Wrapper for querying VirtualFlyBrain knowledge graph.

Navigation

Verified details

These details have been verified by PyPI
Owner

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: GNU General Public License v3 (GPLv3) (GPL-3.0 License)
  • Author: VirtualFlyBrain
  • Requires: Python >=3.7
Classifiers
Report project as malware

Project description

VFBquery

to setup requirements:

pip install --upgrade vfbquery

To get term info for a term: get_term_info(ID)

e.g.

import vfbquery as vfb

Class example:

vfb.get_term_info('FBbt_00003748')

{
   "Name": "medulla",
   "Id": "FBbt_00003748",
   "SuperTypes": [
      "Entity",
      "Class",
      "Adult",
      "Anatomy",
      "Nervous_system",
      "Synaptic_neuropil",
      "Synaptic_neuropil_domain",
      "Visual_system"
   ],
   "Meta": {
      "Name": "[medulla](FBbt_00003748)",
      "Description": "The second optic neuropil, sandwiched between the lamina and the lobula complex. It is divided into 10 layers: 1-6 make up the outer (distal) medulla, the seventh (or serpentine) layer exhibits a distinct architecture and layers 8-10 make up the inner (proximal) medulla (Ito et al., 2014).",
      "Comment": "",
      "Types": "[anterior ectoderm derivative](FBbt_00025991); [synaptic neuropil domain](FBbt_00040007)",
      "Relationships": "[develops from](RO_0002202): [medulla anlage](FBbt_00001935); [is part of](BFO_0000050): [adult optic lobe](FBbt_00003701)"
   },
   "Tags": [
      "Adult",
      "Nervous_system",
      "Synaptic_neuropil_domain",
      "Visual_system"
   ],
   "Queries": [
      {
         "query": "ListAllAvailableImages",
         "label": "List all available images of medulla",
         "function": "get_instances",
         "takes": {
            "short_form": {
               "$and": [
                  "Class",
                  "Anatomy"
               ]
            },
            "default": {
               "short_form": "FBbt_00003748"
            }
         },
         "preview": 5,
         "preview_columns": [
            "id",
            "label",
            "tags",
            "thumbnail"
         ],
         "preview_results": {
            "headers": {
               "id": {
                  "title": "Add",
                  "type": "selection_id",
                  "order": -1
               },
               "label": {
                  "title": "Name",
                  "type": "markdown",
                  "order": 0,
                  "sort": {
                     "0": "Asc"
                  }
               },
               "tags": {
                  "title": "Gross Types",
                  "type": "tags",
                  "order": 3
               },
               "thumbnail": {
                  "title": "Thumbnail",
                  "type": "markdown",
                  "order": 9
               }
            },
            "rows": [
               {
                  "id": "VFB_00102107",
                  "label": "[ME on JRC2018Unisex adult brain](VFB_00102107)",
                  "tags": "Nervous_system|Adult|Visual_system|Synaptic_neuropil_domain",
                  "thumbnail": "[![ME on JRC2018Unisex adult brain aligned to JRC2018U](http://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/thumbnail.png 'ME on JRC2018Unisex adult brain aligned to JRC2018U')](VFB_00101567,VFB_00102107)"
               },
               {
                  "id": "VFB_00101385",
                  "label": "[ME%28R%29 on JRC_FlyEM_Hemibrain](VFB_00101385)",
                  "tags": "Nervous_system|Adult|Visual_system|Synaptic_neuropil_domain",
                  "thumbnail": "[![ME%28R%29 on JRC_FlyEM_Hemibrain aligned to JRCFIB2018Fum](http://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/thumbnail.png 'ME(R) on JRC_FlyEM_Hemibrain aligned to JRCFIB2018Fum')](VFB_00101384,VFB_00101385)"
               },
               {
                  "id": "VFB_00030810",
                  "label": "[medulla on adult brain template Ito2014](VFB_00030810)",
                  "tags": "Nervous_system|Visual_system|Adult|Synaptic_neuropil_domain",
                  "thumbnail": "[![medulla on adult brain template Ito2014 aligned to adult brain template Ito2014](http://www.virtualflybrain.org/data/VFB/i/0003/0810/VFB_00030786/thumbnail.png 'medulla on adult brain template Ito2014 aligned to adult brain template Ito2014')](VFB_00030786,VFB_00030810)"
               },
               {
                  "id": "VFB_00030624",
                  "label": "[medulla on adult brain template JFRC2](VFB_00030624)",
                  "tags": "Nervous_system|Visual_system|Adult|Synaptic_neuropil_domain",
                  "thumbnail": "[![medulla on adult brain template JFRC2 aligned to JFRC2](http://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/thumbnail.png 'medulla on adult brain template JFRC2 aligned to JFRC2')](VFB_00017894,VFB_00030624)"
               }
            ]
         },
         "output_format": "table",
         "count": 4
      }
   ],
   "IsIndividual": False,
   "Images": {},
   "IsClass": True,
   "Examples": {
      "VFB_00030786": [
         {
            "id": "VFB_00030810",
            "label": "medulla on adult brain template Ito2014",
            "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/VFB_00030786/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/VFB_00030786/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/volume_man.obj"
         }
      ],
      "VFB_00101567": [
         {
            "id": "VFB_00102107",
            "label": "ME on JRC2018Unisex adult brain",
            "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/volume_man.obj"
         }
      ],
      "VFB_00017894": [
         {
            "id": "VFB_00030624",
            "label": "medulla on adult brain template JFRC2",
            "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/volume_man.obj"
         }
      ],
      "VFB_00101384": [
         {
            "id": "VFB_00101385",
            "label": "ME(R) on JRC_FlyEM_Hemibrain",
            "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/volume_man.obj"
         }
      ]
   },
   "IsTemplate": False,
   "Domains": {},
   "Licenses": {},
   "Publications": [],
   "Synonyms": [
      {
         "label": "ME",
         "scope": "has_exact_synonym",
         "type": "",
         "publication": "[Ito et al., 2014](FBrf0224194)"
      },
      {
         "label": "m",
         "scope": "has_related_synonym",
         "type": "",
         "publication": ""
      },
      {
         "label": "Med",
         "scope": "has_exact_synonym",
         "type": "",
         "publication": "[Chiang et al., 2011](FBrf0212704)"
      },
      {
         "label": "optic medulla",
         "scope": "has_exact_synonym",
         "type": "",
         "publication": "[Venkatesh and Shyamala, 2010](FBrf0212889)"
      }
   ]
}

