Skip to content

Instantly share code, notes, and snippets.

@ngoldbaum
Created July 31, 2018 20:24
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save ngoldbaum/c6e0a4ce4c399e2f5bace6033ced2146 to your computer and use it in GitHub Desktop.
Save ngoldbaum/c6e0a4ce4c399e2f5bace6033ced2146 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2018-07-31 15:23:57,204 Parameters: current_time = 0.0060000200028298\n",
"yt : [INFO ] 2018-07-31 15:23:57,204 Parameters: domain_dimensions = [32 32 32]\n",
"yt : [INFO ] 2018-07-31 15:23:57,205 Parameters: domain_left_edge = [0. 0. 0.]\n",
"yt : [INFO ] 2018-07-31 15:23:57,206 Parameters: domain_right_edge = [1. 1. 1.]\n",
"yt : [INFO ] 2018-07-31 15:23:57,207 Parameters: cosmological_simulation = 0.0\n",
"Parsing Hierarchy : 100%|██████████| 173/173 [00:00<00:00, 27962.03it/s]\n",
"yt : [INFO ] 2018-07-31 15:23:57,228 Gathering a field list (this may take a moment.)\n",
"/usr/local/lib/python3.7/site-packages/yt/units/yt_array.py:978: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n",
" ret = super(YTArray, self).__getitem__(item)\n",
"/usr/local/lib/python3.7/site-packages/yt/fields/fluid_fields.py:201: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n",
" new_field[slice_3d] = f\n",
"yt : [INFO ] 2018-07-31 15:23:58,475 xlim = 0.000000 1.000000\n",
"yt : [INFO ] 2018-07-31 15:23:58,476 ylim = 0.000000 1.000000\n",
"yt : [INFO ] 2018-07-31 15:23:58,477 xlim = 0.000000 1.000000\n",
"yt : [INFO ] 2018-07-31 15:23:58,478 ylim = 0.000000 1.000000\n",
"yt : [INFO ] 2018-07-31 15:23:58,490 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
}
],
"source": [
"import yt\n",
"\n",
"ds = yt.load('IsolatedGalaxy/galaxy0030/galaxy0030')\n",
"\n",
"plot = yt.SlicePlot(ds, 2, 'density')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<img style=\"max-width:100%%;max-height:100%%;\" src=\"data:image/png;base64,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\"><br>"
],
"text/plain": [
"<yt.visualization.plot_window.AxisAlignedSlicePlot at 0x10b5971d0>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot.annotate_sphere(center=ds.domain_center, radius=0.1, circle_args={'fill': True, 'facecolor': 'blue'})"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment