{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "[Python para Desenvolvedores](http://ricardoduarte.github.io/python-para-desenvolvedores/#conteudo)\n", "===================================\n", "2ª edi\u00e7\u00e3o, revisada e ampliada\n", "-----------------------------------\n", "\n", "Cap\u00edtulo 32: Processamento Num\u00e9rico\n", "=============================\n", "_____________________________\n", "No Python, al\u00e9m dos recursos matem\u00e1ticos que fazem parte da distribui\u00e7\u00e3o padr\u00e3o, o processamento num\u00e9rico pode ser feito atrav\u00e9s do NumPy e outros pacotes que foram constru\u00eddos a partir dele.\n", "\n", "NumPy\n", "-----\n", "[NumPy](http://numpy.scipy.org/) \u00e9 um pacote que inclui:\n", "\n", "+ Classe *array*.\n", "+ Classe *matrix*.\n", "+ V\u00e1rias fun\u00e7\u00f5es auxiliares.\n", "\n", "Arranjos\n", "--------\n", "A classe *array* implementa um arranjo homog\u00eaneo mut\u00e1vel com n\u00famero arbitr\u00e1rio de elementos, semelhante \u00e0 lista comum do Python, por\u00e9m mais poderosa.\n", "\n", "Exemplos:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import numpy\n", "\n", "# Criando arranjos\n", "\n", "print 'Arranjo criado a partir de uma lista:'\n", "a = numpy.array([0, 1, 2, 3, 4, 5, 6, 7, 8])\n", "\n", "print a\n", "# [0 1 2 3 4 5 6 7 8]\n", "\n", "print 'Arranjo criado a partir de um intervalo:'\n", "z = numpy.arange(0., 4.5, .5)\n", "\n", "print z\n", "# [ 0. 0.5 1. 1.5 2. 2.5 3. 3.5 4. ]\n", "\n", "print 'Arranjo de 1s 2x3:'\n", "y = numpy.ones((2, 3))\n", "\n", "print y\n", "# [[ 1. 1. 1.]\n", "# [ 1. 1. 1.]]\n", "\n", "print 'Arranjos podem gerar novos arranjos:'\n", "# numpy.round() \u00e9 uma fun\u00e7\u00e3o do numpy\n", "# semelhante ao builtin round(), por\u00e9m aceita\n", "# arranjos como par\u00e2metro\n", "cos = numpy.round(numpy.cos(z), 1)\n", "\n", "print cos\n", "# [ 1. 0.9 0.5 0.1 -0.4 -0.8 -1. -0.9 -0.7]\n", "\n", "print 'Multiplicando cada elemento por um escalar:'\n", "print 5 * z\n", "# [ 0. 2.5 5. 7.5 10. 12.5 15. 17.5 20. ]\n", "\n", "print 'Somando arranjos elemento por elemento:'\n", "print z + cos\n", "# [ 1. 1.4 1.5 1.6 1.6 1.7 2. 2.6 3.3]\n", "\n", "print 'Redimensionando o arranjo:'\n", "z.shape = 3, 3\n", "\n", "print z\n", "# [[ 0. 0.5 1. ]\n", "# [ 1.5 2. 2.5]\n", "# [ 3. 3.5 4. ]]\n", "\n", "print 'Arranjo transposto:'\n", "print z.transpose()\n", "# [[ 0. 1.5 3. ]\n", "# [ 0.5 2. 3.5]\n", "# [ 1. 2.5 4. ]]\n", "\n", "print '\"Achata\" o arranjo:'\n", "print z.flatten()\n", "# [ 0. 0.5 1. 1.5 2. 2.5 3. 3.5 4. ]\n", "\n", "print 'O acesso aos elementos funciona como nas listas:'\n", "print z[1]\n", "# [ 1.5 2. 2.5]\n", "\n", "print 'Caso especial, diferente da lista:'\n", "print z[1, 1]\n", "# 2.0\n", "\n", "# Dados sobre o arranjo\n", "\n", "print 'Formato do arranjo:'\n", "print z.shape\n", "# (3, 3)\n", "\n", "print 'Quantidade de eixos:'\n", "print z.ndim\n", "# 2\n", "\n", "print 'Tipo dos dados:'\n", "print z.dtype\n", "# float64" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Arranjo criado a partir de uma lista:\n", "[0 1 2 3 4 5 6 7 8]\n", "Arranjo criado a partir de um intervalo:\n", "[ 0. 0.5 1. 1.5 2. 2.5 3. 3.5 4. ]\n", "Arranjo de 1s 2x3:\n", "[[ 1. 1. 1.]\n", " [ 1. 1. 1.]]\n", "Arranjos podem gerar novos arranjos:\n", "[ 1. 0.9 0.5 0.1 -0.4 -0.8 -1. -0.9 -0.7]\n", "Multiplicando cada elemento por um escalar:\n", "[ 0. 2.5 5. 7.5 10. 12.5 15. 17.5 20. ]\n", "Somando arranjos elemento por elemento:\n", "[ 1. 1.4 1.5 1.6 1.6 1.7 2. 2.6 3.3]\n", "Redimensionando o arranjo:\n", "[[ 0. 0.5 1. ]\n", " [ 1.5 2. 2.5]\n", " [ 3. 3.5 4. ]]\n", "Arranjo transposto:\n", "[[ 0. 1.5 3. ]\n", " [ 0.5 2. 3.5]\n", " [ 1. 2.5 4. ]]\n", "\"Achata\" o arranjo:\n", "[ 0. 0.5 1. 1.5 2. 2.5 3. 3.5 4. ]\n", "O acesso aos elementos funciona como nas listas:\n", "[ 1.5 2. 2.5]\n", "Caso especial, diferente da lista:\n", "2.0\n", "Formato do arranjo:\n", "(3, 3)\n", "Quantidade de eixos:\n", "2\n", "Tipo dos dados:\n", "float64\n" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ao contr\u00e1rio da lista, os arranjos sempre s\u00e3o homog\u00eaneos, ou seja, todos elementos s\u00e3o do mesmo tipo.\n", "\n", "Matrizes\n", "--------\n", "A classe *matrix* implementa opera\u00e7\u00f5es de matrizes.