Individual example:

vfb.get_term_info('VFB_00000001')

{
   "Name": "fru-M-200266",
   "Id": "VFB_00000001",
   "SuperTypes": [
      "Entity",
      "Individual",
      "VFB",
      "Neuron",
      "Adult",
      "Anatomy",
      "Cell",
      "Expression_pattern_fragment",
      "Nervous_system",
      "has_image",
      "lineage_CM3",
      "lineage_DM6",
      "FlyCircuit",
      "NBLAST"
   ],
   "Meta": {
      "Name": "[fru-M-200266](VFB_00000001)",
      "Description": "",
      "Comment": "OutAge: Adult 5~15 days",
      "Types": "[adult DM6 lineage neuron](FBbt_00050144); [expression pattern fragment](VFBext_0000004)",
      "Relationships": "[expresses](RO_0002292): [Scer\\GAL4%5Bfru.P1.D%5D](FBal0276838); [is part of](BFO_0000050): [Scer\\GAL4%5Bfru.P1.D%5D expression pattern](VFBexp_FBal0276838), [adult brain](FBbt_00003624), [male organism](FBbt_00007004); [overlaps](RO_0002131): [adult antennal lobe](FBbt_00007401), [adult crepine](FBbt_00045037), [adult lateral accessory lobe](FBbt_00003681), [superior posterior slope](FBbt_00045040), [vest](FBbt_00040041)"
   },
   "Tags": [
      "Adult",
      "Expression_pattern_fragment",
      "Neuron"
   ],
   "Queries": [
      {
         "query": "SimilarMorphologyTo",
         "label": "Find similar neurons to fru-M-200266",
         "function": "get_similar_neurons",
         "takes": {
            "short_form": {
               "$and": [
                  "Individual",
                  "Neuron"
               ]
            },
            "default": {
               "neuron": "VFB_00000001",
               "similarity_score": "NBLAST_score"
            }
         },
         "preview": 5,
         "preview_columns": [
            "id",
            "score",
            "name",
            "tags",
            "thumbnail"
         ],
         "preview_results": {
            "headers": {
               "id": {
                  "title": "Add",
                  "type": "selection_id",
                  "order": -1
               },
               "score": {
                  "title": "Score",
                  "type": "numeric",
                  "order": 1,
                  "sort": {
                     "0": "Desc"
                  }
               },
               "name": {
                  "title": "Name",
                  "type": "markdown",
                  "order": 1,
                  "sort": {
                     "1": "Asc"
                  }
               },
               "tags": {
                  "title": "Tags",
                  "type": "tags",
                  "order": 2
               },
               "thumbnail": {
                  "title": "Thumbnail",
                  "type": "markdown",
                  "order": 9
               }
            },
            "rows": [
               {
                  "id": "VFB_00000333",
                  "score": "0.61",
                  "name": "[fru-M-000204](VFB_00000333)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult",
                  "thumbnail": "[![fru-M-000204 aligned to JFRC2](http://virtualflybrain.org/reports/VFB_00000333/thumbnail.png 'fru-M-000204 aligned to JFRC2')](VFB_00017894,VFB_00000333)"
               },
               {
                  "id": "VFB_00000333",
                  "score": "0.61",
                  "name": "[fru-M-000204](VFB_00000333)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult",
                  "thumbnail": "[![fru-M-000204 aligned to JRC2018U](http://virtualflybrain.org/reports/VFB_00000333/thumbnail.png 'fru-M-000204 aligned to JRC2018U')](VFB_00101567,VFB_00000333)"
               },
               {
                  "id": "VFB_00002439",
                  "score": "0.6",
                  "name": "[fru-M-900020](VFB_00002439)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult",
                  "thumbnail": "[![fru-M-900020 aligned to JFRC2](http://www.virtualflybrain.org/data/VFB/i/0000/2439/VFB_00017894/thumbnail.png 'fru-M-900020 aligned to JFRC2')](VFB_00017894,VFB_00002439)"
               },
               {
                  "id": "VFB_00002439",
                  "score": "0.6",
                  "name": "[fru-M-900020](VFB_00002439)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult",
                  "thumbnail": "[![fru-M-900020 aligned to JRC2018U](http://www.virtualflybrain.org/data/VFB/i/0000/2439/VFB_00101567/thumbnail.png 'fru-M-900020 aligned to JRC2018U')](VFB_00101567,VFB_00002439)"
               },
               {
                  "id": "VFB_00001880",
                  "score": "0.59",
                  "name": "[fru-M-100041](VFB_00001880)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult",
                  "thumbnail": "[![fru-M-100041 aligned to JFRC2](http://www.virtualflybrain.org/data/VFB/i/0000/1880/VFB_00017894/thumbnail.png 'fru-M-100041 aligned to JFRC2')](VFB_00017894,VFB_00001880)"
               }
            ]
         },
         "output_format": "table",
         "count": 46
      }
   ],
   "IsIndividual": True,
   "Images": {
      "VFB_00017894": [
         {
            "id": "VFB_00000001",
            "label": "fru-M-200266",
            "thumbnail": "https://virtualflybrain.org/reports/VFB_00000001/thumbnail.png",
            "thumbnail_transparent": "https://virtualflybrain.org/reports/VFB_00000001/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/volume.nrrd",
            "wlz": "https://virtualflybrain.org/reports/VFB_00000001/volume.wlz",
            "obj": "https://virtualflybrain.org/reports/VFB_00000001/volume.obj",
            "swc": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/volume.swc"
         }
      ],
      "VFB_00101567": [
         {
            "id": "VFB_00000001",
            "label": "fru-M-200266",
            "thumbnail": "https://virtualflybrain.org/reports/VFB_00000001/thumbnail.png",
            "thumbnail_transparent": "https://virtualflybrain.org/reports/VFB_00000001/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/volume.nrrd",
            "wlz": "https://virtualflybrain.org/reports/VFB_00000001/volume.wlz",
            "obj": "https://virtualflybrain.org/reports/VFB_00000001/volume.obj",
            "swc": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/volume.swc"
         }
      ]
   },
   "IsClass": False,
   "Examples": {},
   "IsTemplate": False,
   "Domains": {},
   "Licenses": {
      "0": {
         "iri": "http://virtualflybrain.org/reports/VFBlicense_FlyCircuit_License",
         "short_form": "VFBlicense_FlyCircuit_License",
         "label": "FlyCircuit License",
         "icon": "",
         "source": "FlyCircuit 1.0 - single neurons (Chiang2010)",
         "source_iri": "http://virtualflybrain.org/reports/Chiang2010"
      }
   },
   "Publications": [],
   "Synonyms": []
}

