01_Allen_API.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "http://alleninstitute.github.io/AllenSDK/_static/examples/nb/mouse_connectivity.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import nibabel as nb\n",
    "from nighres.io import io_mesh\n",
    "import matplotlib.pyplot as plt\n",
    "from allensdk.core.mouse_connectivity_cache import MouseConnectivityCache\n",
    "from nipype.interfaces import fsl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "data_dir = '/home/julia/data/gradients/allen_atlas/'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Download template and save to nifti"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "mcc = MouseConnectivityCache(manifest_file=data_dir+'allen_manifest.json')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-11 13:19:00,526 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/average_template/average_template_25.nrrd\n"
     ]
    }
   ],
   "source": [
    "template, template_info = mcc.get_template_volume('/tmp/template.nrrd')\n",
    "nb.Nifti1Image(template, np.eye(4)*0.025).to_filename(data_dir+'template.nii.gz')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Access information from structure tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{997: 'root',\n",
       " 8: 'Basic cell groups and regions',\n",
       " 567: 'Cerebrum',\n",
       " 688: 'Cerebral cortex',\n",
       " 695: 'Cortical plate',\n",
       " 315: 'Isocortex',\n",
       " 184: 'Frontal pole, cerebral cortex',\n",
       " 68: 'Frontal pole, layer 1',\n",
       " 667: 'Frontal pole, layer 2/3',\n",
       " 526157192: 'Frontal pole, layer 5',\n",
       " 526157196: 'Frontal pole, layer 6a',\n",
       " 526322264: 'Frontal pole, layer 6b',\n",
       " 500: 'Somatomotor areas',\n",
       " 107: 'Somatomotor areas, Layer 1',\n",
       " 219: 'Somatomotor areas, Layer 2/3',\n",
       " 299: 'Somatomotor areas, Layer 5',\n",
       " 644: 'Somatomotor areas, Layer 6a',\n",
       " 947: 'Somatomotor areas, Layer 6b',\n",
       " 985: 'Primary motor area',\n",
       " 320: 'Primary motor area, Layer 1',\n",
       " 943: 'Primary motor area, Layer 2/3',\n",
       " 648: 'Primary motor area, Layer 5',\n",
       " 844: 'Primary motor area, Layer 6a',\n",
       " 882: 'Primary motor area, Layer 6b',\n",
       " 993: 'Secondary motor area',\n",
       " 656: 'Secondary motor area, layer 1',\n",
       " 962: 'Secondary motor area, layer 2/3',\n",
       " 767: 'Secondary motor area, layer 5',\n",
       " 1021: 'Secondary motor area, layer 6a',\n",
       " 1085: 'Secondary motor area, layer 6b',\n",
       " 453: 'Somatosensory areas',\n",
       " 12993: 'Somatosensory areas, layer 1',\n",
       " 12994: 'Somatosensory areas, layer 2/3',\n",
       " 12995: 'Somatosensory areas, layer 4',\n",
       " 12996: 'Somatosensory areas, layer 5',\n",
       " 12997: 'Somatosensory areas, layer 6a',\n",
       " 12998: 'Somatosensory areas, layer 6b',\n",
       " 322: 'Primary somatosensory area',\n",
       " 793: 'Primary somatosensory area, layer 1',\n",
       " 346: 'Primary somatosensory area, layer 2/3',\n",
       " 865: 'Primary somatosensory area, layer 4',\n",
       " 921: 'Primary somatosensory area, layer 5',\n",
       " 686: 'Primary somatosensory area, layer 6a',\n",
       " 719: 'Primary somatosensory area, layer 6b',\n",
       " 353: 'Primary somatosensory area, nose',\n",
       " 558: 'Primary somatosensory area, nose, layer 1',\n",
       " 838: 'Primary somatosensory area, nose, layer 2/3',\n",
       " 654: 'Primary somatosensory area, nose, layer 4',\n",
       " 702: 'Primary somatosensory area, nose, layer 5',\n",
       " 889: 'Primary somatosensory area, nose, layer 6a',\n",
       " 929: 'Primary somatosensory area, nose, layer 6b',\n",
       " 329: 'Primary somatosensory area, barrel field',\n",
       " 981: 'Primary somatosensory area, barrel field, layer 1',\n",
       " 201: 'Primary somatosensory area, barrel field, layer 2/3',\n",
       " 1047: 'Primary somatosensory area, barrel field, layer 4',\n",
       " 1070: 'Primary somatosensory area, barrel field, layer 5',\n",
       " 1038: 'Primary somatosensory area, barrel field, layer 6a',\n",
       " 1062: 'Primary somatosensory area, barrel field, layer 6b',\n",
       " 480149202: 'Rostrolateral lateral visual area',\n",
       " 480149206: 'Rostrolateral lateral visual area, layer 1',\n",
       " 480149210: 'Rostrolateral lateral visual area, layer 2/3',\n",
       " 480149214: 'Rostrolateral lateral visual area, layer 4',\n",
       " 480149218: 'Rostrolateral lateral visual area,layer 5',\n",
       " 480149222: 'Rostrolateral lateral visual area, layer 6a',\n",
       " 480149226: 'Rostrolateral lateral visual area, layer 6b',\n",
       " 337: 'Primary somatosensory area, lower limb',\n",
       " 1030: 'Primary somatosensory area, lower limb, layer 1',\n",
       " 113: 'Primary somatosensory area, lower limb, layer 2/3',\n",
       " 1094: 'Primary somatosensory area, lower limb, layer 4',\n",
       " 1128: 'Primary somatosensory area, lower limb, layer 5',\n",
       " 478: 'Primary somatosensory area, lower limb, layer 6a',\n",
       " 510: 'Primary somatosensory area, lower limb, layer 6b',\n",
       " 345: 'Primary somatosensory area, mouth',\n",
       " 878: 'Primary somatosensory area, mouth, layer 1',\n",
       " 657: 'Primary somatosensory area, mouth, layer 2/3',\n",
       " 950: 'Primary somatosensory area, mouth, layer 4',\n",
       " 974: 'Primary somatosensory area, mouth, layer 5',\n",
       " 1102: 'Primary somatosensory area, mouth, layer 6a',\n",
       " 2: 'Primary somatosensory area, mouth, layer 6b',\n",
       " 369: 'Primary somatosensory area, upper limb',\n",
       " 450: 'Primary somatosensory area, upper limb, layer 1',\n",
       " 854: 'Primary somatosensory area, upper limb, layer 2/3',\n",
       " 577: 'Primary somatosensory area, upper limb, layer 4',\n",
       " 625: 'Primary somatosensory area, upper limb, layer 5',\n",
       " 945: 'Primary somatosensory area, upper limb, layer 6a',\n",
       " 1026: 'Primary somatosensory area, upper limb, layer 6b',\n",
       " 361: 'Primary somatosensory area, trunk',\n",
       " 1006: 'Primary somatosensory area, trunk, layer 1',\n",
       " 670: 'Primary somatosensory area, trunk, layer 2/3',\n",
       " 1086: 'Primary somatosensory area, trunk, layer 4',\n",
       " 1111: 'Primary somatosensory area, trunk, layer 5',\n",
       " 9: 'Primary somatosensory area, trunk, layer 6a',\n",
       " 461: 'Primary somatosensory area, trunk, layer 6b',\n",
       " 182305689: 'Primary somatosensory area, unassigned',\n",
       " 182305693: 'Primary somatosensory area, unassigned, layer 1',\n",
       " 182305697: 'Primary somatosensory area, unassigned, layer 2/3',\n",
       " 182305701: 'Primary somatosensory area, unassigned, layer 4',\n",
       " 182305705: 'Primary somatosensory area, unassigned, layer 5',\n",
       " 182305709: 'Primary somatosensory area, unassigned, layer 6a',\n",
       " 182305713: 'Primary somatosensory area, unassigned, layer 6b',\n",
       " 378: 'Supplemental somatosensory area',\n",
       " 873: 'Supplemental somatosensory area, layer 1',\n",
       " 806: 'Supplemental somatosensory area, layer 2/3',\n",
       " 1035: 'Supplemental somatosensory area, layer 4',\n",
       " 1090: 'Supplemental somatosensory area, layer 5',\n",
       " 862: 'Supplemental somatosensory area, layer 6a',\n",
       " 893: 'Supplemental somatosensory area, layer 6b',\n",
       " 1057: 'Gustatory areas',\n",
       " 36: 'Gustatory areas, layer 1',\n",
       " 180: 'Gustatory areas, layer 2/3',\n",
       " 148: 'Gustatory areas, layer 4',\n",
       " 187: 'Gustatory areas, layer 5',\n",
       " 638: 'Gustatory areas, layer 6a',\n",
       " 662: 'Gustatory areas, layer 6b',\n",
       " 677: 'Visceral area',\n",
       " 897: 'Visceral area, layer 1',\n",
       " 1106: 'Visceral area, layer 2/3',\n",
       " 1010: 'Visceral area, layer 4',\n",
       " 1058: 'Visceral area, layer 5',\n",
       " 857: 'Visceral area, layer 6a',\n",
       " 849: 'Visceral area, layer 6b',\n",
       " 247: 'Auditory areas',\n",
       " 1011: 'Dorsal auditory area',\n",
       " 527: 'Dorsal auditory area, layer 1',\n",
       " 600: 'Dorsal auditory area, layer 2/3',\n",
       " 678: 'Dorsal auditory area, layer 4',\n",
       " 252: 'Dorsal auditory area, layer 5',\n",
       " 156: 'Dorsal auditory area, layer 6a',\n",
       " 243: 'Dorsal auditory area, layer 6b',\n",
       " 480149230: 'Laterolateral anterior visual area',\n",
       " 480149234: 'Laterolateral anterior visual area, layer 1',\n",
       " 480149238: 'Laterolateral anterior visual area, layer 2/3',\n",
       " 480149242: 'Laterolateral anterior visual area, layer 4',\n",
       " 480149246: 'Laterolateral anterior visual area,layer 5',\n",
       " 480149250: 'Laterolateral anterior visual area, layer 6a',\n",
       " 480149254: 'Laterolateral anterior visual area, layer 6b',\n",
       " 1002: 'Primary auditory area',\n",
       " 735: 'Primary auditory area, layer 1',\n",
       " 251: 'Primary auditory area, layer 2/3',\n",
       " 816: 'Primary auditory area, layer 4',\n",
       " 847: 'Primary auditory area, layer 5',\n",
       " 954: 'Primary auditory area, layer 6a',\n",
       " 1005: 'Primary auditory area, layer 6b',\n",
       " 1027: 'Posterior auditory area',\n",
       " 696: 'Posterior auditory area, layer 1',\n",
       " 643: 'Posterior auditory area, layer 2/3',\n",
       " 759: 'Posterior auditory area, layer 4',\n",
       " 791: 'Posterior auditory area, layer 5',\n",
       " 249: 'Posterior auditory area, layer 6a',\n",
       " 456: 'Posterior auditory area, layer 6b',\n",
       " 1018: 'Ventral auditory area',\n",
       " 959: 'Ventral auditory area, layer 1',\n",
       " 755: 'Ventral auditory area, layer 2/3',\n",
       " 990: 'Ventral auditory area, layer 4',\n",
       " 1023: 'Ventral auditory area, layer 5',\n",
       " 520: 'Ventral auditory area, layer 6a',\n",
       " 598: 'Ventral auditory area, layer 6b',\n",
       " 669: 'Visual areas',\n",
       " 801: 'Visual areas, layer 1',\n",
       " 561: 'Visual areas, layer 2/3',\n",
       " 913: 'Visual areas, layer 4',\n",
       " 937: 'Visual areas, layer 5',\n",
       " 457: 'Visual areas, layer 6a',\n",
       " 497: 'Visual areas, layer 6b',\n",
       " 402: 'Anterolateral visual area',\n",
       " 1074: 'Anterolateral visual area, layer 1',\n",
       " 905: 'Anterolateral visual area, layer 2/3',\n",
       " 1114: 'Anterolateral visual area, layer 4',\n",
       " 233: 'Anterolateral visual area, layer 5',\n",
       " 601: 'Anterolateral visual area, layer 6a',\n",
       " 649: 'Anterolateral visual area, layer 6b',\n",
       " 394: 'Anteromedial visual area',\n",
       " 281: 'Anteromedial visual area, layer 1',\n",
       " 1066: 'Anteromedial visual area, layer 2/3',\n",
       " 401: 'Anteromedial visual area, layer 4',\n",
       " 433: 'Anteromedial visual area, layer 5',\n",
       " 1046: 'Anteromedial visual area, layer 6a',\n",
       " 441: 'Anteromedial visual area, layer 6b',\n",
       " 409: 'Lateral visual area',\n",
       " 421: 'Lateral visual area, layer 1',\n",
       " 973: 'Lateral visual area, layer 2/3',\n",
       " 573: 'Lateral visual area, layer 4',\n",
       " 613: 'Lateral visual area, layer 5',\n",
       " 74: 'Lateral visual area, layer 6a',\n",
       " 121: 'Lateral visual area, layer 6b',\n",
       " 385: 'Primary visual area',\n",
       " 593: 'Primary visual area, layer 1',\n",
       " 821: 'Primary visual area, layer 2/3',\n",
       " 721: 'Primary visual area, layer 4',\n",
       " 778: 'Primary visual area, layer 5',\n",
       " 33: 'Primary visual area, layer 6a',\n",
       " 305: 'Primary visual area, layer 6b',\n",
       " 425: 'Posterolateral visual area',\n",
       " 750: 'Posterolateral visual area, layer 1',\n",
       " 269: 'Posterolateral visual area, layer 2/3',\n",
       " 869: 'Posterolateral visual area, layer 4',\n",
       " 902: 'Posterolateral visual area, layer 5',\n",
       " 377: 'Posterolateral visual area, layer 6a',\n",
       " 393: 'Posterolateral visual area, layer 6b',\n",
       " 533: 'posteromedial visual area',\n",
       " 805: 'posteromedial visual area, layer 1',\n",
       " 41: 'posteromedial visual area, layer 2/3',\n",
       " 501: 'posteromedial visual area, layer 4',\n",
       " 565: 'posteromedial visual area, layer 5',\n",
       " 257: 'posteromedial visual area, layer 6a',\n",
       " 469: 'posteromedial visual area, layer 6b',\n",
       " 312782574: 'Laterointermediate area',\n",
       " 312782578: 'Laterointermediate area, layer 1',\n",
       " 312782582: 'Laterointermediate area, layer 2/3',\n",
       " 312782586: 'Laterointermediate area, layer 4',\n",
       " 312782590: 'Laterointermediate area, layer 5',\n",
       " 312782594: 'Laterointermediate area, layer 6a',\n",
       " 312782598: 'Laterointermediate area, layer 6b',\n",
       " 312782628: 'Postrhinal area',\n",
       " 312782632: 'Postrhinal area, layer 1',\n",
       " 312782636: 'Postrhinal area, layer 2/3',\n",
       " 312782640: 'Postrhinal area, layer 4',\n",
       " 312782644: 'Postrhinal area, layer 5',\n",
       " 312782648: 'Postrhinal area, layer 6a',\n",
       " 312782652: 'Postrhinal area, layer 6b',\n",
       " 31: 'Anterior cingulate area',\n",
       " 572: 'Anterior cingulate area, layer 1',\n",
       " 1053: 'Anterior cingulate area, layer 2/3',\n",
       " 739: 'Anterior cingulate area, layer 5',\n",
       " 179: 'Anterior cingulate area, layer 6a',\n",
       " 227: 'Anterior cingulate area, layer 6b',\n",
       " 39: 'Anterior cingulate area, dorsal part',\n",
       " 935: 'Anterior cingulate area, dorsal part, layer 1',\n",
       " 211: 'Anterior cingulate area, dorsal part, layer 2/3',\n",
       " 1015: 'Anterior cingulate area, dorsal part, layer 5',\n",
       " 919: 'Anterior cingulate area, dorsal part, layer 6a',\n",
       " 927: 'Anterior cingulate area, dorsal part, layer 6b',\n",
       " 48: 'Anterior cingulate area, ventral part',\n",
       " 588: 'Anterior cingulate area, ventral part, layer 1',\n",
       " 296: 'Anterior cingulate area, ventral part, layer 2/3',\n",
       " 772: 'Anterior cingulate area, ventral part, layer 5',\n",
       " 810: 'Anterior cingulate area, ventral part, 6a',\n",
       " 819: 'Anterior cingulate area, ventral part, 6b',\n",
       " 972: 'Prelimbic area',\n",
       " 171: 'Prelimbic area, layer 1',\n",
       " 195: 'Prelimbic area, layer 2',\n",
       " 304: 'Prelimbic area, layer 2/3',\n",
       " 363: 'Prelimbic area, layer 5',\n",
       " 84: 'Prelimbic area, layer 6a',\n",
       " 132: 'Prelimbic area, layer 6b',\n",
       " 44: 'Infralimbic area',\n",
       " 707: 'Infralimbic area, layer 1',\n",
       " 747: 'Infralimbic area, layer 2',\n",
