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@cjauvin
Last active February 23, 2016 15:00
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from PIL import Image\n",
"from selenium.webdriver import PhantomJS\n",
"from io import BytesIO\n",
"import time\n",
"\n",
"def get_images(driver, url, delay=3, thumbnail_size=(230, 120)):\n",
" driver.get(url)\n",
" time.sleep(delay) # let it render\n",
" png = driver.get_screenshot_as_png()\n",
" full_im = Image.open(BytesIO(png))\n",
" f = driver.find_element_by_xpath('//iframe')\n",
" f_loc = f.location\n",
" driver.switch_to_frame(f)\n",
" svg = driver.find_element_by_xpath(\"//*[name()='svg']\") # not sure why '//svg' doesn't work!\n",
" x = int(f_loc['x'])\n",
" y = int(f_loc['y'])\n",
" im = full_im.crop((x, y, x + svg.size['width'], y + svg.size['height']))\n",
" tn = im.copy()\n",
" tn.thumbnail(thumbnail_size, Image.ANTIALIAS)\n",
" return im, tn"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Original: (960, 500)\n",
"Thumbnail: (230, 119)\n"
]
},
{
"data": {
"image/png": 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C0x9xANMBMAa0q0lcb+c580oT17QL/Dtb6qekcDcDS8de0PqansKla1Mz9W3k\ncbSGSbOWrrJsm1S7RbcQq6+ArCsBcYWgwPtgpnpc1SEli/Hc9hgRtbarnGeqbypql/03yk7qsUHp\n8TqxhpVaBEWfJtAeCGxdLxdWgpkGKrpl8+aZ9MItkVYS2MhMAUgpoD3B/de8OQymXCkD+bJ6QshO\nPCDA32GyHlq/fPELANc5AWuFn//DVw4w4XIjkCNo/nSXsQR0U9Yf00QomliWX5pYGrrld6Nyf1o3\nLtXxw+GYlS9jE7od87gw0ElqfJ2ceWXlX8gvLV+ilx2F0luPfXzZx/zSiu+E7MQ9fjxrz7hWwwin\nf/KVU3MAXHpDFWeGomvuDtmVPyy8oSrTXxuOxaxeapOBM0rurtSWSvng2PGdMgV2RUGoNPFQoV01\nJ1fWjQ5Fy5fNs8tLvPFNC51iV72WwRO70kaaX1r5rVBp4s6u35JdTVYj82hA+qRCpwH4NLTWzynQ\nuj9VY8e2ZDQ1gd95/Zkvs6s2rC9bsA5Ap8hTPEIuUtGHqVr94rBjHZ8mnu0lvVFCvUUsXlaklmQE\nDuwmlzoEkQUibpR1hO5iV4B/roDuk1LhyrXnVK8o2uINJfFiWTeuFc1fAuEZX+3ctnWwuQkyN/ik\ni/xpB3AhgHOgJUbORVbWlEPt7RfN+d593wbUgfVlX17nNcs8o+vFQIZk/0iH/dWuWLyVmUYz+CJi\n8RBAWS7RGwUr106tt/Oc0P3rRuXbFQ93Th8jf4xRv4xc5f4uVFZ5NWxbgRktgZZvCEreXbui+BFE\ndUTTyT5Tw+Aj3XDJaGitHwWtXpAF4M1F9z47pvHdV6564RfXV3QpAAxfvHNU88oS3xSuuhBEQQgS\ncNQvEaDvCMXrXBKSwJtZ4S+10eJH8ksTDwpL3DMma1zz/uY9/yFATyrgYiZ+TASCzE4yXFtSfHc4\nxlbaFoZhxJOuP9MMnVjon9AheW8CoPJbv8Av/OL6XZBSxOORE9nsOilDBTE9i4UDjmgA6O0r1ML/\nk+Go29sx5m0oblNkfZcY5TUlxd+HwJmFd1V/g8E5SSd5ZdPB3YtI0JZ1cmElBP4sQL/kpHO/A/dx\nAJix6aRH7gyV4ZdUUxAHKwNWzt4CDHyj9QOlFYAAAoHL4DjPYaQFT/foJ4dkxYXCQnhdSbGUksXL\ngcozRPaYUPaZn/j9/jde/ReCOqumZJEdDsesxhmTKButORzga9lxn6qxF70x4P1uw7CiNyV230h9\noxwNYBYcp18xqMdA9zflNOj8nAonK3C7x0yODux+O9Od+jMpWdibI4R4/D0ADwMYNV9WPu/A7RzC\nqY/kOdC5IX/e43gnmu7X9HQAHwFwMTiD4f2KYaz39150PYuDie7DilMAbEPXc3L017QfwyUWtHGe\njGbFnJPwm/2DCJljx54DZE9LvcHxGdY5Bi7F0GgiTofWMx4KXDZQB+qtxuyJi65s0seT7kM2n4Ue\nqlEAvgStEL8FOpnuyW9Kd0UxzQLzuPamJugyWZ8GXAHgaejy4yRPZO55TRW0TvBnAJwK7UfYgsFw\nTbu4EjpVRxJ6RlMW9PDdqxhAsfFjwL9WZwP4JPR9boEeZpwA4F0cXnv2i/4Y5olmLPRbvRXAJACN\n0Mb5O2jDFNAvi5OHbQP6wp8DfYNGA8gA3Gbo5ncDgD0YPA/8WACzvL/fgX7wp0BHdG3BYLim+lpZ\n0MoZp0G/QPZDvzymQxvmYMC/p5Ogn9MktCG2QL/sPjqWgw9mwxQA1kG/iVzoN+ZLALZ760/2GxPQ\nZSDol8Y/oNUdFPTNyYJ+oAaLUQL6ga+FLs9B6BbIm+iaDD8YrilD3/ut0LOYsqDvvwNdZn+bwYIC\nUAFdm+8FMBn6vm/z1h9VWQNERMwsNmzYIPhETNTvG2RZ1hvpVrqu26mHc4LK0yuWZdWnWu66ru8Y\nGAzlJMuyXk+3cpBd06RlWXWpVgyycgrLshp6LHsH6Lz3Rx1eGRBCtHvDJIPhbdkn+jBvdFBANHSU\nBobQNR0q5Tymex/Yu3fvp1966aWgZVnCdd0hcdIGw3AncPDgwQ1ZWVkCAILBfityGAwGg8EwMqDj\nr/5mMBgMBsMw4P8DQtxZ7o253hAAAAAASUVORK5CYII=\n",
"text/plain": [
"<PIL.Image.Image image mode=RGBA size=230x119 at 0x10ADAE9E8>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"driver = PhantomJS()\n",
"\n",
"im, tn = get_images(driver, 'https://bl.ocks.org/mbostock/3883245')\n",
"print('Original:', im.size)\n",
"print('Thumbnail:', tn.size)\n",
"tn"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Original: (960, 500)\n",
"Thumbnail: (230, 119)\n"
]
},
{
"data": {
"image/png": 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coBqX9/9xVCK1YVJbB0I5Ub7FyRgzV+VjDDb2DoSjnIgTiTijVqtPfvzg+qEd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\nAElFTkSuQmCC\n",
"text/plain": [
"<PIL.Image.Image image mode=RGBA size=230x119 at 0x10ADA1FD0>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"im, tn = get_images(driver, 'https://bl.ocks.org/mbostock/1353700')\n",
"print('Original:', im.size)\n",
"print('Thumbnail:', tn.size)\n",
"tn"
]
}
],
"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": "3.5.1"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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