Template example:

vfb.get_term_info('VFB_00101567')

{
   "Name": "JRC2018U",
   "Id": "VFB_00101567",
   "SuperTypes": [
      "Entity",
      "Individual",
      "VFB",
      "Adult",
      "Anatomy",
      "Nervous_system",
      "Template",
      "has_image"
   ],
   "Meta": {
      "Name": "[JRC2018Unisex](VFB_00101567)",
      "Symbol": "[JRC2018U](VFB_00101567)",
      "Description": "Janelia 2018 unisex, averaged adult brain template",
      "Comment": "",
      "Types": "[adult brain](FBbt_00003624)"
   },
   "Tags": [
      "Adult",
      "Nervous_system"
   ],
   "Queries": [],
   "IsIndividual": True,
   "Images": {
      "VFBc_00101567": [
         {
            "id": "VFBc_00101567",
            "label": "JRC2018Unisex_c",
            "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/volume_man.obj",
            "index": 0,
            "center": {
               "X": 605.0,
               "Y": 283.0,
               "Z": 87.0
            },
            "extent": {
               "X": 1211.0,
               "Y": 567.0,
               "Z": 175.0
            },
            "voxel": {
               "X": 0.5189161,
               "Y": 0.5189161,
               "Z": 1.0
            },
            "orientation": "LPS"
         }
      ]
   },
   "IsClass": False,
   "Examples": {},
   "IsTemplate": True,
   "Domains": {
      "0": {
         "id": "VFB_00101567",
         "label": "JRC2018U",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/volume_man.obj",
         "index": 0,
         "type_label": "adult brain",
         "type_id": "FBbt_00003624"
      },
      "3": {
         "id": "VFB_00102107",
         "label": "ME on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/volume_man.obj",
         "index": 3,
         "type_label": "medulla",
         "type_id": "FBbt_00003748"
      },
      "4": {
         "id": "VFB_00102108",
         "label": "AME on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2108/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2108/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2108/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2108/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2108/VFB_00101567/volume_man.obj",
         "index": 4,
         "type_label": "accessory medulla",
         "type_id": "FBbt_00045003"
      },
      "5": {
         "id": "VFB_00102109",
         "label": "LO on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2109/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2109/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2109/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2109/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2109/VFB_00101567/volume_man.obj",
         "index": 5,
         "type_label": "lobula",
         "type_id": "FBbt_00003852"
      },
      "6": {
         "id": "VFB_00102110",
         "label": "LOP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2110/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2110/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2110/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2110/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2110/VFB_00101567/volume_man.obj",
         "index": 6,
         "type_label": "lobula plate",
         "type_id": "FBbt_00003885"
      },
      "7": {
         "id": "VFB_00102114",
         "label": "CA on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2114/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2114/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2114/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2114/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2114/VFB_00101567/volume_man.obj",
         "index": 7,
         "type_label": "calyx of adult mushroom body",
         "type_id": "FBbt_00007385"
      },
      "10": {
         "id": "VFB_00102118",
         "label": "PED on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2118/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2118/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2118/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2118/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2118/VFB_00101567/volume_man.obj",
         "index": 10,
         "type_label": "pedunculus of adult mushroom body",
         "type_id": "FBbt_00007453"
      },
      "11": {
         "id": "VFB_00102119",
         "label": "aL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2119/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2119/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2119/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2119/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2119/VFB_00101567/volume_man.obj",
         "index": 11,
         "type_label": "adult mushroom body alpha-lobe",
         "type_id": "FBbt_00110657"
      },
      "12": {
         "id": "VFB_00102121",
         "label": "a\\'L on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2121/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2121/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2121/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2121/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2121/VFB_00101567/volume_man.obj",
         "index": 12,
         "type_label": "adult mushroom body alpha'-lobe",
         "type_id": "FBbt_00013691"
      },
      "13": {
         "id": "VFB_00102123",
         "label": "bL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2123/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2123/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2123/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2123/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2123/VFB_00101567/volume_man.obj",
         "index": 13,
         "type_label": "adult mushroom body beta-lobe",
         "type_id": "FBbt_00110658"
      },
      "14": {
         "id": "VFB_00102124",
         "label": "b\\'L on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2124/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2124/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2124/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2124/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2124/VFB_00101567/volume_man.obj",
         "index": 14,
         "type_label": "adult mushroom body beta'-lobe",
         "type_id": "FBbt_00013694"
      },
      "15": {
         "id": "VFB_00102133",
         "label": "gL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2133/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2133/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2133/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2133/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2133/VFB_00101567/volume_man.obj",
         "index": 15,
         "type_label": "adult mushroom body gamma-lobe",
         "type_id": "FBbt_00013695"
      },
      "16": {
         "id": "VFB_00102134",
         "label": "FB on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2134/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2134/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2134/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2134/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2134/VFB_00101567/volume_man.obj",
         "index": 16,
         "type_label": "fan-shaped body",
         "type_id": "FBbt_00003679"
      },
      "18": {
         "id": "VFB_00102135",
         "label": "EB on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2135/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2135/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2135/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2135/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2135/VFB_00101567/volume_man.obj",
         "index": 18,
         "type_label": "ellipsoid body",
         "type_id": "FBbt_00003678"
      },
      "19": {
         "id": "VFB_00102137",
         "label": "PB on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2137/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2137/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2137/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2137/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2137/VFB_00101567/volume_man.obj",
         "index": 19,
         "type_label": "protocerebral bridge",