       " 556: 'Infralimbic area, layer 2/3',\n",
       " 827: 'Infralimbic area, layer 5',\n",
       " 1054: 'Infralimbic area, layer 6a',\n",
       " 1081: 'Infralimbic area, layer 6b',\n",
       " 714: 'Orbital area',\n",
       " 264: 'Orbital area, layer 1',\n",
       " 492: 'Orbital area, layer 2/3',\n",
       " 352: 'Orbital area, layer 5',\n",
       " 476: 'Orbital area, layer 6a',\n",
       " 516: 'Orbital area, layer 6b',\n",
       " 723: 'Orbital area, lateral part',\n",
       " 448: 'Orbital area, lateral part, layer 1',\n",
       " 412: 'Orbital area, lateral part, layer 2/3',\n",
       " 630: 'Orbital area, lateral part, layer 5',\n",
       " 440: 'Orbital area, lateral part, layer 6a',\n",
       " 488: 'Orbital area, lateral part, layer 6b',\n",
       " 731: 'Orbital area, medial part',\n",
       " 484: 'Orbital area, medial part, layer 1',\n",
       " 524: 'Orbital area, medial part, layer 2',\n",
       " 582: 'Orbital area, medial part, layer 2/3',\n",
       " 620: 'Orbital area, medial part, layer 5',\n",
       " 910: 'Orbital area, medial part, layer 6a',\n",
       " 527696977: 'Orbital area, medial part, layer 6b',\n",
       " 738: 'Orbital area, ventral part',\n",
       " 746: 'Orbital area, ventrolateral part',\n",
       " 969: 'Orbital area, ventrolateral part, layer 1',\n",
       " 288: 'Orbital area, ventrolateral part, layer 2/3',\n",
       " 1125: 'Orbital area, ventrolateral part, layer 5',\n",
       " 608: 'Orbital area, ventrolateral part, layer 6a',\n",
       " 680: 'Orbital area, ventrolateral part, layer 6b',\n",
       " 95: 'Agranular insular area',\n",
       " 104: 'Agranular insular area, dorsal part',\n",
       " 996: 'Agranular insular area, dorsal part, layer 1',\n",
       " 328: 'Agranular insular area, dorsal part, layer 2/3',\n",
       " 1101: 'Agranular insular area, dorsal part, layer 5',\n",
       " 783: 'Agranular insular area, dorsal part, layer 6a',\n",
       " 831: 'Agranular insular area, dorsal part, layer 6b',\n",
       " 111: 'Agranular insular area, posterior part',\n",
       " 120: 'Agranular insular area, posterior part, layer 1',\n",
       " 163: 'Agranular insular area, posterior part, layer 2/3',\n",
       " 344: 'Agranular insular area, posterior part, layer 5',\n",
       " 314: 'Agranular insular area, posterior part, layer 6a',\n",
       " 355: 'Agranular insular area, posterior part, layer 6b',\n",
       " 119: 'Agranular insular area, ventral part',\n",
       " 704: 'Agranular insular area, ventral part, layer 1',\n",
       " 694: 'Agranular insular area, ventral part, layer 2/3',\n",
       " 800: 'Agranular insular area, ventral part, layer 5',\n",
       " 675: 'Agranular insular area, ventral part, layer 6a',\n",
       " 699: 'Agranular insular area, ventral part, layer 6b',\n",
       " 254: 'Retrosplenial area',\n",
       " 894: 'Retrosplenial area, lateral agranular part',\n",
       " 671: 'Retrosplenial area, lateral agranular part, layer 1',\n",
       " 965: 'Retrosplenial area, lateral agranular part, layer 2/3',\n",
       " 774: 'Retrosplenial area, lateral agranular part, layer 5',\n",
       " 906: 'Retrosplenial area, lateral agranular part, layer 6a',\n",
       " 279: 'Retrosplenial area, lateral agranular part, layer 6b',\n",
       " 480149258: 'Mediomedial anterior visual area',\n",
       " 480149262: 'Mediomedial anterior visual area, layer 1',\n",
       " 480149266: 'Mediomedial anterior visual area, layer 2/3',\n",
       " 480149270: 'Mediomedial anterior visual area, layer 4',\n",
       " 480149274: 'Mediomedial anterior visual area,layer 5',\n",
       " 480149278: 'Mediomedial anterior visual area, layer 6a',\n",
       " 480149282: 'Mediomedial anterior visual area, layer 6b',\n",
       " 480149286: 'Mediomedial posterior visual area',\n",
       " 480149290: 'Mediomedial posterior visual area, layer 1',\n",
       " 480149294: 'Mediomedial posterior visual area, layer 2/3',\n",
       " 480149298: 'Mediomedial posterior visual area, layer 4',\n",
       " 480149302: 'Mediomedial posterior visual area,layer 5',\n",
       " 480149306: 'Mediomedial posterior visual area, layer 6a',\n",
       " 480149310: 'Mediomedial posterior visual area, layer 6b',\n",
       " 480149314: 'Medial visual area',\n",
       " 480149318: 'Medial visual area, layer 1',\n",
       " 480149322: 'Medial visual area, layer 2/3',\n",
       " 480149326: 'Medial visual area, layer 4',\n",
       " 480149330: 'Medial visual area,layer 5',\n",
       " 480149334: 'Medial visual area, layer 6a',\n",
       " 480149338: 'Medial visual area, layer 6b',\n",
       " 879: 'Retrosplenial area, dorsal part',\n",
       " 442: 'Retrosplenial area, dorsal part, layer 1',\n",
       " 434: 'Retrosplenial area, dorsal part, layer 2/3',\n",
       " 545: 'Retrosplenial area, dorsal part, layer 4',\n",
       " 610: 'Retrosplenial area, dorsal part, layer 5',\n",
       " 274: 'Retrosplenial area, dorsal part, layer 6a',\n",
       " 330: 'Retrosplenial area, dorsal part, layer 6b',\n",
       " 886: 'Retrosplenial area, ventral part',\n",
       " 542: 'Retrosplenial area, ventral part, layer 1',\n",
       " 606: 'Retrosplenial area, ventral part, layer 2',\n",
       " 430: 'Retrosplenial area, ventral part, layer 2/3',\n",
       " 687: 'Retrosplenial area, ventral part, layer 5',\n",
       " 590: 'Retrosplenial area, ventral part, layer 6a',\n",
       " 622: 'Retrosplenial area, ventral part, layer 6b',\n",
       " 22: 'Posterior parietal association areas',\n",
       " 532: 'Posterior parietal association areas, layer 1',\n",
       " 241: 'Posterior parietal association areas, layer 2/3',\n",
       " 635: 'Posterior parietal association areas, layer 4',\n",
       " 683: 'Posterior parietal association areas, layer 5',\n",
       " 308: 'Posterior parietal association areas, layer 6a',\n",
       " 340: 'Posterior parietal association areas, layer 6b',\n",
       " 312782546: 'Anterior area',\n",
       " 312782550: 'Anterior area, layer 1',\n",
       " 312782554: 'Anterior area, layer 2/3',\n",
       " 312782558: 'Anterior area, layer 4',\n",
       " 312782562: 'Anterior area, layer 5',\n",
       " 312782566: 'Anterior area, layer 6a',\n",
       " 312782570: 'Anterior area, layer 6b',\n",
       " 417: 'Rostrolateral visual area',\n",
       " 312782604: 'Rostrolateral area, layer 1',\n",
       " 312782608: 'Rostrolateral area, layer 2/3',\n",
       " 312782612: 'Rostrolateral area, layer 4',\n",
       " 312782616: 'Rostrolateral area, layer 5',\n",
       " 312782620: 'Rostrolateral area, layer 6a',\n",
       " 312782624: 'Rostrolateral area, layer 6b',\n",
       " 541: 'Temporal association areas',\n",
       " 97: 'Temporal association areas, layer 1',\n",
       " 1127: 'Temporal association areas, layer 2/3',\n",
       " 234: 'Temporal association areas, layer 4',\n",
       " 289: 'Temporal association areas, layer 5',\n",
       " 729: 'Temporal association areas, layer 6a',\n",
       " 786: 'Temporal association areas, layer 6b',\n",
       " 922: 'Perirhinal area',\n",
       " 540: 'Perirhinal area, layer 1',\n",
       " 888: 'Perirhinal area, layer 2/3',\n",
       " 692: 'Perirhinal area, layer 5',\n",
       " 335: 'Perirhinal area, layer 6a',\n",
       " 368: 'Perirhinal area, layer 6b',\n",
       " 895: 'Ectorhinal area',\n",
       " 836: 'Ectorhinal area/Layer 1',\n",
       " 427: 'Ectorhinal area/Layer 2/3',\n",
       " 988: 'Ectorhinal area/Layer 5',\n",
       " 977: 'Ectorhinal area/Layer 6a',\n",
       " 1045: 'Ectorhinal area/Layer 6b',\n",
       " 698: 'Olfactory areas',\n",
       " 507: 'Main olfactory bulb',\n",
       " 212: 'Main olfactory bulb, glomerular layer',\n",
       " 220: 'Main olfactory bulb, granule layer',\n",
       " 228: 'Main olfactory bulb, inner plexiform layer',\n",
       " 236: 'Main olfactory bulb, mitral layer',\n",
       " 244: 'Main olfactory bulb, outer plexiform layer',\n",
       " 151: 'Accessory olfactory bulb',\n",
       " 188: 'Accessory olfactory bulb, glomerular layer',\n",
       " 196: 'Accessory olfactory bulb, granular layer',\n",
       " 204: 'Accessory olfactory bulb, mitral layer',\n",
       " 159: 'Anterior olfactory nucleus',\n",
       " 167: 'Anterior olfactory nucleus, dorsal part',\n",
       " 175: 'Anterior olfactory nucleus, external part',\n",
       " 183: 'Anterior olfactory nucleus, lateral part',\n",
       " 191: 'Anterior olfactory nucleus, medial part',\n",
       " 199: 'Anterior olfactory nucleus, posteroventral part',\n",
       " 160: 'Anterior olfactory nucleus, layer 1',\n",
       " 168: 'Anterior olfactory nucleus, layer 2',\n",
       " 589: 'Taenia tecta',\n",
       " 597: 'Taenia tecta, dorsal part',\n",
       " 297: 'Taenia tecta, dorsal part, layers 1-4',\n",
       " 1034: 'Taenia tecta, dorsal part, layer 1',\n",
       " 1042: 'Taenia tecta, dorsal part, layer 2',\n",
       " 1050: 'Taenia tecta, dorsal part, layer 3',\n",
       " 1059: 'Taenia tecta, dorsal part, layer 4',\n",
       " 605: 'Taenia tecta, ventral part',\n",
       " 306: 'Taenia tecta, ventral part, layers 1-3',\n",
       " 1067: 'Taenia tecta, ventral part, layer 1',\n",
       " 1075: 'Taenia tecta, ventral part, layer 2',\n",
       " 1082: 'Taenia tecta, ventral part, layer 3',\n",
       " 814: 'Dorsal peduncular area',\n",
       " 496: 'Dorsal peduncular area, layer 1',\n",
       " 535: 'Dorsal peduncular area, layer 2',\n",
       " 360: 'Dorsal peduncular area, layer 2/3',\n",
       " 646: 'Dorsal peduncular area, layer 5',\n",
       " 267: 'Dorsal peduncular area, layer 6a',\n",
       " 961: 'Piriform area',\n",
       " 152: 'Piriform area, layers 1-3',\n",
       " 276: 'Piriform area, molecular layer',\n",
       " 284: 'Piriform area, pyramidal layer',\n",
       " 291: 'Piriform area, polymorph layer',\n",
       " 619: 'Nucleus of the lateral olfactory tract',\n",
       " 392: 'Nucleus of the lateral olfactory tract, layers 1-3',\n",
       " 260: 'Nucleus of the lateral olfactory tract, molecular layer',\n",
       " 268: 'Nucleus of the lateral olfactory tract, pyramidal layer',\n",
       " 1139: 'Nucleus of the lateral olfactory tract, layer 3',\n",
       " 631: 'Cortical amygdalar area',\n",
       " 639: 'Cortical amygdalar area, anterior part',\n",
       " 192: 'Cortical amygdalar area, anterior part, layer 1',\n",
       " 200: 'Cortical amygdalar area, anterior part, layer 2',\n",
       " 208: 'Cortical amygdalar area, anterior part, layer 3',\n",
       " 647: 'Cortical amygdalar area, posterior part',\n",
       " 655: 'Cortical amygdalar area, posterior part, lateral zone',\n",
       " 584: 'Cortical amygdalar area, posterior part, lateral zone, layers 1-2',\n",
       " 376: 'Cortical amygdalar area, posterior part, lateral zone, layers 1-3',\n",
       " 216: 'Cortical amygdalar area, posterior part, lateral zone, layer 1',\n",
       " 224: 'Cortical amygdalar area, posterior part, lateral zone, layer 2',\n",
       " 232: 'Cortical amygdalar area, posterior part, lateral zone, layer 3',\n",
       " 663: 'Cortical amygdalar area, posterior part, medial zone',\n",
       " 592: 'Cortical amygdalar area, posterior part, medial zone, layers 1-2',\n",
       " 383: 'Cortical amygdalar area, posterior part, medial zone, layers 1-3',\n",
       " 240: 'Cortical amygdalar area, posterior part, medial zone, layer 1',\n",
       " 248: 'Cortical amygdalar area, posterior part, medial zone, layer 2',\n",
       " 256: 'Cortical amygdalar area, posterior part, medial zone, layer 3',\n",
       " 788: 'Piriform-amygdalar area',\n",
       " 400: 'Piriform-amygdalar area, layers 1-3',\n",
       " 408: 'Piriform-amygdalar area, molecular layer',\n",
       " 416: 'Piriform-amygdalar area, pyramidal layer',\n",
       " 424: 'Piriform-amygdalar area, polymorph layer',\n",
       " 566: 'Postpiriform transition area',\n",
       " 517: 'Postpiriform transition area, layers 1-3',\n",
       " 1140: 'Postpiriform transition area, layers 1',\n",
       " 1141: 'Postpiriform transition area, layers 2',\n",
       " 1142: 'Postpiriform transition area, layers 3',\n",
       " 1089: 'Hippocampal formation',\n",
       " 1080: 'Hippocampal region',\n",
       " 375: \"Ammon's horn\",\n",
       " 382: 'Field CA1',\n",
       " 391: 'Field CA1, stratum lacunosum-moleculare',\n",
       " 399: 'Field CA1, stratum oriens',\n",
       " 407: 'Field CA1, pyramidal layer',\n",
       " 415: 'Field CA1, stratum radiatum',\n",
       " 423: 'Field CA2',\n",
       " 431: 'Field CA2, stratum lacunosum-moleculare',\n",
       " 438: 'Field CA2, stratum oriens',\n",
       " 446: 'Field CA2, pyramidal layer',\n",
       " 454: 'Field CA2, stratum radiatum',\n",
       " 463: 'Field CA3',\n",
       " 471: 'Field CA3, stratum lacunosum-moleculare',\n",
       " 479: 'Field CA3, stratum lucidum',\n",
       " 486: 'Field CA3, stratum oriens',\n",
       " 495: 'Field CA3, pyramidal layer',\n",
       " 504: 'Field CA3, stratum radiatum',\n",
       " 726: 'Dentate gyrus',\n",
       " 10703: 'Dentate gyrus, molecular layer',\n",
       " 10704: 'Dentate gyrus, polymorph layer',\n",
       " 632: 'Dentate gyrus, granule cell layer',\n",
       " 10702: 'Dentate gyrus, subgranular zone',\n",
       " 734: 'Dentate gyrus crest',\n",
       " 742: 'Dentate gyrus crest, molecular layer',\n",
       " 751: 'Dentate gyrus crest, polymorph layer',\n",
       " 758: 'Dentate gyrus crest, granule cell layer',\n",
       " 766: 'Dentate gyrus lateral blade',\n",
       " 775: 'Dentate gyrus lateral blade, molecular layer',\n",
       " 782: 'Dentate gyrus lateral blade, polymorph layer',\n",
       " 790: 'Dentate gyrus lateral blade, granule cell layer',\n",
       " 799: 'Dentate gyrus medial blade',\n",
       " 807: 'Dentate gyrus medial blade, molecular layer',\n",
       " 815: 'Dentate gyrus medial blade, polymorph layer',\n",
       " 823: 'Dentate gyrus medial blade, granule cell layer',\n",
       " 982: 'Fasciola cinerea',\n",
       " 19: 'Induseum griseum',\n",
       " 822: 'Retrohippocampal region',\n",
       " 909: 'Entorhinal area',\n",
       " 918: 'Entorhinal area, lateral part',\n",
       " 1121: 'Entorhinal area, lateral part, layer 1',\n",
       " 20: 'Entorhinal area, lateral part, layer 2',\n",
       " 999: 'Entorhinal area, lateral part, layer 2/3',\n",
       " 715: 'Entorhinal area, lateral part, layer 2a',\n",
       " 764: 'Entorhinal area, lateral part, layer 2b',\n",
       " 52: 'Entorhinal area, lateral part, layer 3',\n",
       " 92: 'Entorhinal area, lateral part, layer 4',\n",
       " 312: 'Entorhinal area, lateral part, layer 4/5',\n",
       " 139: 'Entorhinal area, lateral part, layer 5',\n",
       " 387: 'Entorhinal area, lateral part, layer 5/6',\n",
       " 28: 'Entorhinal area, lateral part, layer 6a',\n",
       " 60: 'Entorhinal area, lateral part, layer 6b',\n",
