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@dnarayanan
Created June 23, 2014 14:55
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{
"metadata": {
"name": ""
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"from yt.mods import *\n",
"import numpy as np\n",
"import pdb\n",
"import matplotlib.pyplot as plt\n",
"import yt.units as units\n",
"from yt.units import kpc\n",
"from yt.frontends.sph.data_structures import ParticleDataset\n",
"ParticleDataset.filter_bbox = True\n",
"ParticleDataset._skip_cache = True"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"Load the snapshot on a coarse box and take a projection plot"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"fname = '/Volumes/pegasus/gadgetruns/m13_mr_Dec16_2013/snapdir_257/snapshot_257.0.hdf5'\n",
"\n",
"unit_base = {'UnitLength_in_cm' : 3.08568e+21,\n",
" 'UnitMass_in_g' : 1.989e+43,\n",
" 'UnitVelocity_in_cm_per_s' : 100000}\n",
"\n",
"bbox_lim = 1.e5\n",
"\n",
"bbox = [[-bbox_lim,bbox_lim],\n",
" [-bbox_lim,bbox_lim],\n",
" [-bbox_lim,bbox_lim]]\n",
"\n",
"ds1 = load(fname,unit_base=unit_base,bounding_box=bbox)\n",
"ds1.index\n",
"ad1= ds1.all_data()\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print 'left edge: ',ds1.domain_left_edge\n",
"print 'right edge: ',ds1.domain_right_edge\n",
"print 'center: ',ds1.domain_center\n",
"print 'total SFR is [in entire volume]: ',np.sum(ad1[(\"PartType0\",\"StarFormationRate\")])"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"left edge: [-100000. -100000. -100000.] code_length\n",
"right edge: [ 100000. 100000. 100000.] code_length\n",
"center: [ 0. 0. 0.] code_length\n",
"total SFR is [in entire volume]: "
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
"237.399819416 dimensionless\n"
]
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"px = ProjectionPlot(ds1, 'y', ('deposit', 'all_density'))\n",
"px.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
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\"><br>"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<yt.visualization.plot_window.ProjectionPlot at 0x10cd9f610>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"Find the density peak to serve as a center for the zoomed box"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"density = ad1[(\"PartType0\",\"density\")]\n",
"wdens = np.where(density == np.max(density))\n",
"coordinates = ad1[(\"PartType0\",\"Coordinates\")]\n",
"maxdens_coordinates = coordinates[wdens]\n",
"center = maxdens_coordinates[0]\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"bbox_lim = ds1.quan(5.e3,'code_length')\n",
"\n",
"bbox = [[center[0]-bbox_lim,center[0]+bbox_lim],\n",
" [center[1]-bbox_lim,center[1]+bbox_lim],\n",
" [center[2]-bbox_lim,center[2]+bbox_lim]]\n",
"\n",
"print bbox"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"[[24397.5429688 code_length, 34397.5429688 code_length], [29971.9140625 code_length, 39971.9140625 code_length], [23197.0175781 code_length, 33197.0175781 code_length]]\n"
]
}
],
"prompt_number": 6
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"Load the zoomed snap, and ensure that the bulk of the SFR is still encapsulated"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ds2 = load(fname,unit_base=unit_base,bounding_box=bbox)\n",
"ds2.index\n",
"ds2.periodicity=(False,False,False)\n",
"ad2= ds2.all_data()\n",
"np.sum(ad2[\"PartType0\",\"StarFormationRate\"])"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 7,
"text": [
"219.527018242 dimensionless"
]
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print ds2.domain_center\n",
"print ds2.domain_width\n",
"print 'right edge: ',ds2.domain_right_edge\n",
"print 'left edge: ',ds2.domain_left_edge"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"[ 29397.54296875 34971.9140625 28197.01757812] code_length\n",
"[ 10000. 10000. 10000.] code_length\n",
"right edge: [ 34397.54296875 39971.9140625 33197.01757812] code_length\n",
"left edge: [ 24397.54296875 29971.9140625 23197.01757812] code_length\n"
]
}
],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"px = ProjectionPlot(ds2, 'x', ('deposit', 'PartType0_smoothed_density'))\n",
"px.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
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\"><br>"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<yt.visualization.plot_window.ProjectionPlot at 0x108c92990>"
]
}
],
"prompt_number": 9
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"SAME STUFF BUT DIFFERENT SNAPSHOT; compressed for readability"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"fname = '/Volumes/pegasus/gadgetruns/m13_mr_Dec16_2013/snapdir_239/snapshot_239.0.hdf5'\n",
"unit_base = {'UnitLength_in_cm' : 3.08568e+21,\n",
" 'UnitMass_in_g' : 1.989e+43,\n",
" 'UnitVelocity_in_cm_per_s' : 100000}\n",
"\n",
"bbox_lim = 1.e5\n",
"\n",
"bbox = [[-bbox_lim,bbox_lim],\n",
" [-bbox_lim,bbox_lim],\n",
" [-bbox_lim,bbox_lim]]\n",
" \n",
"\n",
"ds1 = load(fname,unit_base=unit_base,bounding_box=bbox)\n",
"ds1.index\n",
"ad1= ds1.all_data()\n",
"\n",
"\n",
"density = ad1[(\"PartType0\",\"density\")]\n",
"wdens = np.where(density == np.max(density))\n",
"coordinates = ad1[(\"PartType0\",\"Coordinates\")]\n",
"maxdens_coordinates = coordinates[wdens]\n",
"\n",
"center = maxdens_coordinates[0]\n",
"\n",
"bbox_lim = ds1.quan(5.e3,'code_length')\n",
"\n",
"bbox2 = [[center[0]-bbox_lim,center[0]+bbox_lim],\n",
" [center[1]-bbox_lim,center[1]+bbox_lim],\n",
" [center[2]-bbox_lim,center[2]+bbox_lim]]\n",
"\n",
"print bbox2\n",
"\n",
"ds2 = load(fname,unit_base=unit_base,bounding_box=bbox2)\n",
"ds2.index\n",
"ds2.periodicity=(False,False,False)\n",
"ad2= ds2.all_data()\n",
"print \"zoomed SFR: \",np.sum(ad2[\"PartType0\",\"StarFormationRate\"])\n",
"\n",
"print ds2.domain_center\n",
"print ds2.domain_width\n",
"print 'right edge: ',ds2.domain_right_edge\n",
