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Code for DBpedia Ontology as a radial dendogram.
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code-dbpedia-radial-dendogram.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Code for DBpedia Ontology as a radial dendogram\n",
"\n",
"This code generates the JSON file necessary for the visualisation.\n",
"\n",
"Diagram URL: https://observablehq.com/@mommi84/dbpedia-ontology-viz"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"158 {'ReligiousBuilding': {'Monastery', 'Temple', 'Abbey', 'Mosque', 'Church', 'Synagogue', 'Shrine'}, 'SocietalEvent': {'FilmFestival', 'Attack', 'Election', 'MilitaryConflict', 'MusicFestival', 'Meeting', 'AcademicConference', 'SportsEvent', 'Rebellion', 'Convention', 'SpaceMission'}, 'PeriodicalLiterature': {'UndergroundJournal', 'AcademicJournal', 'Newspaper', 'Magazine'}, 'TopicalConcept': {'SystemOfLaw', 'Tax', 'Ideology', 'Type', 'ScientificConcept', 'AcademicSubject', 'Standard', 'TheologicalConcept', 'Taxon', 'Fashion', 'Genre', 'MathematicalConcept', 'CardinalDirection', 'PoliticalConcept', 'PhilosophicalConcept'}, 'owl:Thing': {'Media', 'UnitOfWork', 'Name', 'Currency', 'Area', 'PersonFunction', 'SportCompetitionResult', 'MeanOfTransportation', 'GrossDomesticProduct', 'Agent', 'List', 'Unknown', 'Language', 'Polyhedron', 'Relationship', 'GeneLocation', 'TimePeriod', 'ElectionDiagram', 'Demographics', 'Depth', 'Flag', 'Food', 'Disease', 'AnatomicalStructure', 'Holiday', 'ChartsPlacements', 'Medicine', 'Place', 'RouteStop', 'Work', 'Biomolecule', 'Device', 'Award', 'Diploma', 'PenaltyShootOut', 'PublicService', 'SportsSeason', 'ChemicalSubstance', 'Event', 'Species', 'Blazon', 'Statistic', 'GrossDomesticProductPerCapita', 'Altitude', 'TopicalConcept', 'Activity', 'HumanDevelopmentIndex', 'Population', 'EthnicGroup', 'Colour'}, 'Artist': {'FashionDesigner', 'Photographer', 'Comedian', 'Sculptor', 'Dancer', 'Painter', 'ComicsCreator', 'Humorist', 'Actor', 'MusicalArtist'}, 'Region': {'AdministrativeRegion', 'HistoricalRegion', 'NaturalRegion'}, 'Actor': {'AdultActor', 'VoiceActor'}, 'PopulatedPlace': {'Street', 'Territory', 'Agglomeration', 'Settlement', 'Continent', 'GatedCommunity', 'Locality', 'Region', 'Country', 'Island', 'Community', 'State', 'Intercommunality'}, 'MeanOfTransportation': {'Tram', 'Aircraft', 'Rocket', 'Spacecraft', 'MilitaryVehicle', 'TrainCarriage', 'Locomotive', 'On-SiteTransportation', 'Train', 'Motorcycle', 'SpaceStation', 'SpaceShuttle', 'Ship', 'Automobile'}, 'Company': {'Winery', 'Bank', 'LawFirm', 'RecordLabel', 'Brewery', 'Caterer', 'Airline', 'Publisher', 'BusCompany'}, 'Infrastructure': {'RouteOfTransportation', 'Lock', 'Airport', 'PowerStation', 'LaunchPad', 'RestArea', 'Port', 'Station', 'Dam', 'Dike'}, 'MusicalWork': {'Opera', 'Musical', 'ArtistDiscography', 'Single', 'Song', 'ClassicalMusicComposition', 'NationalAnthem', 'Album'}, 'Boxer': {'AmateurBoxer'}, 'Person': {'Aristocrat', 'FictionalCharacter', 'Producer', 'Economist', 'Engineer', 'Judge', 'TelevisionDirector', 'BusinessPerson', 'Orphan', 'PlayboyPlaymate', 'RomanEmperor', 'OrganisationMember', 'Religious', 'Farmer', 'Cleric', 'Chef', 'TelevisionPersonality', 'Referee', 'Model', 'Politician', 'Architect', 'Psychologist', 'Philosopher', 'Archeologist', 'BeautyQueen', 'Artist', 'Celebrity', 'Presenter', 'SportsManager', 