       " 926: 'Entorhinal area, medial part, dorsal zone',\n",
       " 526: 'Entorhinal area, medial part, dorsal zone, layer 1',\n",
       " 543: 'Entorhinal area, medial part, dorsal zone, layer 2',\n",
       " 468: 'Entorhinal area, medial part, dorsal zone, layer 2a',\n",
       " 508: 'Entorhinal area, medial part, dorsal zone, layer 2b',\n",
       " 664: 'Entorhinal area, medial part, dorsal zone, layer 3',\n",
       " 712: 'Entorhinal area, medial part, dorsal zone, layer 4',\n",
       " 727: 'Entorhinal area, medial part, dorsal zone, layer 5',\n",
       " 550: 'Entorhinal area, medial part, dorsal zone, layer 5/6',\n",
       " 743: 'Entorhinal area, medial part, dorsal zone, layer 6',\n",
       " 934: 'Entorhinal area, medial part, ventral zone',\n",
       " 259: 'Entorhinal area, medial part, ventral zone, layer 1',\n",
       " 324: 'Entorhinal area, medial part, ventral zone, layer 2',\n",
       " 371: 'Entorhinal area, medial part, ventral zone, layer 3',\n",
       " 419: 'Entorhinal area, medial part, ventral zone, layer 4',\n",
       " 1133: 'Entorhinal area, medial part, ventral zone, layer 5/6',\n",
       " 843: 'Parasubiculum',\n",
       " 10693: 'Parasubiculum, layer 1',\n",
       " 10694: 'Parasubiculum, layer 2',\n",
       " 10695: 'Parasubiculum, layer 3',\n",
       " 1037: 'Postsubiculum',\n",
       " 10696: 'Postsubiculum, layer 1',\n",
       " 10697: 'Postsubiculum, layer 2',\n",
       " 10698: 'Postsubiculum, layer 3',\n",
       " 1084: 'Presubiculum',\n",
       " 10699: 'Presubiculum, layer 1',\n",
       " 10700: 'Presubiculum, layer 2',\n",
       " 10701: 'Presubiculum, layer 3',\n",
       " 502: 'Subiculum',\n",
       " 509: 'Subiculum, dorsal part',\n",
       " 829: 'Subiculum, dorsal part, molecular layer',\n",
       " 845: 'Subiculum, dorsal part, pyramidal layer',\n",
       " 837: 'Subiculum, dorsal part, stratum radiatum',\n",
       " 518: 'Subiculum, ventral part',\n",
       " 853: 'Subiculum, ventral part, molecular layer',\n",
       " 870: 'Subiculum, ventral part, pyramidal layer',\n",
       " 861: 'Subiculum, ventral part, stratum radiatum',\n",
       " 484682470: 'Prosubiculum',\n",
       " 484682475: 'Prosubiculum, dorsal part',\n",
       " 484682479: 'Prosubiculum, dorsal part, molecular layer',\n",
       " 484682483: 'Prosubiculum, dorsal part, pyramidal layer',\n",
       " 484682487: 'Prosubiculum, dorsal part, stratum radiatum',\n",
       " 484682492: 'Prosubiculum, ventral part',\n",
       " 484682496: 'Prosubiculum, ventral part, molecular layer',\n",
       " 484682500: 'Prosubiculum, ventral part, pyramidal layer',\n",
       " 484682504: 'Prosubiculum, ventral part, stratum radiatum',\n",
       " 589508447: 'Hippocampo-amygdalar transition area',\n",
       " 484682508: 'Area prostriata',\n",
       " 703: 'Cortical subplate',\n",
       " 16: 'Layer 6b, isocortex',\n",
       " 583: 'Claustrum',\n",
       " 942: 'Endopiriform nucleus',\n",
       " 952: 'Endopiriform nucleus, dorsal part',\n",
       " 966: 'Endopiriform nucleus, ventral part',\n",
       " 131: 'Lateral amygdalar nucleus',\n",
       " 295: 'Basolateral amygdalar nucleus',\n",
       " 303: 'Basolateral amygdalar nucleus, anterior part',\n",
       " 311: 'Basolateral amygdalar nucleus, posterior part',\n",
       " 451: 'Basolateral amygdalar nucleus, ventral part',\n",
       " 319: 'Basomedial amygdalar nucleus',\n",
       " 327: 'Basomedial amygdalar nucleus, anterior part',\n",
       " 334: 'Basomedial amygdalar nucleus, posterior part',\n",
       " 780: 'Posterior amygdalar nucleus',\n",
       " 623: 'Cerebral nuclei',\n",
       " 477: 'Striatum',\n",
       " 485: 'Striatum dorsal region',\n",
       " 672: 'Caudoputamen',\n",
       " 493: 'Striatum ventral region',\n",
       " 56: 'Nucleus accumbens',\n",
       " 998: 'Fundus of striatum',\n",
       " 754: 'Olfactory tubercle',\n",
       " 481: 'Islands of Calleja',\n",
       " 489: 'Major island of Calleja',\n",
       " 144: 'Olfactory tubercle, layers 1-3',\n",
       " 458: 'Olfactory tubercle, molecular layer',\n",
       " 465: 'Olfactory tubercle, pyramidal layer',\n",
       " 473: 'Olfactory tubercle, polymorph layer',\n",
       " 549009199: 'Lateral strip of striatum',\n",
       " 275: 'Lateral septal complex',\n",
       " 242: 'Lateral septal nucleus',\n",
       " 250: 'Lateral septal nucleus, caudal (caudodorsal) part',\n",
       " 258: 'Lateral septal nucleus, rostral (rostroventral) part',\n",
       " 266: 'Lateral septal nucleus, ventral part',\n",
       " 310: 'Septofimbrial nucleus',\n",
       " 333: 'Septohippocampal nucleus',\n",
       " 278: 'Striatum-like amygdalar nuclei',\n",
       " 23: 'Anterior amygdalar area',\n",
       " 292: 'Bed nucleus of the accessory olfactory tract',\n",
       " 536: 'Central amygdalar nucleus',\n",
       " 544: 'Central amygdalar nucleus, capsular part',\n",
       " 551: 'Central amygdalar nucleus, lateral part',\n",
       " 559: 'Central amygdalar nucleus, medial part',\n",
       " 1105: 'Intercalated amygdalar nucleus',\n",
       " 403: 'Medial amygdalar nucleus',\n",
       " 411: 'Medial amygdalar nucleus, anterodorsal part',\n",
       " 418: 'Medial amygdalar nucleus, anteroventral part',\n",
       " 426: 'Medial amygdalar nucleus, posterodorsal part',\n",
       " 472: 'Medial amygdalar nucleus, posterodorsal part, sublayer a',\n",
       " 480: 'Medial amygdalar nucleus, posterodorsal part, sublayer b',\n",
       " 487: 'Medial amygdalar nucleus, posterodorsal part, sublayer c',\n",
       " 435: 'Medial amygdalar nucleus, posteroventral part',\n",
       " 803: 'Pallidum',\n",
       " 818: 'Pallidum, dorsal region',\n",
       " 1022: 'Globus pallidus, external segment',\n",
       " 1031: 'Globus pallidus, internal segment',\n",
       " 835: 'Pallidum, ventral region',\n",
       " 342: 'Substantia innominata',\n",
       " 298: 'Magnocellular nucleus',\n",
       " 826: 'Pallidum, medial region',\n",
       " 904: 'Medial septal complex',\n",
       " 564: 'Medial septal nucleus',\n",
       " 596: 'Diagonal band nucleus',\n",
       " 581: 'Triangular nucleus of septum',\n",
       " 809: 'Pallidum, caudal region',\n",
       " 351: 'Bed nuclei of the stria terminalis',\n",
       " 359: 'Bed nuclei of the stria terminalis, anterior division',\n",
       " 537: 'Bed nuclei of the stria terminalis, anterior division, anterolateral area',\n",
       " 498: 'Bed nuclei of the stria terminalis, anterior division, anteromedial area',\n",
       " 505: 'Bed nuclei of the stria terminalis, anterior division, dorsomedial nucleus',\n",
       " 513: 'Bed nuclei of the stria terminalis, anterior division, fusiform nucleus',\n",
       " 546: 'Bed nuclei of the stria terminalis, anterior division, juxtacapsular nucleus',\n",
       " 521: 'Bed nuclei of the stria terminalis, anterior division, magnocellular nucleus',\n",
       " 554: 'Bed nuclei of the stria terminalis, anterior division, oval nucleus',\n",
       " 562: 'Bed nuclei of the stria terminalis, anterior division, rhomboid nucleus',\n",
       " 529: 'Bed nuclei of the stria terminalis, anterior division, ventral nucleus',\n",
       " 367: 'Bed nuclei of the stria terminalis, posterior division',\n",
       " 569: 'Bed nuclei of the stria terminalis, posterior division, dorsal nucleus',\n",
       " 578: 'Bed nuclei of the stria terminalis, posterior division, principal nucleus',\n",
       " 585: 'Bed nuclei of the stria terminalis, posterior division, interfascicular nucleus',\n",
       " 594: 'Bed nuclei of the stria terminalis, posterior division, transverse nucleus',\n",
       " 602: 'Bed nuclei of the stria terminalis, posterior division, strial extension',\n",
       " 287: 'Bed nucleus of the anterior commissure',\n",
       " 343: 'Brain stem',\n",
       " 1129: 'Interbrain',\n",
       " 549: 'Thalamus',\n",
       " 864: 'Thalamus, sensory-motor cortex related',\n",
       " 637: 'Ventral group of the dorsal thalamus',\n",
       " 629: 'Ventral anterior-lateral complex of the thalamus',\n",
       " 685: 'Ventral medial nucleus of the thalamus',\n",
       " 709: 'Ventral posterior complex of the thalamus',\n",
       " 718: 'Ventral posterolateral nucleus of the thalamus',\n",
       " 725: 'Ventral posterolateral nucleus of the thalamus, parvicellular part',\n",
       " 733: 'Ventral posteromedial nucleus of the thalamus',\n",
       " 741: 'Ventral posteromedial nucleus of the thalamus, parvicellular part',\n",
       " 563807435: 'Posterior triangular thalamic nucleus',\n",
       " 406: 'Subparafascicular nucleus',\n",
       " 414: 'Subparafascicular nucleus, magnocellular part',\n",
       " 422: 'Subparafascicular nucleus, parvicellular part',\n",
       " 609: 'Subparafascicular area',\n",
       " 1044: 'Peripeduncular nucleus',\n",
       " 1008: 'Geniculate group, dorsal thalamus',\n",
       " 475: 'Medial geniculate complex',\n",
       " 1072: 'Medial geniculate complex, dorsal part',\n",
       " 1079: 'Medial geniculate complex, ventral part',\n",
       " 1088: 'Medial geniculate complex, medial part',\n",
       " 170: 'Dorsal part of the lateral geniculate complex',\n",
       " 496345664: 'Dorsal part of the lateral geniculate complex, shell',\n",
       " 496345668: 'Dorsal part of the lateral geniculate complex, core',\n",
       " 496345672: 'Dorsal part of the lateral geniculate complex, ipsilateral zone',\n",
       " 856: 'Thalamus, polymodal association cortex related',\n",
       " 138: 'Lateral group of the dorsal thalamus',\n",
       " 218: 'Lateral posterior nucleus of the thalamus',\n",
       " 1020: 'Posterior complex of the thalamus',\n",
       " 1029: 'Posterior limiting nucleus of the thalamus',\n",
       " 325: 'Suprageniculate nucleus',\n",
       " 560581551: 'Ethmoid nucleus of the thalamus',\n",
       " 560581555: 'Retroethmoid nucleus',\n",
       " 239: 'Anterior group of the dorsal thalamus',\n",
       " 255: 'Anteroventral nucleus of thalamus',\n",
       " 127: 'Anteromedial nucleus',\n",
       " 1096: 'Anteromedial nucleus, dorsal part',\n",
       " 1104: 'Anteromedial nucleus, ventral part',\n",
       " 64: 'Anterodorsal nucleus',\n",
       " 1120: 'Interanteromedial nucleus of the thalamus',\n",
       " 1113: 'Interanterodorsal nucleus of the thalamus',\n",
       " 155: 'Lateral dorsal nucleus of thalamus',\n",
       " 444: 'Medial group of the dorsal thalamus',\n",
       " 59: 'Intermediodorsal nucleus of the thalamus',\n",
       " 362: 'Mediodorsal nucleus of thalamus',\n",
       " 617: 'Mediodorsal nucleus of the thalamus, central part',\n",
       " 626: 'Mediodorsal nucleus of the thalamus, lateral part',\n",
       " 636: 'Mediodorsal nucleus of the thalamus, medial part',\n",
       " 366: 'Submedial nucleus of the thalamus',\n",
       " 1077: 'Perireunensis nucleus',\n",
       " 571: 'Midline group of the dorsal thalamus',\n",
       " 149: 'Paraventricular nucleus of the thalamus',\n",
       " 15: 'Parataenial nucleus',\n",
       " 181: 'Nucleus of reuniens',\n",
       " 560581559: 'Xiphoid thalamic nucleus',\n",
       " 51: 'Intralaminar nuclei of the dorsal thalamus',\n",
       " 189: 'Rhomboid nucleus',\n",
       " 599: 'Central medial nucleus of the thalamus',\n",
       " 907: 'Paracentral nucleus',\n",
       " 575: 'Central lateral nucleus of the thalamus',\n",
       " 930: 'Parafascicular nucleus',\n",
       " 560581563: 'Posterior intralaminar thalamic nucleus',\n",
       " 262: 'Reticular nucleus of the thalamus',\n",
       " 1014: 'Geniculate group, ventral thalamus',\n",
       " 27: 'Intergeniculate leaflet of the lateral geniculate complex',\n",
       " 563807439: 'Intermediate geniculate nucleus',\n",
       " 178: 'Ventral part of the lateral geniculate complex',\n",
       " 300: 'Ventral part of the lateral geniculate complex, lateral zone',\n",
       " 316: 'Ventral part of the lateral geniculate complex, medial zone',\n",
       " 321: 'Subgeniculate nucleus',\n",
       " 958: 'Epithalamus',\n",
       " 483: 'Medial habenula',\n",
       " 186: 'Lateral habenula',\n",
       " 953: 'Pineal body',\n",
       " 1097: 'Hypothalamus',\n",
       " 157: 'Periventricular zone',\n",
       " 390: 'Supraoptic nucleus',\n",
       " 332: 'Accessory supraoptic group',\n",
       " 432: 'Nucleus circularis',\n",
       " 38: 'Paraventricular hypothalamic nucleus',\n",
       " 71: 'Paraventricular hypothalamic nucleus, magnocellular division',\n",
       " 47: 'Paraventricular hypothalamic nucleus, magnocellular division, anterior magnocellular part',\n",
       " 79: 'Paraventricular hypothalamic nucleus, magnocellular division, medial magnocellular part',\n",
       " 103: 'Paraventricular hypothalamic nucleus, magnocellular division, posterior magnocellular part',\n",
       " 652: 'Paraventricular hypothalamic nucleus, magnocellular division, posterior magnocellular part, lateral zone',\n",
       " 660: 'Paraventricular hypothalamic nucleus, magnocellular division, posterior magnocellular part, medial zone',\n",
       " 94: 'Paraventricular hypothalamic nucleus, parvicellular division',\n",
       " 55: 'Paraventricular hypothalamic nucleus, parvicellular division, anterior parvicellular part',\n",
       " 87: 'Paraventricular hypothalamic nucleus, parvicellular division, medial parvicellular part, dorsal zone',\n",
       " 110: 'Paraventricular hypothalamic nucleus, parvicellular division, periventricular part',\n",
       " 30: 'Periventricular hypothalamic nucleus, anterior part',\n",
       " 118: 'Periventricular hypothalamic nucleus, intermediate part',\n",
       " 223: 'Arcuate hypothalamic nucleus',\n",
       " 141: 'Periventricular region',\n",
       " 72: 'Anterodorsal preoptic nucleus',\n",
       " 80: 'Anterior hypothalamic area',\n",
       " 263: 'Anteroventral preoptic nucleus',\n",
       " 272: 'Anteroventral periventricular nucleus',\n",
       " 830: 'Dorsomedial nucleus of the hypothalamus',\n",
       " 668: 'Dorsomedial nucleus of the hypothalamus, anterior part',\n",
       " 676: 'Dorsomedial nucleus of the hypothalamus, posterior part',\n",
       " 684: 'Dorsomedial nucleus of the hypothalamus, ventral part',\n",
       " 452: 'Median preoptic nucleus',\n",
       " 523: 'Medial preoptic area',\n",
       " 763: 'Vascular organ of the lamina terminalis',\n",
       " 914: 'Posterodorsal preoptic nucleus',\n",
       " 1109: 'Parastrial nucleus',\n",
       " 1124: 'Suprachiasmatic preoptic nucleus',\n",
       " 126: 'Periventricular hypothalamic nucleus, posterior part',\n",
       " 133: 'Periventricular hypothalamic nucleus, preoptic part',\n",
       " 347: 'Subparaventricular zone',\n",
       " 286: 'Suprachiasmatic nucleus',\n",
       " 338: 'Subfornical organ',\n",
       " 576073699: 'Ventromedial preoptic nucleus',\n",
       " 689: 'Ventrolateral preoptic nucleus',\n",
       " 467: 'Hypothalamic medial zone',\n",
