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Widget Basics.ipynb
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Jonathan Frederic
Uploaded widget tutorial (example) notebooks.
r14323 {
Min RK
upate exmaple notebooks to nbformat v4
r18669 "cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[Index](Index.ipynb) - [Next](Widget List.ipynb)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Simple Widget Introduction"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## What are widgets?"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Widgets are elements that exists in both the front-end and the back-end.\n",
"\n",
"![Kernel & front-end diagram](../images/FrontendKernel.png)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## What can they be used for?"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"You can use widgets to build **interactive GUIs** for your notebooks. \n",
"You can also use widgets to **synchronize stateful and stateless information** between Python and JavaScript."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Using widgets "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"To use the widget framework, you need to **import `IPython.html.widgets`**."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from IPython.html.widgets import *"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### repr"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Widgets have their own display `repr` which allows them to be displayed using IPython's display framework. Constructing and returning an `IntSlider` automatically displays the widget (as seen below). Widgets are **displayed inside the `widget area`**, which sits between the code cell and output. **You can hide all of the widgets** in the `widget area` by clicking the grey *x* in the margin."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"IntSlider()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### display()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can also explicitly display the widget using `display(...)`."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from IPython.display import display\n",
"w = IntSlider()\n",
"display(w)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Multiple display() calls"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you display the same widget twice, the displayed instances in the front-end **will remain in sync** with each other."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"display(w)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Why does displaying the same widget twice work?"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Widgets are **represented in the back-end by a single object**. Each time a widget is displayed, **a new representation** of that same object is created in the front-end. These representations are called **views**.\n",
"\n",
"![Kernel & front-end diagram](images/WidgetModelView.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Closing widgets"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can close a widget by calling its `close()` method."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"display(w)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"w.close()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Widget properties"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"All of the IPython widgets **share a similar naming scheme**. To read the value of a widget, you can query its `value` property."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"w = IntSlider()\n",
"display(w)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"w.value"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Similarly, to set a widget's value, you can set its `value` property."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"w.value = 100"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Keys"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In addition to `value`, most widgets share `keys`, `description`, `disabled`, and `visible`. To see the entire list of synchronized, stateful properties, of any specific widget, you can **query the `keys` property**."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"w.keys"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Shorthand for setting the initial values of widget properties"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"While creating a widget, you can set some or all of the initial values of that widget by **defining them as keyword arguments in the widget's constructor** (as seen below)."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"Text(value='Hello World!', disabled=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Linking two similar widgets"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"If you need to display the same value two different ways, you'll have to use two different widgets. Instead of **attempting to manually synchronize the values** of the two widgets, you can use the `traitlet` `link` function **to link two properties together**. Below, the values of three widgets are linked together."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from IPython.utils.traitlets import link\n",
"a = FloatText()\n",
"b = FloatSlider()\n",
"c = FloatProgress()\n",
"display(a,b,c)\n",
"\n",
"\n",
"mylink = link((a, 'value'), (b, 'value'), (c, 'value'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Unlinking widgets"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Unlinking the widgets is simple. All you have to do is call `.unlink` on the link object."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"mylink.unlink()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[Index](Index.ipynb) - [Next](Widget List.ipynb)"
]
}
],
Jonathan Frederic
Uploaded widget tutorial (example) notebooks.
r14323 "metadata": {
Jonathan Frederic
Updated widget examples for recent changes and,...
r17726 "kernelspec": {
Min RK
add kernel metadata to example notebooks
r20278 "display_name": "Python 3",
Jonathan Frederic
Updated widget examples for recent changes and,...
r17726 "language": "python",
Min RK
add kernel metadata to example notebooks
r20278 "name": "python3"
Jonathan Frederic
Updated widget examples for recent changes and,...
r17726 },
Min RK
add kernel metadata to example notebooks
r20278 "language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.4.2"
}
Jonathan Frederic
Uploaded widget tutorial (example) notebooks.
r14323 },
Min RK
upate exmaple notebooks to nbformat v4
r18669 "nbformat": 4,
"nbformat_minor": 0
Min RK
add kernel metadata to example notebooks
r20278 }