         "type_id": "FBbt_00003668"
      },
      "21": {
         "id": "VFB_00102139",
         "label": "BU on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2139/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2139/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2139/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2139/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2139/VFB_00101567/volume_man.obj",
         "index": 21,
         "type_label": "bulb",
         "type_id": "FBbt_00003682"
      },
      "22": {
         "id": "VFB_00102140",
         "label": "LAL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2140/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2140/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2140/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2140/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2140/VFB_00101567/volume_man.obj",
         "index": 22,
         "type_label": "adult lateral accessory lobe",
         "type_id": "FBbt_00003681"
      },
      "23": {
         "id": "VFB_00102141",
         "label": "AOTU on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2141/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2141/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2141/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2141/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2141/VFB_00101567/volume_man.obj",
         "index": 23,
         "type_label": "anterior optic tubercle",
         "type_id": "FBbt_00007059"
      },
      "24": {
         "id": "VFB_00102146",
         "label": "AVLP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2146/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2146/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2146/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2146/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2146/VFB_00101567/volume_man.obj",
         "index": 24,
         "type_label": "anterior ventrolateral protocerebrum",
         "type_id": "FBbt_00040043"
      },
      "25": {
         "id": "VFB_00102148",
         "label": "PVLP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2148/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2148/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2148/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2148/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2148/VFB_00101567/volume_man.obj",
         "index": 25,
         "type_label": "posterior ventrolateral protocerebrum",
         "type_id": "FBbt_00040042"
      },
      "26": {
         "id": "VFB_00102152",
         "label": "PLP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2152/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2152/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2152/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2152/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2152/VFB_00101567/volume_man.obj",
         "index": 26,
         "type_label": "posterior lateral protocerebrum",
         "type_id": "FBbt_00040044"
      },
      "27": {
         "id": "VFB_00102154",
         "label": "WED on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2154/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2154/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2154/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2154/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2154/VFB_00101567/volume_man.obj",
         "index": 27,
         "type_label": "wedge",
         "type_id": "FBbt_00045027"
      },
      "28": {
         "id": "VFB_00102159",
         "label": "LH on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2159/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2159/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2159/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2159/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2159/VFB_00101567/volume_man.obj",
         "index": 28,
         "type_label": "adult lateral horn",
         "type_id": "FBbt_00007053"
      },
      "29": {
         "id": "VFB_00102162",
         "label": "SLP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2162/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2162/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2162/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2162/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2162/VFB_00101567/volume_man.obj",
         "index": 29,
         "type_label": "superior lateral protocerebrum",
         "type_id": "FBbt_00007054"
      },
      "30": {
         "id": "VFB_00102164",
         "label": "SIP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2164/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2164/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2164/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2164/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2164/VFB_00101567/volume_man.obj",
         "index": 30,
         "type_label": "superior intermediate protocerebrum",
         "type_id": "FBbt_00045032"
      },
      "31": {
         "id": "VFB_00102170",
         "label": "SMP on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2170/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2170/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2170/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2170/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2170/VFB_00101567/volume_man.obj",
         "index": 31,
         "type_label": "superior medial protocerebrum",
         "type_id": "FBbt_00007055"
      },
      "32": {
         "id": "VFB_00102171",
         "label": "CRE on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2171/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2171/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2171/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2171/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2171/VFB_00101567/volume_man.obj",
         "index": 32,
         "type_label": "adult crepine",
         "type_id": "FBbt_00045037"
      },
      "33": {
         "id": "VFB_00102174",
         "label": "ROB on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2174/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2174/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2174/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2174/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2174/VFB_00101567/volume_man.obj",
         "index": 33,
         "type_label": "adult round body",
         "type_id": "FBbt_00048509"
      },
      "34": {
         "id": "VFB_00102175",
         "label": "RUB on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2175/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2175/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2175/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2175/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2175/VFB_00101567/volume_man.obj",
         "index": 34,
         "type_label": "rubus",
         "type_id": "FBbt_00040038"
      },
      "35": {
         "id": "VFB_00102176",
         "label": "SCL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2176/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2176/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2176/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2176/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2176/VFB_00101567/volume_man.obj",
         "index": 35,
         "type_label": "superior clamp",
         "type_id": "FBbt_00040048"
      },
      "36": {
         "id": "VFB_00102179",
         "label": "ICL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2179/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2179/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2179/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2179/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2179/VFB_00101567/volume_man.obj",
         "index": 36,
         "type_label": "inferior clamp",
         "type_id": "FBbt_00040049"
      },
      "37": {
         "id": "VFB_00102185",
         "label": "IB on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2185/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2185/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2185/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2185/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2185/VFB_00101567/volume_man.obj",
