Skip to content

Instantly share code, notes, and snippets.

@jzuhone
Created May 30, 2014 15:01
Show Gist options
  • Save jzuhone/7877a37010c77e388149 to your computer and use it in GitHub Desktop.
Save jzuhone/7877a37010c77e388149 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"metadata": {
"name": "",
"signature": "sha256:5a460e2a4af27cbc390db161802673f0e8d34425949140d98495d78e595047ea"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"%matplotlib inline\n",
"import yt"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ds = yt.load(\"sloshing_magnetic10_hdf5_plt_cnt_0155\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter checkpointfilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter forcedplotfilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter nbegin overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter plotfilenumber overwrites a simulation scalar of the same name\n"
]
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"prj = yt.ProjectionPlot(ds, \"z\", [\"magnetic_field_strength\"], width=(500.,\"kpc\"), weight_field=\"density\")"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ds2 = yt.load(\"../../radio_halo/radio_halo_1kpc_hdf5_plt_cnt_0150\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter checkpointfilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter forcedplotfilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter nbegin overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter particlefilenumber overwrites a simulation scalar of the same name\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING:yt:integer runtime parameter plotfilenumber overwrites a simulation scalar of the same name\n"
]
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"prj2 = yt.ProjectionPlot(ds2, \"z\", [\"magnetic_field_strength\"], width=(500.,\"kpc\"), weight_field=\"density\")"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"prj.set_log(\"magnetic_field_strength\", False)\n",
"prj2.set_log(\"magnetic_field_strength\", False)\n",
"prj.set_zlim(\"magnetic_field_strength\", 0.2e-6, 2.0e-6)\n",
"prj2.set_zlim(\"magnetic_field_strength\", 0.2e-6, 2.0e-6)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<img src=\"data:image/png;base64,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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment