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October 18, 2019 06:56
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Rich Output" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"In Python, objects can declare their textual representation using the `__repr__` method. IPython expands on this idea and allows objects to declare other, rich representations including:\n", | |
"\n", | |
"* HTML\n", | |
"* JSON\n", | |
"* PNG\n", | |
"* JPEG\n", | |
"* SVG\n", | |
"* LaTeX\n", | |
"\n", | |
"A single object can declare some or all of these representations; all are handled by IPython's *display system*. This Notebook shows how you can use this display system to incorporate a broad range of content into your Notebooks." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Basic display imports" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"The `display` function is a general purpose tool for displaying different representations of objects. Think of it as `print` for these rich representations." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import display" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"A few points:\n", | |
"\n", | |
"* Calling `display` on an object will send **all** possible representations to the Notebook.\n", | |
"* These representations are stored in the Notebook document.\n", | |
"* In general the Notebook will use the richest available representation.\n", | |
"\n", | |
"If you want to display a particular representation, there are specific functions for that:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import (\n", | |
" display_pretty, display_html, display_jpeg,\n", | |
" display_png, display_json, display_latex, display_svg\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Images" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"To work with images (JPEG, PNG) use the `Image` class." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import Image" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Returning an `Image` object from an expression will automatically display it:" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Or you can pass an object with a rich representation to `display`:" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"An image can also be displayed from raw data or a URL." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<img src=\"http://python.org/images/python-logo.gif\"/>" | |
], | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"Image(url='http://python.org/images/python-logo.gif')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"SVG images are also supported out of the box." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### Embedded vs non-embedded Images" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"By default, image data is embedded in the notebook document so that the images can be viewed offline. However it is also possible to tell the `Image` class to only store a *link* to the image. Let's see how this works using a webcam at Berkeley." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import Image\n", | |
"img_url = 'http://www.lawrencehallofscience.org/static/scienceview/scienceview.berkeley.edu/html/view/view_assets/images/newview.jpg'\n", | |
"\n", | |
"# by default Image data are embedded\n", | |
"Embed = Image(img_url)\n", | |
"\n", | |
"# if kwarg `url` is given, the embedding is assumed to be false\n", | |
"SoftLinked = Image(url=img_url)\n", | |
"\n", | |
"# In each case, embed can be specified explicitly with the `embed` kwarg\n", | |
"# ForceEmbed = Image(url=img_url, embed=True)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Here is the embedded version. Note that this image was pulled from the webcam when this code cell was originally run and stored in the Notebook. Unless we rerun this cell, this is not today's image." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 6, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"Embed" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Here is today's image from same webcam at Berkeley, (refreshed every minutes, if you reload the notebook), visible only with an active internet connection, that should be different from the previous one. Notebooks saved with this kind of image will be smaller and always reflect the current version of the source, but the image won't display offline." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<img src=\"http://www.lawrencehallofscience.org/static/scienceview/scienceview.berkeley.edu/html/view/view_assets/images/newview.jpg\"/>" | |
], | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 7, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"SoftLinked" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Of course, if you re-run this Notebook, the two images will be the same again." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## HTML" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Python objects can declare HTML representations that will be displayed in the Notebook. If you have some HTML you want to display, simply use the `HTML` class." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import HTML" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"s = \"\"\"<table>\n", | |
"<tr>\n", | |
"<th>Header 1</th>\n", | |
"<th>Header 2</th>\n", | |
"</tr>\n", | |
"<tr>\n", | |
"<td>row 1, cell 1</td>\n", | |
"<td>row 1, cell 2</td>\n", | |
"</tr>\n", | |
"<tr>\n", | |
"<td>row 2, cell 1</td>\n", | |
"<td>row 2, cell 2</td>\n", | |
"</tr>\n", | |
"</table>\"\"\"" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"h = HTML(s)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"display(h)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"You can also use the `%%html` cell magic to accomplish the same thing." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%%html\n", | |
"<table>\n", | |
"<tr>\n", | |
"<th>Header 1</th>\n", | |
"<th>Header 2</th>\n", | |
"</tr>\n", | |
"<tr>\n", | |
"<td>row 1, cell 1</td>\n", | |
"<td>row 1, cell 2</td>\n", | |
"</tr>\n", | |
"<tr>\n", | |
"<td>row 2, cell 1</td>\n", | |
"<td>row 2, cell 2</td>\n", | |