         "index": 37,
         "type_label": "inferior bridge",
         "type_id": "FBbt_00040050"
      },
      "38": {
         "id": "VFB_00102190",
         "label": "ATL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2190/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2190/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2190/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2190/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2190/VFB_00101567/volume_man.obj",
         "index": 38,
         "type_label": "antler",
         "type_id": "FBbt_00045039"
      },
      "39": {
         "id": "VFB_00102201",
         "label": "AL on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2201/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2201/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2201/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2201/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2201/VFB_00101567/volume_man.obj",
         "index": 39,
         "type_label": "adult antennal lobe",
         "type_id": "FBbt_00007401"
      },
      "40": {
         "id": "VFB_00102212",
         "label": "VES on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2212/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2212/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2212/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2212/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2212/VFB_00101567/volume_man.obj",
         "index": 40,
         "type_label": "vest",
         "type_id": "FBbt_00040041"
      },
      "41": {
         "id": "VFB_00102213",
         "label": "EPA on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2213/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2213/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2213/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2213/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2213/VFB_00101567/volume_man.obj",
         "index": 41,
         "type_label": "epaulette",
         "type_id": "FBbt_00040040"
      },
      "42": {
         "id": "VFB_00102214",
         "label": "GOR on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2214/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2214/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2214/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2214/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2214/VFB_00101567/volume_man.obj",
         "index": 42,
         "type_label": "gorget",
         "type_id": "FBbt_00040039"
      },
      "43": {
         "id": "VFB_00102215",
         "label": "SPS on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2215/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2215/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2215/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2215/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2215/VFB_00101567/volume_man.obj",
         "index": 43,
         "type_label": "superior posterior slope",
         "type_id": "FBbt_00045040"
      },
      "44": {
         "id": "VFB_00102218",
         "label": "IPS on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2218/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2218/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2218/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2218/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2218/VFB_00101567/volume_man.obj",
         "index": 44,
         "type_label": "inferior posterior slope",
         "type_id": "FBbt_00045046"
      },
      "45": {
         "id": "VFB_00102271",
         "label": "SAD on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2271/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2271/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2271/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2271/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2271/VFB_00101567/volume_man.obj",
         "index": 45,
         "type_label": "saddle",
         "type_id": "FBbt_00045048"
      },
      "46": {
         "id": "VFB_00102273",
         "label": "AMMC on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2273/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2273/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2273/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2273/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2273/VFB_00101567/volume_man.obj",
         "index": 46,
         "type_label": "antennal mechanosensory and motor center",
         "type_id": "FBbt_00003982"
      },
      "47": {
         "id": "VFB_00102274",
         "label": "FLA on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2274/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2274/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2274/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2274/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2274/VFB_00101567/volume_man.obj",
         "index": 47,
         "type_label": "flange",
         "type_id": "FBbt_00045050"
      },
      "48": {
         "id": "VFB_00102275",
         "label": "CAN on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2275/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2275/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2275/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2275/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2275/VFB_00101567/volume_man.obj",
         "index": 48,
         "type_label": "cantle",
         "type_id": "FBbt_00045051"
      },
      "49": {
         "id": "VFB_00102276",
         "label": "PRW on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2276/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2276/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2276/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2276/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2276/VFB_00101567/volume_man.obj",
         "index": 49,
         "type_label": "prow",
         "type_id": "FBbt_00040051"
      },
      "50": {
         "id": "VFB_00102280",
         "label": "GNG on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2280/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2280/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2280/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2280/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2280/VFB_00101567/volume_man.obj",
         "index": 50,
         "type_label": "adult gnathal ganglion",
         "type_id": "FBbt_00014013"
      },
      "59": {
         "id": "VFB_00102281",
         "label": "GA on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2281/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2281/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2281/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2281/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2281/VFB_00101567/volume_man.obj",
         "index": 59,
         "type_label": "gall",
         "type_id": "FBbt_00040060"
      },
      "94": {
         "id": "VFB_00102282",
         "label": "NO on JRC2018Unisex adult brain",
         "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0010/2282/VFB_00101567/thumbnail.png",
         "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0010/2282/VFB_00101567/thumbnailT.png",
         "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0010/2282/VFB_00101567/volume.nrrd",
         "wlz": "https://www.virtualflybrain.org/data/VFB/i/0010/2282/VFB_00101567/volume.wlz",
         "obj": "https://www.virtualflybrain.org/data/VFB/i/0010/2282/VFB_00101567/volume_man.obj",
         "index": 94,
         "type_label": "nodulus",
         "type_id": "FBbt_00003680"
      }
   },
   "Licenses": {
      "0": {
         "iri": "http://virtualflybrain.org/reports/VFBlicense_CC_BY_NC_SA_4_0",
         "short_form": "VFBlicense_CC_BY_NC_SA_4_0",
         "label": "CC-BY-NC-SA_4.0",
         "icon": "http://mirrors.creativecommons.org/presskit/buttons/88x31/png/by-nc-sa.png",
         "source": "JRC 2018 templates & ROIs",
         "source_iri": "http://virtualflybrain.org/reports/JRC2018"
      }
   },
   "Publications": [],
   "Synonyms": []
}

