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@rsignell-usgs
Created October 17, 2012 20:04
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Display a remote JPEG URL in Matlablib without writing to disk
{
"metadata": {
"name": "Display a remote JPEG URL in Matplotlib"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "# Display a remote JPEG URL in Matplotlib without saving to disk. \n# Thanks to Robert Kern for the help!",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": "from pylab import *\nimport urllib\nimport urllib2\nimport cStringIO\nfrom PIL import Image",
"language": "python",
"metadata": {},
"outputs": []
},
{
"cell_type": "code",
"collapsed": false,
"input": "# It's easy to load a remote image URL if it's a PNG:\nurl = 'http://optipng.sourceforge.net/pngtech/img/lena.png'\nim = imread(urllib2.urlopen(url),format='png')\nimshow(im)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 3,
"text": "<matplotlib.image.AxesImage at 0x2aaaac1fbf50>"
},
{
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAQcAAAD9CAYAAACx1bJsAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nel2v6/V96/rmcL2u1/X6vvX/AZdRzrY4bJ1RAAAAAElFTkSuQmCC\n",
"text": "<matplotlib.figure.Figure at 0x2aaaac181110>"
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": "# But here's how you have to do it if the URL is a JPG: \nurl = 'http://www.kitware.com/blog/files/128_1232259669.jpg'\nim = Image.open(cStringIO.StringIO(urllib.urlopen(url).read()))\nimshow(im,origin='lower')",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 5,
"text": "<matplotlib.image.AxesImage at 0x2aaaac467610>"
},
{
"output_type": "display_data",
"png": 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vaXhqwOrzsLJZ6zWGlkJxbDTVMYJq7xaNWa70aiHkGmVZ0MvEpiBBidoqgMLJ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\nvISldmNpjcPhGDu7dealUnu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/7f6ZKhQ0yjSUEGRGkDKEUNOuDSkFCoqsAavR1gqajcfZ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"text": "<matplotlib.figure.Figure at 0x13cfff10>"
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": "# .... Because this doesn't work:\nurl = 'http://www.kitware.com/blog/files/128_1232259669.jpg'\nim = imread(urllib2.urlopen(url),format='jpg')\nimshow(im)",
"language": "python",
"metadata": {},
"outputs": [
{
"ename": "AttributeError",
"evalue": "addinfourl instance has no attribute 'seek'",
"output_type": "pyerr",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m<ipython-input-4-5644d79037f8>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;31m# 2. DOESNT WORK: load a JPG URL\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[0murl\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'http://www.kitware.com/blog/files/128_1232259669.jpg'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mim\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mimread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murllib2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0murlopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'jpg'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[0mimshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mim\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m/home/tomcat/python27_epd/lib/python2.7/site-packages/matplotlib/pyplot.pyc\u001b[0m in \u001b[0;36mimread\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 1738\u001b[0m \u001b[1;33m@\u001b[0m\u001b[0mdocstring\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcopy_dedent\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_imread\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1739\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mimread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1740\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0m_imread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1741\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1742\u001b[0m \u001b[1;33m@\u001b[0m\u001b[0mdocstring\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcopy_dedent\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_imsave\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m/home/tomcat/python27_epd/lib/python2.7/site-packages/matplotlib/image.pyc\u001b[0m in \u001b[0;36mimread\u001b[1;34m(fname, format)\u001b[0m\n\u001b[0;32m 1192\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1193\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mext\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1194\u001b[1;33m \u001b[0mim\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpilread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1195\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mim\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1196\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Only know how to handle extensions: %s; with PIL installed matplotlib can handle more images'\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m/home/tomcat/python27_epd/lib/python2.7/site-packages/matplotlib/image.pyc\u001b[0m in \u001b[0;36mpilread\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1178\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mPIL\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mImage\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1179\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mImportError\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1180\u001b[1;33m \u001b[0mimage\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mImage\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m \u001b[0mfname\u001b[0m \u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1181\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mpil_to_array\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1182\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;32m/home/tomcat/python27_epd/lib/python2.7/site-packages/PIL/Image.pyc\u001b[0m in \u001b[0;36mopen\u001b[1;34m(fp, mode)\u001b[0m\n\u001b[0;32m 1962\u001b[0m \u001b[0mfactory\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0maccept\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mOPEN\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mi\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1963\u001b[0m \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0maccept\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0maccept\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mprefix\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1964\u001b[1;33m \u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mseek\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1965\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mfactory\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1966\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mSyntaxError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;31mAttributeError\u001b[0m: addinfourl instance has no attribute 'seek'"
]
}
],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": "",
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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