"print 'left edge: ',ds2.domain_left_edge\n",
"\n",
"px = ProjectionPlot(ds2, 'x', ('deposit', 'PartType0_smoothed_density'))\n",
"px.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"[[25125.9824219 code_length, 35125.9824219 code_length], [29278.6796875 code_length, 39278.6796875 code_length], [23595.5566406 code_length, 33595.5566406 code_length]]\n",
"zoomed SFR: "
]
},
{
"ename": "YTDomainOverflow",
"evalue": "Particle bounds (25860.53125 code_length, 29278.6796875 code_length, 23615.6601562 code_length) and (35113.1171875 code_length, 39271.1523438 code_length, 33594.4140625 code_length) exceed domain bounds [ 25125.98242188 29278.6796875 23595.55664062] code_length and [ 35125.98242188 39278.6796875 33595.55664062] code_length",
"output_type": "pyerr",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mYTDomainOverflow\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-10-2daffd009d27>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[0;32mprint\u001b[0m \u001b[0;34m'left edge: '\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mds2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdomain_left_edge\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 43\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 44\u001b[0;31m \u001b[0mpx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mProjectionPlot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mds2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'x'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'deposit'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'PartType0_smoothed_density'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 45\u001b[0m \u001b[0mpx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/visualization/plot_window.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, pf, axis, fields, center, width, axes_unit, weight_field, max_level, origin, fontsize, field_parameters, data_source, proj_style, window_size, aspect)\u001b[0m\n\u001b[1;32m 1213\u001b[0m proj = pf.proj(fields, axis, weight_field=weight_field,\n\u001b[1;32m 1214\u001b[0m \u001b[0mcenter\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcenter\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata_source\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdata_source\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1215\u001b[0;31m field_parameters = field_parameters, style = proj_style)\n\u001b[0m\u001b[1;32m 1216\u001b[0m PWViewerMPL.__init__(self, proj, bounds, fields=fields, origin=origin,\n\u001b[1;32m 1217\u001b[0m fontsize=fontsize, window_size=window_size, aspect=aspect)\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/construction_data_containers.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, field, axis, weight_field, center, pf, data_source, style, field_parameters)\u001b[0m\n\u001b[1;32m 227\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_source\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata_source\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 228\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mweight_field\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mweight_field\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 229\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 230\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 231\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/construction_data_containers.pyc\u001b[0m in \u001b[0;36mget_data\u001b[0;34m(self, fields)\u001b[0m\n\u001b[1;32m 271\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_source\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_field_parameter_state\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfield_parameters\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 272\u001b[0m for chunk in parallel_objects(self.data_source.chunks(\n\u001b[0;32m--> 273\u001b[0;31m chunk_fields, \"io\", local_only = True)): \n\u001b[0m\u001b[1;32m 274\u001b[0m mylog.debug(\"Adding chunk (%s) to tree (%0.3e GB RAM)\", chunk.ires.size,\n\u001b[1;32m 275\u001b[0m get_memory_usage()/1024.)\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/utilities/parallel_tools/parallel_analysis_interface.pyc\u001b[0m in \u001b[0;36mparallel_objects\u001b[0;34m(objects, njobs, storage, barrier, dynamic)\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;31m# this will prevent intermediate objects from being created.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 449\u001b[0m \u001b[0moiter\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mitertools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mislice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobjects\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmy_new_id\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnjobs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 450\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0mobj_id\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m \u001b[0;32min\u001b[0m \u001b[0moiter\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 451\u001b[0m \u001b[0mresult_id\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mobj_id\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mnjobs\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mmy_new_id\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 452\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mstorage\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36mchunks\u001b[0;34m(self, fields, chunking_style, **kwargs)\u001b[0m\n\u001b[1;32m 527\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mchunk\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_chunk\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mchunking_style\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 528\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_chunked_read\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mchunk\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 529\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfields\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 530\u001b[0m \u001b[0;31m# NOTE: we yield before releasing the context\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 531\u001b[0m \u001b[0;32myield\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36mget_data\u001b[0;34m(self, fields)\u001b[0m\n\u001b[1;32m 631\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 632\u001b[0m \u001b[0mfields_to_generate\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mgen_fluids\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mgen_particles\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 633\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_fields\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfields_to_generate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 634\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mfield\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfield_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 635\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mfield\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mofields\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_fields\u001b[0;34m(self, fields_to_generate)\u001b[0m\n\u001b[1;32m 651\u001b[0m \u001b[0mfi\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_field_info\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 652\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 653\u001b[0;31m \u001b[0mfd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_field\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 654\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfd\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndarray\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 655\u001b[0m \u001b[0mfd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfd\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfi\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munits\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_field\u001b[0;34m(self, field)\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mtr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_particle_field\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 256\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 257\u001b[0;31m \u001b[0mtr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_fluid_field\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 258\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtr\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 259\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mYTCouldNotGenerateField\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_fluid_field\u001b[0;34m(self, field)\u001b[0m\n\u001b[1;32m 273\u001b[0m \u001b[0mfinfo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcheck_available\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgen_obj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 274\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mNeedsGridType\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mngt_exception\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 275\u001b[0;31m \u001b[0mrv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_spatial_fluid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mngt_exception\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mghost_zones\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 276\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 277\u001b[0m \u001b[0mrv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfinfo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgen_obj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_spatial_fluid\u001b[0;34m(self, field, ngz)\u001b[0m\n\u001b[1;32m 289\u001b[0m \u001b[0mo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_current_chunk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobjs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 290\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_activate_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 291\u001b[0;31m \u001b[0mind\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselector\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mind\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 292\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 293\u001b[0m \u001b[0mchunks\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_chunk\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"spatial\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mngz\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mngz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 218\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfield_data\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 219\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 220\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 221\u001b[0m \u001b[0;31m# fi.units is the unit expression string. We depend on the registry\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 222\u001b[0m \u001b[0;31m# hanging off the dataset to define this unit object.