       " 88: 'Anterior hypothalamic nucleus',\n",
       " 700: 'Anterior hypothalamic nucleus, anterior part',\n",
       " 708: 'Anterior hypothalamic nucleus, central part',\n",
       " 716: 'Anterior hypothalamic nucleus, dorsal part',\n",
       " 724: 'Anterior hypothalamic nucleus, posterior part',\n",
       " 331: 'Mammillary body',\n",
       " 210: 'Lateral mammillary nucleus',\n",
       " 491: 'Medial mammillary nucleus',\n",
       " 732: 'Medial mammillary nucleus, median part',\n",
       " 606826647: 'Medial mammillary nucleus, lateral part',\n",
       " 606826651: 'Medial mammillary nucleus, medial part',\n",
       " 606826655: 'Medial mammillary nucleus, posterior part',\n",
       " 606826659: 'Medial mammillary nucleus, dorsal part',\n",
       " 525: 'Supramammillary nucleus',\n",
       " 1110: 'Supramammillary nucleus, lateral part',\n",
       " 1118: 'Supramammillary nucleus, medial part',\n",
       " 557: 'Tuberomammillary nucleus',\n",
       " 1126: 'Tuberomammillary nucleus, dorsal part',\n",
       " 1: 'Tuberomammillary nucleus, ventral part',\n",
       " 515: 'Medial preoptic nucleus',\n",
       " 740: 'Medial preoptic nucleus, central part',\n",
       " 748: 'Medial preoptic nucleus, lateral part',\n",
       " 756: 'Medial preoptic nucleus, medial part',\n",
       " 980: 'Dorsal premammillary nucleus',\n",
       " 1004: 'Ventral premammillary nucleus',\n",
       " 63: 'Paraventricular hypothalamic nucleus, descending division',\n",
       " 439: 'Paraventricular hypothalamic nucleus, descending division, dorsal parvicellular part',\n",
       " 447: 'Paraventricular hypothalamic nucleus, descending division, forniceal part',\n",
       " 455: 'Paraventricular hypothalamic nucleus, descending division, lateral parvicellular part',\n",
       " 464: 'Paraventricular hypothalamic nucleus, descending division, medial parvicellular part, ventral zone',\n",
       " 693: 'Ventromedial hypothalamic nucleus',\n",
       " 761: 'Ventromedial hypothalamic nucleus, anterior part',\n",
       " 769: 'Ventromedial hypothalamic nucleus, central part',\n",
       " 777: 'Ventromedial hypothalamic nucleus, dorsomedial part',\n",
       " 785: 'Ventromedial hypothalamic nucleus, ventrolateral part',\n",
       " 946: 'Posterior hypothalamic nucleus',\n",
       " 290: 'Hypothalamic lateral zone',\n",
       " 194: 'Lateral hypothalamic area',\n",
       " 226: 'Lateral preoptic area',\n",
       " 356: 'Preparasubthalamic nucleus',\n",
       " 364: 'Parasubthalamic nucleus',\n",
       " 576073704: 'Perifornical nucleus',\n",
       " 173: 'Retrochiasmatic area',\n",
       " 470: 'Subthalamic nucleus',\n",
       " 614: 'Tuberal nucleus',\n",
       " 797: 'Zona incerta',\n",
       " 796: 'Dopaminergic A13 group',\n",
       " 804: 'Fields of Forel',\n",
       " 10671: 'Median eminence',\n",
       " 313: 'Midbrain',\n",
       " 339: 'Midbrain, sensory related',\n",
       " 302: 'Superior colliculus, sensory related',\n",
       " 851: 'Superior colliculus, optic layer',\n",
       " 842: 'Superior colliculus, superficial gray layer',\n",
       " 834: 'Superior colliculus, zonal layer',\n",
       " 4: 'Inferior colliculus',\n",
       " 811: 'Inferior colliculus, central nucleus',\n",
       " 820: 'Inferior colliculus, dorsal nucleus',\n",
       " 828: 'Inferior colliculus, external nucleus',\n",
       " 580: 'Nucleus of the brachium of the inferior colliculus',\n",
       " 271: 'Nucleus sagulum',\n",
       " 874: 'Parabigeminal nucleus',\n",
       " 460: 'Midbrain trigeminal nucleus',\n",
       " 599626923: 'Subcommissural organ',\n",
       " 323: 'Midbrain, motor related',\n",
       " 381: 'Substantia nigra, reticular part',\n",
       " 749: 'Ventral tegmental area',\n",
       " 607344830: 'Paranigral nucleus',\n",
       " 246: 'Midbrain reticular nucleus, retrorubral area',\n",
       " 128: 'Midbrain reticular nucleus',\n",
       " 539: 'Midbrain reticular nucleus, magnocellular part',\n",
       " 548: 'Midbrain reticular nucleus, magnocellular part, general',\n",
       " 555: 'Midbrain reticular nucleus, parvicellular part',\n",
       " 294: 'Superior colliculus, motor related',\n",
       " 26: 'Superior colliculus, motor related, deep gray layer',\n",
       " 42: 'Superior colliculus, motor related, deep white layer',\n",
       " 17: 'Superior colliculus, motor related, intermediate white layer',\n",
       " 10: 'Superior colliculus, motor related, intermediate gray layer',\n",
       " 494: 'Superior colliculus, motor related, intermediate gray layer, sublayer a',\n",
       " 503: 'Superior colliculus, motor related, intermediate gray layer, sublayer b',\n",
       " 511: 'Superior colliculus, motor related, intermediate gray layer, sublayer c',\n",
       " 795: 'Periaqueductal gray',\n",
       " 50: 'Precommissural nucleus',\n",
       " 67: 'Interstitial nucleus of Cajal',\n",
       " 587: 'Nucleus of Darkschewitsch',\n",
       " 614454277: 'Supraoculomotor periaqueductal gray',\n",
       " 1100: 'Pretectal region',\n",
       " 215: 'Anterior pretectal nucleus',\n",
       " 531: 'Medial pretectal area',\n",
       " 628: 'Nucleus of the optic tract',\n",
       " 634: 'Nucleus of the posterior commissure',\n",
       " 706: 'Olivary pretectal nucleus',\n",
       " 1061: 'Posterior pretectal nucleus',\n",
       " 549009203: 'Retroparafascicular nucleus',\n",
       " 549009207: 'Intercollicular nucleus',\n",
       " 616: 'Cuneiform nucleus',\n",
       " 214: 'Red nucleus',\n",
       " 35: 'Oculomotor nucleus',\n",
       " 549009211: 'Medial accesory oculomotor nucleus',\n",
       " 975: 'Edinger-Westphal nucleus',\n",
       " 115: 'Trochlear nucleus',\n",
       " 606826663: 'Paratrochlear nucleus',\n",
       " 757: 'Ventral tegmental nucleus',\n",
       " 231: 'Anterior tegmental nucleus',\n",
       " 66: 'Lateral terminal nucleus of the accessory optic tract',\n",
       " 75: 'Dorsal terminal nucleus of the accessory optic tract',\n",
       " 58: 'Medial terminal nucleus of the accessory optic tract',\n",
       " 615: 'Substantia nigra, lateral part',\n",
       " 348: 'Midbrain, behavioral state related',\n",
       " 374: 'Substantia nigra, compact part',\n",
       " 1052: 'Pedunculopontine nucleus',\n",
       " 165: 'Midbrain raphe nuclei',\n",
       " 12: 'Interfascicular nucleus raphe',\n",
       " 100: 'Interpeduncular nucleus',\n",
       " 607344834: 'Interpeduncular nucleus, rostral',\n",
       " 607344838: 'Interpeduncular nucleus, caudal',\n",
       " 607344842: 'Interpeduncular nucleus, apical',\n",
       " 607344846: 'Interpeduncular nucleus, lateral',\n",
       " 607344850: 'Interpeduncular nucleus, intermediate',\n",
       " 607344854: 'Interpeduncular nucleus, dorsomedial',\n",
       " 607344858: 'Interpeduncular nucleus, dorsolateral',\n",
       " 607344862: 'Interpeduncular nucleus, rostrolateral',\n",
       " 197: 'Rostral linear nucleus raphe',\n",
       " 591: 'Central linear nucleus raphe',\n",
       " 872: 'Dorsal nucleus raphe',\n",
       " 1065: 'Hindbrain',\n",
       " 771: 'Pons',\n",
       " 1132: 'Pons, sensory related',\n",
       " 612: 'Nucleus of the lateral lemniscus',\n",
       " 82: 'Nucleus of the lateral lemniscus, dorsal part',\n",
       " 90: 'Nucleus of the lateral lemniscus, horizontal part',\n",
       " 99: 'Nucleus of the lateral lemniscus, ventral part',\n",
       " 7: 'Principal sensory nucleus of the trigeminal',\n",
       " 867: 'Parabrachial nucleus',\n",
       " 123: 'Koelliker-Fuse subnucleus',\n",
       " 881: 'Parabrachial nucleus, lateral division',\n",
       " 860: 'Parabrachial nucleus, lateral division, central lateral part',\n",
       " 868: 'Parabrachial nucleus, lateral division, dorsal lateral part',\n",
       " 875: 'Parabrachial nucleus, lateral division, external lateral part',\n",
       " 883: 'Parabrachial nucleus, lateral division, superior lateral part',\n",
       " 891: 'Parabrachial nucleus, lateral division, ventral lateral part',\n",
       " 890: 'Parabrachial nucleus, medial division',\n",
       " 899: 'Parabrachial nucleus, medial division, external medial part',\n",
       " 915: 'Parabrachial nucleus, medial division, medial medial part',\n",
       " 923: 'Parabrachial nucleus, medial division, ventral medial part',\n",
       " 398: 'Superior olivary complex',\n",
       " 122: 'Superior olivary complex, periolivary region',\n",
       " 105: 'Superior olivary complex, medial part',\n",
       " 114: 'Superior olivary complex, lateral part',\n",
       " 987: 'Pons, motor related',\n",
       " 280: \"Barrington's nucleus\",\n",
       " 880: 'Dorsal tegmental nucleus',\n",
       " 283: 'Lateral tegmental nucleus',\n",
       " 599626927: 'Posterodorsal tegmental nucleus',\n",
       " 898: 'Pontine central gray',\n",
       " 931: 'Pontine gray',\n",
       " 1093: 'Pontine reticular nucleus, caudal part',\n",
       " 552: 'Pontine reticular nucleus, ventral part',\n",
       " 318: 'Supragenual nucleus',\n",
       " 462: 'Superior salivatory nucleus',\n",
       " 534: 'Supratrigeminal nucleus',\n",
       " 574: 'Tegmental reticular nucleus',\n",
       " 621: 'Motor nucleus of trigeminal',\n",
       " 549009215: 'Peritrigeminal zone',\n",
       " 549009219: 'Accessory trigeminal nucleus',\n",
       " 549009223: 'Parvicellular motor 5 nucleus',\n",
       " 549009227: 'Intertrigeminal nucleus',\n",
       " 1117: 'Pons, behavioral state related',\n",
       " 679: 'Superior central nucleus raphe',\n",
       " 137: 'Superior central nucleus raphe, lateral part',\n",
       " 130: 'Superior central nucleus raphe, medial part',\n",
       " 147: 'Locus ceruleus',\n",
       " 162: 'Laterodorsal tegmental nucleus',\n",
       " 604: 'Nucleus incertus',\n",
       " 146: 'Pontine reticular nucleus',\n",
       " 238: 'Nucleus raphe pontis',\n",
       " 350: 'Subceruleus nucleus',\n",
       " 358: 'Sublaterodorsal nucleus',\n",
       " 354: 'Medulla',\n",
       " 386: 'Medulla, sensory related',\n",
       " 207: 'Area postrema',\n",
       " 607: 'Cochlear nuclei',\n",
       " 112: 'Granular lamina of the cochlear nuclei',\n",
       " 560: 'Cochlear nucleus, subpedunclular granular region',\n",
       " 96: 'Dorsal cochlear nucleus',\n",
       " 101: 'Ventral cochlear nucleus',\n",
       " 720: 'Dorsal column nuclei',\n",
       " 711: 'Cuneate nucleus',\n",
       " 1039: 'Gracile nucleus',\n",
       " 903: 'External cuneate nucleus',\n",
       " 642: 'Nucleus of the trapezoid body',\n",
       " 651: 'Nucleus of the solitary tract',\n",
       " 659: 'Nucleus of the solitary tract, central part',\n",
       " 666: 'Nucleus of the solitary tract, commissural part',\n",
       " 674: 'Nucleus of the solitary tract, gelatinous part',\n",
       " 682: 'Nucleus of the solitary tract, lateral part',\n",
       " 691: 'Nucleus of the solitary tract, medial part',\n",
       " 429: 'Spinal nucleus of the trigeminal, caudal part',\n",
       " 437: 'Spinal nucleus of the trigeminal, interpolar part',\n",
       " 445: 'Spinal nucleus of the trigeminal, oral part',\n",
       " 77: 'Spinal nucleus of the trigeminal, oral part, caudal dorsomedial part',\n",
       " 53: 'Spinal nucleus of the trigeminal, oral part, middle dorsomedial part, dorsal zone',\n",
       " 61: 'Spinal nucleus of the trigeminal, oral part, middle dorsomedial part, ventral zone',\n",
       " 45: 'Spinal nucleus of the trigeminal, oral part, rostral dorsomedial part',\n",
       " 69: 'Spinal nucleus of the trigeminal, oral part, ventrolateral part',\n",
       " 589508451: 'Paratrigeminal nucleus',\n",
       " 789: 'Nucleus z',\n",
       " 370: 'Medulla, motor related',\n",
       " 653: 'Abducens nucleus',\n",
       " 568: 'Accessory abducens nucleus',\n",
       " 661: 'Facial motor nucleus',\n",
       " 576: 'Accessory facial motor nucleus',\n",
       " 640: 'Efferent vestibular nucleus',\n",
       " 135: 'Nucleus ambiguus',\n",
       " 939: 'Nucleus ambiguus, dorsal division',\n",
       " 143: 'Nucleus ambiguus, ventral division',\n",
       " 839: 'Dorsal motor nucleus of the vagus nerve',\n",
       " 887: 'Efferent cochlear group',\n",
       " 1048: 'Gigantocellular reticular nucleus',\n",
       " 372: 'Infracerebellar nucleus',\n",
       " 83: 'Inferior olivary complex',\n",
       " 136: 'Intermediate reticular nucleus',\n",
       " 106: 'Inferior salivatory nucleus',\n",
       " 203: 'Linear nucleus of the medulla',\n",
       " 235: 'Lateral reticular nucleus',\n",
       " 955: 'Lateral reticular nucleus, magnocellular part',\n",
       " 963: 'Lateral reticular nucleus, parvicellular part',\n",
       " 307: 'Magnocellular reticular nucleus',\n",
       " 395: 'Medullary reticular nucleus',\n",
       " 1098: 'Medullary reticular nucleus, dorsal part',\n",
       " 1107: 'Medullary reticular nucleus, ventral part',\n",
       " 852: 'Parvicellular reticular nucleus',\n",
       " 859: 'Parasolitary nucleus',\n",
       " 938: 'Paragigantocellular reticular nucleus',\n",
       " 970: 'Paragigantocellular reticular nucleus, dorsal part',\n",
       " 978: 'Paragigantocellular reticular nucleus, lateral part',\n",
       " 154: 'Perihypoglossal nuclei',\n",
       " 161: 'Nucleus intercalatus',\n",
       " 177: 'Nucleus of Roller',\n",
       " 169: 'Nucleus prepositus',\n",
       " 995: 'Paramedian reticular nucleus',\n",
       " 1069: 'Parapyramidal nucleus',\n",
       " 185: 'Parapyramidal nucleus, deep part',\n",
       " ...}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "structure_tree = mcc.get_structure_tree()\n",
    "structure_tree.get_name_map()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Download and save masks and meshes for brain, piriform cortex and hippocampus"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>acronym</th>\n",
       "      <th>graph_id</th>\n",
       "      <th>graph_order</th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>structure_id_path</th>\n",
       "      <th>structure_set_ids</th>\n",
       "      <th>rgb_triplet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>root</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>997</td>\n",
       "      <td>root</td>\n",
       "      <td>[997]</td>\n",
       "      <td>[691663206]</td>\n",
       "      <td>[255, 255, 255]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>HIP</td>\n",
       "      <td>1</td>\n",
       "      <td>455</td>\n",
       "      <td>1080</td>\n",
       "      <td>Hippocampal region</td>\n",
       "      <td>[997, 8, 567, 688, 695, 1089, 1080]</td>\n",
       "      <td>[112905828, 691663206, 12, 184527634, 11290581...</td>\n",
       "      <td>[126, 208, 75]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PIR</td>\n",
       "      <td>1</td>\n",
       "      <td>416</td>\n",
       "      <td>961</td>\n",
       "      <td>Piriform area</td>\n",
