl1e5/j5+dnvfOc7Nicnp8Na8/Ly7HPPPWfvvvtuGxwcbN96661unx/QF51NfWat93RmCxYs6LSPefPmtbTbtGlTy/6+TH22ffv2bqf1bG3Lli02MDCw5RrLli3r9pz+TH3W/Pje977X5TWOHTtmQ0JCvM7Zu3dvj59XT913330d1udwOOzll19uv/vd79qXXnrJ5uXl9es6LpfLazo8SfbBBx+0Ho+ny/POnTtnZ8yY4XXe7t27O23/05/+1KttdHS0PXDgQKftPR6P/cxnPtPhazBcpj77yU9+4tV++fLlNj8/v8tz3G63/fu//3uv87761a922r7t73DNj3vvvbfLr6eCgoJ2P09feOGFLmtrO51vQECAffLJJ7s8p1lDQ4Pdvn17p8e/9KUvefV9/fXX28rKyi77rKurs5/85Ce9zvv5z3/eo3ow/Ply6jOf33TnwaO3DzWNBHN008ZP0kutvqi+4qNaCWoAAIDPfOMb3/D6Q+Mf/uEfOm172WWXtbT78pe/7HXsd7/7Xcux2NjYTm+S/PKXv/S63saNG7usbyj/yO/NTbKu1s7pqeH8h/9gBDXXXnttu+fbkU2bNrW08ff37/Q1aWho8LrhuHjx4paPV6xY0Wkd7733nlcd3//+9ztte/DgwW5vXLVWUlLSbi2LQ4cOdXlO2xtzzY+HHnqox9ftqJ+e3OBrG+48/PDDPb5eUVGRLSgo6FWNQE91FdQ8+eSTXsf27NnT7vzMzEyvNk899VTLsb4ENX3xf//v/+3V94L+BjVdvUmitW9/+9te5/34xz/uxbPqmYqKCq+grKvHpEmT7B133GF/+9vf9ur7rbXWPvXUU159ffGLX+zxufv377cOh6Pl3DvvvLPDdo2NjXbixIle1/nzn//cbf8NDQ127ty57Z7vcAhqqqurbUxMTEvb8ePH93jNscbGRrtixYqWc8PCwry+Plvr6He49PR029DQ0O11fvWrX/X4/7a4uNiGhoZ6tf/tb3/bo+fTnTNnznitHbhgwYIev0GmurraTpkyxet7TW8CXwxfrFED9IK11mOt9XTTplHSj1vtWje4VQEAAAw/zdNzNOts2rLa2lqv9WDantd66qji4uJ2U0901n9f1qdJT0/Xb3/7W6+pZdqKj4/X9773Pa99r7/+eq+vNVjOnj2r3//+9y3bCxYs0HPPPdduirO2AgMD9cQTT2jKlCkt+37xi1+0TO8znMXFxXltX7x4scN2radWcblcnX5Ofvjhh6qpqZHUNK3Rgw8+2HIsMzNTlZWVHZ7Xdrq0ztankZrWWmi95kB3oqOj9dRTT8nh+PjP6EcffbTH5ze7/fbb9bWvfa3X5/VW66nzwsLCerWGR2xsLNOhwSduuukmRUREtGw//vjj7do89thjLR9HRkbqpptuGorSvNx1111e291Nydhf//Zv/9ajdps3b/baHoy1psLDw7V9+3Zdd9113bY9e/asnnzySd1///2aOHGiPvnJT3qth9eVhx56qOXjkJAQ/fjHP+68cRupqam68cYbW7ZffPHFDn+WbtmyRefPn2/ZXrp0qT71qU9127+/v3+P/0+G2uOPP+41jdsPf/hDxcTE9Ohcp9Op73znOy3bVVVVevPNN3t87R/96Efy9/fvtt1tt93mtd3V5+nvf/97VVdXt2yvXr1aX/jCF3pcU1f+93//12vatZ/97GcKDAzs0bkhISFe0+rl5uZ2ubYi0BMENZAkGWOmGWM+bYz5pjHmu8aYrxhjrjTG9G4FruGlotXHEZ22AgAAGKVWr17tdVP5wIEDKisra9fuww8/VENDg9d5rc2aNcvrhnZnN9d37Njhtd2XoGYw/sgfamPxD/+2i1lXVVV12K5tcNLROjSS9/o1S5Ys0caNGxUSEiJJamxs1LvvvtvtecHBwVq5cmW3tffGjBkztGzZspbtvtyc/Zd/+ZeBLKlTrdd0cDgcXt8LgOEqODjY6/v7k08+6XWD3eVy6amnnmrZvu2223q9cPhAaL12myTt2bNn0K6VmpqquXPn9qjt/PnzvdaQOXv27KDUFBMTo5dffllvvPGGrrzyyh59f2lsbNQLL7ygtLQ0fetb35LH0/n7b4uLi7Vr166W7euuu67dovfd2bBhQ8vHVVVVHf4ftV1DrjeB9rXXXjssA+3XXnut5WM/Pz/dfvvtvTr/qquu8vr/bPu7XWciIyO1cePGHrWNiYnxWjumq8/TLVu2eG1/9atf7dE1eqL1azVu3DitX7++V+e3/hyTev5aAZ3hN7VhyBgz0RjzSWPMT4wx7xhjKowxttUjZwCvdZMxJkvSSUlPSvp3Sf+fpP+V9LakQmPMfxtj4rroZrhq/RaXoz6rAgAAwEeio6OVmprasu3xeDr8I7J18JKSkqKJEye2a3P55Ze3fNzRTfLs7Gyvd6WGhIRo6dKlvap3sP7IH2pj8Q//tqOFWgd/rS1atMjrnb2tg5XWWgc4V155pQICArwCxI7Oq62t1YcfftiyffnllysgIKBnT6AXWt+g7e3N2aVLl2r69OkDXVKHWi8sXlFRoZdffnlIrgv0V+ub5fn5+V7v6H/11VdVVFTUYduBsGvXLv3zP/+zrrnmGqWkpCgmJkb+/v4yxng92obvrWsaaOnp6T1u6+/v7xWcl5eXD0JFH9u4caPefvtt5ebm6te//rU+/elPKzk5uctzPB6Pfvazn2nz5s3NU8a3895773kd681r0KztIvJHjhxp16Z1GCRJV1xxRY/79/Pz06pVq3pd12Cy1mrnzp0t2zNnzvQaodYToaGhio2Nbdnu6HXrSFpaWq/eEND6DUCdfZ42NjZ6/Vx3OBy6+uqre3yNrpSWlurgwYMt272tX+rZ5xjQGwQ1w4QxZpUx5q/GmPOSzkn6q6Rvq2nKrvBBuF6gMeYJSc9LSuuiaZikv5d02Bizpot2PmeMcRhjxhljrjDG/EnSA5cONUj6tQ9LAwAA8Jm2o1o6Gg3TOnhpO5qmo/0dBQdtw5uVK1f2aGRMa4PxR/5QG6t/+LediqyzEUQOh8PrRti+fftUXFzs1aampsbrxsxVV10lyXs0Tkcjcd577z3V19e3bHc17Vlb+fn5+u///m/deeedSk1NVWJiooKDg9vdnDXGeL2bv6amxmvkSndaj8YZbJ/4xCe8tu+8807953/+Z4ej6oDh5PLLL1dKSkrLduupzlp/PG3aNK83EfTHjh07tHDhQi1fvlw//vGP9frrr+v06dMqLS31GiHZmcH8uurNFI1S0432Zr35/tQfSUlJ+uIXv6gnn3xSOTk5Kioq0htvvKHvfOc7Xm8Yae3Pf/6zfv7zn3d4rO3PvW9961sdfj/u6nHttdd69dF6OrBmp0+fbvnY6XRq9uzZvXrenT03X8nPz/d6nocPH+7162aMUWFhYUsfHb1uHRmMz9O8vDyvac9mzZrV7TSyPXXs2DGvMPC1117r9evU+jlIPX+tgM4Q1AwfSyV9UtKE7hr2lzHGIekZSXe2OeSWdFrSXklt/9KNl/S6MWZg5w7oJ2NMXPNIIzXVf1HSVkl3XGpSLumT1trh/9ctAADAIOhunRqXy+V1U7xt+2atg5qLFy/qxIkTXfbbl2nPRsLNqO6M1T/82wZlXd1IaR2gWGu1detWr+M7duyQy+WS1BT4NL9juTmwkZqm8Wt9I0nq3fo0zYqKivS5z31OEydO1Fe/+lU9+eSTOnjwoAoKClRXV9ft+VLvbtC2nS5pMN16661e0yVVVVXpn/7pn5SYmKgNGzboJz/5id57770eP09gqBhj9JnPfKZl+6WXXlJ5ebmKior06quvtuxv3aY/fvOb32jt2rXav39/n/toHRIPtP5M7dbZiJXBFhsbq40bN+rf/u3ftH//fn344Ycdhmr/+q//2uGaY20D/IHQ0Rs6Wn//joyM9Jo2ridajzwZDobqdevIYExB2Pb3n97+ntgVX75WQGcIakaGjid47rtvSrqxzb5fS5psrU2x1i6WFCPpZklnWrUJkfSsMSZygOsZDFbSzyXNsta+1l1jAACA0apt8LJ7926v9UMyMjK8Qo7ORtQsWrRI4eEfD/RuO4JmIIIaX6wzMNDG6h/+BQUFXtutp91qq22A0nYas9aBy2WXXabg4GBJ0uLFi1vWKLDWtgtmWm9HRkZqyZIlXdacnZ2txYsX65FHHulwkeme6s0N2t5OQdMf/v7+evnllzVr1iyv/Q0NDXrrrbf0ne98R6tXr1ZUVJTWrVunhx56SPn5+UNWH9CVu+++W8YYSVJdXZ2effZZPfXUUy0hrjFmQKY927p1q7785S97BRp+fn664oor9O1vf1u//OUv9ec//1mvvPKK3nrrLa8Hem758uXatm2b7rjjDq/9paWlXtOFNhuMEUodrYnT+veh5nXQeqPtGyt8bahet6HSNsQbqNE00uh7rTA69C4qxlColJQlKUPSrkv/TlXTKJF+M8bESvpum93fsdb+pPUOa61H0vPGmF2S3pM05dKhJEn/R9IPurnOlWoKdvprj7X2fBfHSyU1jzV1SoqVtFLS/ZK+JmmWMeaL3fQBAAAwasXHx2vu3Lk6fPiwpKb5vt9///2WdVBaByzjxo3TjBkzOuzH6XRq5cqVLYu6bt++Xffdd58k6dy5c17ThwQFBWn58uWD8nyGu7H6h//u3bu9tqdNm9Zp2zlz5mj8+PG6ePGipPYjYVoHN61H0TRPm/b888+3nLd582ZJTWFWVlZWS9u1a9fK6XR2WkNDQ4OuueYanTt3zmv/jBkztHbtWs2aNUsTJ05UaGhoyxRozX72s5+1W9y4p3o7HWB/paSkaPfu3XrooYf0y1/+0msdqWb19fXatm2btm3bpm9/+9v64he/qH/913/1CmaBoZaSkqLLL7+8ZarNxx9/vN2bCgZihNo3vvENr5Dm2muv1a9//WslJSV1ed5gjqAZrZxOp371q1/p9ddfV2lpacv+HTt2tHwvb9Y2NPn617/ebiqz3mo9nV6z0NBQVVRUSGqayrK3Wk/LNRy0fd3mzp2rX/ziF/3qs/nNEr7Q9udQ62Ctv9q+VuvWrdM///M/96vP5jeTAH1FUDN8vCxpi6Sjl0KSFsaYgRwf/y15r3mzXdJPO2tsrT1vjLlP0t9a7f5HY8z/s9Z29XbBhyV1vYJcz3xG0hNd1OeWdLDN7neMMb+Q9BdJ10rKMsasY/ozAAAwVq1Zs6YlqJGaQpaOgprORtO0Pt46qGndX2vLly/vdI2S0W4s/uGfm5vbbiTG4sWLuzznyiuv1J/+9CdJ0vHjx3Xu3DklJSWptLRUe/bs8WrX2lVXXdUS1LQOdN59912vUTHdTXv261//WsePH2/ZTkxM1KOPPtqjRYr/8Ic/dNtmOAkJCdE///M/64EHHtDOnTv1zjvvaNu2bfroo4/aTRnY0NCg//7v/9aWLVu0ffv2AZ1mBuitu+++uyWoee+999od66/jx497fb+ZP3++/vrXvyogIKDbc0fClJTDUUREhDZu3Kinn366ZV9HAXJcXJzX9vjx47V+/foBrycqKqolqCkvL5fL5epVoN6bUbStA//e6mmI1PZ1s9YOyus2VGJiYry2247e7Y+2r1VQUNCIfq0wOhDUDBPW2uzBvsaltWk+22b3D203k5Zaa982xvz/7d15mFTFvfj/d82wCsiAICiLgMoighjBfcE9btEYd2PUuMRvbq5J7r0mN7+YPd8sN/Fr9kRjEhIT9+VqNO4bigsoogjIooKioIAwsm9Tvz9Oz9h9Zuue6ZkemPfreeahq7qqzmd6ejjT53Oq6mmg+pN7D+As4PfFj7I4YoxrQggXAAuBfiRLuxW+/oYkSdJ24IgjjuAPf/hDTbk6sVJVVcWUKVNq6uvbn6ZadiJn0aJFvP322wwePLgoy55tL9rjB/877rijVt2RRx7ZYJ/sRA0kSZcLL7yQJ598smYGUY8ePZgwYUKtftXeeOMNFi1axG677VZr+bTGEjXZFwkB7r77bg46KL/tOLfVC7RlZWUcdthhHHbYYXznO99h8+bNvPjiizz44IPcdNNNLFiwoKbt3Llzueiii+pckkhqLWeddRZXXnllrYRi165dOfPMM5s9fvb+bACXXnppXkkagFmzZjX7+O3VkCFDcsp1JSHSs6Wy/38qpmHDhvH228mK/1u3buX1119nzJgxjfT6WCH7GqWXdy1kb730nmz16d+/P127dq0Ze9GiRQUnn9qS/v37071795qZNHPnzmXNmjVFWQKttd5jUiHco6Z9ORjom1V+E3gyz77p28ZOa6T9gcCgInzdlWd8tcQYPyBZtg3g8BDCLk0dS5IkaVuWTpxMnTqVDRs2MGPGjJo7SaHxRM0BBxyQcxGrep8aEzUfa28f/Kuqqvjtb3+bUzdhwgQGDBjQYL90IqV6+bPsZdCOOOKIWhs7Vy+b1lC/nXfemb333rvBmKdNm1ZTHjduXN5JGth+LtB27NiRgw46iO9973vMmzeP3/72t5SVfXyJ4IEHHmDOHBclUOnsuOOOnHpqentdOO2004qy31N6JmB6P6eGpJdsVP7Sy4Wlb3CA2sn+lnq90zcDpPffa8iWLVtybnZpTPo9W8ieYNnnrIZ07NiRQw45pKa8bt06XnjhhbyP09Z06NAh5/xcVVXFgw8+WJSxBw4cyB577FFTnj9/Pu+8805RxpaaykRN+5Je0PORxmbTZLdNlSeGEOrdNS3GuDTGuLgIX4UvEppredbjIc0cS5IkaZu0yy675Ow9s3HjRl544YWcBEtFRUWDF7chuRt0/PjxNeXJkyezbNmynIu5nTp1Kuiid1uUfbEaIP8/mdvfB//f/OY3OfsTAVxxxRWN9hsyZEjOfgF1JVyy96fJlp3keeyxx/jggw9ykidHHnlkg0vMrFixgi1bttSUC7k4O2/evDqX6dnWhRD44he/WGuj7/RyU1Jru/DCC/Oqa4r0/+2bNm3Kq9/GjRv585//XJQY2qN00mHw4MG12gwYMCDnb5I33niDBx54oOixTJw4Maf8t7/9Le++999/P8uXL2+8YcZuu+XuDpC97F5jbr311rzbppfw/PWvf51337Yo/f386le/arGxf/Ob3xRtbKkpTNS0L+NS5Wfz7RhjfI9kGbFqnYC9mh9Si8veAXB1yaKQJEkqsfRsmcmTJ+fcOXrooYfWSlDUJXv5s8mTJ9eaTTNhwoSSbjxbDN265d6PVOgGw+3lg//zzz/PVVddlVM3fPhwLrjggrz6ZydcFi9ezFNPPZWzl1J9iZrs+ieeeILHH38854JrY8ueNfXiLMDvfve7vNtui7LvxAYKuggptYTjjz+e1atX53xV77HWXP37988p55uY/Na3vlXQbIjtySOPPNKsWYXPPPNMrRkexx9/fJ1t0+eXr3zlK1RWVjb52HU5/vjjc2aATps2jTvvvLPRfps3b+Yb3/hGQccaMWJEzj52jzzyCKtWrWq037Rp02r2ZsvHpZdeSkVFRU35jjvu4P777y8k1Dbl85//PD16fLzV9tNPP80f//jHooz91a9+NWfm7q9//WumT59elLGlpjBR076MSpVn19mqfun26fHalBDCEJIl2ADWAi2+D5AkSVJblV6O7Mknn8y5KJWdgGlIdrt58+Zx2223NXicbdGOO+5IeXl5TTk9Y6Qx7eGD/9///neOPvronCRHWVkZ1113Xd5r4acTKldffXXN44aWL8tO1Lz33nu1ll5rLFGz00475fx8nn/++ZwZNvWZMWPGdp+oSSdmevXqVaJIpEQIge7du+d8NWdT9mwHH3xwTvkPf/hDo8tVXnfddfz85z8vyvG3RVOmTGHs2LGcd955TJ06taC+M2fO5Oyzz85Jlg8bNoxDDz20zvbnn38+o0ePrinPmzePE044gffeey/vY27evJm//vWv/PSnP63z+fLycr70pS/l1F122WW89tpr9Y4ZY+TSSy8teGnI8vLynKTU+vXr+drXvtZgnzfeeIOzzjqLrVu35n2cnj178vWvf72mXFVVxbnnnsu9995bULwvvfQSZ599dkF9WkJFRQVf/vKXc+q+9KUv1dprrj6bN2/m6aefrvO5YcOGcckll9SU169fz8knn8xzzz1XUIyPP/44l19+eUF9pLqYqGknQghdgfR80kLXYEi3z3+NgCIKIZwfQqi9iGlum77AbUD1p8SbY4z579QmSZK0nakrUZN9Ubax/WmqHXLIITkzb9IbyW8PiZqOHTsyfPjwmvKMGTN444387/nZXj/4xxh58MEHOe6447jgggtqzTS65pprai0j05B0QiU7cdjQ8mWDBw9m9913r7Pf4MGDc5aeq0t5eSOruqAAAFEoSURBVDkHHHBATXnJkiVcc801DfZZsGABp556Kps3b26wXVty/vnnF7TfwsqVK7nhhhty6vbbb79ihyW1GXvssUfOUp2rV6/m8MMP5/bbb6+VvH3llVc4++yzueKKK4gxMmpUm75vtUVVVVVx8803c8ABB7DXXnvxgx/8gMmTJ9dsYJ9t69atvPjii1x55ZWMHz++VpLlF7/4Ra29yKqVl5dz55130rNnz5q65557jr333pvvfOc7zJs3r85+77//Pvfddx9f+MIXGDBgABdddFGDSZX/+I//YK+9Pl4wZuXKlRx88MH8+te/ztnHD5I9/o488siaJdKGDBlS77h1ueyyy3LKf/zjH/n85z9f63X58MMP+cUvfsH+++/PwoULc855+fja177GiSeeWFNevXo1p512GqeffjqPP/44GzdurNVnw4YNTJ06lR/96Efst99+jB8/vtbNOKXy7W9/mwMPPLCmvGnTJs4991w+85nPMGXKlFqJrC1btvDSSy9x9dVXs/vuu/Otb32r3rGvvfZa9t1335rykiVLOPzww7n44ovrvZFjzZo1PPPMM3zzm99k5MiRHH300Tz88MNF+E7V3tX9v6G2R32A7E86m4EPChwjvRjzzs2KqOkuA24IIfwLeIJkps9KkvfzAOAI4EKg+vavBcB/N/egIYSdgb4FdivsbCpJktRCBg8ezG677caiRYuA5EJLtR122CHvC7LVe9m8+uqrtcbp0KFDrTuUt1XHHXdczYWdrVu3cvjhh3P55ZczduzYWnd0jx49OmeDe0g++E+dOrVmDfrqD/6f/exn+cIXvsD48eNrXZxas2YNM2bM4IEHHuDOO+9k7ty5tda0bwlvvvkmjz76aE5dVVUVlZWVrFq1iqVLlzJ16lSef/75OpfC6tixI7/4xS/44he/WNBx+/Xrx+jRo+tcRqe+Zc+yn68redbYbJpqn/vc53I2gf7GN77BsmXL+NrXvsbOO3/8MWf58uX89a9/5Qc/+AGVlZWEEBg+fDhz587N6zildP/993PTTTcxatQozjzzTD75yU+yzz775Cy9A0ki8b777uOb3/xmzf8PAPvss0+tjbal7c3Pf/5zJk6cWJOEXbJkCWeddRbdu3dnzz33pKysjMWLF+csddatWzf+8Y9/8IlPfKJUYbcZc+bM4dvf/jaQ/A3Qr18/+vTpQ5cuXfjoo49YuHBhnQkcgJ/85CeccsopDY4/YsQI7r77bj7zmc+wcuVKIEmkfP/73+f73/8+ffr0oX///nTr1o2PPvqI5cuXs2zZsoK+h06dOnHzzTczceLEmmOsXr2aK6+8kquuuoqhQ4fSrVs33nnnHT744OPLaGPHjuWKK64o6Nx3wgkncPLJJ3PffffV1P3lL39h0qRJ7LnnnlRUVPDhhx/y5ptv1vx91a1bN2677baCEudlZWXcdNNNnHbaaTz55JNAcrPF3Xffzd13303nzp3Zbbfd6NWrFxs2bGDVqlUsXry4oJk7raljx47ccccdHH/88Tl/M9x1113cdddd9OjRg0GDBtGjRw8qKytZuHAhGzZsqGmXvSdeWteuXbn33ns58cQTmTlzJpAkeiZNmsSkSZPo1q0bgwYNomfPnqxbt46VK1fy7rvvFrR/oZQvEzXtR/dUeV0s/H+VtY2M2Zq6AKdnvhryL+CSGOOKIhzzi8B3ijCOJElSSRxxxBF1bpR74IEH5r1cFSTLn1UnarLtt99+dO9eyj8Ri+eLX/wi1113Xc0H/ffee4/vfve7dbb9y1/+wkUXXZRTty198L/xxhu58cYbm9R3/Pjx/P73v2f8+PFN6n/UUUc1KVFz1FFHcf3119dZn4+LL76Y3//+98yYMQNILmBdc801XHvttTUXy1asWMFbb72Vc+HqG9/4Bu++++42kaipNmfOnJqLmuXl5QwcOJDevXvTqVMnVq1axZtvvllrptAOO+zgZulqFw4++GD++Mc/ctlll+X8HqxZs6bOzd579erFXXfdlXMHfnsycuRI+vTpU2fSfsuWLbz77ru8+276