\n", "\n", "Exemplos:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import numpy\n", "\n", "print 'Criando uma matriz a partir de uma lista:'\n", "l = [[3,4,5], [6, 7, 8], [9, 0, 1]]\n", "Z = numpy.matrix(l)\n", "print Z\n", "# [[3 4 5]\n", "# [6 7 8]\n", "# [9 0 1]]\n", "\n", "print 'Transposta da matriz:'\n", "print Z.T\n", "# [[3 6 9]\n", "# [4 7 0]\n", "# [5 8 1]]\n", "\n", "print 'Inversa da matriz:'\n", "print Z.I\n", "# [[-0.23333333 0.13333333 0.1 ]\n", "# [-2.2 1.4 -0.2 ]\n", "# [ 2.1 -1.2 0.1 ]]\n", "\n", "# Criando outra matriz\n", "R = numpy.matrix([[3, 2, 1]])\n", "\n", "print 'Multiplicando matrizes:'\n", "print R * Z\n", "# [[30 26 32]]\n", "\n", "print 'Resolvendo um sistema linear:'\n", "print numpy.linalg.solve(Z, numpy.array([0, 1, 2]))\n", "# [ 0.33333333 1. -1. ]" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Criando uma matriz a partir de uma lista:\n", "[[3 4 5]\n", " [6 7 8]\n", " [9 0 1]]\n", "Transposta da matriz:\n", "[[3 6 9]\n", " [4 7 0]\n", " [5 8 1]]\n", "Inversa da matriz:\n", "[[-0.23333333 0.13333333 0.1 ]\n", " [-2.2 1.4 -0.2 ]\n", " [ 2.1 -1.2 0.1 ]]\n", "Multiplicando matrizes:\n", "[[30 26 32]]\n", "Resolvendo um sistema linear:\n", "[ 0.33333333 1. -1. ]\n" ] } ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "O m\u00f3dulo *numpy.linalg* tamb\u00e9m implementa fun\u00e7\u00f5es de decomposi\u00e7\u00e3o de matrizes:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from numpy import *\n", "\n", "# Matriz 3x3\n", "A = array([(9, 4, 2), (5, 3, 1), (2, 0, 7)])\n", "print 'Matriz A:'\n", "print A\n", "\n", "# Decompondo usando QR\n", "Q, R = linalg.qr(A)\n", "\n", "# Resultados\n", "print 'Matriz Q:'\n", "print Q\n", "print 'Matriz R:'\n", "print R\n", "\n", "# Produto\n", "print 'Q . R:'\n", "print int0(dot(Q, R))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Matriz A:\n", "[[9 4 2]\n", " [5 3 1]\n", " [2 0 7]]\n", "Matriz Q:\n", "[[-0.85811633 0.14841033 -0.49153915]\n", " [-0.47673129 -0.58583024 0.65538554]\n", " [-0.19069252 0.79672913 0.57346234]]\n", "Matriz R:\n", "[[-10.48808848 -4.86265921 -3.52781158]\n", " [ 0. -1.16384941 5.28809431]\n", " [ 0. 0. 3.68654364]]\n", "Q . R:\n", "[[9 4 2]\n", " [5 3 1]\n", " [2 0 7]]\n" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "O NumPy serve de base para diversos outros projetos de c\u00f3digo aberto, como o Matplolib e o SciPy, que complementam o Numpy de v\u00e1rias formas.\n", "\n", "SciPy\n", "-----\n", "[SciPy](http://www.scipy.org/) \u00e9 um pacote que expande o NumPy com outras funcionalidades voltadas para a \u00e1rea cientifica.\n", "\n", "Entre os m\u00f3dulos que fazem parte do pacote, temos:\n", "\n", "+ linalg: fun\u00e7\u00f5es de \u00e1lgebra linear.\n", "+ fftpack: transformada de Fourier.\n", "+ integrate: fun\u00e7\u00f5es de integra\u00e7\u00e3o.\n", "+ interpolate: fun\u00e7\u00f5es de interpola\u00e7\u00e3o.\n", "+ optimize: fun\u00e7\u00f5es de optimiza\u00e7\u00e3o.\n", "+ signal: processamento de sinais.\n", "+ special: fun\u00e7\u00f5es especiais (Airy, Bessel, etc).\n", "\n", "Exemplo:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from numpy import arange, cos, sin\n", "\n", "# Duas fun\u00e7\u00f5es do SciPy para processamento de sinais\n", "from scipy.signal import cspline1d, cspline1d_eval\n", "\n", "# Duas fun\u00e7\u00f5es do Matplotlib para gerar um gr\u00e1fico\n", "from pylab import plot, show\n", "\n", "x0 = arange(20) # X original\n", "y0 = cos(x0) * sin(x0 / 2) # Y a partir de X\n", "dx = x0[1]-x0[0] # Diferen\u00e7a original\n", "x1 = arange(-1, 21, 0.1)\n", "\n", "# Coeficientes para arranjo de 1 dimens\u00e3o\n", "cj = cspline1d(y0)\n", "\n", "# Avalia o Spline para um novo conjunto de pontos\n", "y1 = cspline1d_eval(cj, x1, dx=dx,x0=x0[0])\n", "\n", "plot(x1, y1, '-g', x0, y0, '^y') # Desenha\n", "show() # Mostra o gr\u00e1fico" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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"text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Al\u00e9m do SciPy, existe tamb\u00e9m o [ScientificPython](http://sourcesup.cru.fr/projects/scientific-py/), que \u00e9 outro pacote que implementa rotinas para uso cientifico.\n", "\n", "Matplotlib\n", "----------\n", "Existem v\u00e1rios pacotes de terceiros para a gera\u00e7\u00e3o de gr\u00e1ficos dispon\u00edveis para Python, sendo que o mais popular deles \u00e9 o Pylab / [Matplotlib](http://matplotlib.sourceforge.net/).\n", "\n", "O pacote tem dois m\u00f3dulos principais:\n", "\n", "+ matplotlib: m\u00f3dulo que oferece uma abstra\u00e7\u00e3o orientada a objetos aos recursos do pacote.\n", "+ pylab: m\u00f3dulo que oferece uma cole\u00e7\u00e3o de comandos que se assemelha ao Matlab, e \u00e9 mais adequado para o uso interativo.