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@keflavich
Last active August 29, 2015 13:56
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mwe_interactive
{
"metadata": {
"name": "",
"signature": "sha256:6280333d104e04551440c924b25578a7ddbc9946ec0d9b34419f2d9d6521e4bb"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.html.widgets import interact, interactive, fixed\n",
"from matplotlib import pyplot as plt\n",
"import numpy as np"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"@interact(i=(1,5))\n",
"def plot(i):\n",
" plt.figure()\n",
" plt.plot(np.random.rand(100))\n",
" plt.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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Xw60WpKLpBN/T4/e4t3Mnf7R2IfhWi3v255478/2lS4HNm6u3aOQbXF5UQfB18eAnJvxX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\npoLv6eH9QS3XkHWTFH0oNsHXTcED8S0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SGdcD2MoY284YmwBwL4C3KdvcCuDzAMAYewTA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\ngg==\n",
"text": [
"<matplotlib.figure.Figure at 0x10886e510>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def setup():\n",
" plt.figure()\n",
" line, = plt.plot(np.random.rand(100))\n",
" plt.show()\n",
" return line\n",
" \n",
"def doplot():\n",
" line = setup()\n",
"\n",
" @interact(i=(1,5))\n",
" def plot(i):\n",
" line.set_data(np.arange(100),np.random.rand(100))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# this disappears...\n",
"doplot()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\r"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"\r"
]
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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