'HorseTrainer', 'Monarch', 'MovieDirector', 'Coach', 'OfficeHolder', 'MemberResistanceMovement', 'Athlete', 'PoliticianSpouse', 'Scientist', 'TheatreDirector', 'Linguist', 'MilitaryPerson', 'Writer', 'Journalist', 'Noble', 'Ambassador', 'Astronaut', 'Criminal', 'Lawyer', 'Royalty', 'Egyptologist'}, 'Coach': {'VolleyballCoach', 'AmericanFootballCoach', 'CollegeCoach'}, 'SportsLeague': {'CricketLeague', 'AutoRacingLeague', 'BaseballLeague', 'FormulaOneRacing', 'MixedMartialArtsLeague', 'AustralianFootballLeague', 'RugbyLeague', 'SpeedwayLeague', 'PaintballLeague', 'LacrosseLeague', 'CurlingLeague', 'AmericanFootballLeague', 'MotorcycleRacingLeague', 'SoccerLeague', 'CyclingLeague', 'PoloLeague', 'CanadianFootballLeague', 'BowlingLeague', 'RadioControlledRacingLeague', 'TennisLeague', 'HandballLeague', 'FieldHockeyLeague', 'GolfLeague', 'BoxingLeague', 'IceHockeyLeague', 'VolleyballLeague', 'InlineHockeyLeague', 'SoftballLeague', 'VideogamesLeague', 'BasketballLeague'}, 'GridironFootballPlayer': {'AmericanFootballPlayer', 'CanadianFootballPlayer'}, 'SportsTeam': {'SoccerClub', 'BasketballTeam', 'CricketTeam', 'AmericanFootballTeam', 'FormulaOneTeam', 'AustralianFootballTeam', 'CanadianFootballTeam', 'CyclingTeam', 'SpeedwayTeam', 'HandballTeam', 'BaseballTeam', 'HockeyTeam', 'RugbyClub'}, 'Animal': {'Reptile', 'Mollusca', 'Amphibian', 'Mammal', 'Insect', 'Bird', 'Arachnid', 'Crustacean', 'Fish'}, 'ArchitecturalStructure': {'SportFacility', 'MilitaryStructure', 'Tunnel', 'Tower', 'Infrastructure', 'Venue', 'Gate', 'Zoo', 'Square', 'Pyramid', 'Mill', 'Arena', 'AmusementParkAttraction', 'Building'}, 'Eukaryote': {'Plant', 'Fungus', 'Animal'}, 'ComicsCharacter': {'AnimangaCharacter'}, 'Cartoon': {'Anime', 'HollywoodCartoon'}, 'WrittenWork': {'Drama', 'StatedResolution', 'PeriodicalLiterature', 'Resume', 'Letter', 'Law', 'Quote', 'Book', 'Article', 'Poem', 'MultiVolumePublication', 'Play', 'Annotation', 'Treaty', 'Comic'}, 'Species': {'Eukaryote', 'Bacteria', 'Archaea'}, 'Athlete': {'BaseballPlayer', 'NetballPlayer', 'Canoeist', 'Rower', 'NationalCollegiateAthleticAssociationAthlete', 'ChessPlayer', 'VolleyballPlayer', 'WaterPoloPlayer', 'HighDiver', 'AustralianRulesFootballPlayer', 'RugbyPlayer', 'Swimmer', 'DartsPlayer', 'GolfPlayer', 'Fencer', 'BasketballPlayer', 'MartialArtist', 'SoccerPlayer', 'SquashPlayer', 'TennisPlayer', 'LacrossePlayer', 'Wrestler', 'BullFighter', 'BadmintonPlayer', 'GridironFootballPlayer', 'Cyclist', 'SnookerPlayer', 'Cricketer', 'PokerPlayer', 'WinterSportPlayer', 'Boxer', 'Bodybuilder', 'Gymnast', 'GaelicGamesPlayer', 'MotorsportRacer', 'AthleticsPlayer', 'ArcherPlayer', 'HorseRider', 'HandballPlayer', 'Jockey', 'TableTennisPlayer', 'Surfer', 'TeamMember'}, 'NaturalPlace': {'Archipelago', 'BodyOfWater', 'Mountain', 'MountainPass', 'MountainRange', 'Valley', 'Cape', 'Glacier', 'Crater', 'Volcano', 'Beach', 'Desert', 'Forest', 'HotSpring', 'Cave'}, 'Place': {'CountrySeat', 'PopulatedPlace', 'Cemetery', 'SiteOfSpecialScientificInterest', 'WorldHeritageSite', 'Garden', 'WineRegion', 'NaturalPlace', 'HistoricPlace', 'Mine', 'ProtectedArea', 'Monument', 'ConcentrationCamp', 'ArchitecturalStructure', 'CelestialBody', 'Park'}, 'CollectionOfValuables': {'Archive'}, 'GovernmentalAdministrativeRegion': {'Regency', 'Canton', 'MicroRegion', 'Arrondissement', 'Prefecture', 'District', 