       "      <td>[997, 8, 567, 688, 695, 698, 961]</td>\n",
       "      <td>[112905828, 691663206, 688152358, 687527945, 1...</td>\n",
       "      <td>[106, 203, 186]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  acronym  graph_id  graph_order    id                name  \\\n",
       "0    root         1            0   997                root   \n",
       "1     HIP         1          455  1080  Hippocampal region   \n",
       "2     PIR         1          416   961       Piriform area   \n",
       "\n",
       "                     structure_id_path  \\\n",
       "0                                [997]   \n",
       "1  [997, 8, 567, 688, 695, 1089, 1080]   \n",
       "2    [997, 8, 567, 688, 695, 698, 961]   \n",
       "\n",
       "                                   structure_set_ids      rgb_triplet  \n",
       "0                                        [691663206]  [255, 255, 255]  \n",
       "1  [112905828, 691663206, 12, 184527634, 11290581...   [126, 208, 75]  \n",
       "2  [112905828, 691663206, 688152358, 687527945, 1...  [106, 203, 186]  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "structures = structure_tree.get_structures_by_name(['root', 'Hippocampal region', 'Piriform area'])\n",
    "pd.DataFrame(structures)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "root_mask, root_info = mcc.get_structure_mask(997, '/tmp/brain.nrrd')\n",
    "nb.Nifti1Image(root_mask, np.eye(4)*0.025).to_filename(data_dir+'brain.nii.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Saving /home/julia/data/gradients/allen_atlas/brain_mesh.vtk\n"
     ]
    }
   ],
   "source": [
    "root_mesh=mcc.get_structure_mesh(997, '/tmp/brain_mesh.obj')\n",
    "io_mesh.save_mesh_geometry(data_dir+'brain_mesh.vtk',\n",
    "                           {\"points\":root_mesh[0], \"faces\":root_mesh[2]})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "hpc_mask, hpc_info = mcc.get_structure_mask(1080, '/tmp/hpc.nrrd')\n",
    "nb.Nifti1Image(hpc_mask, np.eye(4)*0.025).to_filename(data_dir+'hippocampus.nii.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "piri_mask, piri_info = mcc.get_structure_mask(961, '/tmp/piri.nrrd')\n",
    "nb.Nifti1Image(piri_mask, np.eye(4)*0.025).to_filename(data_dir+'piriform.nii.gz')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Make masks for individual layers of isocortex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true,
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "iso_structs = structure_tree.descendants([315])[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "l1 = []\n",
    "l2_3 = []\n",
    "l4 = []\n",
    "l5 = []\n",
    "l6a = []\n",
    "l6b = []\n",
    "lx = []\n",
    "\n",
    "for i in range(len(iso_structs)):\n",
    "    if 'layer 1' in iso_structs[i]['name'].lower():\n",
    "        l1.append(iso_structs[i])\n",
    "    elif 'layer 2/3' in iso_structs[i]['name'].lower():\n",
    "        l2_3.append(iso_structs[i])\n",
    "    elif 'layer 2' in iso_structs[i]['name'].lower():\n",
    "        l2_3.append(iso_structs[i])\n",
    "    elif 'layer 4' in iso_structs[i]['name'].lower():\n",
    "        l4.append(iso_structs[i])\n",
    "    elif 'layer 5' in iso_structs[i]['name'].lower():\n",
    "        l5.append(iso_structs[i])\n",
    "    elif 'layer 6a' in iso_structs[i]['name'].lower():\n",
    "        l6a.append(iso_structs[i])\n",
    "    elif 'layer 6b' in iso_structs[i]['name'].lower():\n",
    "        l6b.append(iso_structs[i])\n",
    "    else:\n",
    "        lx.append(iso_structs[i])            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:32:55,629 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_68.nrrd\n",
      "2020-06-08 15:32:57,608 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_107.nrrd\n",
      "2020-06-08 15:32:58,150 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/107.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_107.nrrd (request).\n",
      "2020-06-08 15:32:58,153 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:32:58,156 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_320.nrrd\n",
      "2020-06-08 15:33:00,003 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_656.nrrd\n",
      "2020-06-08 15:33:01,737 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12993.nrrd\n",
      "2020-06-08 15:33:02,239 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/12993.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12993.nrrd (request).\n",
      "2020-06-08 15:33:02,242 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:02,244 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_793.nrrd\n",
      "2020-06-08 15:33:02,754 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/793.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_793.nrrd (request).\n",
      "2020-06-08 15:33:02,755 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:02,756 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_558.nrrd\n",
      "2020-06-08 15:33:04,259 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_981.nrrd\n",
      "2020-06-08 15:33:05,897 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149206.nrrd\n",
      "2020-06-08 15:33:06,447 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149206.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149206.nrrd (request).\n",
      "2020-06-08 15:33:06,449 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:06,452 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1030.nrrd\n",
      "2020-06-08 15:33:08,047 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_878.nrrd\n",
      "2020-06-08 15:33:09,720 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_450.nrrd\n",
      "2020-06-08 15:33:11,320 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1006.nrrd\n",
      "2020-06-08 15:33:12,998 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_182305693.nrrd\n",
      "2020-06-08 15:33:14,633 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_873.nrrd\n",
      "2020-06-08 15:33:16,322 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_36.nrrd\n",
      "2020-06-08 15:33:18,019 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_897.nrrd\n",
      "2020-06-08 15:33:19,654 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_527.nrrd\n",
      "2020-06-08 15:33:21,278 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149234.nrrd\n",
      "2020-06-08 15:33:21,812 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149234.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149234.nrrd (request).\n",
      "2020-06-08 15:33:21,816 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:21,819 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_735.nrrd\n",
      "2020-06-08 15:33:23,444 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_696.nrrd\n",
      "2020-06-08 15:33:24,643 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_959.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:33:26,281 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_801.nrrd\n",
      "2020-06-08 15:33:26,829 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/801.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_801.nrrd (request).\n",
      "2020-06-08 15:33:26,832 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:26,835 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1074.nrrd\n",
      "2020-06-08 15:33:28,425 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_281.nrrd\n",
      "2020-06-08 15:33:30,065 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_421.nrrd\n",
      "2020-06-08 15:33:31,705 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_593.nrrd\n",
      "2020-06-08 15:33:33,508 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_750.nrrd\n",
      "2020-06-08 15:33:34,953 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_805.nrrd\n",
      "2020-06-08 15:33:36,413 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782578.nrrd\n",
      "2020-06-08 15:33:38,069 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782632.nrrd\n",
      "2020-06-08 15:33:39,701 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_572.nrrd\n",
      "2020-06-08 15:33:40,231 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/572.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_572.nrrd (request).\n",
      "2020-06-08 15:33:40,233 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:40,235 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_935.nrrd\n",
      "2020-06-08 15:33:41,840 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_588.nrrd\n",
      "2020-06-08 15:33:43,275 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_171.nrrd\n",
      "2020-06-08 15:33:44,923 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_707.nrrd\n",
      "2020-06-08 15:33:46,551 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_264.nrrd\n",
      "2020-06-08 15:33:47,091 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/264.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_264.nrrd (request).\n",
      "2020-06-08 15:33:47,094 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:47,097 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_448.nrrd\n",
      "2020-06-08 15:33:48,704 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_484.nrrd\n",
      "2020-06-08 15:33:50,684 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_969.nrrd\n",
      "2020-06-08 15:33:52,353 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_996.nrrd\n",
      "2020-06-08 15:33:54,131 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_120.nrrd\n",
      "2020-06-08 15:33:55,766 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_704.nrrd\n",
      "2020-06-08 15:33:57,270 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_671.nrrd\n",
      "2020-06-08 15:33:58,859 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149262.nrrd\n",
      "2020-06-08 15:33:59,382 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149262.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149262.nrrd (request).\n",
      "2020-06-08 15:33:59,384 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:33:59,387 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149290.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:34:00,023 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149290.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149290.nrrd (request).\n",
      "2020-06-08 15:34:00,026 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:00,029 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149318.nrrd\n",
      "2020-06-08 15:34:00,535 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149318.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149318.nrrd (request).\n",
      "2020-06-08 15:34:00,538 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:00,542 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_442.nrrd\n",
      "2020-06-08 15:34:01,976 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_542.nrrd\n",
      "2020-06-08 15:34:03,447 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_532.nrrd\n",
      "2020-06-08 15:34:03,989 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/532.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_532.nrrd (request).\n",
      "2020-06-08 15:34:03,993 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:03,996 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782550.nrrd\n",
      "2020-06-08 15:34:05,461 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782604.nrrd\n",
      "2020-06-08 15:34:06,902 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_97.nrrd\n",
      "2020-06-08 15:34:08,261 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_540.nrrd\n",
      "2020-06-08 15:34:09,839 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_836.nrrd\n",
      "2020-06-08 15:34:12,439 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_667.nrrd\n",
      "2020-06-08 15:34:14,052 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_219.nrrd\n",
      "2020-06-08 15:34:14,555 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/219.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_219.nrrd (request).\n",
      "2020-06-08 15:34:14,558 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:14,559 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_943.nrrd\n",
      "2020-06-08 15:34:16,487 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_962.nrrd\n",
      "2020-06-08 15:34:18,260 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12994.nrrd\n",
      "2020-06-08 15:34:18,762 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/12994.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12994.nrrd (request).\n",
      "2020-06-08 15:34:18,765 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:18,768 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_346.nrrd\n",
      "2020-06-08 15:34:19,275 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/346.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_346.nrrd (request).\n",
      "2020-06-08 15:34:19,277 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:19,280 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_838.nrrd\n",
      "2020-06-08 15:34:20,721 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_201.nrrd\n",
      "2020-06-08 15:34:22,206 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149210.nrrd\n",
      "2020-06-08 15:34:22,724 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149210.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149210.nrrd (request).\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:34:22,726 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:22,729 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_113.nrrd\n",
      "2020-06-08 15:34:24,338 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_657.nrrd\n",
      "2020-06-08 15:34:25,734 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_854.nrrd\n",
      "2020-06-08 15:34:27,180 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_670.nrrd\n",
      "2020-06-08 15:34:28,623 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_182305697.nrrd\n",
      "2020-06-08 15:34:30,154 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_806.nrrd\n",
      "2020-06-08 15:34:31,913 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_180.nrrd\n",
      "2020-06-08 15:34:33,631 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1106.nrrd\n",
      "2020-06-08 15:34:35,051 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_600.nrrd\n",
      "2020-06-08 15:34:36,488 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149238.nrrd\n",
      "2020-06-08 15:34:36,917 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149238.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149238.nrrd (request).\n",
      "2020-06-08 15:34:36,920 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:36,923 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_251.nrrd\n",
      "2020-06-08 15:34:38,571 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_643.nrrd\n",
