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Displaying a remote JPEG URL in Matplotlib
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{ | |
"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": [], | |
"prompt_number": 3 | |
}, | |
{ | |
"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": 4, | |
"text": "<matplotlib.image.AxesImage at 0x1a8cef50>" | |
}, | |
{ | |
"output_type": "display_data", | |
"png": 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wyuiYdyx13uPDNcgBq5XdheDVbJf7QDAWBu5BqqJ5vHRocN462RqpNg+pFhYR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\nel2v6/V96/rmcL2u1/X6vvX/AZdRzrY4bJ1RAAAAAElFTkSuQmCC\n", | |
"text": "<matplotlib.figure.Figure at 0x2aaaac023850>" | |
} | |
], | |
"prompt_number": 4 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "# But here's how you have to do it if the URL is a JPG: \n#url = 'http://www.kitware.com/blog/files/128_1232259669.jpg'\nurl='http://4.bp.blogspot.com/-jUHXZ0jW4Lc/T1t3W0ex2BI/AAAAAAAAFeY/7TY0cTty1og/s1600/Fabio.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 0x1a91e690>" | |
}, | |
{ | |
"output_type": "display_data", | |
"png": 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emXbl4C4WqILr+JxypeHuC3Lkywd8TqWc4VWy6u25EqYIHD+SRqo1YXERNNeK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YAAAg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\n2WwI796+fTto9UwmE5AEFsl5Bha91z9NkiTsenXo19vbq4WFB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| |
"text": "<matplotlib.figure.Figure at 0x2aaaac05d6d0>" | |
} | |
], | |
"prompt_number": 5 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "# .... Because this doesn't work:\nurl = 'http://4.bp.blogspot.com/-jUHXZ0jW4Lc/T1t3W0ex2BI/AAAAAAAAFeY/7TY0cTty1og/s1600/Fabio.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-6-aa20af74e78c>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;31m# .... Because this doesn't work:\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": 6 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": "*" | |
} | |
], | |
"metadata": {} | |
} | |
] | |
} |
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