'DistrictWaterBoard', 'Province', 'Municipality', 'Department', 'SubMunicipality'}, 'AnatomicalStructure': {'Muscle', 'Bone', 'Nerve', 'Vein', 'Ligament', 'Brain', 'Artery', 'Embryology', 'BloodVessel', 'Lymph'}, 'Satellite': {'ArtificialSatellite'}, 'Genre': {'LiteraryGenre', 'MovieGenre', 'ArtisticGenre', 'MusicGenre'}, 'Work': {'Document', 'Cartoon', 'Database', 'CollectionOfValuables', 'LineOfFashion', 'Software', 'TelevisionSeason', 'TelevisionShow', 'Website', 'RadioProgram', 'MusicalWork', 'TelevisionEpisode', 'Film', 'WrittenWork', 'Artwork'}, 'CelestialBody': {'Star', 'Planet', 'Satellite', 'Asteroid', 'Swarm', 'Galaxy', 'Constellation'}, 'Sport': {'HorseRiding', 'Boxing', 'TeamSport', 'Athletics'}, 'Island': {'Atoll'}, 'Engine': {'RocketEngine', 'AutomobileEngine'}, 'MusicalArtist': {'BackScene', 'Singer', 'ClassicalMusicArtist', 'Instrumentalist', 'MusicDirector'}, 'Group': {'Band', 'ComedyGroup'}, 'BritishRoyalty': {'Baronet'}, 'SportsTeamSeason': {'SoccerClubSeason', 'BaseballSeason', 'SoccerLeagueSeason', 'FootballLeagueSeason', 'NCAATeamSeason'}, 'BodyOfWater': {'Stream', 'Sea', 'Ocean', 'Bay', 'Lake'}, 'VolleyballPlayer': {'BeachVolleyballPlayer'}, 'Beverage': {'Vodka', 'Beer', 'Wine'}, 'Food': {'Beverage', 'Cheese'}, 'WinterSportPlayer': {'IceHockeyPlayer', 'Biathlete', 'FigureSkater', 'Curler', 'SpeedSkater', 'NordicCombined', 'Skier', 'BobsleighAthlete', 'Skater', 'Ski_jumper', 'CrossCountrySkier'}, 'Database': {'BiologicalDatabase'}, 'Scientist': {'Medician', 'Professor', 'Biologist', 'Entomologist'}, 'PersonalEvent': {'Death', 'Marriage', 'Divorce', 'Birth'}, 'Game': {'BoardGame', 'CardGame'}, 'Boxing': {'BoxingCategory', 'BoxingStyle'}, 'RouteOfTransportation': {'WaterwayTunnel', 'Bridge', 'Road', 'RailwayLine', 'RailwayTunnel', 'RoadJunction', 'RoadTunnel'}, 'Royalty': {'BritishRoyalty'}, 'Broadcaster': {'BroadcastNetwork', 'TelevisionStation', 'RadioStation'}, 'Organisation': {'EducationalInstitution', 'Broadcaster', 'GeopoliticalOrganisation', 'PublicTransitSystem', 'SambaSchool', 'SportsLeague', 'MilitaryUnit', 'GovernmentAgency', 'Group', 'EmployersOrganisation', 'TradeUnion', 'TermOfOffice', 'SportsTeam', 'Parliament', 'Company', 'InternationalOrganisation', 'ReligiousOrganisation', 'Non-ProfitOrganisation', 'SportsClub', 'PoliticalParty', 'Legislature'}, 'Star': {'BrownDwarf'}, 'Device': {'Engine', 'MobilePhone', 'Weapon', 'Instrument', 'Camera', 'InformationAppliance'}, 'Stream': {'River', 'Canal', 'Creek'}, 'City': {'Capital', 'CapitalOfRegion'}, 'Cleric': {'Cardinal', 'ChristianPatriarch', 'Pope', 'ChristianBishop', 'Saint', 'Vicar', 'Priest'}, 'TimePeriod': {'CareerStation', 'HistoricalPeriod', 'ProtohistoricalPeriod', 'PrehistoricalPeriod', 'Year', 'YearInSpaceflight', 'PeriodOfArtisticStyle', 'GeologicalPeriod'}, 'UnitOfWork': {'Project', 'Case'}, 'Building': {'Library', 'Hotel', 'Skyscraper', 'HistoricBuilding', 'ShoppingMall', 'ReligiousBuilding', 'Casino', 'Hospital', 'Restaurant', 'Factory', 'Museum', 'Prison', 'Castle'}, 'Mammal': {'Horse', 'Cat', 'Dog'}, 'Politician': {'Governor', 'Senator', 'Deputy', 'Mayor', 'VicePrimeMinister', 'MemberOfParliament', 'PrimeMinister', 'VicePresident', 'President', 'Chancellor', 'Congressman', 'Lieutenant'}, 'ChemicalSubstance': {'Drug', 'ChemicalCompound', 'Mineral', 'ChemicalElement'}, 'TheologicalConcept': {'ChristianDoctrine'}, 'Settlement': {'City', 'HistoricalSettlement', 'Village', 'CityDistrict', 'Town'}, 'AdministrativeRegion': {'ClericalAdministrativeRegion', 'HistoricalAreaOfAuthority', 'GovernmentalAdministrativeRegion'}, 'ReligiousOrganisation': {'ClericalOrder'}, 'Plant': {'Ginkgo', 'Fern', 'ClubMoss', 'GreenAlga', 'Cycad', 'Conifer', 'FloweringPlant', 'CultivatedVariety', 'Gnetophytes', 'Moss'}, 'Mine': {'CoalPit'}, 'EducationalInstitution': {'School', 'College', 'Library', 'University'}, 'Comic': {'ComicStrip', 'Manga', 'Manhwa', 'Manhua'}, 'FictionalCharacter': {'MythologicalFigure', 'SoapCharacter', 'ComicsCharacter', 'NarutoCharacter', 'DisneyCharacter'}, 'Event': {'NaturalEvent', 'SocietalEvent', 'Competition', 'LifeCycleEvent'}, 'Competition': {'Contest'}, 'Wine': {'ControlledDesignationOfOriginWine'}, 'On-SiteTransportation': {'MovingWalkway', 'Escalator', 'ConveyorSystem'}, 'SportFacility': {'GolfCourse', 'SkiArea', 'Stadium', 'RaceTrack', 'CricketGround'}, 'SportsEvent': {'InternationalFootballLeagueEvent', 'NationalFootballLeagueEvent', 'FootballMatch', 'GrandPrix', 'CyclingCompetition', 'Race', 'Tournament', 'Olympics', 'WrestlingEvent', 'MixedMartialArtsEvent'}, 'Race': {'CyclingRace', 'MotorRace', 'HorseRace'}, 'RacingDriver': {'DTMRacer', 'FormulaOneRacer', 'NascarDriver', 'RallyDriver'}, 'ClericalAdministrativeRegion': {'Diocese', 'Parish', 'Deanery'}, 'Award': {'NobelPrize', 'Decoration'}, 'Agent': {'Deity', 'Organisation', 'Person', 'Family', 'Employer'}, 'Camera': {'DigitalCamera'}, 'Type': {'GovernmentType', 'DocumentType'}, 'NaturalEvent': {'Earthquake', 'StormSurge', 'SolarEclipse'}, 'Station': {'MetroStation', 'FillingStation', 'TramStation', 'RailwayStation', 'ElectricalSubstation'}, 'Biomolecule': {'Polysaccharide', 'Enzyme', 'Gene', 'Lipid', 'Protein', 'Hormone'}, 'Song': {'EurovisionSongContestEntry'}, 'HistoricalAreaOfAuthority': {'Fiefdom'}, 'Document': {'Image', 'File', 'Sound'}, 'Municipality': {'FormerMunicipality'}, 'MilitaryStructure': {'Fort'}, 'Activity': {'Game', 'Sport', 'Sales'}, 'Name': {'Surname', 'GivenName'}, 'Swarm': {'Globularswarm', 'Openswarm'}, 'Tournament': {'WomensTennisAssociationTournament', 'TennisTournament', 'SoccerTournament', 'GolfTournament'}, 'GovernmentAgency': {'GovernmentCabinet'}, 'FloweringPlant': {'Grape'}, 'Monument': {'Memorial', 'GraveMonument'}, 'Instrument': {'Organ', 'Guitar'}, 'Instrumentalist': {'Guitarist'}, 'Writer': {'MusicComposer', 'Historian', 'Poet', 'PlayWright', 'ScreenWriter', 'SongWriter'}, 'Country': {'HistoricalCountry'}, 'District': {'HistoricalDistrict'}, 'Province': {'HistoricalProvince'}, 'SportsClub': {'HockeyClub'}, 'TelevisionPersonality': {'Host'}, 'Gene': {'MouseGene', 'HumanGene'}, 'GeneLocation': {'HumanGeneLocation', 'MouseGeneLocation'}, 'Case': {'LegalCase'}, 'Novel': {'LightNovel'}, 'Tower': {'WaterTower', 'Lighthouse'}, 'Crater': {'LunarCrater'}, 'Aircraft': {'MilitaryAircraft'}, 'MotorcycleRider': {'SpeedwayRider', 'MotocycleRacer'}, 'MotorsportRacer': {'MotorcycleRider', 'RacingDriver'}, 'SportsSeason': {'MotorsportSeason', 'SportsTeamSeason'}, 'Image': {'MovingImage', 'StillImage'}, 'Criminal': {'Murderer'}, 'FootballLeagueSeason': {'NationalFootballLeagueSeason'}, 'SoccerClub': {'NationalSoccerClub'}, 'Family': {'NobleFamily'}, 'Book': {'Novel'}, 'PowerStation': {'NuclearPowerStation'}, 