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OpenCV course session 1
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "eff3a02c-cf13-4c08-b2b3-df48c676159c"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\"><span\n",
"style=\"font-weight: bold; text-decoration: underline;\">OpenCV 101: A\n",
"Practical Guide to the Open Computer Vision\n",
"Library</span></p>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\"><img alt=\"OpenCV\"\n",
"src=\"https://a.fsdn.com/allura/p/opencvlibrary/icon\" /><br>\n",
"<span style=\"font-weight: bold; text-decoration: underline;\"></span><o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><br>\n",
"<o:p></o:p></p>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">CASIS Short Course<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\"><span\n",
"style=\"font-style: italic;\">Matthew Rever, LLNL</span><o:p></o:p></p>\n",
"<br>\n",
"<p class=\"MsoNormal\"><o:p></o:p></p>\n",
"</body>\n",
"\n",
"</div><!--/.row-->\n",
" <p class=\"clearfix\"></p>\n",
"<br />\t\t\t\n",
"<div class=\"row\">\n",
"<div class=\"span2\"></div>\n",
"\t<div class=\"span8 well pull-left\" style=\"padding: 0.7em 0.7em 0.5em 0.7em; overflow: hidden;\">\n",
"\t\t<div class=\"span4\">\n",
"\t\t\t<h5 style=\"margin-top: 0;\"><p>Sponsored by:</p>\n",
"\t\t\t<p><a href=\"https://www-eng.llnl.gov/\">LLNL Engineering Directorate</a></p>\n",
"\t\t\t<p><a href=\"https://casis.llnl.gov/\">Center for Advanced Signal &amp; Image <br />Sciences (CASIS)</a></p>\n",
"\t\t\t</h5>\n",
"\t\t</div>\n",
"\t\t<div class=\"span4 pull-right\" style=\"margin-left: 0px;\">\n",
"\t\t\t<h5 style=\"margin-top: 0;\"><p>This technical event is jointly <br />sponsored by:</p>\n",
"\t\t\t<a href=\"http://www.e-grid.net\"><img src=\"https://casis.llnl.gov/casis_2012/images/ieee_blue.gif\" alt=\"IEEE\" style=\"float: right; border: 1px outset #dddddd; padding: 5px; margin-right: 10px; background-color: white;\" /></a>\n",
"\t\t\t<a href=\"http://www.ewh.ieee.org/r6/oeb/SigProc/sigproc.html\">Oakland-East Bay Chapter of the IEEE Signal Processing Society</a>\n",
"\t\t\t</h5>\n",
"\t\t</div>\n",
"\t</div>\n",
"</div><!--/.row Sponsor Div-->\t\t\t\n",
"<p>&nbsp;</p>\t\n",
"This work performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344\n",
"<br><br>\n",
"LLNL-PRES-700187\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "a1921d95-f5ce-41d6-b399-9a7c5af9cb3c"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">OpenCV -\n",
"Open Computer Vision Library<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p><br><br>\n",
"<p class=\"MsoNormal\">Vision, image &amp; video processing, and\n",
"machine learning libraries\n",
"rolled into one<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">Multiplatform and multilanguage<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">FREE and open source<o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "d3975a40-18ac-4026-8a39-b4157cc21d53"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Applications<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p><br><br>\n",
"<p class=\"MsoNormal\">tracking and identifying objects (including\n",
"humans)<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><image alignment/registration/stitching<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">tracking camera motion<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">3D model reconstruction<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">imaged-based searching<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">and much more<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\"><o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "30af4bd1-d2ec-47ec-bd16-aefe3514f0f1"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Users<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p><span style=\"font-weight: bold;\">&nbsp;Big\n",
"industry:</span><br>\n",
"</o:p></p>\n",
"<p class=\"MsoNormal\">Google, Yahoo, Microsoft, Intel, IBM, Sony, Honda,\n",
"Toyota<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;<img style=\"width: 150px; height: 51px;\"\n",
"alt=\"\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/2/2f/Google_2015_logo.svg/250px-Google_2015_logo.svg.png\">\n",
"<img style=\"width: 150px; height: 100px;\" alt=\"\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/c/c9/Intel-logo.svg/220px-Intel-logo.svg.png\"><img\n",
"style=\"width: 150px; height: 35px;\" alt=\"\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/2/24/Yahoo%21_logo.svg/220px-Yahoo%21_logo.svg.png\"></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p><img style=\"width: 150px; height: 60px;\"\n",
"alt=\"\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/5/51/IBM_logo.svg/200px-IBM_logo.svg.png\">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\n",