Queries:

vfb.get_instances('FBbt_00003748', return_dataframe=False)

{
   "headers": {
      "id": {
         "title": "Add",
         "type": "selection_id",
         "order": -1
      },
      "label": {
         "title": "Name",
         "type": "markdown",
         "order": 0,
         "sort": {
            "0": "Asc"
         }
      },
      "parent": {
         "title": "Parent Type",
         "type": "markdown",
         "order": 1
      },
      "template": {
         "title": "Template",
         "type": "markdown",
         "order": 4
      },
      "tags": {
         "title": "Gross Types",
         "type": "tags",
         "order": 3
      },
      "source": {
         "title": "Data Source",
         "type": "markdown",
         "order": 5
      },
      "source_id": {
         "title": "Data Source",
         "type": "markdown",
         "order": 6
      },
      "dataset": {
         "title": "Dataset",
         "type": "markdown",
         "order": 7
      },
      "license": {
         "title": "License",
         "type": "markdown",
         "order": 8
      },
      "thumbnail": {
         "title": "Thumbnail",
         "type": "markdown",
         "order": 9
      }
   },
   "rows": [
      {
         "id": "VFB_00102107",
         "label": "[ME on JRC2018Unisex adult brain](VFB_00102107)",
         "tags": "Nervous_system|Adult|Visual_system|Synaptic_neuropil_domain",
         "parent": "[medulla](FBbt_00003748)",
         "source": "",
         "source_id": "",
         "template": "[JRC2018U](VFB_00101567)",
         "dataset": "[JRC 2018 templates & ROIs](JRC2018)",
         "license": "",
         "thumbnail": "[![ME on JRC2018Unisex adult brain aligned to JRC2018U](http://www.virtualflybrain.org/data/VFB/i/0010/2107/VFB_00101567/thumbnail.png 'ME on JRC2018Unisex adult brain aligned to JRC2018U')](VFB_00101567,VFB_00102107)"
      },
      {
         "id": "VFB_00101385",
         "label": "[ME%28R%29 on JRC_FlyEM_Hemibrain](VFB_00101385)",
         "tags": "Nervous_system|Adult|Visual_system|Synaptic_neuropil_domain",
         "parent": "[medulla](FBbt_00003748)",
         "source": "",
         "source_id": "",
         "template": "[JRCFIB2018Fum](VFB_00101384)",
         "dataset": "[JRC_FlyEM_Hemibrain painted domains](Xu2020roi)",
         "license": "",
         "thumbnail": "[![ME%28R%29 on JRC_FlyEM_Hemibrain aligned to JRCFIB2018Fum](http://www.virtualflybrain.org/data/VFB/i/0010/1385/VFB_00101384/thumbnail.png 'ME(R) on JRC_FlyEM_Hemibrain aligned to JRCFIB2018Fum')](VFB_00101384,VFB_00101385)"
      },
      {
         "id": "VFB_00030810",
         "label": "[medulla on adult brain template Ito2014](VFB_00030810)",
         "tags": "Nervous_system|Visual_system|Adult|Synaptic_neuropil_domain",
         "parent": "[medulla](FBbt_00003748)",
         "source": "",
         "source_id": "",
         "template": "[adult brain template Ito2014](VFB_00030786)",
         "dataset": "[BrainName neuropils and tracts - Ito half-brain](BrainName_Ito_half_brain)",
         "license": "",
         "thumbnail": "[![medulla on adult brain template Ito2014 aligned to adult brain template Ito2014](http://www.virtualflybrain.org/data/VFB/i/0003/0810/VFB_00030786/thumbnail.png 'medulla on adult brain template Ito2014 aligned to adult brain template Ito2014')](VFB_00030786,VFB_00030810)"
      },
      {
         "id": "VFB_00030624",
         "label": "[medulla on adult brain template JFRC2](VFB_00030624)",
         "tags": "Nervous_system|Visual_system|Adult|Synaptic_neuropil_domain",
         "parent": "[medulla](FBbt_00003748)",
         "source": "",
         "source_id": "",
         "template": "[JFRC2](VFB_00017894)",
         "dataset": "[BrainName neuropils on adult brain JFRC2 %28Jenett, Shinomya%29](JenettShinomya_BrainName)",
         "license": "",
         "thumbnail": "[![medulla on adult brain template JFRC2 aligned to JFRC2](http://www.virtualflybrain.org/data/VFB/i/0003/0624/VFB_00017894/thumbnail.png 'medulla on adult brain template JFRC2 aligned to JFRC2')](VFB_00017894,VFB_00030624)"
      }
   ],
   "count": 4
}

vfb.get_templates(return_dataframe=False)