'Territory': {'OldTerritory'}, 'Olympics': {'OlympicEvent'}, 'SportCompetitionResult': {'OlympicResult', 'SnookerWorldRanking'}, 'Department': {'OverseasDepartment'}, 'Artwork': {'Painting', 'Sculpture'}, 'LifeCycleEvent': {'PersonalEvent'}, 'PersonFunction': {'PoliticalFunction', 'Profession'}, 'Language': {'ProgrammingLanguage'}, 'Horse': {'RaceHorse'}, 'RaceTrack': {'Racecourse'}, 'Presenter': {'TelevisionHost', 'RadioHost'}, 'Relationship': {'Ratio'}, 'Non-ProfitOrganisation': {'RecordOffice'}, 'Annotation': {'Reference'}, 'Project': {'ResearchProject'}, 'AmusementParkAttraction': {'WaterRide', 'RollerCoaster'}, 'Murderer': {'SerialKiller'}, 'SkiArea': {'SkiResort'}, 'SnookerPlayer': {'SnookerChamp'}, 'TeamSport': {'Soccer'}, 'SportsManager': {'SoccerManager'}, 'OrganisationMember': {'SportsTeamMember'}, 'Wrestler': {'SumoWrestler'}, 'LegalCase': {'SupremeCourtOfTheUnitedStatesCase'}, 'Venue': {'Theatre'}, 'List': {'TrackList'}, 'Mill': {'Watermill', 'Treadmill', 'WindMotor', 'Windmill'}, 'Software': {'VideoGame'}}\n"
]
}
],
"source": [
"from pysparql3 import PySparql\n",
"\n",
"py = PySparql('http://dbpedia.org/sparql')\n",
"\n",
"BASE_LEN = len('http://dbpedia.org/ontology/')\n",
"\n",
"def fetch_relations():\n",
" q = \"select * { ?a rdfs:subClassOf ?b . filter(regex(?a, \\\"http://dbpedia.org/ontology/\\\")) \" \\\n",
" \"filter(regex(?b, \\\"http://dbpedia.org/ontology/\\\") || ?b = <http://www.w3.org/2002/07/owl#Thing>) }\" \\\n",
" \"order by ?a ?b\"\n",
" hier = {}\n",
" for res in py.query(q):\n",
" a = res['a']['value'][BASE_LEN:]\n",
" b = res['b']['value'][BASE_LEN:]\n",
" b = 'owl:Thing' if 'l#Thing' == b else b\n",
" if b not in hier:\n",
" hier[b] = set()\n",
" hier[b].add(a)\n",
" return hier\n",
"\n",
"\n",
"hier = fetch_relations()\n",
"print(len(hier), hier)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [],
"source": [
"def process(name, node):\n",
" node['name'] = name\n",
" if name not in hier:\n",
" node['value'] = 1\n",
" else:\n",
" node['children'] = []\n",
" for child_name in hier[name]:\n",
" child_node = {}\n",
" node['children'].append(child_node)\n",
" process(child_name, child_node)\n",
"\n",
"struc = {}\n",
"process('owl:Thing', struc)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import json\n",
"with open('dbpedia-2016-10.json', 'w') as f:\n",
" json.dump(struc, f)"
]
}
],
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python [python3]",
"language": "python",
"name": "Python [python3]"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
Raw
dbpedia-2016-10.json
{
"name": "owl:Thing",
"children": [
{
"name": "Media",
"value": 1
},
{
"name": "UnitOfWork",
"children": [
{
"name": "Project",
"children": [
{
"name": "ResearchProject",
"value": 1
}
]
},
{
"name": "Case",
"children": [
{
"name": "LegalCase",
"children": [
{
"name": "SupremeCourtOfTheUnitedStatesCase",
"value": 1
}
]
}
]
}
]
},
{
"name": "Name",
"children": [
{
"name": "Surname",
"value": 1
},
{
"name": "GivenName",
"value": 1
}
]
},
{
"name": "Currency",
"value": 1
},
{
"name": "Area",
"value": 1
},
{
"name": "PersonFunction",
"children": [
{
"name": "PoliticalFunction",
"value": 1
},
{
"name": "Profession",
"value": 1
}
]
},
{
"name": "SportCompetitionResult",
"children": [
{
"name": "OlympicResult",
"value": 1
},
{
"name": "SnookerWorldRanking",
"value": 1
}
]
},
{
"name": "MeanOfTransportation",