"<img style=\"width: 220px; height: 39px;\" alt=\"\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/c/ca/Sony_logo.svg/220px-Sony_logo.svg.png\">\n",
"<br>\n",
"</o:p></p>\n",
"<p class=\"MsoNormal\">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br>\n",
"<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">Also used in academia, national labs, and by\n",
"individuals<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\"><small><a\n",
"href=\"http://opencv.org/about.html\" target=\"_blank\">http://opencv.org/about.html</a></small></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "213eb2b0-b658-46ce-a72f-215a82c5cc7c"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Case examples<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p><br><br>\n",
"\n",
"<p class=\"MsoNormal\">stitching streetview images together<o:p></o:p></p>\n",
"\n",
"<p class=\"MsoNormal\">monitoring mine equipment in China&nbsp;<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">helping robots navigate and pick up objects at\n",
"Willow\n",
"Garage<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">detection of swimming pool drowning accidents in\n",
"Europe<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">running interactive art in Spain and New York<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">checking runways for debris in Turkey<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">inspecting labels on products in factories around\n",
"the world <br>\n",
"</p>\n",
"<p class=\"MsoNormal\">rapid face detection in Japan<o:p></o:p></p>\n",
"\n",
"<div style=\"text-align: center;\"><small><a\n",
"href=\"http://opencv.org/about.html\" target=\"_blank\">http://opencv.org/about.html</a></small><br>\n",
"</div>\n",
"<p class=\"MsoNormal\"><o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "89b2c70c-1b84-4f3f-bf48-713d641d25ce"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Learning\n",
"resources<o:p></o:p></p><br><br>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">Tutorials:<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">\n",
"<a href=\"http://docs.opencv.org/3.1.0/d6/d00/tutorial_py_root.html#gsc.tab=0\"\n",
"target=\"_blank\">http://docs.opencv.org/3.1.0/d6/d00/tutorial_py_root.html</a><o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">Reference:<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><a href=\"http://docs.opencv.org/2.4/index.html\"\n",
"target=\"_blank\">http://docs.opencv.org/2.4/index.html</a><o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">Community:<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><a\n",
"href=\"http://stackoverflow.com/questions/tagged/opencv\" target=\"_blank\">http://stackoverflow.com/questions/tagged/opencv</a><o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">Books:</p>\n",
"<p class=\"MsoNormal\">\n",
"<a href=\"https://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias%3Daps&amp;field-keywords=opencv\">OpenCV\n",
"on Amazon</a><br>\n",
"<o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "1460f643-a4f5-40e8-b2df-588ccf04bbc6"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Course goals<o:p></o:p></p>\n",
"\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p><b>Learn</b><o:p></o:p></p><br>\n",
"<p class=\"MsoNormal\">-how acquire/install OpenCV<o:p></o:p><br>\n",
"-basic image/video manipulation<o:p></o:p><br>\n",
"-essential image processing techniques<o:p></o:p><br>\n",
"-object detection and feature finding<o:p></o:p><br>\n",
"-working with videos<o:p></o:p><br>\n",
"-basic machine learning<o:p></o:p><br>\n",
"-(incidentally) programming with Python/Numpy/Jupyter<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\"><b>Reality check</b><o:p></o:p></p>\n",
"<p class=\"MsoNormal\">-Should learn strong foundation for applying\n",
"OpenCV to your\n",
"projects, BUT<o:p></o:p><br>\n",
"-Course will NOT make you an expert in computer vision<o:p></o:p><br>\n",
"-Course is pragmatic with minimal theory<o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "7426b6e0-8b90-4847-86b7-9507511d807f"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\"><img\n",
"style=\"width: 260px; height: 77px;\" alt=\"Python\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/f/f8/Python_logo_and_wordmark.svg/260px-Python_logo_and_wordmark.svg.png\"><br>\n",
"<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p>Why Python?<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">\"Executable pseudo-code\"<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">Robust language<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">Suitable for numerics and any other programming\n",
"task<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">Interpreted<o:p></o:p></p>\n",
"<p class=\"MsoNormal\">Free, open source<o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "5e1738d7-c5be-46f1-a9b0-9d6644551c9e"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Getting\n",