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36mget_data\u001b[0;34m(self, fields)\u001b[0m\n\u001b[1;32m 631\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 632\u001b[0m \u001b[0mfields_to_generate\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mgen_fluids\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mgen_particles\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 633\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_fields\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfields_to_generate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 634\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mfield\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfield_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 635\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mfield\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mofields\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_fields\u001b[0;34m(self, fields_to_generate)\u001b[0m\n\u001b[1;32m 651\u001b[0m \u001b[0mfi\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_field_info\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 652\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 653\u001b[0;31m \u001b[0mfd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_field\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 654\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfd\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndarray\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 655\u001b[0m \u001b[0mfd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfd\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfi\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munits\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_field\u001b[0;34m(self, field)\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mtr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_particle_field\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 256\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 257\u001b[0;31m \u001b[0mtr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_fluid_field\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 258\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtr\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 259\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mYTCouldNotGenerateField\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/data_containers.pyc\u001b[0m in \u001b[0;36m_generate_fluid_field\u001b[0;34m(self, field)\u001b[0m\n\u001b[1;32m 275\u001b[0m \u001b[0mrv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_generate_spatial_fluid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfield\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mngt_exception\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mghost_zones\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 276\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 277\u001b[0;31m \u001b[0mrv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfinfo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgen_obj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 278\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mrv\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 279\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/fields/derived_field.pyc\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, data)\u001b[0m\n\u001b[1;32m 176\u001b[0m \"for %s\" % (self.name,))\n\u001b[1;32m 177\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munit_registry\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 178\u001b[0;31m \u001b[0mdd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_function\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 179\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mfield_name\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 180\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mfield_name\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0moriginal_fields\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/fields/particle_fields.pyc\u001b[0m in \u001b[0;36m_vol_weight\u001b[0;34m(field, data)\u001b[0m\n\u001b[1;32m 519\u001b[0m rv = data.smooth(pos, [mass, hsml, dens, quan],\n\u001b[1;32m 520\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"volume_weighted\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 521\u001b[0;31m create_octree = True)[0]\n\u001b[0m\u001b[1;32m 522\u001b[0m \u001b[0mrv\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0.0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 523\u001b[0m \u001b[0;31m# Now some quick unit conversions.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/data_objects/octree_subset.pyc\u001b[0m in \u001b[0;36msmooth\u001b[0;34m(self, positions, fields, index_fields, method, create_octree, nneighbors)\u001b[0m\n\u001b[1;32m 172\u001b[0m \u001b[0mpositions\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpositions\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpositions\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 173\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdomain_left_edge\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 174\u001b[0;31m self.pf.domain_right_edge,False)\n\u001b[0m\u001b[1;32m 175\u001b[0m \u001b[0mmorton\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msort\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 176\u001b[0m particle_octree = ParticleOctreeContainer([1, 1, 1],\n",
"\u001b[0;32m/Users/desika/yt-x86_64/src/yt-hg/yt/utilities/lib/geometry_utils.so\u001b[0m in \u001b[0;36myt.utilities.lib.geometry_utils.compute_morton (yt/utilities/lib/geometry_utils.c:5974)\u001b[0;34m()\u001b[0m\n",
"\u001b[0;31mYTDomainOverflow\u001b[0m: Particle bounds (25860.53125 code_length, 29278.6796875 code_length, 23615.6601562 code_length) and (35113.1171875 code_length, 39271.1523438 code_length, 33594.4140625 code_length) exceed domain bounds [ 25125.98242188 29278.6796875 23595.55664062] code_length and [ 35125.98242188 39278.6796875 33595.55664062] code_length"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 219.07782428 dimensionless\n",
"[ 30125.98242188 34278.6796875 28595.55664062] code_length\n",
"[ 10000. 10000. 10000.] code_length\n",
"right edge: [ 35125.98242188 39278.6796875 33595.55664062] code_length\n",
"left edge: [ 25125.98242188 29278.6796875 23595.55664062] code_length\n"
]
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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