\n", "\n", "Exemplo:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from pylab import *\n", "\n", "ent = arange(0., 20.1, .1)\n", "\n", "# Calcula os cossenos da entrada\n", "sai = cos(ent)\n", "\n", "# Plota a curva\n", "plot(ent, sai)\n", "\n", "# Texto para o eixo X\n", "xlabel('entrada')\n", "\n", "# Texto para o eixo Y\n", "ylabel('cosseno')\n", "\n", "# Texto no topo da figura\n", "title('Cossenos')\n", "\n", "# Ativa a grade\n", "grid(True)\n", "\n", "# Apresenta a figura resultante na tela\n", "show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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88IHqxsmA0WMYtoHIlspAZh9xS9RPQijbAVBK1OfVq0BFBV/6rGdsM0F3BEPm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\nZNCg1ttIRP8kwahDiGBUVFQ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"text": [ "" ] } ], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Outro exemplo:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from pylab import *\n", "\n", "# Dados\n", "ent1 = arange(0., 7., .1)\n", "sai1 = cos(ent1)\n", "sai2 = sin(ent1)\n", "dif = sai2 - sai1\n", "\n", "# Divide a figura em 2 linhas e 1 coluna,\n", "# e seleciona a parte superior\n", "subplot(211)\n", "\n", "# Plota a curva\n", "# Primeira curva: ent1, sai1, 'bo:'\n", "# Segunda curva: ent1, sai2, 'g^-'\n", "plot(ent1, sai1, 'bo:', ent1, sai2, 'g^-')\n", "\n", "# Cria uma legenda\n", "legend(['Cossenos', 'Senos'])\n", "\n", "# Seleciona a parte inferior\n", "subplot(212)\n", "\n", "# Desenha barras\n", "# Eixo X: arange(len(dif)) + .5\n", "# Eixo Y: dif\n", "# Largura das barras: .5\n", "# Cor: #ccbbaa\n", "bar(arange(len(dif)) + .5, dif, .5, color='#ccbbaa')\n", "\n", "# Salva a figura\n", "savefig('graf.png')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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IhJkzZ8Lb2xubNm0CAERHR2PUqFE4ePAg3N3dYWVlhS1bFM+uF5wbbHBPYGui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\nl/ZeQnuz9gov9WzJD4Kmx2p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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "O pacote tem fun\u00e7\u00f5es para gerar gr\u00e1ficos de barra, linha, dispers\u00e3o, pizza e polar, entre outros.\n", "\n", "Exemplo usando *matplotlib*:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import os\n", "\n", "import matplotlib\n", "matplotlib.use('Agg')\n", "from matplotlib.figure import Figure\n", "from matplotlib.backends.backend_agg import FigureCanvasAgg\n", "\n", "def pie(filename, labels, values):\n", " \"\"\"\n", " Gera um diagrama de Pizza e salva em arquivo.\n", " \"\"\"\n", "\n", " # Use a biblioteca Anti-Grain Geometry\n", " # matplotlib.use('Agg')\n", "\n", " # Cores personalizadas\n", " colors = ['seagreen', 'lightslategray', 'lavender',\n", " 'khaki', 'burlywood', 'cornflowerblue']\n", "\n", " # Altera as op\u00e7\u00f5es padr\u00e3o\n", " matplotlib.rc('patch', edgecolor='#406785',\n", " linewidth=1, antialiased=True)\n", " # Altera as dimens\u00f5es da imagem\n", " matplotlib.rc('figure', figsize=(8., 7.))\n", "\n", " # Inicializa a figura\n", " fig = Figure()\n", " fig.clear()\n", " axes = fig.add_subplot(111)\n", "\n", " if values:\n", " # Diagrama\n", " chart = axes.pie(values, colors=colors, autopct='%2.0f%%')\n", "\n", " # Legenda\n", " pie_legend = axes.legend(labels)\n", " pie_legend.pad = 0.3\n", "\n", " # Altera o tamanho da fonte\n", " for i in xrange(len(chart[0])):\n", " chart[-1][i].set_fontsize(12)\n", " pie_legend.texts[0].set_fontsize(10)\n", "\n", " else:\n", " # Mensagem de erro\n", " # Desliga o diagrama\n", " axes.set_axis_off()\n", " # Mostra a mensagem\n", " axes.text(0.5, 0.5, 'Sem dados',\n", " horizontalalignment='center',\n", " verticalalignment='center',\n", " fontsize=32, color='#6f7c8c')\n", "\n", " # Salva a figura\n", " canvas = FigureCanvasAgg(fig)\n", " canvas.print_figure(filename, dpi=600)\n", "\n", "# Testes\n", "pie('fig1.png', [], [])\n", "pie('fig2.png', ['A', 'B', 'C', 'D', 'E'],\n", " [6.7, 5.6, 4.5, 3.4, 2.3])\n", "\n", "# Para exibir o gr\u00e1fico no IPython Notebook\n", "from IPython.display import Image\n", "img = Image(filename='fig2.png')\n", "img" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "png": 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Z/9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+PRF97IqREAAAAQYQAWAAAAwKZotzvxhdvuz8xN9FejViltfSEAAAAAejJUr0SxkKRmSsv1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\nm06zFp1mPVERAAAAAKQ10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MDGttycj6Xm7ah1B1bcHDlzIT68diMemhhNWAYAAMBm4QAW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CAAsAAAAeNDSA1RfAAgAAAIBJKcoyJ1baObnW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\n7bff/K7Hzz//c7HzzrtkkgUAWkpjUyl1plCXQRAAAAB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41cLpdxKwAAAAAaxQAWAAAAAHQShXw+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\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"prompt_number": 15, "text": [ "" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Existem *add ons* para o Matplotlib, que expandem a biblioteca com novas funcionalidades, como \u00e9 o caso do Basemap.