      "2020-06-08 15:34:40,245 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_755.nrrd\n",
      "2020-06-08 15:34:41,851 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_561.nrrd\n",
      "2020-06-08 15:34:42,390 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/561.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_561.nrrd (request).\n",
      "2020-06-08 15:34:42,393 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:42,396 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_905.nrrd\n",
      "2020-06-08 15:34:44,032 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1066.nrrd\n",
      "2020-06-08 15:34:45,466 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_973.nrrd\n",
      "2020-06-08 15:34:47,069 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_821.nrrd\n",
      "2020-06-08 15:34:48,878 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_269.nrrd\n",
      "2020-06-08 15:34:50,425 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_41.nrrd\n",
      "2020-06-08 15:34:52,087 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782582.nrrd\n",
      "2020-06-08 15:34:53,624 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782636.nrrd\n",
      "2020-06-08 15:34:55,262 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1053.nrrd\n",
      "2020-06-08 15:34:55,804 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/1053.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1053.nrrd (request).\n",
      "2020-06-08 15:34:55,806 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:55,809 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_211.nrrd\n",
      "2020-06-08 15:34:57,412 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_296.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:34:58,879 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_195.nrrd\n",
      "2020-06-08 15:34:59,389 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/195.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_195.nrrd (request).\n",
      "2020-06-08 15:34:59,392 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:34:59,394 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_304.nrrd\n",
      "2020-06-08 15:35:00,997 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_747.nrrd\n",
      "2020-06-08 15:35:01,540 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/747.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_747.nrrd (request).\n",
      "2020-06-08 15:35:01,542 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:01,545 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_556.nrrd\n",
      "2020-06-08 15:35:03,146 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_492.nrrd\n",
      "2020-06-08 15:35:03,588 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/492.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_492.nrrd (request).\n",
      "2020-06-08 15:35:03,591 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:03,594 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_412.nrrd\n",
      "2020-06-08 15:35:05,197 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_524.nrrd\n",
      "2020-06-08 15:35:05,739 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/524.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_524.nrrd (request).\n",
      "2020-06-08 15:35:05,741 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:05,745 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_582.nrrd\n",
      "2020-06-08 15:35:07,346 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_288.nrrd\n",
      "2020-06-08 15:35:08,842 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_328.nrrd\n",
      "2020-06-08 15:35:10,293 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_163.nrrd\n",
      "2020-06-08 15:35:11,723 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_694.nrrd\n",
      "2020-06-08 15:35:13,505 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_965.nrrd\n",
      "2020-06-08 15:35:15,164 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149266.nrrd\n",
      "2020-06-08 15:35:15,581 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149266.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149266.nrrd (request).\n",
      "2020-06-08 15:35:15,584 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:15,587 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149294.nrrd\n",
      "2020-06-08 15:35:16,080 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149294.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149294.nrrd (request).\n",
      "2020-06-08 15:35:16,083 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:16,086 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149322.nrrd\n",
      "2020-06-08 15:35:16,594 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149322.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149322.nrrd (request).\n",
      "2020-06-08 15:35:16,597 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:16,600 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_434.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:35:18,379 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_606.nrrd\n",
      "2020-06-08 15:35:18,872 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/606.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_606.nrrd (request).\n",
      "2020-06-08 15:35:18,875 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:18,878 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_430.nrrd\n",
      "2020-06-08 15:35:20,319 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_241.nrrd\n",
      "2020-06-08 15:35:20,818 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/241.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_241.nrrd (request).\n",
      "2020-06-08 15:35:20,820 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:20,823 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782554.nrrd\n",
      "2020-06-08 15:35:22,263 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782608.nrrd\n",
      "2020-06-08 15:35:23,529 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1127.nrrd\n",
      "2020-06-08 15:35:25,016 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_888.nrrd\n",
      "2020-06-08 15:35:26,457 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_427.nrrd\n",
      "2020-06-08 15:35:28,973 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12995.nrrd\n",
      "2020-06-08 15:35:29,496 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/12995.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12995.nrrd (request).\n",
      "2020-06-08 15:35:29,499 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:29,503 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_865.nrrd\n",
      "2020-06-08 15:35:30,022 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/865.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_865.nrrd (request).\n",
      "2020-06-08 15:35:30,025 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:30,028 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_654.nrrd\n",
      "2020-06-08 15:35:31,612 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1047.nrrd\n",
      "2020-06-08 15:35:33,253 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149214.nrrd\n",
      "2020-06-08 15:35:33,795 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149214.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149214.nrrd (request).\n",
      "2020-06-08 15:35:33,797 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:33,801 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1094.nrrd\n",
      "2020-06-08 15:35:35,477 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_950.nrrd\n",
      "2020-06-08 15:35:37,143 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_577.nrrd\n",
      "2020-06-08 15:35:38,783 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1086.nrrd\n",
      "2020-06-08 15:35:40,421 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_182305701.nrrd\n",
      "2020-06-08 15:35:41,816 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1035.nrrd\n",
      "2020-06-08 15:35:43,391 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_148.nrrd\n",
      "2020-06-08 15:35:44,946 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1010.nrrd\n",
      "2020-06-08 15:35:46,584 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_678.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:35:48,204 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149242.nrrd\n",
      "2020-06-08 15:35:48,747 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149242.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149242.nrrd (request).\n",
      "2020-06-08 15:35:48,750 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:48,753 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_816.nrrd\n",
      "2020-06-08 15:35:50,319 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_759.nrrd\n",
      "2020-06-08 15:35:51,756 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_990.nrrd\n",
      "2020-06-08 15:35:53,219 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_913.nrrd\n",
      "2020-06-08 15:35:53,770 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/913.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_913.nrrd (request).\n",
      "2020-06-08 15:35:53,773 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:35:53,774 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1114.nrrd\n",
      "2020-06-08 15:35:55,255 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_401.nrrd\n",
      "2020-06-08 15:35:56,907 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_573.nrrd\n",
      "2020-06-08 15:35:58,546 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_721.nrrd\n",
      "2020-06-08 15:36:00,186 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_869.nrrd\n",
      "2020-06-08 15:36:01,688 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_501.nrrd\n",
      "2020-06-08 15:36:03,120 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782586.nrrd\n",
      "2020-06-08 15:36:04,565 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782640.nrrd\n",
      "2020-06-08 15:36:05,918 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149270.nrrd\n",
      "2020-06-08 15:36:06,462 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149270.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149270.nrrd (request).\n",
      "2020-06-08 15:36:06,465 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:06,466 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149298.nrrd\n",
      "2020-06-08 15:36:06,978 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149298.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149298.nrrd (request).\n",
      "2020-06-08 15:36:06,981 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:06,982 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149326.nrrd\n",
      "2020-06-08 15:36:07,615 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149326.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149326.nrrd (request).\n",
      "2020-06-08 15:36:07,618 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:07,619 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_545.nrrd\n",
      "2020-06-08 15:36:09,094 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_635.nrrd\n",
      "2020-06-08 15:36:09,652 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/635.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_635.nrrd (request).\n",
      "2020-06-08 15:36:09,654 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:09,655 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782558.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:36:11,141 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782612.nrrd\n",
      "2020-06-08 15:36:12,780 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_234.nrrd\n",
      "2020-06-08 15:36:15,419 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_526157192.nrrd\n",
      "2020-06-08 15:36:16,979 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_299.nrrd\n",
      "2020-06-08 15:36:17,339 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/299.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_299.nrrd (request).\n",
      "2020-06-08 15:36:17,341 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:17,345 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_648.nrrd\n",
      "2020-06-08 15:36:19,054 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_767.nrrd\n",
      "2020-06-08 15:36:20,834 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12996.nrrd\n",
      "2020-06-08 15:36:21,189 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/12996.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12996.nrrd (request).\n",
      "2020-06-08 15:36:21,191 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:21,194 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_921.nrrd\n",
      "2020-06-08 15:36:21,715 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/921.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_921.nrrd (request).\n",
      "2020-06-08 15:36:21,717 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:21,720 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_702.nrrd\n",
      "2020-06-08 15:36:23,326 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1070.nrrd\n",
      "2020-06-08 15:36:24,803 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149218.nrrd\n",
      "2020-06-08 15:36:25,304 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149218.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149218.nrrd (request).\n",
      "2020-06-08 15:36:25,306 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:25,308 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1128.nrrd\n",
      "2020-06-08 15:36:26,879 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_974.nrrd\n",
      "2020-06-08 15:36:28,363 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_625.nrrd\n",
      "2020-06-08 15:36:30,028 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1111.nrrd\n",
      "2020-06-08 15:36:31,643 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_182305705.nrrd\n",
      "2020-06-08 15:36:33,159 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1090.nrrd\n",
      "2020-06-08 15:36:35,003 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_187.nrrd\n",
      "2020-06-08 15:36:36,643 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1058.nrrd\n",
      "2020-06-08 15:36:38,277 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_252.nrrd\n",
      "2020-06-08 15:36:39,783 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149246.nrrd\n",
      "2020-06-08 15:36:40,281 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149246.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149246.nrrd (request).\n",
      "2020-06-08 15:36:40,284 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:36:40,288 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_847.nrrd\n",