"</tr>\n", | |
"</table>" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## JavaScript" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"The Notebook also enables objects to declare a JavaScript representation. At first, this may seem odd as output is inherently visual and JavaScript is a programming language. However, this opens the door for rich output that leverages the full power of JavaScript and associated libraries such as [d3.js](http://d3js.org) for output." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import Javascript" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Pass a string of JavaScript source code to the `JavaScript` object and then display it." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"js = Javascript('alert(\"hi\")');" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Javascript object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"display(js)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"The same thing can be accomplished using the `%%javascript` cell magic:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Javascript object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%%javascript\n", | |
"\n", | |
"alert(\"hi\");" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Here is a more complicated example that loads `d3.js` from a CDN, uses the `%%html` magic to load CSS styles onto the page and then runs ones of the `d3.js` examples." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Javascript object>" | |
] | |
}, | |
"execution_count": 17, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"Javascript(\n", | |
" \"\"\"$.getScript('//cdnjs.cloudflare.com/ajax/libs/d3/3.2.2/d3.v3.min.js')\"\"\"\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%%html\n", | |
"<style type=\"text/css\">\n", | |
"\n", | |
"circle {\n", | |
" fill: rgb(31, 119, 180);\n", | |
" fill-opacity: .25;\n", | |
" stroke: rgb(31, 119, 180);\n", | |
" stroke-width: 1px;\n", | |
"}\n", | |
"\n", | |
".leaf circle {\n", | |
" fill: #ff7f0e;\n", | |
" fill-opacity: 1;\n", | |
"}\n", | |
"\n", | |
"text {\n", | |
" font: 10px sans-serif;\n", | |
"}\n", | |
"\n", | |
"</style>" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 19, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Javascript object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%%javascript\n", | |
"\n", | |
"// element is the jQuery element we will append to\n", | |
"var e = element.get(0);\n", | |
" \n", | |
"var diameter = 600,\n", | |
" format = d3.format(\",d\");\n", | |
"\n", | |
"var pack = d3.layout.pack()\n", | |
" .size([diameter - 4, diameter - 4])\n", | |
" .value(function(d) { return d.size; });\n", | |
"\n", | |
"var svg = d3.select(e).append(\"svg\")\n", | |
" .attr(\"width\", diameter)\n", | |
" .attr(\"height\", diameter)\n", | |
" .append(\"g\")\n", | |
" .attr(\"transform\", \"translate(2,2)\");\n", | |
"\n", | |
"d3.json(\"data/flare.json\", function(error, root) {\n", | |
" var node = svg.datum(root).selectAll(\".node\")\n", | |
" .data(pack.nodes)\n", | |
" .enter().append(\"g\")\n", | |
" .attr(\"class\", function(d) { return d.children ? \"node\" : \"leaf node\"; })\n", | |
" .attr(\"transform\", function(d) { return \"translate(\" + d.x + \",\" + d.y + \")\"; });\n", | |
"\n", | |
" node.append(\"title\")\n", | |
" .text(function(d) { return d.name + (d.children ? \"\" : \": \" + format(d.size)); });\n", | |
"\n", | |
" node.append(\"circle\")\n", | |
" .attr(\"r\", function(d) { return d.r; });\n", | |
"\n", | |
" node.filter(function(d) { return !d.children; }).append(\"text\")\n", | |
" .attr(\"dy\", \".3em\")\n", | |
" .style(\"text-anchor\", \"middle\")\n", | |
" .text(function(d) { return d.name.substring(0, d.r / 3); });\n", | |
"});\n", | |
"\n", | |
"d3.select(self.frameElement).style(\"height\", diameter + \"px\");" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## LaTeX" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"The IPython display system also has builtin support for the display of mathematical expressions typeset in LaTeX, which is rendered in the browser using [MathJax](http://mathjax.org)." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"You can pass raw LaTeX test as a string to the `Math` object:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 20, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Math object>" | |
] | |
}, | |
"execution_count": 20, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Math\n", | |
"Math(r'F(k) = \\int_{-\\infty}^{\\infty} f(x) e^{2\\pi i k} dx')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"With the `Latex` class, you have to include the delimiters yourself. This allows you to use other LaTeX modes such as `eqnarray`:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 21, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Latex object>" | |
] | |
}, | |
"execution_count": 21, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Latex\n", | |
"Latex(r\"\"\"\\begin{eqnarray}\n", | |
"\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n", | |
"\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n", | |
"\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n", | |
"\\nabla \\cdot \\vec{\\mathbf{B}} & = 0 \n", | |
"\\end{eqnarray}\"\"\")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Or you can enter LaTeX directly with the `%%latex` cell magic:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.core.display.Latex object>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%%latex\n", | |
"\\begin{align}\n", | |
"\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n", | |
"\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n", | |
"\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n", | |
"\\nabla \\cdot \\vec{\\mathbf{B}} & = 0\n", | |