{
   "headers": {
      "id": {
         "title": "Add",
         "type": "selection_id",
         "order": -1
      },
      "order": {
         "title": "Order",
         "type": "numeric",
         "order": 1,
         "sort": {
            "0": "Asc"
         }
      },
      "name": {
         "title": "Name",
         "type": "markdown",
         "order": 1,
         "sort": {
            "1": "Asc"
         }
      },
      "tags": {
         "title": "Tags",
         "type": "tags",
         "order": 2
      },
      "thumbnail": {
         "title": "Thumbnail",
         "type": "markdown",
         "order": 9
      },
      "dataset": {
         "title": "Dataset",
         "type": "metadata",
         "order": 3
      },
      "license": {
         "title": "License",
         "type": "metadata",
         "order": 4
      }
   },
   "rows": [
      {
         "id": "VFB_00101567",
         "order": 1,
         "name": "[JRC2018U](VFB_00101567)",
         "tags": "Nervous_system|Adult",
         "thumbnail": "[![JRC2018U](http://www.virtualflybrain.org/data/VFB/i/0010/1567/VFB_00101567/thumbnail.png 'JRC2018U')](VFB_00101567)",
         "dataset": "[JRC 2018 templates & ROIs](JRC2018)",
         "license": "[CC-BY-NC-SA](VFBlicense_CC_BY_NC_SA_4_0)"
      },
      {
         "id": "VFB_00200000",
         "order": 2,
         "name": "[JRCVNC2018U](VFB_00200000)",
         "tags": "Nervous_system|Adult|Ganglion",
         "thumbnail": "[![JRCVNC2018U](http://www.virtualflybrain.org/data/VFB/i/0020/0000/VFB_00200000/thumbnail.png 'JRCVNC2018U')](VFB_00200000)",
         "dataset": "[JRC 2018 templates & ROIs](JRC2018)",
         "license": "[CC-BY-NC-SA](VFBlicense_CC_BY_NC_SA_4_0)"
      },
      {
         "id": "VFB_00017894",
         "order": 3,
         "name": "[JFRC2](VFB_00017894)",
         "tags": "Nervous_system|Adult",
         "thumbnail": "[![JFRC2](http://www.virtualflybrain.org/data/VFB/i/0001/7894/VFB_00017894/thumbnail.png 'JFRC2')](VFB_00017894)",
         "dataset": "[FlyLight - GMR GAL4 collection %28Jenett2012%29](Jenett2012)",
         "license": "[CC-BY-NC-SA](VFBlicense_CC_BY_NC_SA_4_0)"
      },
      {
         "id": "VFB_00101384",
         "order": 4,
         "name": "[JRCFIB2018Fum](VFB_00101384)",
         "tags": "Nervous_system|Adult",
         "thumbnail": "[![JRCFIB2018Fum](http://www.virtualflybrain.org/data/VFB/i/0010/1384/VFB_00101384/thumbnail.png 'JRCFIB2018Fum')](VFB_00101384)",
         "dataset": "[JRC_FlyEM_Hemibrain painted domains](Xu2020roi)",
         "license": "[CC_BY](VFBlicense_CC_BY_4_0)"
      },
      {
         "id": "VFB_00050000",
         "order": 5,
         "name": "[L1 larval CNS ssTEM - Cardona/Janelia](VFB_00050000)",
         "tags": "Nervous_system|Larva",
         "thumbnail": "[![L1 larval CNS ssTEM - Cardona/Janelia](http://www.virtualflybrain.org/data/VFB/i/0005/0000/VFB_00050000/thumbnail.png 'L1 larval CNS ssTEM - Cardona/Janelia')](VFB_00050000)",
         "dataset": "[Neurons involved in larval fast escape response - EM %28Ohyama2016%29](Ohyama2015)",
         "license": "[CC_BY_SA](VFBlicense_CC_BY_SA_4_0)"
      },
      {
         "id": "VFB_00050000",
         "order": 5,
         "name": "[L1 larval CNS ssTEM - Cardona/Janelia](VFB_00050000)",
         "tags": "Nervous_system|Larva",
         "thumbnail": "[![L1 larval CNS ssTEM - Cardona/Janelia](http://www.virtualflybrain.org/data/VFB/i/0005/0000/VFB_00050000/thumbnail.png 'L1 larval CNS ssTEM - Cardona/Janelia')](VFB_00050000)",
         "dataset": "[larval hugin neurons - EM %28Schlegel2016%29](Schlegel2016)",
         "license": "[CC_BY](VFBlicense_CC_BY_4_0)"
      },
      {
         "id": "VFB_00049000",
         "order": 6,
         "name": "[L3 CNS template - Wood2018](VFB_00049000)",
         "tags": "Nervous_system|Larva",
         "thumbnail": "[![L3 CNS template - Wood2018](http://www.virtualflybrain.org/data/VFB/i/0004/9000/VFB_00049000/thumbnail.png 'L3 CNS template - Wood2018')](VFB_00049000)",
         "dataset": "[L3 Larval CNS Template %28Truman2016%29](Truman2016)",
         "license": "[CC_BY_SA](VFBlicense_CC_BY_SA_4_0)"
      },
      {
         "id": "VFB_00100000",
         "order": 7,
         "name": "[COURT2018VNS](VFB_00100000)",
         "tags": "Nervous_system|Adult|Ganglion",
         "thumbnail": "[![COURT2018VNS](http://www.virtualflybrain.org/data/VFB/i/0010/0000/VFB_00100000/thumbnail.png 'COURT2018VNS')](VFB_00100000)",
         "dataset": "[Adult VNS neuropils %28Court2017%29](Court2017)",
         "license": "[CC_BY_SA](VFBlicense_CC_BY_SA_4_0)"
      },
      {
         "id": "VFB_00030786",
         "order": 8,
         "name": "[adult brain template Ito2014](VFB_00030786)",
         "tags": "Nervous_system|Adult",
         "thumbnail": "[![adult brain template Ito2014](http://www.virtualflybrain.org/data/VFB/i/0003/0786/VFB_00030786/thumbnail.png 'adult brain template Ito2014')](VFB_00030786)",
         "dataset": "[BrainName neuropils and tracts - Ito half-brain](BrainName_Ito_half_brain)",
         "license": "[CC_BY_SA](VFBlicense_CC_BY_SA_4_0)"
      },
      {
         "id": "VFB_00110000",
         "order": 9,
         "name": "[Adult Head %28McKellar2020%29](VFB_00110000)",
         "tags": "Adult|Anatomy",
         "thumbnail": "[![Adult Head (McKellar2020)](http://www.virtualflybrain.org/data/VFB/i/0011/0000/VFB_00110000/thumbnail.png 'Adult Head (McKellar2020)')](VFB_00110000)",
         "dataset": "[GAL4 lines from McKellar et al., 2020](McKellar2020)",
         "license": "[CC_BY_SA](VFBlicense_CC_BY_SA_4_0)"
      },
      {
         "id": "VFB_00120000",
         "order": 10,
         "name": "[Adult T1 Leg %28Kuan2020%29](VFB_00120000)",
         "tags": "Adult|Anatomy",
         "thumbnail": "[![Adult T1 Leg (Kuan2020)](http://www.virtualflybrain.org/data/VFB/i/0012/0000/VFB_00120000/thumbnail.png 'Adult T1 Leg (Kuan2020)')](VFB_00120000)",
         "dataset": "[Millimeter-scale imaging of a Drosophila leg at single-neuron resolution](Kuan2020)",
         "license": "[CC_BY](VFBlicense_CC_BY_4_0)"
      }
   ],
   "count": 10
}

