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@jzuhone
Created October 30, 2020 21:12
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# Region file format: DS9 version 4.1
global color=green dashlist=8 3 width=1 font="helvetica 10 normal roman" select=1 highlite=1 dash=0 fixed=0 edit=1 move=1 delete=1 include=1 source=1
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box(512,512,300,300,0)
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import yt\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2020-10-30 17:09:54,535 Parameters: current_time = 1.1835090993823291e+17\n",
"yt : [INFO ] 2020-10-30 17:09:54,535 Parameters: domain_dimensions = [16 16 16]\n",
"yt : [INFO ] 2020-10-30 17:09:54,536 Parameters: domain_left_edge = [-3.70272e+24 -3.70272e+24 -3.70272e+24]\n",
"yt : [INFO ] 2020-10-30 17:09:54,538 Parameters: domain_right_edge = [3.70272e+24 3.70272e+24 3.70272e+24]\n",
"yt : [INFO ] 2020-10-30 17:09:54,538 Parameters: cosmological_simulation = 0.0\n"
]
}
],
"source": [
"# Sample dataset\n",
"ds = yt.load(\"GasSloshing/sloshing_nomag2_hdf5_plt_cnt_0150\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# This is a field of mazzotta_weighting * kT\n",
"def _wkT(field, data):\n",
" return data[\"gas\",\"mazzotta_weighting\"]*data[\"gas\",\"kT\"]\n",
"ds.add_field((\"gas\",\"wkT\"), _wkT, sampling_type=\"cell\", units=\"keV\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2020-10-30 17:09:57,730 Projection completed\n",
"yt : [INFO ] 2020-10-30 17:09:57,732 Making an image of the entire domain, so setting the center to the domain center.\n",
"yt : [INFO ] 2020-10-30 17:09:57,733 Changing FITS file length unit to kpc.\n",
"yt : [INFO ] 2020-10-30 17:09:58,191 Making a fixed resolution buffer of (('gas', 'wkT')) 512 by 512\n",
"yt : [INFO ] 2020-10-30 17:09:58,208 Making a FITS image of field wkT\n",
"yt : [INFO ] 2020-10-30 17:09:58,210 Making a fixed resolution buffer of (('gas', 'mazzotta_weighting')) 512 by 512\n",
"yt : [INFO ] 2020-10-30 17:09:59,671 Projection completed\n",
"yt : [INFO ] 2020-10-30 17:09:59,702 Making a FITS image of field mazzotta_weighting\n"
]
}
],
"source": [
"# This makes a projection with two maps: integrate(w*kT*dz), integrate(w*dz), \n",
"# where \"w\" is the mazzotta weighting term, and dividing the first map by the second\n",
"# map gives you the mazzotta-weighted temperature map. This is what yt does internally\n",
"# when you specify \"weight_field\", but you can now do other things (weight within annuli, \n",
"# etc.) with these maps. You can do the same thing with FITSOffAxisProjection.\n",
"prj = yt.FITSProjection(ds, \"z\", [(\"gas\",\"wkT\"),(\"gas\",\"mazzotta_weighting\")], image_res=512)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fca6c8f5520>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Divide one map by the other and get the mazzotta-weighted temp\n",
"plt.figure(figsize=(10,10))\n",
"plt.imshow(prj[\"wkT\"].data.d/prj[\"mazzotta_weighting\"].data.d, origin='lower')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.8.5 64-bit ('py38': conda)",
"language": "python",
"name": "python38564bitpy38condaa00d156cdf6e46f5a03b35c69edc3099"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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