"\\end{align}" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Audio" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"IPython makes it easy to work with sounds interactively. The `Audio` display class allows you to create an audio control that is embedded in the Notebook. The interface is analogous to the interface of the `Image` display class. All audio formats supported by the browser can be used. Note that no single format is presently supported in all browsers." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 23, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.lib.display.Audio object>" | |
] | |
}, | |
"execution_count": 23, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Audio\n", | |
"Audio(url=\"http://www.nch.com.au/acm/8k16bitpcm.wav\")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"A NumPy array can be auralized automatically. The `Audio` class normalizes and encodes the data and embeds the resulting audio in the Notebook.\n", | |
"\n", | |
"For instance, when two sine waves with almost the same frequency are superimposed a phenomena known as [beats](https://en.wikipedia.org/wiki/Beat_%28acoustics%29) occur. This can be auralised as follows:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.lib.display.Audio object>" | |
] | |
}, | |
"execution_count": 24, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"max_time = 3\n", | |
"f1 = 220.0\n", | |
"f2 = 224.0\n", | |
"rate = 8000.0\n", | |
"L = 3\n", | |
"times = np.linspace(0,L,rate*L)\n", | |
"signal = np.sin(2*np.pi*f1*times) + np.sin(2*np.pi*f2*times)\n", | |
"\n", | |
"Audio(data=signal, rate=rate)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Video" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"More exotic objects can also be displayed, as long as their representation supports the IPython display protocol. For example, videos hosted externally on YouTube are easy to load:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 25, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<IPython.lib.display.YouTubeVideo object at 0x7f8772f222d0>" | |
] | |
}, | |
"execution_count": 25, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import YouTubeVideo\n", | |
"YouTubeVideo('sjfsUzECqK0')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Using the nascent video capabilities of modern browsers, you may also be able to display local\n", | |
"videos. At the moment this doesn't work very well in all browsers, so it may or may not work for you;\n", | |
"we will continue testing this and looking for ways to make it more robust. \n", | |
"\n", | |
"The following cell loads a local file called `animation.m4v`, encodes the raw video as base64 for http\n", | |
"transport, and uses the HTML5 video tag to load it. On Chrome 15 it works correctly, displaying a control bar at the bottom with a play/pause button and a location slider." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## External sites" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"You can even embed an entire page from another site in an iframe; for example this is today's Wikipedia\n", | |
"page for mobile users:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import IFrame\n", | |
"IFrame('http://jupyter.org', width='100%', height=350)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Links to local files" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"IPython provides builtin display classes for generating links to local files. Create a link to a single file using the `FileLink` object:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from IPython.display import FileLink, FileLinks\n", | |
"FileLink('Cell Magics.ipynb')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Alternatively, to generate links to all of the files in a directory, use the `FileLinks` object, passing `'.'` to indicate that we want links generated for the current working directory. Note that if there were other directories under the current directory, `FileLinks` would work in a recursive manner creating links to files in all sub-directories as well." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"FileLinks('.')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Rich output and security" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"The IPython Notebook allows arbitrary code execution in both the IPython kernel and in the browser, though HTML and JavaScript output. More importantly, because IPython has a JavaScript API for running code in the browser, HTML and JavaScript output can actually trigger code to be run in the kernel. This poses a significant security risk as it would allow IPython Notebooks to execute arbitrary code on your computers.\n", | |
"\n", | |
"To protect against these risks, the IPython Notebook has a security model that specifies how dangerous output is handled. Here is a short summary:\n", | |
"\n", | |
"* When you run code in the Notebook, all rich output is displayed.\n", | |
"* When you open a notebook, rich output is only displayed if it doesn't contain security vulberabilities, ...\n", | |
"* ... or if you have trusted a notebook, all rich output will run upon opening it.\n", | |
"\n", | |
"A full description of the IPython security model can be found on [this page](http://ipython.org/ipython-doc/dev/notebook/security.html)." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Rich output and nbviewer" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Much of the power of the Notebook is that it enables users to share notebooks with each other using http://nbviewer.ipython.org, without installing IPython locally. As of IPython 2.0, notebooks rendered on nbviewer will display all output, including HTML and JavaScript. Furthermore, to provide a consistent JavaScript environment on the live Notebook and nbviewer, the following JavaScript libraries are loaded onto the nbviewer page, *before* the notebook and its output is displayed:\n", | |
"\n", | |
"* [jQuery](http://jquery.com/)\n", | |
"* [RequireJS](http://requirejs.org/)\n", | |
"\n", | |
"Libraries such as [mpld3](http://mpld3.github.io/) use these capabilities to generate interactive visualizations that work on nbviewer." | |
] | |
} | |
], | |
"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": "3.7.4" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 1 | |
} |
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