      "2020-06-08 15:36:41,556 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_791.nrrd\n",
      "2020-06-08 15:36:43,226 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1023.nrrd\n",
      "2020-06-08 15:36:44,628 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_937.nrrd\n",
      "2020-06-08 15:36:45,094 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/937.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_937.nrrd (request).\n",
      "2020-06-08 15:36:45,096 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:45,100 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_233.nrrd\n",
      "2020-06-08 15:36:46,546 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_433.nrrd\n",
      "2020-06-08 15:36:47,986 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_613.nrrd\n",
      "2020-06-08 15:36:49,952 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_778.nrrd\n",
      "2020-06-08 15:36:51,508 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_902.nrrd\n",
      "2020-06-08 15:36:53,129 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_565.nrrd\n",
      "2020-06-08 15:36:54,664 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782590.nrrd\n",
      "2020-06-08 15:36:56,306 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782644.nrrd\n",
      "2020-06-08 15:36:57,699 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_739.nrrd\n",
      "2020-06-08 15:36:58,201 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/739.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_739.nrrd (request).\n",
      "2020-06-08 15:36:58,204 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:36:58,207 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1015.nrrd\n",
      "2020-06-08 15:36:59,714 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_772.nrrd\n",
      "2020-06-08 15:37:01,080 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_363.nrrd\n",
      "2020-06-08 15:37:02,597 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_827.nrrd\n",
      "2020-06-08 15:37:03,894 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_352.nrrd\n",
      "2020-06-08 15:37:04,424 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/352.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_352.nrrd (request).\n",
      "2020-06-08 15:37:04,425 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:04,426 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_630.nrrd\n",
      "2020-06-08 15:37:05,790 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_620.nrrd\n",
      "2020-06-08 15:37:07,261 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1125.nrrd\n",
      "2020-06-08 15:37:08,719 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1101.nrrd\n",
      "2020-06-08 15:37:10,201 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_344.nrrd\n",
      "2020-06-08 15:37:11,770 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_800.nrrd\n",
      "2020-06-08 15:37:13,434 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_774.nrrd\n",
      "2020-06-08 15:37:15,077 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149274.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:37:15,577 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149274.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149274.nrrd (request).\n",
      "2020-06-08 15:37:15,580 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:15,583 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149302.nrrd\n",
      "2020-06-08 15:37:16,098 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149302.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149302.nrrd (request).\n",
      "2020-06-08 15:37:16,101 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:16,103 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149330.nrrd\n",
      "2020-06-08 15:37:16,608 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149330.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149330.nrrd (request).\n",
      "2020-06-08 15:37:16,611 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:16,614 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_610.nrrd\n",
      "2020-06-08 15:37:18,182 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_687.nrrd\n",
      "2020-06-08 15:37:19,624 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_683.nrrd\n",
      "2020-06-08 15:37:20,116 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/683.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_683.nrrd (request).\n",
      "2020-06-08 15:37:20,119 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:20,122 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782562.nrrd\n",
      "2020-06-08 15:37:21,506 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782616.nrrd\n",
      "2020-06-08 15:37:23,131 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_289.nrrd\n",
      "2020-06-08 15:37:24,769 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_692.nrrd\n",
      "2020-06-08 15:37:26,068 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_988.nrrd\n",
      "2020-06-08 15:37:28,530 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_526157196.nrrd\n",
      "2020-06-08 15:37:30,113 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_644.nrrd\n",
      "2020-06-08 15:37:30,645 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/644.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_644.nrrd (request).\n",
      "2020-06-08 15:37:30,647 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:30,650 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_844.nrrd\n",
      "2020-06-08 15:37:32,416 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1021.nrrd\n",
      "2020-06-08 15:37:33,850 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12997.nrrd\n",
      "2020-06-08 15:37:34,201 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/12997.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12997.nrrd (request).\n",
      "2020-06-08 15:37:34,203 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:34,206 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_686.nrrd\n",
      "2020-06-08 15:37:34,741 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/686.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_686.nrrd (request).\n",
      "2020-06-08 15:37:34,744 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:34,747 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_889.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:37:36,357 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1038.nrrd\n",
      "2020-06-08 15:37:39,514 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149222.nrrd\n",
      "2020-06-08 15:37:40,056 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149222.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149222.nrrd (request).\n",
      "2020-06-08 15:37:40,059 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:40,062 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_478.nrrd\n",
      "2020-06-08 15:37:41,986 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1102.nrrd\n",
      "2020-06-08 15:37:43,789 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_945.nrrd\n",
      "2020-06-08 15:37:45,250 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_9.nrrd\n",
      "2020-06-08 15:37:46,890 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_182305709.nrrd\n",
      "2020-06-08 15:37:48,537 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_862.nrrd\n",
      "2020-06-08 15:37:50,329 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_638.nrrd\n",
      "2020-06-08 15:37:51,770 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_857.nrrd\n",
      "2020-06-08 15:37:53,198 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_156.nrrd\n",
      "2020-06-08 15:37:54,754 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149250.nrrd\n",
      "2020-06-08 15:37:55,212 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149250.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149250.nrrd (request).\n",
      "2020-06-08 15:37:55,214 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:37:55,217 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_954.nrrd\n",
      "2020-06-08 15:37:56,822 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_249.nrrd\n",
      "2020-06-08 15:37:58,358 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_520.nrrd\n",
      "2020-06-08 15:37:59,854 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_457.nrrd\n",
      "2020-06-08 15:38:00,330 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/457.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_457.nrrd (request).\n",
      "2020-06-08 15:38:00,330 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:00,331 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_601.nrrd\n",
      "2020-06-08 15:38:01,942 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1046.nrrd\n",
      "2020-06-08 15:38:03,376 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_74.nrrd\n",
      "2020-06-08 15:38:04,928 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_33.nrrd\n",
      "2020-06-08 15:38:06,446 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_377.nrrd\n",
      "2020-06-08 15:38:08,050 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_257.nrrd\n",
      "2020-06-08 15:38:09,480 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782594.nrrd\n",
      "2020-06-08 15:38:10,919 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782648.nrrd\n",
      "2020-06-08 15:38:12,351 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_179.nrrd\n",
      "2020-06-08 15:38:12,852 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/179.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_179.nrrd (request).\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:38:12,854 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:12,858 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_919.nrrd\n",
      "2020-06-08 15:38:14,330 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_84.nrrd\n",
      "2020-06-08 15:38:15,939 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1054.nrrd\n",
      "2020-06-08 15:38:17,541 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_476.nrrd\n",
      "2020-06-08 15:38:18,066 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/476.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_476.nrrd (request).\n",
      "2020-06-08 15:38:18,069 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:18,072 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_440.nrrd\n",
      "2020-06-08 15:38:19,655 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_910.nrrd\n",
      "2020-06-08 15:38:21,295 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_608.nrrd\n",
      "2020-06-08 15:38:22,785 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_783.nrrd\n",
      "2020-06-08 15:38:24,074 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_314.nrrd\n",
      "2020-06-08 15:38:25,715 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_675.nrrd\n",
      "2020-06-08 15:38:27,175 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_906.nrrd\n",
      "2020-06-08 15:38:28,634 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149278.nrrd\n",
      "2020-06-08 15:38:29,134 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149278.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149278.nrrd (request).\n",
      "2020-06-08 15:38:29,137 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:29,140 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149306.nrrd\n",
      "2020-06-08 15:38:29,495 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149306.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149306.nrrd (request).\n",
      "2020-06-08 15:38:29,496 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:29,498 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149334.nrrd\n",
      "2020-06-08 15:38:30,024 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149334.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149334.nrrd (request).\n",
      "2020-06-08 15:38:30,026 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:30,029 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_274.nrrd\n",
      "2020-06-08 15:38:31,506 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_590.nrrd\n",
      "2020-06-08 15:38:33,199 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_308.nrrd\n",
      "2020-06-08 15:38:33,711 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/308.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_308.nrrd (request).\n",
      "2020-06-08 15:38:33,714 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:33,717 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782566.nrrd\n",
      "2020-06-08 15:38:35,225 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782620.nrrd\n",
      "2020-06-08 15:38:36,849 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_729.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:38:38,394 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_335.nrrd\n",
      "2020-06-08 15:38:39,861 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_977.nrrd\n",
      "2020-06-08 15:38:42,437 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_526322264.nrrd\n",
      "2020-06-08 15:38:43,686 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_947.nrrd\n",
      "2020-06-08 15:38:44,046 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/947.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_947.nrrd (request).\n",
      "2020-06-08 15:38:44,048 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:44,051 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_882.nrrd\n",
      "2020-06-08 15:38:45,562 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1085.nrrd\n",
      "2020-06-08 15:38:47,028 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12998.nrrd\n",
      "2020-06-08 15:38:47,478 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/12998.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_12998.nrrd (request).\n",
      "2020-06-08 15:38:47,479 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:47,480 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_719.nrrd\n",
      "2020-06-08 15:38:47,850 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/719.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_719.nrrd (request).\n",
      "2020-06-08 15:38:47,851 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:47,853 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_929.nrrd\n",
      "2020-06-08 15:38:49,333 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1062.nrrd\n",
      "2020-06-08 15:38:50,580 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149226.nrrd\n",
      "2020-06-08 15:38:51,121 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149226.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149226.nrrd (request).\n",