\n", "\n", "Exemplo com Basemap:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from mpl_toolkits.basemap import Basemap\n", "from matplotlib import pyplot\n", "from numpy import arange\n", "\n", "# Cria um mapa usando Basemap\n", "mapa = Basemap(projection='robin', lat_0=-20, lon_0=-50,\n", " resolution='l', area_thresh=1e3)\n", " \n", "# desenha a costa dos continentes\n", "mapa.drawcoastlines(color='#777799')\n", "# Desenha as fronteiras\n", "mapa.drawcountries(color='#ccccee')\n", "# Pinta os continentes\n", "mapa.fillcontinents(color='#ddddcc')\n", "# Desenha os meridianos\n", "mapa.drawmeridians(arange(0, 360, 30), color='#ccccee')\n", "# Desenha os paralelos\n", "mapa.drawparallels(arange(-180, 180, 30), color='#ccccee')\n", "# Desenha os limites do mapa\n", "mapa.drawmapboundary()\n", "\n", "# Salva a imagem\n", "pyplot.savefig('mapa1.png', dpi=150)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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9/W6ys1N4/PE38HjiBeU110yP0xB8vmQkKYROF2vHlWXN42s0xnvgR0JqqoXa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RAAAg\nAElEQVRHh4yi6EnVLv11xD76aB+bN6fWeZrNIUKhDAKBbAQhhK5rmEzaoG2+cYLzcDgNWXYBUSRJ\njQllWjh58iThcDMrV85Elt1IUi+RSDp2e58CcVdXiM8+q+fee29KkqYaCj090Rjt5cQ8fz5fFKvV\nlJDXAcjLM9jyamo6cTolXnnlQ0TRxP79F6iuzqepqTNhOEXRxNy5ZWRkGHHwP/7xPRob28jNdVFQ\n0EEolJXgW3jqqfs5dy5IcbFjQHum6zo1NY24XG7a29tTvo9jUKPb0tKSdCCXA1XVJ9To+v0TG9M9\nedLH1KnOCUvezZ6d9v9LT/eJJ14CDKXcwWB4afZEUb+h72UYV7PZyOjHWf4lKYjPlwcICIKKotiw\n2XooKvLypz99wGOP3XPZjsFYerojgccjDZlouvba+Xg8Tr78spVAIAuTyajpBSM0IIoqH310EpNJ\no7ExOQl2771zU+57i8XP+fNBTp48R0aGSkaGnZKSShYvLiQa1ZGkEJIUQtNMCEI0cV+dPt3Jrl2N\nCU7kkcLrlSb02fN4pBTbEo+YlpTkc/KkUV0TT8geO2acswMHapg3bxqCIHDnndfw5z9voaamAVmO\nUF6ewfLlRUSjLiwWP/feO5fnnz/A1q0HWbJkdtKzFwzKnD7dwOzZpbz44gZOnWogOzufnp7BBT+H\nDC+MldE1isUnzug6neYJNfIVFe5R9e9fLg4e7Ka62jshhlcQRubpfvjhXhwOB9OmFVFVNXARvaaZ\nCAYzMJvDmEwqsuxEUewxGRsj5mhwwNrw+/OQpCBOZ2tCSyyO+fPzefvtEzQ2to/KIAyEsfZ0h4Pf\nryDLGnl5gz9b77yzndLSYnTdhN3ejs+XhyiGcTgCCIKG0+mirs7IoE+fnkVBgZuPPjrH888f4P+j\n7rzD4yrPtP8704tmRr3bki3Jkgu2scFgTK8xBFNMJ4RU8u0mWbJf+Bay2QRCQtvdXGyS3SUhBJJA\nkjU1BAwO2MbGDmDj3mXL6r2Ops+p3x/HM7as4pE0Z5K9r4tr8GjO+545c87zPu9T7vvOOxfg8Zz8\nvUIhN6BSWCiwf38/ZrOZWbPqWLRoJCm4LoCpX4d9+3o4cmSQr3zls5SV5TMZBIMyTqc5I/kGOEnh\neqqhnzWrhEcf/RLf//7zOJ027HYTs2Zls2dPN9GoTGlpKa+99iFLluiVWYFAhGPHOqiqqkZRFJYu\nrSIePymvJAj62O+/vwOnM5/3399MNBqlvDyf9nbdo12wYDb19XpttdebSyQSYjyMqxyxZ88errvu\nm+zdewyn04fLZaW/X8RmM9HXF5/Ua09PHLvdzNDQ1I6f7Gt7exSn08zgYGbmO3QogNttydh8CS5R\n479XD+vXb8ftLsDns07w+8Z4662tzJtXzYIFeUQihUiSA0lyYjZLxONeTCaZaDQHUDGZNByOYXp6\nbPj9/Se2iCqKcrKO1OHwoyh2LBYxeXw87kXTRPbsEYlEIrhc2WRl2QgEtCl/T5NJL3Nyu82GX8++\nvjgul4VwWMbhGP9z3d1Rurt7qasrxmSSURSdkUxVrZjNEpKUQ09PD3fccTGVlVm4XEUsXJiLxZJP\nebkTUfQlr9fAQAS320pDQwczZswiJyeHWEwhP98y4roKgkw87qOrq4fh4SxWr74ITXNM+vs5nWaC\nQRm73fj7s68vjt1uIhAYPZ/TacHnyycvLwuz2cPcudnMn19LU1MfRUVFLFgwE5crB5vNRH+/yL59\nR7n44jqqqqxomilZp2wyyYRCbhobe7nggnPYt+8IZWVlhMNhCgtLiUQiXH/9FRQUeOjpiRGJRJg/\n/ywOH/6Ue++9d0yje8Y63ePH29m8eQdPPvk7jhxp5LHHXmRoyH/iwdCZvM70qsdcUv/8dF91lVzj\n50m8lpc7sdtNGZtPl7E3/no2NbVz7Fg7WVmmCT/X0NCCLMvMn+/DZovidA5hscRRFAeKYj0hE66e\n8HA1zGYRTVPYu/cYW7cepr6+k1deOUBjY9cJAUQPgqAmjzv1dcOGBgKBALIsc/hwI//5n2/w6qsb\neeyxF5EkcdLf02zW789M/G4Oh5loVOeVHu/vjY2dBAIBcnIsJ8hsdMlz3eCKHDrUi6IoFBc7R1wX\nh8PEwoXZmM0k31fVGNGoDYvFhsWShdlsJjs7m7a2njGvbzQaZ/PmJs45p5rsbPeUvl84rGAyCRm7\nnuGwgtU69u9XV1dGcXEuPp+DzZubcblUNE0hEAiQleVM/u5erx1ZltmypR5d4mjkddm69RiyLFNX\nV8bMmTMxmTRkWSYQCLBy5bnU1BQjCCTvy4aGiZPJ45aMvfrqq3z0USc228mAf3FxNt3dJ2sw58+v\n4NJLz6a0NH9U7/ILL7yL02nnjjsup68vhsNhwuPJTANBV1eU7GxbxkrGDh4cpqYmMyVckLkStYGB\nAPv2NVJRUT0hg9rLL39AY2MbN988N7nNi0azsVpDxOM5OBxDJDhfY7GcZPInEdsUBFi3roG2tgBe\nr53bb1+ALlOucOhQH9u2dWCzmRHFMzeE3HXXFSxYMJtUW3sjEZloVMkYeZAk6erD42myRSJxHn30\nN6xcWc2MGXpjQ2KXIEntHDli5tixo0SjsQnL8kBX0S0qmsPs2QWsW/cX8vK8DA9HWLFiPnl50oju\ntN27u+jrs5GVJSQZs6aCcFjGajVl7FkIBiUcjvET5z/60YtJ6sWbbqojL8/FH/6wn3BYr3/+v//3\nVgoLc3jqqd8zNBQadU0bG4dYv76RGTMKmD27lAMH2hga8qOqeozY53MzPHyyUaWsLJ+XXnqKnJwc\n1q1bN+Y5jRte6OrqYseOIyxcWMvQkB6fCIViZGU5EUWZFStmADJvvvkpO3ceRxTjFBbmkBB4W7v2\nE1pbe7nyyqVs2bKfP/3pLxw61MiSJTWGGwtN44R3nZlYXV6eHYslM6oRAHv3DlNYODVhysnA5bJT\nUVGE2Txxh9/Bg800NfXS3R2iurqYeNyH2SxhtcYxm6MMDWUTjXpQlGwEQebgwUbeeusou3Z1sWtX\nF/PmFTBvXgEul5W+PhWnczYffLCLjz5qp6NDl5tRFD2EcHrS6wtfWMyyZWUUF2dx7Ngg+/c3sWHD\nLtav38n27Yfx+dwUFY1PEagoGqqqZSwJ6veLRCLKuCWNVquF9et30tAwSF1dLaKYgyhmYTZLfPLJ\ncVTVQk+PngxaurR0wrkOHYpSXV2NxWJj9+69DA4OE4lEWLEiF0VxIklZJ3YkKmvXHsPv9/Otb906\nrft4cFDEZEpd6HO66O8X0Skexza6558/j6qqMpxOO01NPcyenUNJSRZHjuix2E8+OcT69Tv5+7+/\ngY8/PkR9vV5O1tAwSHa2g/ffP44sqzz00F08//y7rFhxLu3tXSiKwv33r+acc2ppaupkxoxCli2r\nY9euY5SW1hKJdHH77bePeU7jGt1oNEpDg5+iohz6+09SxomizK23zmPmTF0xdsmSEoqLZ3LsWANr\n1+7gz3/+lOrqMlatWpGkf/N6s9E0lT17jrJhwy4uvnjRhKw+04XfL43SUDISR48GcbstGSuTKSy0\nYzJlphlDVfWdQ07O+LsURVEZHlZYtiwfTSvH5erHYtFbIwcGwrzxxnYOH27A683j+PFu9u1rBmDl\nymoaGgbZt6+HnTu7aG0dJhaL0dTURDQqk5/vYtWqWg4c6OXSSyu54orZ5OQ4WbaslAMH+sjPd7Jg\ngV5b6XJZ2b27m4ICF9XVuQiCwIwZHrZtO8aOHUc577y5Y14vUdQZ6TIl62S1mrDbTRNm+C+77Gw2\nbtyFx1NCQYGM2z2A1RrF5/Phdlu56KJiFi0qOmOVgCjG6e6OUFLiIy8vzuBglJtvruPFF/dRUGAm\nN9eGKHrYvv0o/f0Rnnjiq9NeyBPKyplMTibCBGNBp3b0MmtWMRs37sNk0qioyKauLp/9+3uZO7eC\n/v5hrrlmGdFonKamHtrbA/T1RThwoDfZrXjllUvZsGEXw8MhQiHdCa2vb+Oaa86lrq6CP/5xa5Ix\nz2KxoWmDrFq1asxzGje8EAqFqKlZwPbt24nFRH71q9FsPwlXPBrVt4ySpPDCC3o84957r0kqwfb2\nhhgcDPLrX78FwD33XM38+ZUpXdCpQE/MZC6DqihaxowgwN69fubP92akNCeVjrTvfvc5brjhGpxO\nDbs9MIpURZYttLWZEAQPu3bt4pprSnC7dSOe0MNK4Kqr5pGXV43Xe7K4PBqVcDpHzj84GMXhsOBy\nTVzKdur4N998MQsXzh7RRpzOjrRU0N+vkwedqV02Hpf4xS/eZNGiOny+HMCMxRId0ZV2Jrz66iGW\nLbuEnJwoHo9uKDRNo6FhkKqqXEwmgWjUxfr1DcyalcuqVSum+e2gszOKz2fNWKNQS0uY0lJnSg5P\nR0c/v/rV2yxbVkpBgYtXXjk0ShtNkmQEQeeOfv75tfh8WdTUlLN4cTVvvfURFkseH374YbIs7ckn\n70PTNA4dasHnc1NSkkdZWRn33vt5nnrqqTHPY0JhSkEQaGlpYebMmcnOjQsumM9HHx1Mfua++5Ym\njW4Chw/3sWVLKzfddBEbNuzEbndjNpvp7u6msrKYO+64nCef/D1///c3MnPm9DveTkd/v57F9Hoz\nw4XQ0BCisNCesfkSP1lmPF2NpqYwVVXjx3QfeuhZFi0qYsmSGiyW6AijoEvZFEzIG5CI7ZpMJwnF\n0/nVYjGZLVtaaWrS79FTH7RMx3QTPM+pOARHjrRy5Iif6moTFosFk0nEZFI5VQBz4uP7CQRymDlT\npLjYOeZnElLnjz/+FdLRDBUM6rLomfJ0/X4Rr9easofe3t7Hf/7nG8l/3377ZZx11uwJW40TePrp\nV5EkmD+/jC1b9gOMKWjp9Xp5/PHH+cY3vjHmOBMuRxaLhSNHjlBaWkZHRx8AH310kCefvI933tnG\nhx/uZWgoisORg6adfFBqa/Ox2cy88cYWcnM9xGIxPB4PRUU5fPnL1yZ/3P/+7z9y7rm13HjjRWkN\nNzidmd3ezJ7tzmhH2qFDAaqqsjIShzSZBPLybCNaH09HcXEu+/f3smBBIVbrSI9Rlh1YrZEJr8+p\nD4yqWgmFivD52tNy/gAOh4WrrppNJCLx0kv7EEUZm82SnDuT94rfr1dY5Oef2chXVhazbt0eCgpK\nycvLQlVtxONO3G49HnmmBcrptGCz5dPb20Zx8difiUb1BGdjY9cIZdupYmhIOlHWaPy9qWkaAwPj\nkzGNhfLyAu699xp+8xtdx2zNmg9Ys+YDLrzwLLq6+rFYLFRUFGGxWFi+fN6IVvNVq1bQ369w9tlF\nFBfnkZU1dptyLBZj9uzxyYEmtHQOh4ONG5v5l3/5FSUlepF0gsru7LOrAXjllUNoms4lGgzGefbZ\nnTz33K7kA7p4cQ33338Ld999Ff/4j7ditVowm018+9u3UVaWx6ef1vPcc2t56aX3icfTw0kry1pG\nSb5bWyMMDWWGdBtg3jwvdnvmujH6+yf+Xf7hH25m+fL5bN8+Wr01FstJUgSmgoRKrRFIhCKOHz8Z\nush0R1p2ti3lHZHDYaOkJIu+vl5stjA2W5hEh5os2wiHCwiHixDFsZtRysu97N+/n54ekV27uggE\nRrdp19ToScaiovTIcmWyBRgStKOTWzTnzq1g8WKdJzzRSLJ16378/mEgwnvv7eCddz5h//5GNE1D\n0zREUaaiooizzirGZrOyaFEVNTUzUFWV9et38uKL7yV3oJIkMX/+/HHnn9DT9fl8aJpKXV0FNptl\nhCv9P/+zMfn/W7ceZ84cL++9dzLssH59I9XVuWzcuIu6ugocDs+IsQsKsvnmN1fz2mub+fTTegAO\nHGgC4IknvjqtrbPdbsqYCCbo8jmZ9HSPHg1RVubMGKnPmeKPJpOJyy9fwk9+8gptbcPMmHGSIcts\njo+p7TUeVNVCKFScVk/35Nh6feyp0i6CIGQkNp7A0JCI1WpKmX951qxS1q/fzsKFesLQbh8mGs1D\nEFRcLj3TLoqeUcdpmsaBA0EWLjyLSCTKjh070DRtVMVDLKY7Jx7PxFI8qWIqGmlThSRpBIPyhEne\n8XDHHVewcuX5NDS08+abf0EUZQYGIgwMnFTnePnlTbz88qbkv3NzcyktLeXAgZEqyBaLCVlWaW7u\nxm7XDe+MGeO3wk94dYqKijhw4C2eemrtqL/dd9/1hMMxcnKyeOWVLWzdqhvMJUuque22yzl0qJnf\n/vY9ysu9/PKXb7No0XwkKTiKDGTVqhVoGlx00UJ+9rPXkWWFdeu2s3LleROd2oRQVY3hYSljGemE\nPlpJydhxs3Qjk3LvcPJBmmjH6HY7qK2dyQcfHOfzn1+UfN/h8BMKlZCV1YmiOLBao8m/JTS9Tm3x\nNZlkwzzd557TVRxyck4aqcx7uqnHH0FXPDhVushkUnG7+5L/1nkZRp9/ff0AglDCJ598gs9n58Yb\nL8Jkgn372lmwwJU8h0RCs6/PP6EIZCrQNI3cXFvGwjVms0B29tTzKD6fm6VLa1m6tBbQGceOH+9E\nEASef/4dCgtzRqhWiKJIY2Nj8t85OVkMDYWQZRWv10VRUQ7vv/9nbDbbhPHxCa1SRUXFuAzobrcj\nSb12552XEonEOXq0jQULZgEwb14lV111Du+/vwOAYDDKsWNN3HnnyHGsVgu33HIJoiiTn+8jEAiz\nefNeli6dQ2Hh1LY8Vqspo9SORUWOjHq6jY1h8vMzR5qel2dP6ftdd91ydu48SigkkpWlP8wmk4rL\n1Uc87kNRrFitUTQNYjEvYEJVTbjdg8kxdE+3BJ+vbZxZpoZEEu2SSxaNeF8QMsuA198vkpVlwedL\nzbu+556ree21D8aNqQuCMqYgZXm5l64umWuvvQSPpw+TaQi/P5t43Elrq05RCGCz6dqFP/nJ6/zo\nR1+a1ndTVb1ON1OVIIkkaLoS2BaLmdpa3UM9PUHW2zvE669/iqIo/MM/3Mjbb3/MgQNN5OV5uO++\nVfh8uu7anj178HhG7zxGzDPRHxcuXMycOZ9JkizX1c3kjjsux+GwoShqMvklCALxuMiaNR9QX9/G\nHXdcDsAVVyzhwgsX0Nray9atx7noorPGnctms/Ctb91CX5+fH//4ZZqbu6dsdAVB76fPlAy73y8R\nCEhUVo4WBjQCs2e7JyUbPl0MDencBGfy0BwOG+efP5ePPmrj6qtPauvpyhEikUgeoVDBic/6sVgk\nIpGRjQu6p5tegzs0FOX99xu56aYLOe+8eSP+NlU14KkiP39ynuDs2aUMD0cJBsWkusSp0Dv33Kiq\nFUWx4XD4sVqjuFxOFEVh7drNrF5djd1uxmo1EwwGycrSWd40zYQkObjwwqXs3KnLJ+3Zc4yCgpxJ\nE92AvmtIl3JEKrDbz3xPpguFhTnceeclRCIRvF4XBw40cemli7nqqnNGFAHs3buX0tKJm1YmNLrn\nnLOMrVtP6gEdOdLKI4/8OvnvBx64nfx8PX7385/rNbh79jRw880XJTvT7HYbNTXl5OUV4nCceXUv\nKMgeswxjMpjutmOyyMmxkpOTufna26PY7SYKCzOjQDyZZMVlly3h8ccP4/fHyM4eeX4u1wCybEdV\nLVgs+pZZVS3E4zo5tyBoaJqZQKCM7OzWsYafNGIxmY8+aicvzzvK4ELmPd2enjh5ebaU48h9fX7M\nZtOE9cheb+cJ1YgIimI/EePVKC6Gq64qw2bTE4fxuEZ+fj6aFkWSXAiCit0+jCT1EInosczjxzuR\nZXWE0U04XWfKtciyHmPNnLMjZqzzDSAQUCgo8GIymca1UfX19WeUOJvwl7/66suT/19Tk8sXv7iY\n666rSb53qmjgqeUT77336aixMilnIwgCgYCcrIk8