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Wrapper for querying VirtualFlyBrain knowledge graph.

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": "Nern et al. (2025) - doi:10.1038/s41586-025-08746-0 say distal is M1-5 and M6-7 is central medulla.",
      "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(R) on JRC_FlyEM_Hemibrain](VFB_00101385)",
                  "tags": "Nervous_system|Adult|Visual_system|Synaptic_neuropil_domain",
                  "thumbnail": "[![ME(R) 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,
   "IsClass": True,
   "Examples": {
      "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"
         }
      ],
      "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_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/VFB_00030786/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/VFB_00030786/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0003/0810/VFB_00030786/volume_man.obj"
         }
      ]
   },
   "IsTemplate": False,
   "Synonyms": [
      {
         "label": "ME",
         "scope": "has_exact_synonym",
         "type": "",
         "publication": "[Ito et al., 2014](FBrf0224194)"
      },
      {
         "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)"
      },
      {
         "label": "m",
         "scope": "has_related_synonym",
         "type": "",
         "publication": ""
      }
   ]
}

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",
      "lineage_CM3"
   ],
   "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|lineage_CM3",
                  "thumbnail": "[![fru-M-000204 aligned to JFRC2](http://www.virtualflybrain.org/data/VFB/i/0000/0333/VFB_00017894/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|lineage_CM3",
                  "thumbnail": "[![fru-M-000204 aligned to JRC2018U](http://www.virtualflybrain.org/data/VFB/i/0000/0333/VFB_00101567/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|lineage_CM3",
                  "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_00002439",
                  "score": "0.6",
                  "name": "[fru-M-900020](VFB_00002439)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult|lineage_CM3",
                  "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_00000845",
                  "score": "0.59",
                  "name": "[fru-M-100191](VFB_00000845)",
                  "tags": "Expression_pattern_fragment|Neuron|Adult|lineage_CM3",
                  "thumbnail": "[![fru-M-100191 aligned to JRC2018U](http://www.virtualflybrain.org/data/VFB/i/0000/0845/VFB_00101567/thumbnail.png 'fru-M-100191 aligned to JRC2018U')](VFB_00101567,VFB_00000845)"
               }
            ]
         },
         "output_format": "table",
         "count": 60
      }
   ],
   "IsIndividual": True,
   "Images": {
      "VFB_00017894": [
         {
            "id": "VFB_00000001",
            "label": "fru-M-200266",
            "thumbnail": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00017894/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://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/thumbnail.png",
            "thumbnail_transparent": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/thumbnailT.png",
            "nrrd": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/volume.nrrd",
            "wlz": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/volume.wlz",
            "obj": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/volume.obj",
            "swc": "https://www.virtualflybrain.org/data/VFB/i/0000/0001/VFB_00101567/volume.swc"
         }
      ]
   },
   "IsClass": False,
   "IsTemplate": False,
   "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"
      }
   }
}

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": {
      "VFB_00101567": [
         {
            "id": "VFB_00101567",
            "label": "JRC2018Unisex",
            "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",
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         "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(R) 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(R) 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 (Jenett, Shinomya)](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 (Jenett2012)](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 (Ohyama2016)](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 (Schlegel2016)](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 (Truman2016)](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 (Court2017)](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 (McKellar2020)](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 (Kuan2020)](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


Download files

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Publisher: publish_to_pypi.yaml on VirtualFlyBrain/VFBquery

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  • Download URL: vfbquery-0.4.1-py3-none-any.whl
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  • Size: 70.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.1 CPython/3.12.7

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The following attestation bundles were made for vfbquery-0.4.1-py3-none-any.whl:

Publisher: publish_to_pypi.yaml on VirtualFlyBrain/VFBquery

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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