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@gauden
Created July 9, 2013 14:10
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This is a demonstration of the ioff() and ion() switches in matplotlib
{
"metadata": {
"name": "Demo of ioff() and ion()"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": "This is a demonstration of the [`ioff()` and `ion()` switches](http://matplotlib.org/users/shell.html#controlling-interactive-updating) in `matplotlib`"
},
{
"cell_type": "code",
"collapsed": false,
"input": "def myplot(t,x):\n fig = figure()\n ioff()\n _ = plot(t,x)\n ion()\n return fig",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": "t = arange(0,6,0.01)\nx = sin(t)\nf = myplot(t,x) # no plot generated",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": "f ## generate plot",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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TSJKSkeVV2/TSS/Doo+Ea2D32iJ1GmeTCC+H446FzZ6+OlSRtzfKqraxbF2a5HndcKBJS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\nTKZPn86mTZvIzs7m2WefrYPEIiIi7qllS3P3NTP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"prompt_number": 6,
"text": "<matplotlib.figure.Figure at 0x4590d10>"
}
],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": "",
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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