"children": [
{
"name": "Tram",
"value": 1
},
{
"name": "Aircraft",
"children": [
{
"name": "MilitaryAircraft",
"value": 1
}
]
},
{
"name": "Rocket",
"value": 1
},
{
"name": "Spacecraft",
"value": 1
},
{
"name": "MilitaryVehicle",
"value": 1
},
{
"name": "TrainCarriage",
"value": 1
},
{
"name": "Locomotive",
"value": 1
},
{
"name": "On-SiteTransportation",
"children": [
{
"name": "MovingWalkway",
"value": 1
},
{
"name": "Escalator",
"value": 1
},
{
"name": "ConveyorSystem",
"value": 1
}
]
},
{
"name": "Train",
"value": 1
},
{
"name": "Motorcycle",
"value": 1
},
{
"name": "SpaceStation",
"value": 1
},
{
"name": "SpaceShuttle",
"value": 1
},
{
"name": "Ship",
"value": 1
},
{
"name": "Automobile",
"value": 1
}
]
},
{
"name": "GrossDomesticProduct",
"value": 1
},
{
"name": "Agent",
"children": [
{
"name": "Deity",
"value": 1
},
{
"name": "Organisation",
"children": [
{
"name": "EducationalInstitution",
"children": [
{
"name": "School",
"value": 1
},
{
"name": "College",
"value": 1
},
{
"name": "Library",
"value": 1
},
{
"name": "University",
"value": 1
}
]
},
{
"name": "Broadcaster",
"children": [
{
"name": "BroadcastNetwork",
"value": 1
},
{
"name": "TelevisionStation",
"value": 1
},
{
"name": "RadioStation",
"value": 1
}
]
},
{
"name": "GeopoliticalOrganisation",
"value": 1
},
{
"name": "PublicTransitSystem",
"value": 1
},
{
"name": "SambaSchool",
"value": 1
},
{
"name": "SportsLeague",
"children": [
{
"name": "CricketLeague",
"value": 1
},
{
"name": "AutoRacingLeague",
"value": 1
},
{
"name": "BaseballLeague",
"value": 1
},
{
"name": "FormulaOneRacing",
"value": 1
},
{
"name": "MixedMartialArtsLeague",
"value": 1
},
{
"name": "AustralianFootballLeague",
"value": 1
},
{
"name": "RugbyLeague",
"value": 1
},
{
"name": "SpeedwayLeague",
"value": 1
},
{
"name": "PaintballLeague",
"value": 1
},
{
"name": "LacrosseLeague",
"value": 1
},
{
"name": "CurlingLeague",
"value": 1
},
{
"name": "AmericanFootballLeague",
"value": 1
},
{
"name": "MotorcycleRacingLeague",
"value": 1
},
{
"name": "SoccerLeague",
"value": 1
},
{
"name": "CyclingLeague",
"value": 1
},
{
"name": "PoloLeague",
"value": 1
},
{
"name": "CanadianFootballLeague",
"value": 1
},
{
"name": "BowlingLeague",
"value": 1
},
{
"name": "RadioControlledRacingLeague",
"value": 1
},
{
"name": "TennisLeague",
"value": 1
},
{
"name": "HandballLeague",
"value": 1
},
{
"name": "FieldHockeyLeague",
"value": 1
},
{
"name": "GolfLeague",
"value": 1
},
{
"name": "BoxingLeague",
"value": 1
},
{
"name": "IceHockeyLeague",
"value": 1
},
{
"name": "VolleyballLeague",
"value": 1
},
{
"name": "InlineHockeyLeague",
"value": 1
},
{
"name": "SoftballLeague",
"value": 1
},
{
"name": "VideogamesLeague",
"value": 1
},
{
"name": "BasketballLeague",
"value": 1
}
]
},
{
"name": "MilitaryUnit",
"value": 1
},
{
"name": "GovernmentAgency",
"children": [
{
"name": "GovernmentCabinet",
"value": 1
}
]
},
{
"name": "Group",
"children": [
{
"name": "Band",
"value": 1
},
{
"name": "ComedyGroup",
"value": 1
}
]
},
{
"name": "EmployersOrganisation",
"value": 1
},
{
"name": "TradeUnion",
"value": 1
},
{
"name": "TermOfOffice",
"value": 1
},
{
"name": "SportsTeam",
"children": [
{
"name": "SoccerClub",
"children": [
{
"name": "NationalSoccerClub",
"value": 1
}
]
},
{
"name": "BasketballTeam",
"value": 1
},
{
"name": "CricketTeam",
"value": 1
},
{
"name": "AmericanFootballTeam",
"value": 1
