{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# NDArray Plotter - Examples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Default Plotting" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%pylab inline\n", "import numpy as np\n", "import ndap\n", "reload(ndap)\n", "subject = np.ones((5,5,5))\n", "plotter = ndap.NDArrayPlotter(subject)\n", "(fig, ax) = plotter.render()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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2IINTAVlo8TBifHszMLWGLQndCaqt3d0X0t19IcPDB3nmme/ypjddzvz5C/mT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\n3333cOutH2bmzAUsWLBm/Njhw0c5cuRx8vkoKSEqnY9y1fl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Gu5DN9sMwcnWVl12rkOi6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\n", "text": [ "" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Changing the \"camera\"" ] }, { "cell_type": "code", "collapsed": false, "input": [ "(fig, ax) = plotter.render(azim=-45,elev=25)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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CZJjJvItlnWDFitsijOX8N86dV6TrNnpJpNc7mKblSm+4ksbGpSUbvQ4ffpls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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Change color, and alpha" ] }, { "cell_type": "code", "collapsed": false, "input": [ "plotter.set_color(\"#FF0000\")\n", "plotter.set_alpha(1.0)\n", "\n", "(fig, ax) = plotter.render(azim=-45,elev=25)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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YE0syHTXMwFcYZRxjrcgVDqEkrNKwu4KEA2PKN2BktA1C4oBDF/hvI9fhLk3H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\nbEAs+1aHg1NHjeKhn/+cW2+9Ne0sXIX0POo4cNF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duZN8RKt1A2XFxVx69dXMnj2bkSNH\ndvGR2rARDJt00xher5dVq1axfft2Lr300q4+nC5Dc3Mzv/zlL9myZQsPPfQQw4cP7+pDsmGjU9ik\nmwFoa2tLiUpkNmzYiA6bdP//9u2YBAAAgGGYf9dzURgkIvoVIPT7lgIcEl2AkOgChEQXICS6ACHR\nBQiJLkBIdAFCogsQEl2AkOgChEQXICS6ACHRBQiJLkBIdAFCogsQEl2AkOgChEQXICS6ACHRBQiJ\nLkBIdAFCA/17G+7+M5dUAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Selectively change colors, scale element-size and space between them" ] }, { "cell_type": "code", "collapsed": false, "input": [ "plotter.set_scale((0.01, 0.8, 0.8))\n", "plotter.set_spacing((\"l\", 0.1, 1, 1)) # even = apply to all or apply as a function of l/m/n\n", "\n", "colors = plotter.set_color(\"#00FF00\")\n", "\n", "colors[:,:,0] = \"#FF0000\"\n", "colors[:,:,-1] = \"#FF0000\"\n", "colors[0,:,:] = \"#FF0000\"\n", "colors[-1,:,:] = \"#FF0000\"\n", "colors[:,0,:] = \"#FF0000\"\n", "colors[:,-1,:] = \"#FF0000\"\n", "\n", "(fig_coord, ax_coors) = plotter.render()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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"text": [ "" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Another example of selective coloring" ] }, { "cell_type": "code", "collapsed": false, "input": [ "subject = np.ones((1,5,5))\n", "plotter = ndap.NDArrayPlotter(subject)\n", "\n", "colors = plotter.set_color(\"#00FF00\")\n", "\n", "i = 1\n", "colors[0,i,i] = \"#0000FF\"\n", "colors[0,i,i+1] = \"#FF0000\"\n", "colors[0,i,i-1] = \"#FF0000\"\n", "colors[0,i+1,i] = \"#FF0000\"\n", "colors[0,i-1,i] = \"#FF0000\"\n", "\n", "(fig, ax) = plotter.render()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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CEd1FoNLgSKEIjo+Pc+rUKX784x9z2223kU6nSU9M6FSI6TRBJoMfBARBkBfBKIqQShHl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\n0iUAAAAASUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Write element-labels, such as coordinates, values or whatever" ] }, { "cell_type": "code", "collapsed": false, "input": [ "subject = np.arange(0,9).reshape((1,3,3))\n", "plotter = ndap.NDArrayPlotter(subject, alpha=0.2, spacing=(\"even\", 0.1,0.1,0.1))\n", "\n", "colors = plotter.set_color(\"#FFFF00\")\n", "\n", "colors[:,1,:] = \"#FF0000\"\n", "colors[:,0,:] = \"#00FF00\"\n", "colors[:,2,:] = \"#0000FF\"" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Show coordinates" ] }, { "cell_type": "code", "collapsed": false, "input": [ "reload(ndap)\n", "(fig_coord, ax_coors) = plotter.render(text=ndap.text_coords)\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Q2NBoh0pMk7KystTnevfqzZFHHsnevXvtemnTTM1RpkU1XLjYtn0bH3zwAT16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"text": [ "" ] } ], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Show values" ] }, { "cell_type": "code", "collapsed": false, "input": [ "(fig_values, ax_value) = plotter.render(text=ndap.text_values)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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5kNGThQbNMtacJ7zJRaQbi8ayLqmzyUzzvEOaAW63G0PLXkQbI9IVEDjttNPY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\napS9kKStia7BYKhTcBoX6f7y9kIikdBW8sSw2RxZS7cPFsi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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Or something userdefined" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def text_userdef(array, l, m, n):\n", " return \"[%d,%d,%d] = %s\" % (l, m, n, array[l,m,n])\n", "\n", "plotter.set_scale((1.3,1.3,1.3))\n", "(fig_values, ax_value) = plotter.render(text=text_userdef, azim=-10)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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EBNavX4+qqvXWLYlfW2LKeOzvgvwC+vXrRzgcJlIVIapF63duOWTN+WWbtk+6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