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@jzuhone
Created February 18, 2020 21:48
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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": [],
"source": [
"# This makes the axes lines thicker\n",
"plt.rc(\"axes\", linewidth=2)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2020-02-18 16:45:41,890 Parameters: current_time = 1.1835090993823291e+17\n",
"yt : [INFO ] 2020-02-18 16:45:41,891 Parameters: domain_dimensions = [16 16 16]\n",
"yt : [INFO ] 2020-02-18 16:45:41,892 Parameters: domain_left_edge = [-3.70272e+24 -3.70272e+24 -3.70272e+24]\n",
"yt : [INFO ] 2020-02-18 16:45:41,893 Parameters: domain_right_edge = [3.70272e+24 3.70272e+24 3.70272e+24]\n",
"yt : [INFO ] 2020-02-18 16:45:41,894 Parameters: cosmological_simulation = 0.0\n"
]
}
],
"source": [
"ds = yt.load(\"GasSloshing/sloshing_nomag2_hdf5_plt_cnt_0150\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2020-02-18 16:45:46,565 Projection completed\n",
"yt : [INFO ] 2020-02-18 16:45:46,567 xlim = -771419395240581203492864.000000 771419395240581203492864.000000\n",
"yt : [INFO ] 2020-02-18 16:45:46,567 ylim = -771419395240581203492864.000000 771419395240581203492864.000000\n",
"yt : [INFO ] 2020-02-18 16:45:46,569 xlim = -771419395240581203492864.000000 771419395240581203492864.000000\n",
"yt : [INFO ] 2020-02-18 16:45:46,570 ylim = -771419395240581203492864.000000 771419395240581203492864.000000\n",
"yt : [INFO ] 2020-02-18 16:45:46,571 Making a fixed resolution buffer of (('gas', 'kT')) 800 by 800\n"
]
},
{
"data": {
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\"><br>"
],
"text/plain": [
"<yt.visualization.plot_window.ProjectionPlot at 0x12147ca90>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Create a plot as usual\n",
"prj = yt.ProjectionPlot(ds, \"z\", \"kT\", weight_field=\"density\", width=(500.0,\"kpc\"))\n",
"prj.set_log(\"kT\", False)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# We now pick out the plot we want and make a reference to its colorbar\n",
"plot = prj.plots['kT']\n",
"colorbar = plot.cb"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# Next, we call _setup_plots() to ensure the plot is properly initialized. Without this, the custom tickmarks we are adding will be ignored.\n",
"prj._setup_plots()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"# Now you can call various Matplotlib methods on the colorbar object\n",
"colorbar.ax.tick_params(width=2, length=6)\n",
"colorbar.set_ticks([4.6, 5.2, 6.6])\n",
"colorbar.ax.minorticks_on()\n",
"colorbar.ax.tick_params(which='minor', width=2, length=3)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2020-02-18 16:45:47,525 Saving plot sloshing_nomag2_hdf5_plt_cnt_0150_Projection_z_kT_density.png\n"
]
},
{
"data": {
"text/plain": [
"['sloshing_nomag2_hdf5_plt_cnt_0150_Projection_z_kT_density.png']"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"prj.show()"
]
},
{
"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": "3.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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