},
{
"name": "FormulaOneTeam",
"value": 1
},
{
"name": "AustralianFootballTeam",
"value": 1
},
{
"name": "CanadianFootballTeam",
"value": 1
},
{
"name": "CyclingTeam",
"value": 1
},
{
"name": "SpeedwayTeam",
"value": 1
},
{
"name": "HandballTeam",
"value": 1
},
{
"name": "BaseballTeam",
"value": 1
},
{
"name": "HockeyTeam",
"value": 1
},
{
"name": "RugbyClub",
"value": 1
}
]
},
{
"name": "Parliament",
"value": 1
},
{
"name": "Company",
"children": [
{
"name": "Winery",
"value": 1
},
{
"name": "Bank",
"value": 1
},
{
"name": "LawFirm",
"value": 1
},
{
"name": "RecordLabel",
"value": 1
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{
"name": "Port",
"value": 1
},
{
"name": "Station",
"children": [
{
"name": "MetroStation",
"value": 1
},
{
"name": "FillingStation",
"value": 1
},
{
"name": "TramStation",
"value": 1
},
{
"name": "RailwayStation",
"value": 1
},
{
"name": "ElectricalSubstation",
"value": 1
}
]
},
{
"name": "Dam",
"value": 1
},
{
"name": "Dike",
"value": 1
}
]
},
{
"name": "Venue",
"children": [
{
"name": "Theatre",
"value": 1
}
]
},
{
"name": "Gate",
"value": 1
},
{
"name": "Zoo",
"value": 1
},
{
"name": "Square",
"value": 1
},
{
"name": "Pyramid",
"value": 1
},
{
"name": "Mill",
"children": [
{
"name": "Watermill",
"value": 1
},
{
"name": "Treadmill",
"value": 1
},
{
"name": "WindMotor",
"value": 1
},
{
"name": "Windmill",
"value": 1
}
]
},
{
"name": "Arena",
"value": 1
},
{
"name": "AmusementParkAttraction",
"children": [
{
"name": "WaterRide",
"value": 1
},
{
"name": "RollerCoaster",
"value": 1
}
]
},
{
"name": "Building",
"children": [
{
"name": "Library",
"value": 1
},
{
"name": "Hotel",
"value": 1
},
{
"name": "Skyscraper",
"value": 1
},
{
"name": "HistoricBuilding",
"value": 1
},
{
"name": "ShoppingMall",
"value": 1
},
{
"name": "ReligiousBuilding",
"children": [
{
"name": "Monastery",
"value": 1
},
{
"name": "Temple",
"value": 1
},
{
"name": "Abbey",
"value": 1
},
{
"name": "Mosque",
"value": 1
},
{
"name": "Church",
"value": 1
},
{
"name": "Synagogue",
"value": 1
},
{
"name": "Shrine",
"value": 1
}
]
},
{
"name": "Casino",
"value": 1
},
{
"name": "Hospital",
"value": 1
},
{
"name": "Restaurant",
"value": 1
},
{
"name": "Factory",
"value": 1
},
{
"name": "Museum",
"value": 1
},
{
"name": "Prison",
"value": 1
},
{
"name": "Castle",
"value": 1
}
]
}
]
},
{
"name": "CelestialBody",
"children": [
{
"name": "Star",
"children": [
{
"name": "BrownDwarf",
"value": 1
}
]
},
{
"name": "Planet",
"value": 1
},
{
"name": "Satellite",
"children": [
{
"name": "ArtificialSatellite",
"value": 1
}
]
},
{
"name": "Asteroid",
"value": 1
},
{
"name": "Swarm",
"children": [
{
"name": "Globularswarm",
"value": 1
},
{
"name": "Openswarm",
"value": 1
}
]
},
{
"name": "Galaxy",
"value": 1
},
{
"name": "Constellation",
"value": 1
}
]
},
{
"name": "Park",
"value": 1
}
]
},
{
"name": "RouteStop",
"value": 1
},
{
"name": "Work",
"children": [
{
"name": "Document",
"children": [
{
"name": "Image",
"children": [
{
"name": "MovingImage",
"value": 1
},
{
"name": "StillImage",
"value": 1
}
]
},
{
"name": "File",
"value": 1
},
{
"name": "Sound",
"value": 1
}
]
},
{
"name": "Cartoon",
"children": [
{
"name": "Anime",
"value": 1
},
{
"name": "HollywoodCartoon",
"value": 1
}
]
},
{
"name": "Database",
"children": [
{
"name": "BiologicalDatabase",
"value": 1
}
]
},
{
"name": "CollectionOfValuables",
"children": [
{
