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Created February 8, 2016 17:51
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{
"cells": [
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"yt : [INFO ] 2016-02-08 11:49:54,815 Warning: no_ghost is currently True (default). This may lead to artifacts at grid boundaries.\n"
]
}
],
"source": [
"import yt\n",
"from yt.visualization.image_writer import write_bitmap\n",
"ds = yt.load(\"IsolatedGalaxy/galaxy0030/galaxy0030\")\n",
"\n",
"tf = yt.ColorTransferFunction((-28, -24))\n",
"tf.add_layers(4, w=0.01)\n",
"cam = ds.camera([0.5, 0.5, 0.5], [1.0, 1.0, 1.0], (20, 'kpc'), 512, tf, fields=[\"density\"])\n",
"im = cam.snapshot()\n",
"scaled_im = write_bitmap(im, 'dummy.png')"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(-0.5, 511.5, 511.5, -0.5)"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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j0qV1PProI8iyDGEYY2NjE2EYwnU9TCY+LMtEFEUIwwie5wEA7t3bQL/fwyef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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x110326e10>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"from matplotlib import pyplot as plt\n",
"\n",
"plt.imshow(scaled_im)\n",
"\n",
"# text coordinates in pixel coordinates\n",
"plt.text(450, 500, 'text!', color='white')\n",
"plt.axis('off')"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.figure.Figure at 0x110875210>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.savefig('final_image.png')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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