      "2020-06-08 15:38:51,123 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:38:51,127 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_510.nrrd\n",
      "2020-06-08 15:38:52,935 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_2.nrrd\n",
      "2020-06-08 15:38:54,578 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1026.nrrd\n",
      "2020-06-08 15:38:56,212 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_461.nrrd\n",
      "2020-06-08 15:38:57,852 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_182305713.nrrd\n",
      "2020-06-08 15:38:59,601 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_893.nrrd\n",
      "2020-06-08 15:39:01,096 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_662.nrrd\n",
      "2020-06-08 15:39:02,664 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_849.nrrd\n",
      "2020-06-08 15:39:04,170 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_243.nrrd\n",
      "2020-06-08 15:39:05,635 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149254.nrrd\n",
      "2020-06-08 15:39:06,177 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149254.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149254.nrrd (request).\n",
      "2020-06-08 15:39:06,180 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:06,183 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1005.nrrd\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:39:07,784 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_456.nrrd\n",
      "2020-06-08 15:39:09,427 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_598.nrrd\n",
      "2020-06-08 15:39:10,967 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_497.nrrd\n",
      "2020-06-08 15:39:11,500 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/497.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_497.nrrd (request).\n",
      "2020-06-08 15:39:11,502 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:11,505 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_649.nrrd\n",
      "2020-06-08 15:39:13,110 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_441.nrrd\n",
      "2020-06-08 15:39:14,614 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_121.nrrd\n",
      "2020-06-08 15:39:15,915 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_305.nrrd\n",
      "2020-06-08 15:39:17,512 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_393.nrrd\n",
      "2020-06-08 15:39:19,185 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_469.nrrd\n",
      "2020-06-08 15:39:20,805 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782598.nrrd\n",
      "2020-06-08 15:39:22,301 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782652.nrrd\n",
      "2020-06-08 15:39:23,767 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_227.nrrd\n",
      "2020-06-08 15:39:24,329 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/227.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_227.nrrd (request).\n",
      "2020-06-08 15:39:24,331 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:24,334 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_927.nrrd\n",
      "2020-06-08 15:39:25,705 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_132.nrrd\n",
      "2020-06-08 15:39:27,377 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1081.nrrd\n",
      "2020-06-08 15:39:28,980 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_516.nrrd\n",
      "2020-06-08 15:39:29,524 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/516.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_516.nrrd (request).\n",
      "2020-06-08 15:39:29,525 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:29,526 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_488.nrrd\n",
      "2020-06-08 15:39:31,130 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_527696977.nrrd\n",
      "2020-06-08 15:39:32,613 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_680.nrrd\n",
      "2020-06-08 15:39:33,998 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_831.nrrd\n",
      "2020-06-08 15:39:35,399 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_355.nrrd\n",
      "2020-06-08 15:39:36,798 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_699.nrrd\n",
      "2020-06-08 15:39:38,401 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_279.nrrd\n",
      "2020-06-08 15:39:40,021 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149282.nrrd\n",
      "2020-06-08 15:39:40,509 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149282.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149282.nrrd (request).\n",
      "2020-06-08 15:39:40,512 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-08 15:39:40,515 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149310.nrrd\n",
      "2020-06-08 15:39:41,020 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149310.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149310.nrrd (request).\n",
      "2020-06-08 15:39:41,022 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:41,025 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149338.nrrd\n",
      "2020-06-08 15:39:41,532 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/480149338.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_480149338.nrrd (request).\n",
      "2020-06-08 15:39:41,534 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:41,538 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_330.nrrd\n",
      "2020-06-08 15:39:42,872 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_622.nrrd\n",
      "2020-06-08 15:39:44,338 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_340.nrrd\n",
      "2020-06-08 15:39:44,898 allensdk.api.api.retrieve_file_over_http ERROR    Couldn't retrieve file /tmp/340.nrrd from http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_340.nrrd (request).\n",
      "2020-06-08 15:39:44,900 allensdk.api.api.retrieve_file_over_http ERROR    We weren't able to download a structure mask for structure {0}. \n",
      "                                             You can instead build the mask locally using \n",
      "                                             ReferenceSpace.many_structure_masks\n",
      "2020-06-08 15:39:44,904 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782570.nrrd\n",
      "2020-06-08 15:39:46,491 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_312782624.nrrd\n",
      "2020-06-08 15:39:48,138 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_786.nrrd\n",
      "2020-06-08 15:39:49,629 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_368.nrrd\n",
      "2020-06-08 15:39:51,208 allensdk.api.api.retrieve_file_over_http INFO     Downloading URL: http://download.alleninstitute.org/informatics-archive/current-release/mouse_ccf/annotation/ccf_2017/structure_masks/structure_masks_25/structure_1045.nrrd\n"
     ]
    }
   ],
   "source": [
    "layers = ['l1', 'l2_3', 'l4', 'l5', 'l6a', 'l6b']\n",
    "layer_lists = [l1, l2_3, l4, l5, l6a, l6b]\n",
    "layer_plot = np.zeros_like(template)\n",
    "\n",
    "for l in range(len(layers)):\n",
    "    layer_mask = np.zeros_like(template)\n",
    "    for m in layer_lists[l]:\n",
    "        try:\n",
    "            mask, _ = mcc.get_structure_mask(m['id'], '/tmp/%s.nrrd' %m['id'])\n",
    "            layer_mask += mask\n",
    "        except:\n",
    "            pass\n",
    "    layer_plot[layer_mask==1] = (l+1)*10\n",
    "    nb.Nifti1Image(layer_mask, np.eye(4)*0.025).to_filename(data_dir+'layers/%s.nii.gz' %layers[l])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "### Fix hole in layer 6 and save layers and mask"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mask was created manually by filling in the whole in FSLeyes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "missing_piece = nb.load(data_dir+'layers/missing_piece_cortex.nii.gz').get_data()\n",
    "\n",
    "l6a = nb.load(data_dir+'layers/l6a.nii.gz')\n",
    "nb.save(l6a,data_dir+'layers/l6a_orig.nii.gz')\n",
    "\n",
    "l6a_fixed = np.zeros_like(l6a.get_data())\n",
    "l6a_fixed[l6a.get_data()==1]=1\n",
    "l6a_fixed[missing_piece==1]=1\n",
    "nb.save(nb.Nifti1Image(l6a_fixed, l6a.affine),data_dir+'layers/l6a.nii.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "layers = ['l1', 'l2_3', 'l4', 'l5', 'l6a', 'l6b']\n",
    "layer_plot = np.zeros_like(template)\n",
    "\n",
    "for l in range(len(layers)):\n",
    "    layer = nb.load(data_dir+'layers/%s.nii.gz' %layers[l]).get_data()\n",
    "    layer_plot[layer==1] = (l+1)\n",
    "nb.save(nb.Nifti1Image(layer_plot, np.eye(4)*0.025), data_dir+'layers/all_layers.nii.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "cortex = np.zeros_like(layer_plot)\n",
    "cortex[layer_plot!=0]=1\n",
    "aff=np.eye(4)*0.025\n",
    "aff[3,3]=1\n",
    "nb.save(nb.Nifti1Image(cortex, aff), data_dir+'cortex_mask_tight.nii.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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9e/dO66p5JrHU/dOZ7JugugB2bDnBVZtRjkzpAqlcB4IOarWiqXucoOvNO7Lm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\n5cGTSCQwPT1tSIPMZYuq5UWLdoItNE0WrOYKCSkntnBDUt8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eHklEgKtvtlwznoumlDL1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\ngiAIgiAIdcz/B5D8JrqKVXDqAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "slice_idx = 264\n",
    "f, ccf_axes = plt.subplots(1, 3, figsize=(15, 5))\n",
    "ccf_axes[0].imshow(template[slice_idx,:,:], cmap='gray', aspect='equal', vmin=template.min(), vmax=template.max())\n",
    "ccf_axes[0].set_title(\"template\")\n",
    "ccf_axes[1].imshow(root_mask[slice_idx,:,:], cmap='gray', aspect='equal', vmin=0, vmax=1)\n",
    "ccf_axes[1].set_title(\"brain mask\")\n",
    "ccf_axes[2].imshow(layer_plot[slice_idx,:,:], cmap='cubehelix', aspect='equal')\n",
    "ccf_axes[2].set_title(\"cortical layers\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Make custom annotation volume from substructures of isocortex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "iso_id = structure_tree.get_structures_by_name(['Isocortex'])[0]['id']\n",
    "regions = structure_tree.children([iso_id])[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "hdr = nb.load(data_dir+'cortex_mask_tight.nii.gz').header\n",
    "aff = nb.load(data_dir+'cortex_mask_tight.nii.gz').affine\n",
    "shape = nb.load(data_dir+'cortex_mask_tight.nii.gz').shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "for region in regions:\n",
    "    children = structure_tree.children([region['id']])[0]\n",
    "    for child in children:\n",
    "        if \"layer\" in child['name'].lower():\n",
    "            pass\n",
    "        elif child['id'] == 738: #structure is missing in API\n",
    "            pass\n",
    "        else:\n",
    "            mask, _ = mcc.get_structure_mask(child['id'],'/tmp/%s.nrrd' % child['acronym'])\n",
    "            nb.Nifti1Image(mask, aff, hdr).to_filename(data_dir+'regions/%s.nii.gz'% child['acronym'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Start a list of subregions\n",
    "finest = []\n",
    "for region in regions:\n",
    "    children = structure_tree.children([region['id']])[0]\n",
    "    for child in children:\n",
    "        if \"layer\" in child['name'].lower():\n",
    "            pass\n",
    "        elif child['id'] == 738:\n",
    "            pass\n",
    "        else:\n",
    "            finest.append(child['acronym'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Add the level 1 regions that have no subregions\n",
    "for region in regions:\n",
    "    if True in [(region['acronym'] in f) for f in finest]:\n",
    "        pass\n",
    "    else:\n",
    "        finest.append(region['acronym'])\n",
    "        mask, _ = mcc.get_structure_mask(region['id'],'/tmp/%s.nrrd' % region['acronym'])\n",
    "        nb.Nifti1Image(mask, aff, hdr).to_filename(data_dir+'regions/%s.nii.gz'% region['acronym'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Add subregions of SSp\n",
    "for ss in structure_tree.children([322])[0]:\n",
    "    if \"layer\" in ss['name'].lower():\n",
    "        pass\n",
    "    else:\n",
    "        finest.append(ss['acronym'])\n",
    "        mask, _ = mcc.get_structure_mask(ss['id'], '/tmp/%s.nrrd' % ss['acronym'])\n",
    "        nb.Nifti1Image(mask, aff, hdr).to_filename(data_dir+'regions/%s.nii.gz' % ss['acronym'])\n",
    "finest.remove('SSp')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df = pd.DataFrame(data=zip(range(1,len(finest)+1),finest),\n",
    "                 columns=['id', 'acronym'])\n",
    "df.to_csv('/home/julia/workspace/mouse_gradients/regions.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Make a single annotation volume\n",
    "annot_finest = np.zeros(shape)\n",
    "\n",
    "for a in range(len(df['acronym'])):\n",
    "    mask = nb.load(data_dir+'regions/%s.nii.gz' % df['acronym'][a]).get_data()\n",
    "    annot_finest[mask == 1] = df['id'][a]\n",
    "\n",
    "nb.save(nb.Nifti1Image(np.round(annot_finest), aff, hdr), data_dir+'annot_finest.nii.gz')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Downsample volumes to 200um to fit resolution of fMRI data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Annotation volume\n",
    "resamp = fsl.FLIRT(in_file=data_dir+'annot_finest.nii.gz',\n",
    "                   reference=data_dir+'annot_finest.nii.gz',\n",
    "                   apply_isoxfm=0.2,\n",
    "                   interp='nearestneighbour',\n",
    "                   out_file=data_dir+'annot_finest_200um.nii.gz')\n",
    "resamp.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Round it back to integers\n",
    "rounded = np.round(nb.load(data_dir+'annot_finest_200um.nii.gz').get_data())\n",
    "hdr_200 = nb.load(data_dir+'annot_finest_200um.nii.gz').header\n",
    "aff_200 = nb.load(data_dir+'annot_finest_200um.nii.gz').affine\n",
    "nb.save(nb.Nifti1Image(rounded, aff_200, hdr_200), data_dir+'annot_finest_200um.nii.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Template\n",
    "resamp = fsl.FLIRT(in_file=data_dir+'template.nii.gz',\n",
    "                   reference=data_dir+'template.nii.gz',\n",
    "                   apply_isoxfm=0.2,\n",
    "                   interp='spline',\n",
    "                   out_file=data_dir+'template_200um.nii.gz')\n",
    "resamp.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Cortex, Piriform and Hippocampus mask\n",
    "for m in ['cortex_mask_tight', 'piriform', 'hippocampus']:\n",
    "    resamp = fsl.FLIRT(in_file=data_dir+'%s.nii.gz' % m,\n",
    "                       reference=data_dir+'%s.nii.gz' % m,\n",
    "                       apply_isoxfm=0.2,\n",
    "                       interp='nearestneighbour',\n",
    "                       out_file=data_dir+'%s_200um.nii.gz' % m)\n",
    "    resamp.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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