"Python<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><img style=\"width: 200px; height: 100px;\"\n",
"alt=\"Anaconda\"\n",
"src=\"https://upload.wikimedia.org/wikipedia/en/thumb/c/cd/Anaconda_Logo.png/200px-Anaconda_Logo.png\"><br>\n",
"<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p></o:p><a\n",
"href=\"https://www.continuum.io/downloads\" target=\"_blank\">https://www.continuum.io/downloads</a><o:p></o:p></p>\n",
"<p class=\"MsoNormal\">Version 3 vs 2<o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "15f3fbd2-0e7f-4ceb-93c1-8936cdebed7b"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<p style=\"text-align: center;\" class=\"MsoNormal\">Getting\n",
"OpenCV<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">conda install -c menpo opencv3=3.1.0<o:p></o:p></p>\n",
"<p class=\"MsoNormal\"><o:p>&nbsp;</o:p></p>\n",
"<p class=\"MsoNormal\">OpenCV 3 vs 2<o:p></o:p></p>\n",
"</body>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"nbpresent": {
"id": "7fd202df-0403-44c9-9530-0fe75f87da01"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<break time>\n"
]
}
],
"source": [
"print('<break time>')\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "ed398bf3-86cf-4a55-ae1d-c8c9b557ef97"
}
},
"source": [
"<head>\n",
"<meta content=\"text/html; charset=ISO-8859-1\"\n",
"http-equiv=\"content-type\">\n",
"<title></title>\n",
"</head>\n",
"<body>\n",
"<div style=\"text-align: center;\">Jupyter Notebooks<br>\n",
"</div>\n",
"<br>\n",
"<a href=\"http://jupyter.org/\">Jupyter</a><br>\n",
"</body>\n",
"\n",
"To start: <br><br><br>\n",
"jupyter notebook"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "7fb97c5e-4092-4e4e-8023-b795f49791da"
}
},
"source": [
"Essential utility commands"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"nbpresent": {
"id": "e0937ba9-ac52-4500-9355-f809320da00f"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab notebook\n",
"import cv2\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "912cb702-4e13-45e3-be96-8ca5bb075111"
}
},
"source": [
"Reading and displaying image with numpy/matplot"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" Volume in drive C is OS\n",
" Volume Serial Number is C2AF-A1F7\n",
"\n",
" Directory of C:\\Users\\zeogo\\PycharmProjects\\ML_codes\\Notebooks\\OPENCV\\CASIS-OpenCV-Course-master\n",
"\n",
"13/03/2018 13:20 <DIR> .\n",
"13/03/2018 13:20 <DIR> ..\n",
"13/03/2018 11:36 <DIR> .ipynb_checkpoints\n",
"13/03/2018 13:20 35,879 CASIS-OpenCV_Course_Session1.ipynb\n",
"09/10/2016 08:23 4,783,510 CASIS-OpenCV_Course_Session2.ipynb\n",
"09/10/2016 08:23 3,256,761 CASIS-OpenCV_Course_Session3.ipynb\n",
"09/10/2016 08:23 1,688,893 CASIS-OpenCV_Course_Session4.ipynb\n",
"09/10/2016 08:23 <DIR> data\n",
"13/03/2018 12:57 319,378 mycvimage.png\n",
"13/03/2018 12:57 304,302 myimage.png\n",
"13/03/2018 13:18 <DIR> python\n",
"09/10/2016 08:23 25 README.md\n",
" 7 File(s) 10,388,748 bytes\n",
" 5 Dir(s) 351,467,864,064 bytes free\n"
]
}
],
"source": [
"ls"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"nbpresent": {
"id": "b6b7891d-3c45-408b-b1e0-9ff049e33104"
}
},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support.' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option)\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
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"output_type": "display_data"
},
{
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\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1af5ff56c50>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n",
"# %cd (yourdirectory)\n",
"# %ls *.png\n",
"im2disp = imread('data\\home.jpg')\n",
"figure()\n",
"imshow(im2disp)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "fcdb542e-a920-41f2-9b8b-a6fe3b47f4a4"
}
},
"source": [
"Now the OpenCV way"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"nbpresent": {
"id": "ae7b3af1-e0c2-4011-8fb6-ae6794c5dfa9"
}
},
"outputs": [],
"source": [
"cvim2disp = cv2.imread('data\\home.jpg')\n",
"cv2.imshow('HelloWorld', cvim2disp)\n",
"cv2.waitKey() #image will not show until this is called\n",
"cv2.destroyWindow('HelloWorld') #make sure window closes cleanly\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpresent": {
"id": "0a2e56df-667e-41b7-a35f-fb58ddaf997b"
}
},
"source": [
"Are numpy.imshow and cv2.imshow the same?"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"nbpresent": {
"id": "aa164811-7136-40e4-8093-31a0a67b944f"
}
},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support.' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option)\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
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"output_type": "display_data"
},
{
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