FbKssGnT7qSWfToQjSocORJM23hnQnm5M6WS\no3TB75dS1hHzeFxceeUStm3rHPPvJpOMqp5c67OyejGZZCKRPOJxD5qm4fOlx+CCLund0RHga18b\nuzso0zHdwkJ7yqV+8bjIr361liVLSsY10qpqJhLJJR73YrHEcTqHyMrqweHwIwgWHA75BGexTkKj\nKxcP4nAMY7cHMZngk09OxtBXr76Ec86pTf770KHm5P+fLsh4OgSBjDo7Ho81JUcuHVBVDa/XOuZv\nF4uJySoHq9XH8uUXTDjWhGdss9mQpCjXXFPFZZfNwmo1U1bmxeHQH5qnn34l+dnLL19y4nUWW7ce\nYPv2QyPGsttNRCJTL+OKRlNVJdCRnW0dcxunqhqbN+/lscdeSpvEt9NpprZ24jhOOtHXF6ejI3rm\nD6YJubm2SW3jqqvLaWkZGlPJV1XNSWmeBKzWKG53P2azSDSax/BwxbTP+VSUleXj9Y6dnc909UJn\nZxRJSm0BO3CgmawsCwsXjt9ApCg2bLYwWVk9I5omLBYRp3MITTOhaQKxmA+TyUp/fz9+/8gwWHm5\nd9zxf/vb9wCYPTsXv398jljQu/sikcypVHd3xzIWXlAUDb9/ZOlkf/8wDz30LI888mu+851f8otf\nvMVnPvMFrrvuugnHOuPd1tfXzPDwSIOX2Dbeeuulyfdqasqw2cyUl3uZOdPH669vZcOGk7IjCbq3\nqUDTNH7wg9/wyisfpHxMPK4SCIyunbXZLHz/+/fyve+lR2MrgX37hjPmMRUU2Ckry0ylBEAgIKVs\nKABmziyksrKIDRuaRxjeWExm374Qmjb2gmGxxLFawzid40udTAVXXXXOuH/LtKdbUuJMuT394MEm\nyss9E+4Qx1rEErBao5jNUQYHXfT392KzhVi8uIaqqpEyR+3tgVHHqqqaDCtcdlklQ0OREVUUY8Fs\nFjLWlQmTj49PB7KsjQjnDQ0F+fd/XwOcFGhobtal4ufOnUZ4AcDrddDcPPIhuPzyWZSUeHjllU1s\n336YlpZuAoEIIKBpGp/5TDWLFxezbdvh5DF2u4lQSJ5QqmQ8CIKAz+di585j9PQMnvHz8bjE1q27\nOHq0edzxUhG9m8z5LVzoI1PqEYGATFNT6g0H08V4u4bxIAgCX/jCSgTBxmuvHaGtbRhN0zh8uA+/\nP8qbbx5hvO5zs1kkEilAlm1pSRYWF3smXOwzHdNtbY2k9L1iMZHDh1uorh6fIQ0YtwZ6aChOIFBI\nNOpk16423n13P4IQIjfXgc93csFubtapWquq9OSPLCv84Ae/5p//+TkAiorc+HwOhoZiZ+waDYXk\nacnZTwbRqHKC0Swzv108rhCNKmiaxkMPPctTT/0BgAULCrn33pPClH19Zw6NndFMXHvtZfT0hEc8\nJFlZNj772RquvbaGDz7YyTPP/Ik33tiCpmnJi7BwYRGBQISdO/XGB0HQJdGn+iA9+OBdADQ390z4\nOUmSeeqp33PwYBMtLaNXcKNw/HiI3t7MGEKv15KxSgk4KTEzGTgcNr72tRu49toL2L69h3XrGqmp\nyUXTFHw+37jHmc0ybncXsVj2CXXaqUPTNPz+2IhmiNOR6eqFGTOcKS3OwWCEsrIiLJZ8VNWEpnHi\nP2HEM2SxxJCkkffCiy8e4tgxCzt27CY3t5fLLivhzjs/S1NTP+GwC7M5SDQq8eKLe3nvveMAfPWr\nnwX0uG00KjJnTh533LGAG26oo76+H4vFxIoVCyY8Z5vNlDEOa5vNlNFKCUXR8PmsIwoJQNcDTISn\nTCZQlLGFQk/FGX/+a665AlEUR4UYBEGgvNzLLbfUcdlllbS29lJQ4MZu17fsDoeFSy+t5IMPdieP\nsViEMbf8qSCRMTzvvLkTfm7Tpj1EInF8PicrVy6a8LPpREmJhZ/85H/OGPdKBxRF49ChzC0oHo91\nyoxtCxdW8Y//eBsFBQWsW9fI0qXzuOqqEpqb/UkvayQEwuESXK4BYrHxjfPpeOutevbu7R7x3uBg\nlFhMwu0ePxSTSU9XllXa26MpJZSHh8M4HJak9Hoslk0slk087iUazSMa9RGJ+IjH3cTjWYRCBQQC\nJQwPe6irq6Ot7SjLly9AkpxYLHEslihz5uSxdu1atm49wosv7iMalU+QT53MxG/ffohLLqng0ksr\nkyVqwaDMLbdcOmHBv6rqlQuZQl9ffNKOwFShaRrhsEI0GkuGWMrKPCMIz7/85bNRVYVrrrnkjOOd\nMahpNpsZGGijs7N2VAkQ6Ma3piaPqqrcUQX0s2Zls2VLK2vWbOTGGy/MCNXiwoWz6e4eoLZ2Jr29\n8YxRPIbDAl/+8i14vcZ7oBaLiXnzvBOS0KQT0aiSlAeaCiwWM7fccgkvvbSerq5G7PZS3n9/G8AY\n6gcaXm/ziXtJGEGkNBG6ukJ0dYVGCC62tg5z3nlzJ9wW67ScmeugKi9PLRZfXJxLW1svgYCPnJyx\nHZVwOA+LJXaiy8+EqgpomkRVlci5585FVU8q0qqqXtN60UXlbNyod4+OVfakqipW68nf2e+P0d7u\nZ86c8dtaQVfEmAoPwlShz5WRqYhGFTweM8888wb5+S5uuqlu1PccGIgSjQa59davnnG8lDJJWVlW\nGhp6mTevYNzPjHXjWq1mPvvZGt58s57duxu4/PKlzJlTR2Vl6gmsWExk06Y9o4qQx0NRUS733HMN\noHesZMqLKSy0k59vz9gDfORI4IREkPHzud3maW/BTSYTc+fOZP/+Q8yYMZMbb6wbFd8XRQey7CQe\nz8ZqDSRliVJBdXVOkjErgWPHhlixYuaEx2VSqToaVejtjad0/2dlOVm+fD719d2cf/7Y7F+CoGC3\nnwxpaZpAJJJLdrYEqITDhSf4GVQ0zcQHHzRx7Nggy5bVcdNNF405ZkNDF/G4l9mz9cakbds6KCzM\nxuUaeyt/5EgreXle3O4sYrH0dYdNBE3TOH48ZHjFkCTJbN26n8bGPkwmM16vhSuuqB5zYenoCNDV\n1YjFcubfNiUX8Pbbr6e7OzylJFhRURZf+tLZ5OQ42LhxJwMDfeMmUcZCKBRl0zWhypwAACAASURB\nVKY9fPe7z7Fr11F++tPXUj4+HFbo759cqdlUEY+r1Ndnrla3rs6bsQUlFlMJh6dfCuRw2BBFBU0z\nU1Dgprh4JIeELLtwOofIzm7C7R5EEFJbnJ99dicNDUP4fCd3Ys3Nfvz+KOefP7oh4lQoijap+3E6\nsNvNFBennsBdvLiaxsahcc/v9IdfEDQcDj/xuB6Wcbv7MJkkJMmBxRLl2DE9CX3zzRePaTiOHtXr\ndZct0428KCq0tPhZvXr0lvnDD/fS3NzNunXbaGzsRFG0jDVFAFRWug1zcBoaOnjooWf53vee589/\n/pS8PC91dXauvLJy3DmPHu0ZMxIwFlIyuhdddAGxWIj+/qk1FFgsJm69dT7Z2Q727Gkas0RlPOTn\n+/g//0cvbH/55U309w8jy6kZAJ/POiUGoqnAbjdRW+vJ2APc2hqZcnx8snA6zWlJkDgcNmIxBYcj\ngCzrrah6O6qAJNlIELf4/bMQBA2TSZxU4jVRnqaqGtu2dbBq1QVnLAvMJJ9uMCgxOJg6fWlRUQ5u\nt5O2ttHPiyyP/b3MZgXQiEQ8BIOlJ66tG7s9RFnZ+J6hpmk8//w75OQ4yMvTa5oPH+4jL89LRUXR\nqM93dPTR3T3At751K+edNw9RVDOWkBwakhgYSL8ztXnzHh566FlefPHPzJtXwGc+U81Xv7qEOXPy\nKSx0jRs6kSQFv1/k7rtvTmmelIOdAwPttLSMlfhIHbfcMo+enh5+9as3+fnP/5TycZWVxTz0kF69\nIIpySizvoG8djx83PrGlzyVQXx8cswvOCFRUuDLmWUiSSjA4fQPv94ewWAQslijxeBbRaC6y7MDv\nr0RVdS4AvaupCU0Ds1kiGs0hGp2Yg+O++5by5S+fjabBa68dPsEmZmbhwqoJj4OEpzvtr5YSsrIs\n5OWl7gQIgsDZZ89h167hEe9rGoiiD7t9bOfFbBZRFDtWa5BIpACHYwhBgLPOGm08E4jF9MXg5pvn\nnphD4/DhAa699vwxP3/nnVdy/vknOWMVRcPlykzlQna2laKi9LbAi6LEu+9uB+COO+Zz4YUzmTnT\nhyw7EQRlBBPe6ejqCjE83MMll1yc0lwpB1fnzZvFkSPdnHvu1NnlTSaB66+vorU1iy1btvDxxwdZ\nvnx8st9TkZ2dNWlOBotFoLLSnbGEU12dJ2MPcF9fHFXVMkIn6XCYkeXpf7GPPz6ILOttqXryR8Vu\nj2C1hk/I0KhEo3qWPju7BYdDD9dEozkoihWzeWzD39AwmEwOmc0mZs4sZPXqi8nKOvO1EYSx8xFG\nYGBAxGwWJsUXIIoSDsfIeKqmmTGbxTFle2IxH4Kg4HCEkyrCieaJ3btHk8wnkNCNGxqKkZ/voqMj\nSCAQY968M3cH6iTfasYSW0ePBqmsdGNNo89x8GAzubkubr65bsT9kIo0UkNDH/39qZM0pWx0v/GN\nr/DDH/5mBG3fVOBymZg9W2LLFnjzzb/Q2