Project details

Verified details

These details have been verified by PyPI
Owner

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: GNU General Public License v3 (GPLv3) (GPL-3.0 License)
  • Author: VirtualFlyBrain
  • Requires: Python >=3.7
Classifiers

Release history Release notifications | RSS feed

1.9.0

1.8.2

1.8.1

1.8.0

1.7.4

1.7.3

1.7.2

1.7.1

1.7.0

1.6.13

1.6.12

1.6.11

1.6.10

1.6.9

1.6.8

1.6.7

1.6.6

1.6.5

1.6.4

1.6.3

1.6.2

1.6.1

0.6.0

0.5.9

0.5.8

0.5.7

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.1

0.4.0

0.3.4

0.3.3

This version

0.3.2

0.2.12

0.2.11

0.2.10

0.2.9

0.2.8

0.2.7

0.2.6

0.2.5

0.2.4

0.2.3

0.2.2

0.2.0

0.1.6a0 pre-release

0.1.5a0 pre-release

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

vfbquery-0.3.2.tar.gz (56.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

vfbquery-0.3.2-py3-none-any.whl (44.8 kB view details)

Uploaded Python 3

File details

Details for the file vfbquery-0.3.2.tar.gz.

File metadata

  • Download URL: vfbquery-0.3.2.tar.gz
  • Upload date:
  • Size: 56.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for vfbquery-0.3.2.tar.gz
Algorithm Hash digest
SHA256 d71cf225b170086488a2411b969d0715970d86d40558153587b76b27599626de
MD5 ad7cc2aaba1748cd91351fd10fe6ddb6
BLAKE2b-256 14a7e4bc86d5b341dd229aea22daf4faf114c27c7d50eaac98110c97099991ac

See more details on using hashes here.

File details

Details for the file vfbquery-0.3.2-py3-none-any.whl.

File metadata

  • Download URL: vfbquery-0.3.2-py3-none-any.whl
  • Upload date:
  • Size: 44.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for vfbquery-0.3.2-py3-none-any.whl
Algorithm Hash digest
SHA256 9c05e93e8437bfc3a8aa674d6289d7a7b287ed882cbb68aa1d7689438a14d23d
MD5 66c25ab2dfc6ae472c7b4ae1016650d8
BLAKE2b-256 9ebbb41d2a70abc2935a1cc12c918334855e03a79d39b7b5aeae7ece60636ef7

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page