Ht9c/fr149prr+Xcc8/N65hHHnkk06ZN49xzz2XatGk5zy1fvrzRvbRCCAwaNKjBNmPHjuXBBx/klFNOyUnGbNy4kddff71W+1GjRnH//ffXuskhH3/961/55Cc/mfO9xBjrnCHUu3dv7r777iYlBXv27MkjjzzC17/+dX71q1/lzAzZuHFjvTOSsjX2urWmAQMGMGXKFD73uc/VWsZt9erVOXvcFWrgwIE899xzXHHFFfzjH//I+Vts7dq1db4H0gYPTi9iJBXOpc/aj/Qn5g11tmpY+jaIUn0KvwD4AvBXYBrwNklsm4BlwHPAL4ADY4wnxRiXlihOSZKkNqW+Zcny3Z+msfbbw7Jn1YYPH86NN97YrMRT9Qf/z372s7WW8ar+4P/CCy8wc+ZMFi9eXGeSpi1+8O/UqROf+tSnuP/++5k2bVqTkzRQd2JlyJAhDd79Wt2vrqXR8k3UdOzYkXvuuYc999wzp76qqoq5c+fywgsvsGDBgpwkzX/8x3/wwx/+MK/x26qtW7eyaNEiXn75ZV544QXmzp1bK0kzYMAAHn30UWcLqN248MILmTx5coNLgHbp0oXPf/7zzJo1q6AlHrc355xzDkuXLuWxxx7jqquuYv/996936bJsIQT2339/fvWrXzF37ty8kzTVdt99d6ZOncq9997LUUcdRadOnRpsX15ezkEHHcT3v/99FixYwA9+8INGj7H//vszZ84cLrvsslozD6v16NGDq666imnTpjFw4MCCvodqvXv35oknnuDqq6+u92+MDh068NnPfpaZM2fmvTRtfeNcc801zJ07l8svvzxnxmh9hgwZwuWXX87DDz/MwoULm3zsltCzZ0/uuecennjiCY477rhG3wcjRozg6quvrvMmpbRu3bpx4403MmPGDM4991wqKioa7TNy5Ei+/OUv8+yzzzJ58uR8vw2pXs6oaT+6pMqb6mzVsPQill2bGEuzxBjfAa7PfEmSJClP9SVSCr0IUF+ipjkXE9qiM844g0MOOYS//e1vPPHEE8yePZuVK1eydu3avGe+VH/wv+qqq/jJT37CAw88wKpVqxrsM3LkSI4//njOPvvsnP0TWlOHDh3o3LkzFRUV9OvXj6FDh7LXXntx4IEHcthhh9GjR4+iHGfixImUlZXlLKGXT7Klb9++jBkzJmdm1/DhwxkwYEDexx48eDDTpk3j6quv5oYbbshZJiXbgQceyPe+9z2OO+64vMduC6ZOnco999zDQw89xPPPP8/atekFEnLtscceXHjhhXz1q1+lW7durRSl2qOWvPhbUVHRpJmJBx54IE899RQLFy5kypQpLFmyhI0bN1JRUcGIESM4+OCDa128L+Q41bMp8zFx4sRmza5s6Yvr5eXlHHXUUTX/V2/YsIF58+Yxf/58li5dyurVq6mqqqJHjx707NmTPfbYo2bZ0OY65ZRTOOWUU1i3bh3PP/8877zzDitWrGD9+vV0796dPn36MGLECEaNGtWk/8d69+7N9ddfz7XXXssTTzzBokWLWLlyJT179mTUqFEceuihdOmSvrxWuG7duvGDH/yAb33rWzz99NPMnz+fFStW0KVLF3bffXeOOOIIevXqldOnOe+JYcOGcd111/GHP/yBWbNmMWvWLJYvX86qVavo3LkzPXv2rDnP77rrrnmNOWTIkGbFVL0kW1NMnDiRiRMnsnbtWqZMmcLixYtZvnw5W7duZccdd2To0KGMHTu2Scm0sWPHctNNN1FVVcX06dOZN28ey5cv56OPPmKHHXagoqKC3Xffnb322ou+fQvdHUFqWHBNvbYvhDCRZC+WaotijEMKHGMCMDWr6v0YY/8Cx/g/wO+yqu6PMZ5cyBjbsmbsUXNPdeG1115j9OjRRY1LkiRJ2w4/+LdNa9as4emnn2bBggVUVlbStWtXBg0axIEHHtgmZzUVauvWrcyZM4f58+fz7rvvsnr1aiC5O3zAgAGMGzeOoUOHljhKSdq2TJo0iYsvvrimXNdSqJK2LbNmzWLvvffOrto7xlh7nd4W4Iya9mNNqtyUWwDSM2jSY27XYowfAB802jBLXcsxSJIkqf0qKytj/PjxzVouTMXXvXt3TjjhhFKH0WLKy8vZe++90xceJEmS1Ea4R037kU6q7BAKzyKk5422q0SNJEmSJEmSJEnF5oya9mM5EIHq5ExHYGfg/QLGSC/4XNDsEkmSJEmSJElS27RhwwZmzZpFZWUlvXv3ZvTo0XTs2LHUYbULJmraiRjj+hDC28BuWdWDKSxRk16c+fVmByZJkiRJkiRJKqm33nqLW2+9lY0bN9bUPfroo5x33nnsuuuuJYysfXDps/YlnVjZq8D+oxoZT5IkSZIkSZK0DVm/fn1NkmbL8lWsnfY6W1atZu3atdxyyy1s2bKl1CFu90zUtC8zUuWD8+0YQtgFGJJVtRmY3fyQJEmSJEmSJEmlMnPmTDZu3MjmD1ay7Pf38NH9z7H8d//L1o/Wsnr1aubNm1fqELd7Jmral/tS5WNCCKHOlrUdlyo/EWNcU4SYJEmSJEmSJEklsmrVKgA2vfkebK0CIG7awqZFSwFYuXJlqUJrN0zUtC/PAsuzysOAiXn2vSRVvqcYAUmSJEmSJEnbmosuuogYY83XRRddVOqQpCbr1asXAJ33GAAdygEInTvSaeguAPTu3btksbUXHUodgFpPjLEqhDAJ+K+s6u+EEJ6MMcb6+oUQjgYOy6paDdzWMlFKkiS1njVr1jB9+nTmzJnDunXr6NChA4MGDWL8+PEMGDCA/CcfS5IkSdK2acyYMTz++ONs6FNB33/7NJsWLqXz7rtS3n0HdtxxR4YPH17qELd7Jmran58CVwDdM+UjgK8DP6mrcQhhAHBDqvqXMcbldbWXJEnaFsQYefbZZ3n88cepqqrKee7DDz/klVdeYejQoZxxxhnssMMOJYpSkiRJklpely5dOOecc7j11ltZD3To1QOAHXfckXPPPZfy8vLSBtgOmKhpQ0IIhwBd63hqn1S5SwjhmHqGeS/GOLu+Y8QYl4cQfgT8KKv6xyGEwcAPY4zvZWIpAz4F/BIYnD0+cE3D34kkSVLb9tRTT/HUU08BsOuuuzJu3Dh26tOHjRs3MnvWLObMmcNbb73F3/72Ny6++GI6d+5c4oglSZIkqeXstttufOUrX2HOnDmsWrWKnXbaiZEjR9KhgymE1hAaWPFKrSyEsBDYrZnD/DXGeFEjxykj2WPm5NRTW4FFQCUwFKhIPb8eODbGOKWZMbYbIYTRwGvV5ddee43Ro0eXMCJJkrRkyRKuv/56AI488kgm7L9/rTbLly3j1ltvZe3atey///6ccMIJrR2mJEmSJKkVzZo1i7333ju7au8Y46zWOHZZaxxEbUuMsQo4E7gl9VQ5MAzYl9pJmhXAiSZpJEnStm7q1KkAjBw5ss4kDUCfvn1rkjOvvPIKmzZtarX4JEmSJEnti4madirGuCHGeC5wBjCjgaZrgd8Be8UYn2yF0CRJklrMli1beO21ZLLrfvvt12DbocOG0atXLzZu3Mjrr7/eGuFJkiRJktohF5hrQ2KMQ0pwzDuBO0MIewAHAAOATsAqYA4wJca4obXjkiRJaglr165ly5YtlJWVseuAAQ22DSEwcNAgVq5cyapVq1onQEmSJElSu2OiRgDEGBcAC0odhyRJUksqK0smlMcYiTESQmiwfayqyuknSZIkSVKx+YlTkiRJ7Ua3bt3o2rUrMUbeeuutBttu3bq1ps1OO+3UGuFJkiRJktohZ9RIkiSp3SgrK2PcuHE899xzTJ06lWHDhtU7q2b2rFmsXbuW7t27M3z48FaOtO2IMfLuu+/y4osvsnjxYjZt2kSXLl3YY489GD9+PL179y51iJIkSZK0TTNRI0mSpHZl/PjxvPDCC7zz9ts89OCDHHPssXTokPtn8YIFC3jkkUcAmDBhAuXl5aUIteTWrFnD7bffzttvv51Tv3r1apYtW8Zzzz3HuHHjOOmkk2q9hpIkSZKk/PhpSpIkSe1K7969OfXUU7n77rt59dVXmT9/PmPGjqXPTjuxYeNGZs+ezdIlSwAYPnw4hx56aIkjLo01a9bw5z//mZUrV1JeXs6oUaMYtddedO3alcpVq3j11Vd56623mDFjBmvWrOGcc85ptwktSZIkSWoOEzWSJElqd8aOHUunTp144IEH+Oijj5j6wgs5z5eXl/OJT3yC448/nrKy9rmt47333svKlSvp2bMnZ519Nr169ap5rn///owYOZKFCxdy9113sWDBAp555hmOOOKIEkYsSZIkSdsmEzWSJElql0aOHMnw4cOZN28es2fPZt26dXTs2JEBAwaw77770q1bt1KHWDLLly9n/vz5AJxxxhk5SZpsQ4YM4djjjuNf99/PtGnTOPTQQ51VI0mSJEkFMlEjSZKkdqusrIyRI0cycuTIUofSprz00ksA7L7HHuzUp0+DbUeNGsVTTz3F2jVreP311xk9enRrhChJkiRJ2432uY6DJEmSpHotXboUgBEjRjTatry8nOF77pnTT5IkSZKUPxM1kiRJknJs2bIFgE6dOuXVvmOmXXU/SZIkSVL+TNRIkiRJylG9P8+KFSvyal/dbocddmixmCRJkiRpe2WiRpIkSVKO6j17Xn3lFaqqqhps+9FHH/HmG2/k9JMkSZIk5c9EjSRJkqQco0ePpkuXLlRWVjJ16tR621VVVfH4Y48RY2TIkCH07du3FaOUJEmSpO2DiRpJkiRJOTp27MhRRx0FwOSnnuLxxx5jzZo1OW2WLVvG3Xfdxbx58ygvL69pL0mSJEkqTIdSByBJkiSp7ZkwYQJr1qxh8uTJvPjii0yfPp3BgwfTtWtXKisree+99wAoLy/nM5/5DIMGDSpxxJIkSZK0bTJRI0mSJKlORx55JLvssgvPPvss77zzDgsXLqx5LoTAyJEjOfTQQ9l1111LF6QkSZIkbeNM1EiSJEmq18iRIxk5ciTvv/8+ixcvZtOmTXTt2pVhw4ax4447ljo8SZIkSdrmmaiRJEmS1Kh+/frRr1+/UochSZIkSdudslIHIEmSJEmSJEmS1F6ZqJEkSZIkSZIkSSoREzWSJEmSJEmSJEklYqJGkiRJkiRJkiSpRDqUOgBJkiRJ2p6sXr2aV155hRUrVhBjpHv37owZM4Z+/fqVOjRJkiRJbZCJGkmSJEkqgjVr1vDggw8yZ84cqqqqcp6bMmUKgwcP5vjjj2fXXXctUYSSJEmS2iITNZIkSZLUTJWVlUyaNIlVq1YBMHDgQIYOHUpZeTlL3nuP+fPn8/bbbzNp0iTOOecchg0bVtqAJUmSJLUZJmokSZIkqRm2bt3KTTfdxKpVq6ioqOBTp55K//79c9qsXr2aBx94gLfeeotbb72VK664gl69epUoYkmSJEltSVmpA5AkSZKkbdnrr7/OBx98QNeuXTnn3HNrJWkAevTowadPP51dd92VTZs28cILL5QgUkmSJEltkTNqJEmSJKkZXnzxRQDGjRvHjjvuWG+7Dh06cPDBB3PHHXcwY8YMjjrqKDp16tRaYbZZMUYWLVrE7NmzWbt2LWVlZVRUVLDPPvvQp0+fUocnSZIktTgTNZIkSZLURFu3bmXhwoUAjBk7ttH2Q4cNo3v37qxZs4YlS5aw2267tXCEbdtrr73G5MmTWbZsWa3nnnnmGYYOHcoxxxzDrrvuWoLoJEmSpNZhokaSJEmSmmjTpk01j3v06NFo+xBCTaJm48aNLRlam/fUU0/x5JNPAtCxY0dGjRpF3759qYqRd95+mzfeeIO33nqLv/zlL5x11lnsueeepQ1YkiRJaiEmaiRJkiSpibKXLlu3di09Glj6DJJlvtatW1erb3szffr0miTN/gccwEEHHUTnzp1rnp8wYQKVlZU88vDDvPnmm9x22218/vOfZ5dddilRxJIkSVLLKSt1AJIkSZK0rSovL2fAgAEAzJo1q9H277zzDh999BEdO3akf//+LR1em7RlyxYee+wxAA455BAmTpyYk6Sp1rNnTz59+ukMHTqULVu28MQTT7R2qJIkSVKrMFEjSZIkSc0wfvx4IJklsn79+nrbVVVV8fxzzwEwduxYunTp0irxtTWzZ89m3bp19OjRg4MOPrjBtuXl5Rx9zDEAzJ8/n5UrV7ZGiJIkSVKrMlEjSZIkSc0wevRoKioqWLNmDbfdeiuVlZW12mzcuJF/3X8/CxcupLy8nAMOOKAEkbYNr776KgD77LMPZWWNfyTt3bs3Q4YMAWDmzJktGZokSZJUEu5RI0mSJEnN0LFjR8477zwmTZrE+++/z/XXXceee+7J0GHDKC8rY8mSJcyaNYtNmzZRVlbG6aefTt++fUsddslUJ7IGDhqUd58BAweycOHCOpNgkiRJ0rbORI0kSZIkNVPfvn255JJL+Oc//8nChQuZN28e8+bNy2mz0047ceKJJzJs2LASRdk2xBgL7hNCaHJfSZIkqa0zUSNJkiRJRdC7d28uvPBCPvjgA6ZPn86HH35IVVUVPXr0YMyYMQwdOrQm4dCede/enRUrVvDBBx8wePDgvPp88P77NX0lSZKk7Y2JGkmSJEkqop133plPfvKTpQ6jzRo9ejSLFi1ixssvs99++zWavFq9ejXz58+v6StJkiRtbxrfuVGSJEmSpCIZO3YsnTp14sMPP2Tmq6822DbGyNOTJxNjZPDgwfTr16+VopQkSZJaj4kaSZIkSVKr6dy5MwcffDAADz30EDNmzKCqqqpWu82bN/PII4/w2muvEULgiCOOaO1QJUmSpFbh0meSJEmSpFZ1+OGHs2rVKmbMmMHDDz3EC88/zz7jxtG3b1+qqqp4++23eW3mTDZu3AjASSedxLBhw0octSRJktQyTNRIkiRJklpVCIFPfepT9O7dm2effZbKykomP/VUrXa9evXiuOOOY+TIkSWIUpIkSWodJmokSZIkSa0uhMBhhx3GgQceyGuvvcbs2bNZu3YtZWVlVFRUMG7cOHbffXdCCKUOVZIkSWpRJmokSZIkSSXTsWNH9t13X/bdd99ShyJJkiSVRFmpA5AkSZIkSZIkSWqvTNRIkiRJkiRJkiSViIkaSZIkSZIkSZKkEjFRI0mSJEmSJEmSVCIdSh2AJEmSJEnatmzcuJFXXnmFBQsWsH79esrLy6moqGDcuHHstttuhBBKHaIkSdI2w0SNJEmSJEnKy+bNm3n00Ud5+eWX2bx5c85zixYt4pVXXqFv374cffTRjBgxokRRSpIkbVtM1EiSJEmSpEZt2LCBf/zjHyxevBiAnXbaiTFjx9KrooItW7fy9qJFzJ49m2XLlnHLLbdwwgknsP/++5c4akmSpLbPRI0kSZIkSWpQVVUVt99+O4sXL6ZLly6cdPLJDBs2LGeJs1GjRjHxyCN56qmnmPHyyzzwwAP06NGDUaNGlTBySZKkts9EjSRJkiRJatD8+fN588036dixI2edfTb9+/evs13nzp059thjKSsrY/pLL/HQQw8xYsQIysrKWjlitRcxRhYvXsz06dP58MMP2bhxIx07dqR79+7svffejBw5kvLy8lKHKUlSg0zUSJIkSZKkBk2bNg2Afffdt94kTbUQAkcccQSzZ82isrKSBQsWMHz48NYIU+1IjJGXX36ZqVOn8v7779fZ5vXXX6d79+584hOf4KCDDqJLly6tHKUkSfkxUSNJkiRJkupVWVnJG2+8AcA+48bl1adjx46MGTOGadOmMX36dBM1KqotW7Zw9913M3v2bAA6dOjAqFGjGDpsGJ07d2bLli0sXbKEV199lTVr1jB58mRmz57N+eefT0VFRWmDlySpDiZqJEmSJElSvT788EMAevfuTa9evfLuN2zYMKZNm1bTXyqGqqoqbrvtNubPn09ZWRmHHXYYY/fZh65du+a023PPPTn4kEOYN28eTzz+OMuXL2fSpElccskl9OjRo0TRS5JUNxeJlSRJkiRJ9dqyZQuQzJIpRIdM+82bNxc9JrVfjz32GPPnz6dDhw6cedZZHHDggbWSNNXKy8sZNWoUF1xwAb169aKyspJbbrmFGGMrRy1JUsNM1EiSJEmSpHpV7+uxZs0aqqqq8u63+qOPcvpLzbV+/XqmTp0KwIknncRuu+2WV78eO+7IGWeeSadOnXjvvfdqlvKTJKmtMFEjSZIkSZLq1b9/f7p06cLatWt566238u43c+ZMAIYOHdpSoamdeeWVV9iyZQt9+/ZlxIgRBfXt1asXY8aMAeDFF19sifAkSWoyEzWSJEmSJKleHTt2ZNy4cQC8OG1aXstGrVi+vCapM378+JYMT+1EjLEmwTJu330JIRQ8xrh99wVg3rx5VFZWFjU+SZKaw0SNJEmSJElq0IQJEygrK2PRokVMfuqpBpM1q1ev5q677gJg+PDh9O7du7XC1HZs7dq1rFixAoC99tqrSWPstNNO7LLLLsQYefvtt4sZniRJzWKiRpIkSZIkNah3796ceOKJALzwwgvcddddvPPOOzkJm40bNzJ9+nRu/NvfWLlyJT179uTkk08uVcjazqxfvx5I9jzq3Llzk8fp0aNHzniSJLUFHUodgCRJkiRJavv2228/Yoz861//4o0FC3hjwQJ69epFRUUFW7ZuZenSpWzetAlIZi6cf/75NRfFpeaqXuosn6X3GlLduylLp0mS1FJM1EiSJEmSpLyMHz+eQYMGMXXqVGbOnMnKlStZuXJlzfN9+vRh/Pjx7LvvvnTq1KmEkWp706VLFyCZubVx48Ymz6pZvXo1AF27di1abJIkNZeJGkmSJEmSlLd+/fpxyimncOyxx7Jo0SLWr19PeXk5vXr1YsCAAc5UUIvo1q0bffr0Yfny5cyaNYtPfOITBY+xfNkyli5ZQgiBwYMHt0CUkiQ1jXvUSJIkSZKkgnXp0oURI0Ywbtw4xowZw8CBA03SqMWEEJgwYQIAL0+f3qQl0F6eMQOAkSNHsuOOOxYzPEmSmsVEjSRJkiRJktq8sWPH0rFjR1asWMHs2bML6vvhhx/y2muvAckSfpIktSUmaiRJkiRJktTmdenShQMPPBCABx94gLfefDOvfpWVldxx++1s3rSJQYMGMXTo0JYMU5KkgpmokSRJkiRJ0jZh4sSJjBw5kq1bt3LHHXcw5ZlnWLt2bZ1tN2/ezGszZ/L3G29k1apV9OrVi7PPPtsl+iRJbU6HUgcgSZIkSZIk5aOsrIwzzjiDe++9l1dffZUpU6bw3HPPMWLECIYNG0anzp3ZsnkzS99/n5mvvsqGDRsA6NevH+eddx7dunUr8XcgSVJtJmokSZIkSZK0zSgvL+e0005j9913Z9q0aSxevJg5c+YwZ86cWm179uzJfvvtx/7770/nzp1LEK0kSY0zUSNJkiRJkqRtSgiBsWPHMnbsWJYsWcL06dP58MMP2bBhA506daJ79+6MGTOGPfbYg7IyV/6XJLVtJmokSZIkSZK0zdpll1046aSTSh2GJElN5i0FkiRJkiRJkiRJJWKiRpIkSZIkSZIkqURM1EiSJEmSJEmSJJWIiRpJkiRJkiRJkqQSMVEjSZIkSZIkSZJUIiZqJEmSJEmSJEmSSsREjSRJkiRJkiRJUomYqJEkSZIkSZIkSSoREzWSJEmSJEmSJEklYqJGkiRJkiRJkiSpREzUSJIkSZIkSZIklYiJGkmSJEmSJEmSpBIxUSNJkiRJkiRJklQiJmokSZIkSZIkSZJKxESNJEmSJEmSJElSiZiokSRJkiRJkiRJKhETNZIkSZIkSZIkSSViokaSJEmSJEmSJKlETNRIkiRJkiRJkiSViIkaSZIkSZIkSZKkEjFRI0mSJEmSJEmSVCImaiRJkiRJkiRJkkrERI0kSZIkSZIkSVKJmKiRJEmSJEmSJEkqERM1kiRJkiRJkiRJJWKiRpIkSZIkSZIkqURM1EiSJEmSJEmSJJWIiRpJkiRJkiRJkqQS6VDqAKTtXKfswoIFC0oVhyRJkiRJkiSpHnVcu+1UV7uWEGKMrXUsqd0JIXwKuKfUcUiSJEmSJEmSCnJqjPHe1jiQS59JkiRJkiRJkiSViIkaSZIkSZIkSZKkEnHpM6kFhRB6AkdkVb0DbCpROJJUCruTuwTkqcAbJYpFtf0FmABMAy4ucSxqPn+equZ7QS3F95a2J76fpdbh75q2JZ2AQVnlp2KMla1x4A6tcRCpvcr8IrfKOoaS1BaFENJVb8QYZ5UiFtUWQliXebjOn8u2z5+nqvleUEvxvaXtie9nqXX4u6Zt0MulOKhLn0mSJEmSJEmSJJWIiRpJkiRJkiRJkqQSMVEjSZIkSZIkSZJUIiZqJEmSJEmSJEmSSqRDqQOQJElSyUwCngQWljQKFcsk/HkqMQnfC2oZk/C9pe3HJHw/S61hEv6uSY0KMcZSxyBJkrZTIYTRwGtZVXvHGGeVKh5JkiRJkqS2xqXPJEmSJEmSJEmSSsREjSRJkiRJkiRJUomYqJEkSZIkSZIkSSoREzWSJEmSJEmSJEklYqJGkiRJkiRJkiSpRDqUOgBJkrRdWwZ8L1WWJEmSJElSRogxljoGSZIkSZIkSZKkdsmlzyRJkiRJkiRJkkrERI0kSZIkSZIkSVKJmKiRJEmSJEmSJEkqkQ6lDkCSJEmSJKmtCSF0BE4A9st8DQN2AnoBG4H3gBeBW4F/RjcBlqR2zfOGmiP4fpAkSZIkScoVQhgIvJNn82eBM2KMS1owJElSG+Z5Q81hokaSJEmSJCklc8HtFeApkjug3wKWAiuBnsA+wKXAmEyXOcAnYowbWj9aSVKped5Qc5iokSRJkiRJSgkhlAHEGKsaaNMBuAs4JVP1bzHG37VCeJKkNsbzhpqjrNQBSJIkSZIktTUxxqqGLrZl2mwBfpxVdWTLRiVJaqs8b6g5OpQ6AEmSJEmStkUhhBEky5gMBHYA1gPvA/OAV2KMG0sYXrsVQtgd2J/k59KJZMmZ14FnW2h5mY+yHu/YAuNLklqQ5w21BSZqJEnSdiWEMASYCXTPVC2KMQ4pWUCSpO1KCKEH8O8ka8wPbaDpphDCVOCOGOMvWyW4NiaEMIDkwtcBmX/HAz2ymhT1HB1COA34FvCJepqsCSFMAr4XY1xerOMCn816/HoRx5W0nQoh3Ayck6pu959bPG+oPXOPGkmStN0IIQTgUeCorOp2/4FHklQcIYSTgRuAfgV0ez/G2L+FQmpzQgiHAP9JcpFt10aaF+UcHULoDPwJOD/PLsuAM2KMk5t4vDJgZ2AkcBlwXuapTcC4GOOcpowrqX0IIZwC3FvHU+3yc4vnDc8bSjijRpIkbU+uIEnSvE9hF9EkSWpQCOGrwDVASD21AXgPWA50BXYB+rRudG3KBODTrXWwzMWvW4FTU09tBd4GKklmPvXMeq4v8EAI4ZgY43N5HqcPyYW6+lQC53mxTVJDQgg9gd+XOo42xvOGBJSVOgBJkqRiCCHsBvxPpvjvpYxFkrR9CSFcAvw/cpM0DwAnABUxxt1jjAfEGMfGGPsCA4ALgDtJ7pZVYk0LjHkVtS+2/QEYHGMcFmPcF+gNnE5yAa7aDsBtmYumzRFJ3hsjYoz/auZYkrZ/PyM5RwCsLWUg2wjPG2o3XPpMkiRtF0IIjwJHA/8bY/x0CKH6j5x2uYSAJKk4Qgh7kOx91iVTtRm4MMZ4c579e8UYV7ZUfG1NCOErwLXAauAlYBowNfPvUOCJrObNOkeHEHYC3iJ3/4JvxBh/Uk/7AcAzQPYxvx9j/E4exyoHRmWK5cBOwEHA5SQXXR8EvhBjfLfAb0NSOxFCmAg8TpL0rwL+m49vNIN2+rnF84bnDSVM1EiSpFYRQtidZEPIgUAnYCXJxonPxhg3NHPsL5DcBbUK2CvGuMREjSSpGEIIjwNHZlWdFWO8vYTx9AcGxRinFWGsI4GpMcai3dWdOd93Bl6PMValnptIcS+4/RT4WlbVZGBibOBCRwjhaJL97KqtBobGGFc0MYbuJDOnjiNZevVIl7GRlBZC6EqS9N89U/VL4H8p4v+JDRzb88bH43neUJvl0meSJLVDIYQBIYRPhxB+EkJ4PITwUQghZn0tLOKxTgshvAQsAG4iuWvsh8BvgceAZSGEX2fW8G3K+INJlhAAuCrGuKQIYUuSRAjhVHKTNLeXOEnTC3gYeCSEsF8zxzqR5G7ee0MIXRprn68Y4xsxxtnpi23Fltlj4OJU9XcbutgGEGN8DHg6q6oHcFZT44gxriFZ5m49yf54f2jqWJK2az/g4yTN28DVrXFQzxsf87yhts5EjSRJ7UQI4ZAQwl0hhHeBxcBdwNdJLkD1aLBz047XOYTwd+Bu4BMNNO0OfAmYHUI4vAmH+iNJ/I/HGG9oQn9Jkupzear8vZJEAYQQugH/AsaQbHD8cAhhbBPHOobkbt5OwFHAHSGEjsWKtZUcTLK5c7U3gSfz7PunVPm05gQSY/yAZGkcgMNDCLs0ZzxJ25cQwgTgK1lV/5a5WN/Sx/W8kcvzhto0EzWSJLUfE4BPA7u29IEydyvdCpyfemoryZrAM4DK1HN9gQdCCAcVcJxLSaaMr6P2xTRJkpossy798VlVM2KMs0oVD8l+BtlLhfYGHg0h7FXIICGEI4B7+HjPHTLjtuidzC3gpFT5kcbuis5umypPzFzQbI7lWY+HNHMsSduJTDLjTyR7lEAyM/O+Vjq8541cnjfUppmokSRJAMW+o+sq4NRU3R+AwTHGYTHGfUk+KJxOMvW/2g7AbSGEno0dIIQwELgmU/x2jPGN5octSVKNT/LxhTXIXSO/1cUY1wOnAM9mVfcFHgsh7JnPGCGEg4H7SM631f4JnBtj3FqsWFvJuFT52boa1SXG+B6wMKuqE1DQhcs6DMx6vLqZY0nafnyDZEYLJPtpXtlaB/a8Ucu4VNnzhtoUEzWSJLU/q0mmeP8MOJPk7p1TijV4CGEn4Jup6m/EGP9P5g9cAGKMVTHGu0mmoC/MajsQ+I88DvVHYEdgGvCL5sQsSVIdJqTKr1Q/CCHsG0L4VQjhlRDCyhDCuhDCwhDCIyGE/8rMxim6zFI5JwIvZlX3Bx4PIQxtqG9m6Z0HSJYcrfYwcGaMcXOxY20Fo1Ll2QX2T7dPj5e3EMIQ4MBMcS3gzSOSyMxcyf5c9PUY49LWjMHzRg7PG2rTTNRIktR+/BMYDVTEGI+MMX4txnhHjHFRkY/zNXL3vJkM/LS+xjHGd4FLU9VfzSR86hRC+DzJnc6bgUu2wbu5JEltXzpR82YIoXsI4U/AdODfgbFABdAV2A04huRGiPkhhB+1xPr9McZKkiXZXs2qHkhy0W1QXX1CCOOAh0hucKj2JHBajHFjsWNsaSGErsDgVPU7BQ6Tbj+ijuOcH0Lo00gsfYHbgOqf9c2Zu9gltWOZpaD/RDLzApLN6P9Yilg8b3je0LbBRI0kSe1EjPGNGOPsGGOLrSWc+UBycar6u42t/RtjfIzkw0u1HsBZ9RxjAPD/MsWfxhhnNjFcSZIaskeqXEVy88Hn8+jblWS5m3+FEHo01rhQMcYPSZJCc7Kqh5BcdMvZiy6EMJpkbf1eWdXPAqdswxeG+gAhq7wZ+KDAMd5NlXeuo81lwDshhDtDCF8KIRyVmU01IYRwWgjhWmAuHyf1FgD/XWAckrZPV/LxjIlNwOUF7IdSdJ43PG+o7etQ6gAkSdJ25WCSdY+rvUly51U+/gQcllU+Dfh9He2uBHoC64AFIYRzGhm3W1abtTHGf+YZjySpncrceJBOsPwK2DfzOJKs2f8vYDHQLfPcBUD2Ba9jgEnAZ4odY4xxWQjhaJLkUXVSaQ+SvQeOiDF+EEIYATxGcoGq2ovACZnlcLZV3VPldU24ALq2kTGrdSHZU+/0Rsb7F8ks3xUFxiFpO5NZUuyHWVU/jjG+Xqp4qnneyOF5Q22OiRpJklRMJ6XKjxTwB/AjqfLEEEK3GGP6D+LOmX93ILn41Zg+wM2Zx4tIloCTJKkhPcm98xbgE5l/VwCfjjE+nXr+1hDCD4HrgPOy6k8PIXwuxvi3YgcZY1wSQjiKZFbqbpnqkSQX3S4F7gT6ZXV5BTguxvhRsWNpZemLYxuaMEb6rvC6LrhdAJxAciPKXiSvZV+gHKgkuRP6BeCWGOMLTYhB0vbpepIEPsDrwI9KGEsOzxs1PG+ozTFRI0mSimlcqvxsvh1jjO+FEBaSTMGHZD3nvYBpxQhMkqQC1HeX7FbgpPoursQY14QQLiC5SeC4rKf+vxDCjS2x7E2M8Z3MRbfJwIBM9d7A86mms4FjY4wrix1DCXRJlTc1YYz0Hgtd0w1ijO+QXHC9vgnjS2qHQgiXkMymhGT25eUxxqb8H9ViPG8AnjfUBrlHjSRJKqZRqfLsAvun26fHI8b4lRhjaOwrq8uirPohBcYjSWqf6rvT9obG7oDN7AX3f0j2tKk2AjiiSLHVdcw3gaOB9+tpMh84Osa4rKViaGXpn0+nOls1rHOq3JS7qyWpRghhF+DnWVU31DH7sk3wvOF5Q22PiRpJklQUIYSuwOBU9TsFDpNuP6LpEUmS1GT1rcP/x3w6Zy6APZqqbrFETeaYc4Hz63iqCjg1xri0JY/fytI/n/Sd0vlI3wm9Le+9IKlt+C1QkXm8FPha6UJpnOeNgnneUIsyUSNJkoqlD7nr+W8GPihwjHdT5Z2bFZEkSU0QY1xPssxZttXAywUM81SqPL5ZQTUihNAH+GUdT5UBfwgh7NCSx29l6YtjO4QQ0nsKNaZbquwFN0lNFkI4E/h0VtWXY4yrShROXjxveN5Q22KiRpIkFUt6Pf91TViLf20jY0qS1FrSNxssyCxrlq+5qXKL3XwQQugFPAKMrqfJ4cA9IYSm3EHcFi0n2fuhWkcKf30HpMqF3lwiSdl+lvX4/hjjbSWLJA+eNzxvqO0xUSNJkoolnVRpypq96xsZU5Kk1jInVf6owP7p9r2aEUu9Qgg7Ag8C47Kq3wXOScVwDHBnCKEp6/K3KZkZT2+nqtPLrzYm3f71pkckSTVLngGcFEKIjX0BT6TG2K2OduOKHajnjRqeN9SmmKiRJEnFkr7balMTxtiYKqfXAc5bjDFkvoY0dQxJUrs2O1VObyLcmPR5cV0zYqlTCKEb8C9g/6zqpcBRMcZbgRPJna16InBrCKFDsWMpgfQFsr0K7D+qkfEkabvjeSOH5w21KSZqJElSsaRn0DTlzqv0RbCmzMqRJKkYpqfK/Qrsn15SZUUzYqklhNAV+CdwSFb1MuCYGOM8gBjjFOBkcmesngb8PYRQXsx4SmBGqnxwvh1DCLsAQ7KqNlM7MSdJ2xXPG5431LZtD9lQSZLUNqQ3U2zKesbpGTRu0ChJKpX7gSo+vsFxaAihd4zxwzz775cqp/esabLMMjR3AUdmVX8IHBtjnJXdNsb4ZAjhVJKLc9U3RJwNbAwhXFzgvjttyX3A17PKx4QQQp774x2XKj8RY/RvDknNcSrJvieF2Af4eVb5feCzqTYLmhNUNc8bgOcNtXEmaiRJUrGk/1DdoYA/fKt1a2RMSZJaRYzxgxDCFOCwrOrTgRsa65tZIubTqeonixFXCKEjcDvwyazqSuD4GOMrdfWJMT4SQvgMyUW66hmvnwM2hRAuL/Bc3VY8S7I5dJ9MeRgwkdp7PtTlklT5nuKFJak9ijE+VWifEMKWVNWGGOOjRQop+zieNxKeN9SmufSZJEkqluVA9h/sHam97EtjBqTKHzQrIkmSmue6VPmqEEI+e9VcBvTPKn8EPNTcYDLLzvwD+FRW9RrghBjjiw31jTHeT7JRdPaFwUuBXzc3rlLI3NE9KVX9nRBCaKhfCOFocpNvq4HbihudJLUNnjc+5nlDbZ2JGkmSVBQxxvXA26nqwQUOk27vBo2SpFK6GZiZVR4OXBdCqPezdAjhAOB/UtW/izFWNieQzDEnAWdmVa8DTooxPpfPGDHGu0mW1dmaVf1vIYSf19OlrfspubNvjyB3WZscIYQB1J4R9csY4/IWiE2SSsrzRp08b6jNcukzSZJUTK8Du2WV9wKmFdB/VB3jSZJUEjHGqhDCV4FHgOo7bi8EBoQQ/jvG+FJ12xBCT5KlUb4HdM8aZh7woyKE0ws4KKu8AfhUjHFyIYPEGG/NzAr6Cx/fvDkxhNA1c9NFs4UQDqH2vnOQ7MeQrUsI4Zh6hnkvxtjgRs0xxuUhhB+R+/r+OIQwGPhhjPG9TDxlJHeT/5Lcm0LeA65p6BiStA3zvJHieUNtWdg2lxSUJEnFFEKYSO7avItijEOaMM5PyL0j6foY4xfy7LsLyR++1TYDvd2kUZJUaiGErwM/qeOppcBikj3WdufjdfyrrQCOjDHOTHdsYhy7Ac+QLC16WozxgWaMdRnJ0m6zgIkxxhXFiDEz9kJyb9xoir/GGC/K41hlJHsFnJx6aiuwiGQfhqFARer59SSbaE9pZpyS1CTF+gzWyDE8b9Q+lucNtUnOqJEkScV0H7mJmmNCCCHPzSaPS5WfMEkjSWoLYow/DSGsI7mLtmPWU/3J3Ysm21zglBjj/CLGsShzJ/GezbnYlhnrjyGE9cCjxbzY1toys57OJLnT+5ysp8pJNoquywrgDC+2Sdreed6ozfOG2ir3qJEkScX0LJC9Xu8wYGKefS9Jle8pRkCSJBVDjPHXwFjgVpJZn/V5C/gyMLaYSZqsOObGGO8r0lh/jzEuLcZYpRRj3BBjPBc4A5jRQNO1wO+AvWKMT7ZCaJJUcp43avO8obbIpc8kSVJRp92HEH4G/FdW1VMky77U+0dHCOFo4NGsqtXAMDdplCS1RSGEHYGDgT2BniQbE78PTI8xzi1lbIIQwh7AAcAAkuXoVgFzgCkxxg0lDE2S1AZ53lBbYKJGkiQVO1HTh+Ru4uyNlL8RY6xrbX9CCANI1k3OPt4PY4zfasrxJUmSJEmStiXuUSNJUjsSQjgE6FrHU/ukyl0yaxnX5b0Y4+z6jhFjXB5C+BHwo6zqH4cQBpMkYN7LxFIGfAr4JTA4e3ySPQAkSZIkSZK2e86okSSpHQkhLAR2a+Ywf40xXtTIccpI9pg5OfXUVmARUAkMBSpSz68HjnWTRkmSJEmS1F6UlToASZK0/YkxVgFnAreknioHhgH7UjtJswI40SSNJEmSJElqT0zUSJKkFhFj3BBjPBc4A5jRQNO1wO+AvWKMT7ZCaJIkSZIkSW2GS59JkqRWEULYAzgAGAB0AlYBc4ApMcYNJQxNkiRJkiSpZEzUSJIkSZIkSZIklYhLn0mSJEmSJEmSJJWIiRpJkiRJkiRJkqQSMVEjSZIkSZIkSZJUIiZqJEmSJEmSJEmSSsREjSRJkiRJkiRJUomYqJEkSZIkSZIkSSoREzWSJEmSJEmSJEklYqJGkiRJkiRJkiSpREzUSJIkSZIkSZIklYiJGkmSJEmSJEmSpBIxUSNJkiRJkiRJklQiJmokSZIkSZIkSZJKxESNJEmSJEmSJElSiZiokSRJkiRJkiRJKhETNZIkSZIkSZIkSSViokaSJEmSJEmSJKlETNRIkiRJkiRJkiSViIkaSZIkSZIkSZKkEjFRI0mSJEmSJEmSVCImaiRJkiRJkiRJkkrERI0kSZIkSZIkSVKJmKiRJEmSJEmSJEkqERM1kiRJkiRJkiRJJWKiRpIkSZIkSZIkqURM1EiSJEmSJABCCI+EEGLm62eljgcghFAWQpiVFdeVpY5JkiSpmEKMsdQxSJIkSZKkEgshnA7cmSlWAsNijB+WMKQaIYRPA3dliiuBPWOMK0oYkiRJUtE4o0aSJElqo0IIQ7LuIG/Jr++W+nuVVFohhE7Az7OqrmksSRNCeDL1f8lFTTju/63j/6SHQghds9vFGO8GXswUewHfK/RYkiRJbZWJGkmSJElSq6kjATmp1DEJgEuBoZnHa4HftvQBQwjXAv9fqvoe4FMxxvV1dPmfrMeXhRAGt1hwkiRJrchEjSRJkiRJ7VgIoQu5CZMbWnLJs5D4PfCV1FO3AGfEGDfW0/VO4I3M407A1S0ToSRJUuvqUOoAJEmSJNVrKXBsnm2PA67KKr8K/Geefd8sJChJ253PAgOyyr9vqQOFEMqBPwEXpp76C3BpjLGqvr4xxqoQwh+Bn2SqLgwhfCvG+H7LRCtJktQ6TNRIkiRJbVSMcQPwaD5tQwgDU1UrY4x59ZXU7l2Z9fjpGOPcljhICKED8A/grNRTvwO+FGOMeQwzCfghyfWMTsAVuF+NJEnaxrn0mSRJkiRJ7VQI4TBgTFbVjS10nE7AHdRO0lwTY/y3PJM0ZGbPPJxVdXkIwWsbkiRpm+YfM5IkSZIktV+fzXpcBdxT7AOEELoC9wKnpp76QYzxv5ow5N1Zj3cFjmpqbJIkSW2BS59JkiRJAiCEsDNwINAf2AlYA3wATI0xvlXkY5UDBwHDSC60bgReB56MMa5vpO+OwKHAcGAHYDnJnjwv5HtXfp4x7gEcwMd7d7wLTI8xzinS+OXAeGAPYGegM7AMeAuY0sCG6k093k4kP99dgb4kP98HY4zzGujTHRgNjCR5T3QFKkle8+kN9W0PMj/DA4EhwC5AOTArxnhfHn1HAPuQ/Cx6Ah8C7wHPxBg/bKmYUzF0BM7MqnouxvhBkY/RHfgnMDH11H/HGH/axGHvBa4HQqZ8HnkuEylJktQWmaiRJEmS2rHMkkGfBf4d2I+PL3ym280B/gf4W0ObfWe1v4hkc/BqF8cYJ4UQugBfBy4jd/PyaqtCCD8Gfp4+TgihH/AD4AKgSx19F4YQvhJjzGtGQAhhIbBbprgoxjgkUz8R+DHJBfi6+r0CfDPGeH8+x6mj/xDgW8BpQO96mq0LIdwFfDvfJFkD389BwDeATwIdU92+CuQkW0IIw4FzM+3H08DnxhDCUpKN538dY1xZQHzZLgwhpDeWz3ZxjHFS1jhDSJJZ1f4aY7yooWOn4ngSOKK6HGOs8z2faftd4DtZVUfGGJ8MIfQmeU0/S5LYzPYKUGeiJpO0+E/gQmBoPYfdGkJ4muRn/3SD30zzHQz0yio/UczBQwg9gQdIkrLVIvDlGOOvmzpujPGDEMJskiQiwIkhhFDMRK0kSVJrcukzSZIkqZ0KIewJTAf+SnJBvt4L1sAoksTLlBBC3yYerx/wLPBd6k7SAFQAPwVuzt53IoQwgeQC+GXUnaSBZFbD/4YQvtyU+DLHuQp4nHqSNBn7APeFEP4QQmjoNatr/KuBucDnqT9JA8lMoc8Cr4cQLinkGKnjfQ2YApxC7SRNXe1PzsT3XZLXoLGb+/qTbOQ+M/Mz2u6FEMYBM4H/onaSpqF+JwNvkLy29SVpIJmVMxGYHEK4LoTQkjdYHp8qP1WsgTMzuB4jN0lTBVzWnCRNluxY+wH7FmFMSZKkknBGjSRJktQOhRAOILnrv0/qqa0ksxU+BLqTLE2WnRg5EHguhHBQjHFZAYfsAtxP7sXURSRLq1WQLP+VnfQ4iyQx86MQwkjgEZLloapjfINkCa5dgIGpY10bQngpxvhMAfERQriAZNZQtY3AQmAtMIhkiapsX8jE/IU8xi4H/kQykyJtBcmyaptIvp/sJFYn4IYQwo4xxmvz+kY+PuYXSJJe1TaRfD+VJMuf7VpHt7qSYOuBd4DVJLMhdiKZGZN9498A4MkQwvhiLQ3XRg0CbiVZqq7au8BSoAcwuK5OIYTLgd+RJGGyrSP5PVhNkrgbRu7rejnQL4Tw6RaaLXJYqvxiMQbNLKP4KDAmq3oLcGGM8aZiHAN4KVU+nCTxLEmStM1xRo0kSZLUzoQQ+pPs8ZCdpHmVZLmrihjjnjHGA2KMo0mWRTqbJDFSbXdgUoGzSb5OsrRaFfAbYEiMcUiMcf8Y43CSC9x3pvp8M4QwALidJEmzimSprr4xxhGZvoNI9pF5LftbBH5ZQGxkxq++y3818GVg5xjjyBjjfjHGnYFDgOdS/S4PIZydx/jfJjdJszkT4+gYY58Y4z4xxgkxxoEkSavrSJIi1f4nhHBwAd9Pb6A6sbMEuATok/W6DST5Oda1r8dWkqTaF4A9ge6ZfuMzMQ4jSa59ltxl03YAbmrgfXE+cCy5m9cDPJypr+/roby/65b3M5IkzVaSJd/2jDEOzLw2I0he9//K7hBCODrTNjtJU71nS88Y416Z37c9SZKBXyd5D1Y7Ffhasb+RzIy1cVlV78YYVxVh3AHAZHKTNJuAs4uYpIFkVlO28UUcW5IkqVUFl3CVJEmStn117AnzVIxxYj1tHyDZf6Ta9cCXYoybGxi/guTifXay4PQY4915xgNJkuacGOPt9fQpI7kof0xW9RySZdeWAkfVN1sjsxzbLHJnvewbY5xR93dU754pK4HDY4yv1e5RMzPmVuAzWdXvA3vEGNfU0+dg4Gk+vlFuOXBCjLHB2QuZBNBNWf1ejTHuU+D3M4fkdVva0LGyxhgKVMUYF+XZvgtJgu3ErOoTY4wPNNBnCM3bY6a5/Z+k6XvUQDIz5NwY4x15HKuC5GdQvURa9dJff26k317Ak3z8ft4E7JbvzzEfIYQ9gPlZVY/HGI8ucIwnyXotSZbBu4BkZlC1DST/V9T7nmiKEEIP4KOsqtdijGPqay9JktSWOaNGkiRJakdCCAeSm6R5ALiioSQNQOZO+8+Qe6f/fxZ4+J/Vl6TJHKMKuDpVPSrz74UNLamVWYYtvTTYCQXGB8lF9DqTNJnjbCWZEbIwq7ofcF4DY36bjz97VQGnNpakyRzrVuCarKqxIYRj6mtfh83AWYVc3I8xvpVvkibTfgPJhfnKrOqL8w9xm/TzfJI0GVeQu4/NNxtL0gDEGGcDF2VVdQK+lHeE+Unvk7O4CGN+m9wkzVoaSdw1VYxxNZCdHE0nKSVJkrYZJmokSZKk9uUrqfJX8937InPB/4asqkNCCP3yPO5a4Cd5HOMFkhkq2Z6JMT6cxzHuSZUL3Vx8WowxvfxaLZnkxLdT1Z+vq20IYRS5G7bfGmN8toCYfkoyg6PaZ+prWIdbG0o6FUuM8UOShF+1QpZo29asA36cT8PM7Kt/z6p6m9zEW4NijP8CXs6qKuRnn49BqfKSIoyZnp30wxjjE0UYtz7ZMffIzGCSJEna5piokSRJktqJzNJi2bNppsYY5xY4TDphkt6MvD6PFrD/xaxUOd/ZC3NJZpFUq3Nj9wb8rYC2d5J7N//4EEK3OtqlZ/XcWEhAMcYV5G6anu/rDXBzIcdqpuylyAZklqLbHt0fY/yo8WYA7APsmlW+pbGZa3XI/n0bGULoU2/LwvVMletcuq+ZvhNCOLYFxq2Wjjn9PUmSJG0TTNRIkiRJ7ccYci9kNrr8Vh3eTpVH1dmqtpcab1JjRao8PZ9OmWXJVmVV7VjAMSHZEyQvMcZ1wLSsqnJgvzqaphMrzX3NR4YQ6t1TJWVqE45VI4RQEUK4JITwlxDC9BDCkhDC2hBCTH8B30h1L2ZCoS0p5DUt9s8e8v99y8cOqfL6Ioz519Q4XYB7QggTizB2XdalynUlSyVJktq8DqUOQJIkSVKrSV/k/WII4YvNHLN3nu2WFTBm+uJrU/t2LaDfVuD1AtoDvAYcmVUeCkxOtUm/5h/kn2epUzlJAqqykXZrYozLm3KAzMyg7wBXAp2bMgZQ0cR+bd1bjTepkf7Z39bMnz3k//vWFM0OjiTZ+Q/gXpIkDSS/h/eFEI6PMU4pwjGyFSNmSZKkknNGjSRJktR+7NQCY+a71NCGZhyjqX0LuYhbGWPc0nizHOmZPxV1tCnVa57v8lw5MktrPQdcRdOTNDSzb1tWyOtayt+3fKQTol3qbFWgGOMjwOnApqzqbsADIYQDinGMLOlk7Noijy9JktQqnFEjSZIktR8VLTDm9nLzV/qidT7SF4W719GmognjNiaf17zQvVCq3U6yRF62d4AngNnAYpJ9QdYDVVltPgdc0MRjbksKeV0rWuD4xfx9W5Uq9yjWwDHGB0IIZ5LsL9Uxa/yHQghHxxgLWQqxIenfucZmmkmSJLVJJmokSZKk9iOdjLgZ+HMzx3yvmf3bivR+HflI74dR12bs68jdK+cEoNCZO2lLm9m/TiGETwETs6pWA/8HuDnGWFVnp4/7Ht0SMW3j0r9v/01hezXVZVYz+2d7J1XepYhjE2O8N4RwLnALH1976Ak8HEI4Ksb4ShEOkx3z6hjjqiKMKUmS1OpM1EiSJEntR3rPklUxxkdLEknb0zOE0DHGWMiMifTSVqvqaLOc3ETN9BjjB4UG10rOSZW/EGO8Oc++Lbl3SlpsZv+mJOWaIv379lYb+31bmCoPLPYBYox3hhAuAP5Osr8SJO+VR0MIE2OMTU48hRB2JHdGzcImBypJklRi28syBZIkSZIal94IfY+SRNE2lQMjC+yTXiKsro3mt6XX/MCsxyuA2wroO7rIsTQkvWdRep+SxvQtViCNaOs/+zfJXb5vREscJMZ4C3ARuUvl9QEeCyEU+juXLd331WaMJUmSVFImaiRJkqT2Yyq5yzEdHEIoygbi24kj8m0YQtgBGJ9VtZW6l7V6IlU+qglxtZZ+WY8XxBi35tMpM7NhvwKOk15GLRTQF+CjVLlfna3qEELoAwwp8HhN1aZ/9pnl7F7Oqto1hNAiM6NijH8HLiV3NlQ/kmRNUxNY6UTpi00cR5IkqeRM1EiSJEntRIxxE/B4VlU34OIShdMWfa6Atp8hd9mll2KMa+to92CqfHkIoWMd7dqC7IRJpwL6fR4oJOGXfp0KWoosxrgeWJZVNTaEkO9n27MLOVYzTQVWZpWPCiHs1YrHz8fTqXIhCbeCxBj/QrLnUXayZlfg8RDC0CYMmY51clNjkyRJKjUTNZIkSVL78rNU+XshhMEliaTtmRBC+ExjjTKzkL6Xqv5zXW1jjC+RO7NiEPDDJkfYspZmPR4dQqhorEMIYQDwnQKP8xHJDKRqTblIPz3rcS/g2MY6hBB6Al9vwrGaJLPf0S+yQwCua2OJuodS5cNb8mAxxuuAK1PVg0iSNYX+P5Q9A+4DcmcHSZIkbVNM1EiSJEntSIxxMrkXZ/sCDxeyV0QIoSyEcFoI4adFD7D0/hhC2Lu+JzMzN24kN7nwAXBTA2N+i9zlvr4WQvh2CCHvJb9CCANDCD8LIUzIt08TPJv1uBPw40Zi6gvcB1QUcpBMAmNeVtW4EMLuhYwB/CtV/mlmObo6hRC6AbeSJAVa0y+B97PKhwJ3ZJJGeQkhdAshXBlCuKTo0SU/8+xZP0e2wDFyxBh/A/xnqnoISbJmQD5jhBB2BkZlVT0QY4z1tZckSWrrTNRIkiRJ7c/ngHeyyiOAl0IIvwgh7FNXAiGE0CuEcEwI4VpgIXA3cECrRNs6VpHM9OgFPBtC+PfM3is1QggHkSwVdUaq71dijKvrGzjGOAX4Zqr6e8C0EMI5IYRe6T4hhPIQwqgQwuUhhIdINqb/L5Ll6lrK31LlK0IIfw0h7JaKrUcmafAqMC5TPafAYz2c9bgcmBxC+E4I4dMhhGMz77Xqr13q6P8Pcvdb2gd4NISwbyrWLiGE04FpwPHAJmBxgbE2WYyxEjgT2JxV/SlgVgjhP+ubRRJCGBRCOCOE8HfgPZKET9GTTJmk2R1ZVQdlkiAtKsb4/4BvpKp3J0nW9M9jiE+Ru1RfQ4lSSZKkNq9DqQOQJEmS1LpijB+EEE4C7ufji787AF/OfFWGEN4FVpPsw9IbqOti+fakkmTmy9+AHsCvgJ+FEN4kSQgMAuq6gP2nGOPNjQ0eY/xJ5gL4V7Oq9wNuBqpCCG8DKzL1FSSvd0F7tzRXjPHhEMK/gBOzqj8HfC7zOizLxDaU3D1sbgLmU9gSaL8DvsDHe9vsCny3nrYXA5NSsa4IIXwb+HlW9UHA9Mx79z2SpNZQoGtWmyuBc4GBBcTaLDHGp0MInwP+wsff7wCS2H8eQlhCMitrI9CT5H1WK3nXgm4ELss8LgNOA65v6YNmfic6kbuM4HDgsRDCxBjjsnq6Anw66/ES4LGWiFGSJKm1OKNGkiRJaodijDNJEgXpPSoguVi8F8mMmdHUn6R5u2WiK40Y443AVXy82XlnkuWV9qOeJA1weQHj/wdwIcnsnWxlJEs/7Zf52p26kzSr6+hbbOcDU+uoH0byfhhBbpLmFpJESkFijPOAC4A1TYix2rXAH+uoHwBMIHkPVydpqkhmPl3XjOM1WYzxFpJlz+bV8fQuJDOC9id5fetK0mwlST61RGxPA69lVV3QEsep59jfB/5vqnovktlRO9XVJ4TQDzguq+r6GOPWutpKkiRtK0zUSJIkSe1UjHFZjPGTJBuI/xNY21gXkg27fwKMjTF+roVDbHUxxp+T7NNRV7Ki2kzgUzHGS2OMVQ20q2v8v5EkZb5F3Rft01aSLE31OaB/jHFGIccrVIxxFcn74Qcks4zqMws4L8Z4boxxUxOPdQfJDIr/JkkYvkOSuMlrr5EYY1WM8XLgIhpOGj4NHBxj/GVT4iyWGONLJEmIzwHPkyRfGrIReJxkybtBMcaWnOWS/docWsieVc0VY7wa+J9U9VjgkRBCRR1dLuTj1UE2AX9ouegkSZJaR3C/PUmSJEkAIYSOJHf1DwX6kCwdtZYkWTAPmJ3Zc2O7EEJYCFTvv7Ioxjgk9fwewIEkMzQiyRJL02OMs4oYQ/Xsj52BnUhmfnwEvEuy78sbhSaDihhbF5LlxEaRzPLYRDKrY1pmRkybkdlXad/MVx+S/UveAZ6NMb5VytjqE0LoSfL+2pUk5o4ks6Y+AF4H5sYYN7RSLJ2BN0je6wC/ijF+uTWOXYgQQhkwF9gjU/WnGOOlJQxJkiSpKEzUSJIkSWqXGkvUSO1JCOGLwG8zxbUks3hWljCkWkIIZwC3Z4qbgOExxkUlDEmSJKkoXPpMkiRJkiTdAFTPPuoGfKmEsdTna1mPbzBJI0mSthcmaiRJkiRJaucyew39V1bVf4YQepcqnrQQwmkkywQCrAK+U7JgJEmSisxEjSRJkiRJIsZ4F/BoptgT+EYJw6mR2Zvmh1lV34kxLi9VPJIkScXWodQBSJIkSZKktiHGeGypY0iLMVYBe5c6DkmSpJbijBpJkiRJkiRJkqQSMVEjSZIkSZIkSZJUIiZqJEmSJEmSJEmSSiTEGEsdgyRJkiRJkiRJUrvkjBpJkiRJkiRJkqQSMVEjSZIkSZIkSZJUIiZqJEmSJEmSJEmSSsREjSRJkiRJkiRJUomYqJEkSZIkSZIkSSoREzWSJEmSJEmSJEklYqJGkiRJkiRJkiSpREzUSJIkSZIkSZIklYiJGkmSJEmSJEmSpBIxUSNJkiRJkiRJklQiJmokSZIkSZIkSZJKxESNJEmSJEmSJElSiZiokSRJkiRJkiRJKhETNZIkSZIkSZIkSSViokaSJEmSJEmSJKlETNRIkiRJkiRJkiSViIkaSZIkSZIkSZKkEjFRI0mSJEmSJEmSVCImaiRJkiRJkiRJkkrERI0kSZIkSZIkSVKJmKiRJEmSJEmSJEkqERM1kiRJkiRJkiRJJWKiRpIkSZIkSZIkqURM1EiSJEmSJEmSJJWIiRpJkiRJkiRJkqQSMVEjSZIkSZIkSZJUIiZqJEmSJEmSJEmSSsREjSRJkiRJkiRJUon8/3bA8eLW26uFAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 1800x1200 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# plt.imshow(y_2D,origin='lower',extent=[-0.5,0.5,-0.5,0.5],interpolation='nearest')\n", + "# plt.colorbar()\n", + "# plt.title(\"Output from hidden layer {}\".format(i+1))\n", + "# plt.scatter([stars[:,0]],[stars[:,1]],marker='o',c=col,s=5000,zorder=10)\n", + "plt.scatter([stars[:,1]], [stars[:,0]], marker='o', \n", + " s=[2.5*stars[:,2]], c=[stars_colors], cmap=\"RdBu\",\n", + " linewidths=0.5, edgecolors=\"gray\")\n", + "\n", + "\n", + "plt.gca().invert_xaxis()\n", + "\n", + "plt.xscale(\"log\")\n", + "plt.yscale(\"log\")\n", + "plt.xlabel(\"Temperature (K)\")\n", + "plt.ylabel(\"Luminosity $(L_{sum})$\")\n", + "# plt.yticks([10e-4,10e-2,1,10e2,10e4,10e6])\n", + "# plt.xticks([40000,20000,10000,5000,2500])\n", + "plt.gca().text(10e3, 10e4, \"Blue Giants\",fontsize=10)\n", + "plt.gca().text(0.5*10e3, 0.3*10e4, \"Red Supergiants\",fontsize=10)\n", + "plt.gca().text(0.5*10e3, 0.3*10e2, \"Red Giants\",fontsize=10)\n", + "plt.gca().text(1.3*10e3, 3*10e-1, \"Main Sequence\",fontsize=10)\n", + "plt.gca().text(0.52*10e3, 10e-4, \"Main Sequence\",fontsize=10)\n", + "plt.gca().text(0.8*10e3, 10e-4, \"White Dwarfs\",fontsize=10)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Ejercicio No. 2\n", + "\n", + "- Después de tener un diseño de base para el ejercicio No. 1, en este ejercicio\n", + "se pide generar una animación, en la cual se reproduzca el miso gráfico de\n", + "antes pero las estrellas vayan apareciendo progresivamente" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])" + ] + }, + "execution_count": 99, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "l=np.arange(10)\n", + "l" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0]\n", + "[0 1]\n", + "[0 1 2]\n", + "[0 1 2 3]\n", + "[0 1 2 3 4]\n", + "[0 1 2 3 4 5]\n", + "[0 1 2 3 4 5 6]\n", + "[0 1 2 3 4 5 6 7]\n", + "[0 1 2 3 4 5 6 7 8]\n", + "[0 1 2 3 4 5 6 7 8 9]\n" + ] + } + ], + "source": [ + "for j in range(10):\n", + " print(l[:j+1])" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "<Figure size 1800x1200 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "ename": "ValueError", + "evalue": "Image size of 18135473x90600164 pixels is too large. It must be less than 2^16 in each direction.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m 339\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 340\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 341\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mprinter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 342\u001b[0m \u001b[0;31m# Finally look for special method names\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 343\u001b[0m \u001b[0mmethod\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_real_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_method\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/IPython/core/pylabtools.py\u001b[0m in \u001b[0;36m<lambda>\u001b[0;34m(fig)\u001b[0m\n\u001b[1;32m 246\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 247\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m'png'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mformats\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 248\u001b[0;31m \u001b[0mpng_formatter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfor_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mFigure\u001b[0m\u001b[0;34m,\u001b[0m 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"\u001b[0;32m~/.local/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, width, height, dpi)\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwidth\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheight\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mheight\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_renderer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_RendererAgg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheight\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m 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It must be less than 2^16 in each direction." + ] + }, + { + "data": { + "text/plain": [ + "<Figure size 1800x1200 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "stars_colors\n", + "stars\n", + "for j in range(len(stars)):\n", + " clear_output(wait=True) # for animation\n", + " \n", + " if j<4:\n", + " plt.scatter([stars[:j+1,1]], [stars[:j+1,0]], marker='o', \n", + " s=[2.5*stars[:j+1,2]],\n", + " linewidths=0.5, edgecolors=\"gray\")\n", + " \n", + " else:\n", + "\n", + " plt.scatter([stars[:j+1,1]], [stars[:j+1,0]], marker='o', \n", + " s=[2.5*stars[:j+1,2]], c=[stars_colors[:j+1]], cmap=\"RdBu\",\n", + " linewidths=0.5, edgecolors=\"gray\")\n", + " \n", + " plt.gca().invert_xaxis()\n", + " \n", + " plt.xscale(\"log\")\n", + " plt.yscale(\"log\")\n", + " plt.xlabel(\"Temperature (K)\")\n", + " plt.ylabel(\"Luminosity $(L_{sum})$\")\n", + "\n", + " plt.show()\n", + " sleep(0.1)\n", + " \n", + " if j==len(stars)-1:\n", + " plt.gca().text(10e3, 10e4, \"Blue Giants\",fontsize=10)\n", + " plt.gca().text(0.5*10e3, 0.3*10e4, \"Red Supergiants\",fontsize=10)\n", + " plt.gca().text(0.5*10e3, 0.3*10e2, \"Red Giants\",fontsize=10)\n", + " plt.gca().text(1.3*10e3, 3*10e-1, \"Main Sequence\",fontsize=10)\n", + " plt.gca().text(0.52*10e3, 10e-4, \"Main Sequence\",fontsize=10)\n", + " plt.gca().text(0.8*10e3, 10e-4, \"White Dwarfs\",fontsize=10)\n", + " \n", + " plt.show()\n", + " sleep(0.1) # wait a bit before next step \n", + " #(probably not needed)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}