trLtdeelzYS5VMhCAI9PTF8PmtG6Oa6u2NYLEJGiGgK\nC+1pMYSpIMFPPF0qyZkzi4jHB5FlO4pix+nUY4wmk24UrNYoJpOMpmnEYh4cjiCCoGG1holGc8nK\nGlmjrWkau3d3s2NHJwsXVnHNNeeSlzd+S+tYyGRMN1Xi8lPh8bhwOmMj3pNlM4IwujwrHk+Q2IRO\n7BTiJxjIzPT0+OnpGb+OXBdj1BeEWEzmnXeOMW9eRUrOSjyu4nZbMuLYaJpGdXVW2kNCmzfv5pxz\nSkYYXJ2CNBuXa/wOSVXVaGwcZMWKs1OeK2Wj6/Fk0d3dyPHjFSxaVJLyBKdDJ99w8fnPX8bWrXvY\nvfsYsZjIvfdeM+UxJ0JpqTNjMbuSEgeSlJkHOBpV6OiIUlNjPOeDxSLg8Uy/ZdpqNROJaMiyA7t9\neMwtm9ksIYo+XK5ewuFC3O4eLBY9tnu6t/vLX+qk5A8+eOcIYvLJIJMx3Y6OKPn59knJ2eTkeEaF\ndjTNhiQ5sNmiRKPZJ+LfEmDCbk/sDvIwmUTicQuvvLIDVVVZteqCMZnWElBVjT/84aQqwt13X5XS\nOWoaU0qyTwXDw3pcfPbs9BH5NzV10d3tZ/780WEsqzXCWCTxCXR3hwgG/TzyyLdTnm9ST1JdXRl7\n93awcGHxtFY1m033YK68cjbPPruTw4dbpjzWmaAoGg0NIebOnZwHNBWIokpzcyQj5Dcul4WKisyF\nToaGRLKzrdOaa3g4jNVqOkG8Pb7h8fla0TSQZfeJRVovjxJFN07nyLxCWVn+lA0u6D31mQoJlZQ4\nJk2uo6oqAwMjPVT92mnEYl7MZhGzWUJVzScMhA6nc5BIJDdJQJOKBNYTT3yVQ4daKCvLJzs7daMW\nDE5/F5QqsrIsaS9L+8UvdFra0/lFYrEcLJbYhGGTgwe76eo6js2W+i5mUnfAAw98k0AgTF/f9GgR\nBUElEChDVU2cfbZezJ5OqsVTYbebmDPHk5GV2G43U1npylgWt6EhlJG5BEEgL8+OOs0cYW/vEF6v\nHUWZ+AYNBGbw3nt9HDrUz9atUQ4cMJ+gJhwd000w9k8VJlPm6nQbG8OTDmX4fFnE4/KI4zTNjMUS\nx2wWsdkimM0SVutI4xAIlAOgqgrz589KabEUBIH58ysnZXBhemRWk4GmadTXB9MeVqup0a9VbW3e\nKXPpzqHZPH6VRDwu09g4xF13XT+p+SZldG02K4ODrezaNT0NK0EAr7cDEDj33DKqq3P5n//ZMK0x\nx59LoL09gt+fmfKq7u4Y0Whm6O0yqZUWCEjTMvCapjE4GCQ/PxtBULFYxi+dcjqbaW1tRRTbCQZ7\nKCsrwOEIjmgESCyiRUUTE8KcCZkKBwHMmuWetIEvKckjP99Ld7cPSXKc0EQDhyOE1Rob9XldKdiE\n19uO2dzD1q3buOCCiWuVp4NYTEGWtYwoAMuyRm2tJ+0dpjU15dTW5o9YmGTZSSyWncw3jIX6+n46\nOxu4+eYbJjXfpAN1Dz309zz//PsEg9NLqCmKhUgkH4+ni2XLyvjDHw6gKKohK+aMGU5EUc1IwqSs\nzEk8rmRkru7uGE6neUoJmskiO9uKqqpj6nGlAr8/hCjK2O0+rNbghFv6vr5ifD4fy5fPIBrNxmYb\nwGyWksdompaUe1++fN6Ur7WmaZjNiTyDsb9XLKbQ1hahpmZytdyCAKtXX8obb2zl6quXIIouHA7/\nmNdPkhxIkgtZ1n+rP/95EwsWzKaiosiw7ycIYLcLGbnfh4ZEFEWbVINJKnC79VzMqV/BZIrjcMTH\nvU9VVePTT9uYOTN1fpDk2JM9oK5uDoFAN5FIxQlplRlTeg2Hi3G5BhgenonL5WTlypX09QU4cCCA\nJGlpfz10KEgspho2/sl5AnR3xw2f58CBAPn5djo6oobPI0kax4+HiUSUKR/f2irjcDiIx/PQNNOo\n+8Hvn8H+/QMMD89gw4ZNrFixgljMRzyuJ4oSnxsensFLLx2ivPxsHnzwc7S0yFP+XqKo0d0dy8j1\na2gIUVrqnNLxpaUFnHvucgRh6EScWxjzuRJFJ6LowWqNEotZWL58EbNmnYUsY+j9brWaDL9++/cP\nY7EI9PeLaR+/oaGTRYtWJK+jotgIBCqAsa+zppkZGiqnr6+LH/zgnydtdAVtCkvUxx9v549/3Ml5\n582kvNxLfv7Uyr1E0YWqWnE4hvnggxZqa2u48MLxxSunA0XRiMeVjMiyh0IydrvJ8C1XNKrQ1RVN\nayZ3PCS2kVNVWW5v7+MXv/gTt9xyNVlZvaOSE62tw6xb18Dtt8+nt7eQlpZ6li9fgNPpJxgsweXq\nx2qN8fzzu5OcrdPV0pNlFb9fyoj0UV9fHFlWp1xX/ctfvsXMmXZqavLG/YwsW5Bljc5OB0NDg6xe\nvdzwWOvwsITHYzF8nmhUb+mfMSP9paU//emrLFtWSGGhnh/Q26bHTqCpqkZPT4i3364nGm3mP/7j\niUnPN6UnaPnyZTz11E8ZGGgjP78y+f4NN9RSVJRFOKxTQZaWTpxVttkiSJIDWbZz7Fg/x471G2Z0\no1G9VS8TRlcv8bEabnSdTr2XX1WNZ8qSJJV4XJ2y0S0qykGS9BbVsW7mmTN93HffUtauPUpHx0G+\n8IXFyDI0NfWxYcN27rrrEnp6hKTBffTR6cmFAyfK0DJXozudLXht7UyOHm2Y0OiKYpQ//7mRiopy\nVq0y3uAODYmIopqRyoVQSKa0NP2NQJFInM7OQUCXRNI0gXjch8USJ1Eq1tMT4ujRQSRJpasrhChG\n2bZtHe+99+qU5pyyBXr66R9SVVXFa6+9ztlnn8/Pf/4n3nyznksvrSQel/n443ZWr56b7OMeH8K4\ncZN0IivLgiDozGNGG97CQgd+vzhlAzUZ9PTEKSlxTJl2MVU4ndNjGkskKRQljCRZsVrHTmzabGYu\nuugiOjsDhMND/OUveqdZPN5Lb6++tf7BD76IzTb9a6uqmUkAATQ3hykqcpCVNbX53nlnG3Pnji2L\nHovJNDf7+fTTLi65ZAklJbOw2403hB6PJSMNOpqm71LTrcwSi4n88Y9bmD07N+nlxuNeXK5eBEEn\nwF+/vglVFVi+fAEej5OCAi9VVTN5+OGHU2IUGwtTvnNnzZrFjTfeyFe+8mX6+vp4/PGv8rOfvc6m\nTc3Jz7z22mG++MXFI/g5T4cef/KRn59Pf396tLHa2/uor2/jiiuWjHhfFI1J1J0O3bgr5OYaX0Nb\nXu4cVV9oBDRNZ23Lzp7a8X5/CJNJwOWSTvACjG10r7hiNu3tXWzc2EppaSnXXVdDQYGbWEympaWF\nu+++Ii0GFzJb1F9R4Zr2vXf4cD+FhW6GhmJ0dITQNI1oVCIalaioKOQrX/ksBQW5GWGfkySVY8dC\nzJ1rfE16V1eMggJ72p+l//7vP9Lb6+fuu89icDDKxx+3k5s7gwMHDiV3JTfddCHnnjs3+dvdeOON\neL1evvvd70553inFdBOIRCLk5ubyzW9+k3/7t38D4NFHf0MkMrK27fOfX5RUEB4Lsmzn97/fRSwW\nm3acDmDNmo3s3t0AwDe+cRPl5Sd5gLu7Y+Tm2gwnNg8G9Wy70fyigYBEJKKkPaM7Fvr745NWBk5g\nw4Zd7N9fz1VXLcNmC2E2j68yEAoV0tvbxfr1e0a8f/nlZ3P11edOeu7xEInoSTijt8cJpY8FC7xT\nNhwbN+7ivfd2kJXlYPbsUs46azZ2u5V4XKKysjjZRt/WFsHrtRr+nVRVQ5a1jAgEDA2JeL2T0+lL\nBVu37ufttz9O/vviiy9i4cJCcnOzGB4O4fW6R2gp7tu3j8WLF/POO+/wmc98ZsrzTsvoAvzHf/wH\nDzzwAK2tumcC0Nfn59NPj/Dhh/uSn5s/v2BCQuk9e8y0tLTwj/84uZq38ZBQMgV44IHbyc/XSzsG\nB0U8Hovh28pMGV1dB0yadrdYKmhvj1BcPPmuKoCnn36ZGTNc1NUtwOkcmLDLJ3FHHj3az5YtbXz7\n27dhsZin3QhxOsJhGVFUDaf/1DRdcXi6Uu9n6j5UVY1YLDPJ4qNHg5SVOXG7jZ2rvT2Cx2PcIrJv\n33Ha2vo4++w5eL1e3G7zuNe4srKSoqIitm3bNq05p215vvWtb1FZWTlC672gIJsrr1zKDTes4Etf\nWklJSS4HD/YRiYzfoJCXFyAYDCKK6dFZOtVj/vd/X8PatfqK5vOZaWmJGJ5A8XisBIOy4Vt/vXxo\neo0LqcLrtTKVZoK+Pj89PX5qawtQlDM/PNFoHqLoobIyG1VV6ejoS7vBBd0DzURMd2BApKtrdCPD\nZHGmRVUUVXp7jSftlySV2bPdhlM5Kooue+52GzfPwoVVXHvtefj9Fux207jX+LHHHqOjo4O33npr\n2nOm5Y5bu3Yt+/bt45lnnkm+Z7NZWb58PnPmzOD++2/h0ksX8dJL+/joozY6O4NIksJzz+3i4MFe\nPvmknXffPcJZZ53FoUPT63Y7Faca3i1b9vPQQ8/y3e/+CodDyggNnb5qGj9PYaGDWMz4uK4kTY2o\nOqFI4HJZMJvFM14Tp3MAmy2YFK6srZ1Yn2uq0NV1jV+s8vJshmTeT4ckqSlrsE0HQ0Mi/f2i4Tur\n3t4YQ0PitHcIZ0IgIFNb6xl3AW5tbeXhhx/mkUceobCwcNrzmR955JFHpjtIfn4+kUiEhx9+mK99\n7Wu43aO9kurqcmw2K21tQ3z6aSt79nSjadDWFkhSzq1efT75+fknFFrTc6GvvHIp69fv5NxzS7Fa\nTQwPx8nOziIWc5Ofb6yQnskk0NYWMXz7GospiKJq+LbSZBIQRXXSlRKaprFjRz1LlpQgil5strEp\nBo8c6Wf37i4UJZ+2Nplduxq55ZZLKC+f/o0+FiIRBYfDbPhDfexYCKfTeIHUvj5diNVI712WVQRB\nICfH2HBW4n72eIyljFRVvUHG57OOm6s499xzKSgoYM2aNWmZM21P6VNPPcUbb7zBsmXLaGxsHFOu\n+eKLF3LxxQsB6OkZ4tChZjo7+9m/v4kHHridP/3pLyxbtpjZs9P3kEmSHq6orx9g1qxsWlqGKSnJ\nobo6i3h88gZkMrBaBQoK7IYzgXk8Vnp6YobX6yaSJ5NFUZFOmRcKmSbkXPjwQ51trq5OoKqqjFWr\nlpxRbmc6yISXq2kaVVVZaS93Oh0JUch0yCpNhHhcZXhYMrwcMhyWicdVQxPEsqzS1halsnJ8KZ77\n7ruP5uZmmpub0zZvWm+FTz75hN7eXm655ZYzfraoKIf582cl2f2fe24tR4+28+qrf6a3N5w2Qcnf\n/vY9AAKBOHv36iTYNTXlaJquM2bkgycIAqoKLS3GMKidDqPjuk6n+QQV4uTm2bfvOAAWiwuLZXRs\n8/nnd/OHP+zH47GRm+th7tw6HI4cQw0ucCK5ZewWOSFYavRWXJY1w6WiVFUjGJQpLTW2UmZ4WMJs\nFgw1uJqmcy3k5Y2/212zZg3PPfcca9asSRYJpANpNbq5ubmsW7eON998M1lCNhEKC7O54YYLMZkE\n/H5dyywWk/jNb/6Ex2MhHp8+W1dp6cgOHpfLjsWib/Vmz3ZPSihwKvB4LJSXOw03iF6vleFh45nU\npqIpltj1vPfekVEy6aB7HMGgiChq3HnnFRQU2CkrMz42qapnTk5NFxaLQF2dsbWsmqYre0xGf20q\nUBS9m9DIa6aTEBlPFRkOK7S2RsatLjp48CB33303999/PzfddFNa5077pufiiy/mX//1X3nwwQfZ\nsCE1usbHHvsKWVn6qjZzpo9oNMr69Xvp65u+t7t5815Al5X2+Vw8+OCdyb8JgkAsZiz7mMkk0NcX\nN1wKPhO8sIIg4HKZicUmtxiKor4YuFyuMTl5E89wPC4xY0YhQ0OS4bsD3dPRDL9mXV0xwxd2VdVD\nWUYaQ0XRaG2NUFBgLE9FZ2cMUZx6u3kqCAQkNE1j9uyxK2ICgQAXXHAB559/Pk8//XTa5zck0vTt\nb3+bO++8k5UrV3Ls2LEzfl4QBL773Xu4/vrltLbqyqdbtuygsNBBR0d0ykbx6NGTYnHbt3cwPBw5\n0f+vw2wWKCy0T4lcejIoLnbg9VqTvAFGwG43I4oqoVB6Su7Gw1Sea5dLX1D7+vqw2UZLohQU6IQ9\nDzxwOwA5OVYqKtJPbHIqdDUK40tLioochnugPT0xw5WhBQEKCuyGeqDxuEJhod3Qxo5EB6IgjL1I\nqarKwoUL8Xg8bNq0yZBzMCy8/7vf/Y7FixdzzjnnEAiMLRV9KgRBYMWKs/j+9z/PP/zDzTz55H1Y\nLMK0EgPPP/8uAF/84uLke6fHCS0WgaIix7RVESaCIAgMDoqGk5u73RbDM+QOh5lweHLfY/Hi6hOt\n0RFE0ZMk4gYYHIzS2xvi1lsvTTawhEIyx4+H0nrep0OWjfdyFUXj2LGgoXOAzititRqbQD18OGB4\nXW5PT5xoVDH0dzl+PITZLIzrSV9++eUMDAywb9++KXMrnAmGPqEfffQRbrebJUuWoKZo1VwuB6Wl\nOrGHySTg81k5dCgw6ZjoqZ5roiRo2bK5o4hABEHA4TBx5EjA0D78sjInsdjU6lxThdNppqXFWK99\nKkKOL7zwbrImVhDiSUnwwcEor756CIAFC2YlP5+VZaGqyni6SqMdXUXRlQ6M9KgHBnRDZWTZmySp\n1NZ6DJ2jtzeW3BEaAV25RGTWrPGbOr7+9a+zdetWPv74Y3Jzp6dIMhEMNboWi4U9e/bQ2dnJVVel\npix6Osxmgbo6L4GANKnt+ak3ekI1djwdNovFxNy53mSsxyioqmao0TWbhSnztaYKm81ENKqk/D10\nXauTYZ6OjgE+/VRvlujpCVFSksuDD945YjGMxfSMv5EQRdXwyoWEcq2R8PmsZGcbtx3XNI3mZmM7\nOBMllUaW1amqvoMymcYOK/zsZz/jmWee4eWXX2bBggXGnQgGG12AwsJCPvroIz788EPuueeeKY1h\nNgvE4+qky5WefPI+HnpIT5zNn1/J5z43seH3+yVDwwyFhXY6O6OG3sCSpNLeHjVsfNDFPlPF6Te4\n221n3jydgKimJg+fz8xTT/2B4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} ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Outro exemplo:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from mpl_toolkits.basemap import Basemap\n", "from matplotlib import pyplot\n", "\n", "mapa = Basemap(projection='ortho', lat_0=10, lon_0=-10,\n", " resolution='l', area_thresh=1e3)\n", "# Preenche o mapa com relevo\n", "mapa.bluemarble()\n", "mapa.drawmapboundary()\n", "\n", "lxy = (('Rio\\nde\\nJaneiro', -43.11, -22.54),\n", " ('Londres', 0.07, 50.30))\n", "\n", "# Transposta\n", "lxy = zip(*lxy)\n", "# Converte as coordenadas\n", "x, y = mapa(lxy[1], lxy[2])\n", "lxy = lxy[0], x, y\n", "# Marca no mapa\n", "mapa.plot(x, y, 'w^')\n", "\n", "# Escreve os nomes\n", "for l, x, y in zip(*lxy):\n", " pyplot.text(x+2e5, y-6e5, l,\n", " color='#eeeecc')\n", "\n", "pyplot.savefig('mapa2.png', dpi=150)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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EsHhfkX0wncJMfp5i+HVYPYIQ63DhDFQwNHd/EpFqyjzHOEG306dZTxBpQtHp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avYBae3S8eaVkNqt48Tf9H7z45W/hxS//cZ7/4h86er9HWBkBhyig+45oMD9EzfTIzKtwNN47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\nQRtDzOZoTe9BpTnFaJ1EecJoGUw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} ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Para processamento de informa\u00e7\u00f5es georreferenciadas de forma mais sofisticada, existe o projeto [MapServer](http://mapserver.org/), um servidor de aplica\u00e7\u00e3o voltado para GIS (*Geographic Information System*) que suporta diversas linguagens, inclusive Python.\n", "\n", "Al\u00e9m de m\u00f3dulos de terceiros, tamb\u00e9m \u00e9 poss\u00edvel usar a planilha do [BrOffice.org](http://www.broffice.org/) para gerar gr\u00e1ficos com o Python, atrav\u00e9s da API chamada [Python-UNO Bridge](http://udk.openoffice.org/python/python-bridge.html)." ] }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", "" ], "output_type": "pyout", "prompt_number": 1, "text": [ "" ] } ], "prompt_number": 1 } ], "metadata": {} } ] }