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@bollwyvl
Last active August 29, 2015 14:05
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Pretty linked widgets in the IPython notebook
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{
"metadata": {
"kernelspec": {
"codemirror_mode": {
"name": "python",
"version": 2
},
"display_name": "Python 2",
"language": "python",
"name": "python2"
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"name": "",
"signature": "sha256:64fe3fece86ae29eb3889ec515c58a654ba19e4418a3c7dc6acf33b61fcf0754"
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"nbformat": 3,
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"worksheets": [
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Wire Chase\n",
"A [fairly decent][mcnulty] way to bind together some IPython widgets for quick prototyping. Made of evil python `__magic__`.\n",
"\n",
"<a class=\"btn btn-primary\" href=\"#Example\">Go to example</a>\n",
"\n",
"> Bubbles: What the hell is that? \n",
"> McNulty: Baltimore knot. \n",
"> Bubbles: Baltimore knot? What the hell is a Baltimore knot?\n",
"> McNulty: I dunno, but it's never the same thing twice.\n",
"> _\u2013 The Wire: Undertow_\n",
"\n",
"[mcnulty]: https://31.media.tumblr.com/0e3bb59ff2e32ca57501384e9560876e/tumblr_inline_n0607sPY4K1sohsil.gif"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.html import widgets\n",
"from IPython.utils import traitlets\n",
"from IPython.display import display"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 67
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"class Chase(object):\n",
" \"\"\"\n",
" An organizer for Wires.\n",
" \"\"\"\n",
" def __init__(self, **kwargs):\n",
" self.__dict__[\"_widgets\"] = dict([\n",
" (name, Wire(widget))\n",
" for name, widget in kwargs.items()\n",
" ])\n",
" \n",
" def __call__(self, wired, **kwargs):\n",
" \"\"\"\n",
" Decorator-style.\n",
" \"\"\"\n",
" def wrapper(func):\n",
" wire, trait = wired\n",
" setattr(wire, trait, (kwargs, func))\n",
" return wrapper\n",
" \n",
" def __dir__(self):\n",
" return self._widgets.keys()\n",
"\n",
" def __getattr__(self, name):\n",
" return self._widgets[name]\n",
"\n",
" def __setattr__(self, name, widget):\n",
" self._widgets[name] = Wire(widget)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 57
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"class Wire(object):\n",
" \"\"\"\n",
" A wrapper for a widget that lets us talk about its traits easily.\n",
" \"\"\"\n",
" def __init__(self, widget):\n",
" self.__dict__[\"_widget\"] = widget\n",
" \n",
" def __dir__(self):\n",
" return self._widget.trait_names()\n",
" \n",
" def __getattr__(self, name):\n",
" return (self, name)\n",
" \n",
" def __setattr__(self, name, value):\n",
" if hasattr(value[-1], '__call__'):\n",
" fn = value[-1]\n",
" sources = value[:-1]\n",
" \n",
" if len(sources) == 1 and isinstance(sources[0], dict):\n",
" sources = sources[0]\n",
" def _change(changed, old, new):\n",
" args = dict([(arg, getattr(t[0]._widget, t[1]))\n",
" for arg, t in sources.items()])\n",
" setattr(self._widget, name, fn(**args))\n",
"\n",
" [t[0]._widget.on_trait_change(_change, t[1])\n",
" for arg, t in sources.items()]\n",
" else:\n",
" def _change(name, old, new):\n",
" args = [getattr(w._widget, t) for w, t in sources]\n",
" setattr(self._widget, name, fn(*args))\n",
"\n",
" [w._widget.on_trait_change(_change, t) for w, t in sources]\n",
" else:\n",
" w, t = value\n",
" w = w._widget\n",
" traitlets.link((self._widget, name), (w, t))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 58
},
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"Example"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First, we set up some widgets."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"texts = dict([\n",
" (i, widgets.TextWidget(description=i, value=i))\n",
" for i in \"abcdef\"\n",
"])\n",
"wire = Chase(**texts)\n",
"widgets.ContainerWidget(children=sorted(texts.values()))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 59
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Link with assignment"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Setting one trait pointer to another will make one value equal another, bidirectionally."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"wire.a.value = wire.b.value"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 60
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now try changing the `a` and `b` boxes."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## A lambda approaches!\n",
"If one trait is derived from another trait, give the trait that changes and a transformer. They will be linked, but only forwards."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def but_reversed(b):\n",
" return b[::-1]\n",
"\n",
"wire.c.value = wire.b.value, but_reversed"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 61
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is just a tuple, and any number of traits can be watched."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def joined_and_reversed(a, b):\n",
" return a + b[::-1]\n",
"\n",
"wire.d.value = wire.a.value, wire.b.value, joined_and_reversed"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 62
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Since this happens kinda often, you can also use a decorator form:"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"@wire(wire.e.value, a=wire.a.value)\n",
"def thrice(a):\n",
" return a * 3"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 63
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Secretly, this is using a dictionary instead of a tuple in assignment, or:"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def joined_differently(a, c):\n",
" return c + a\n",
"wire.f.value = dict(a=wire.a.value, c=wire.c.value), joined_differently"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 64
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Autocompleter\n",
"We proxy through what's connected, so you can autocomplete to see what widgets are wired."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"dir(wire)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 65,
"text": [
"['a', 'b', 'c', 'd', 'e', 'f']"
]
}
],
"prompt_number": 65
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Also the traits on a particular widget."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"dir(wire.a)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 66,
"text": [
"['_css',\n",
" '_display_callbacks',\n",
" '_model_name',\n",
" '_msg_callbacks',\n",
" '_property_lock',\n",
" '_send_state_lock',\n",
" '_states_to_send',\n",
" '_view_name',\n",
" 'comm',\n",
" 'config',\n",
" 'description',\n",
" 'disabled',\n",
" 'keys',\n",
" 'log',\n",
" 'msg_throttle',\n",
" 'parent',\n",
" 'placeholder',\n",
" 'value',\n",
" 'visible']"
]
}
],
"prompt_number": 66
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 66
}
],
"metadata": {}
}
]
}
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