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@ngoldbaum
Created March 17, 2014 19:08
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{
"metadata": {
"name": "",
"signature": "sha256:a9335ae002022c4d86b344c6e9c48f315c5c40c05e33f2114d36e50dcef7159d"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"%matplotlib inline\n",
"from yt.mods import *"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pf = load('IsolatedGalaxy/galaxy0030/galaxy0030')\n",
"dd = pf.h.all_data()\n",
"plot_container = PhasePlot(dd, \"Density\", \"Temperature\", \"CellMassMsun\")\n",
"plot = plot_container.plots['CellMassMsun']\n",
"x = plot_container.profile.x.copy()\n",
"y = plot_container.profile.y.copy()\n",
"# Need the transpose here so the data ends up oriented correctly\n",
"z = plot_container.profile['CellMassMsun'].T\n",
"\n",
"# x and y are at cell corners\n",
"# convert (in log space) to cell centers\n",
"# if one of your fields is in linear space, do it in linear space.\n",
"x = np.exp((np.log(x[:-1]) + np.log(x[1:]))/2)\n",
"y = np.exp((np.log(y[:-1]) + np.log(y[1:]))/2)\n",
"\n",
"axes = plot.axes\n",
"\n",
"axes.contour(x, y, np.log10(z), cmap='binary')\n",
"\n",
"plot"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"png": 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rKcOPloiIBkV4rUD9HK2bQTQkMZAjIqJBMXqcEKfO17oZpGfGBB8UNw6tEhHpkFi6JGxf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\ns9lscMv0sWLFCixcuBB33nkn3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"prompt_number": 2,
"text": [
"<yt.visualization.profile_plotter.PhasePlotMPL at 0x4bc1ad0>"
]
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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