"name": "Archive",
"value": 1
}
]
},
{
"name": "LineOfFashion",
"value": 1
},
{
"name": "Software",
"children": [
{
"name": "VideoGame",
"value": 1
}
]
},
{
"name": "TelevisionSeason",
"value": 1
},
{
"name": "TelevisionShow",
"value": 1
},
{
"name": "Website",
"value": 1
},
{
"name": "RadioProgram",
"value": 1
},
{
"name": "MusicalWork",
"children": [
{
"name": "Opera",
"value": 1
},
{
"name": "Musical",
"value": 1
},
{
"name": "ArtistDiscography",
"value": 1
},
{
"name": "Single",
"value": 1
},
{
"name": "Song",
"children": [
{
"name": "EurovisionSongContestEntry",
"value": 1
}
]
},
{
"name": "ClassicalMusicComposition",
"value": 1
},
{
"name": "NationalAnthem",
"value": 1
},
{
"name": "Album",
"value": 1
}
]
},
{
"name": "TelevisionEpisode",
"value": 1
},
{
"name": "Film",
"value": 1
},
{
"name": "WrittenWork",
"children": [
{
"name": "Drama",
"value": 1
},
{
"name": "StatedResolution",
"value": 1
},
{
"name": "PeriodicalLiterature",
"children": [
{
"name": "UndergroundJournal",
"value": 1
},
{
"name": "AcademicJournal",
"value": 1
},
{
"name": "Newspaper",
"value": 1
},
{
"name": "Magazine",
"value": 1
}
]
},
{
"name": "Resume",
"value": 1
},
{
"name": "Letter",
"value": 1
},
{
"name": "Law",
"value": 1
},
{
"name": "Quote",
"value": 1
},
{
"name": "Book",
"children": [
{
"name": "Novel",
"children": [
{
"name": "LightNovel",
"value": 1
}
]
}
]
},
{
"name": "Article",
"value": 1
},
{
"name": "Poem",
"value": 1
},
{
"name": "MultiVolumePublication",
"value": 1
},
{
"name": "Play",
"value": 1
},
{
"name": "Annotation",
"children": [
{
"name": "Reference",
"value": 1
}
]
},
{
"name": "Treaty",
"value": 1
},
{
"name": "Comic",
"children": [
{
"name": "ComicStrip",
"value": 1
},
{
"name": "Manga",
"value": 1
},
{
"name": "Manhwa",
"value": 1
},
{
"name": "Manhua",
"value": 1
}
]
}
]
},
{
"name": "Artwork",
"children": [
{
"name": "Painting",
"value": 1
},
{
"name": "Sculpture",
"value": 1
}
]
}
]
},
{
"name": "Biomolecule",
"children": [
{
"name": "Polysaccharide",
"value": 1
},
{
"name": "Enzyme",
"value": 1
},
{
"name": "Gene",
"children": [
{
"name": "MouseGene",
"value": 1
},
{
"name": "HumanGene",
"value": 1
}
]
},
{
"name": "Lipid",
"value": 1
},
{
"name": "Protein",
"value": 1
},
{
"name": "Hormone",
"value": 1
}
]
},
{
"name": "Device",
"children": [
{
"name": "Engine",
"children": [
{
"name": "RocketEngine",
"value": 1
},
{
"name": "AutomobileEngine",
"value": 1
}
]
},
{
"name": "MobilePhone",
"value": 1
},
{
"name": "Weapon",
"value": 1
},
{
"name": "Instrument",
"children": [
{
"name": "Organ",
"value": 1
},
{
"name": "Guitar",
"value": 1
}
]
},
{
"name": "Camera",
"children": [
{
"name": "DigitalCamera",
"value": 1
}
]
},
{
"name": "InformationAppliance",
"value": 1
}
]
},
{
"name": "Award",
"children": [
{
"name": "NobelPrize",
"value": 1
},
{
"name": "Decoration",
"value": 1
}
]
},
{
"name": "Diploma",
"value": 1
},
{
"name": "PenaltyShootOut",
"value": 1
},
{
"name": "PublicService",
"value": 1
},
{
"name": "SportsSeason",
"children": [
{
"name": "MotorsportSeason",
"value": 1
},
{
"name": "SportsTeamSeason",
"children": [
{
"name": "SoccerClubSeason",
"value": 1
},
{
"name": "BaseballSeason",
"value": 1
},
{
"name": "SoccerLeagueSeason",
"value": 1
},
{
"name": "FootballLeagueSeason",
"children": [
{
"name": "NationalFootballLeagueSeason",
"value": 1
}
]
},
{
"name": "NCAATeamSeason",
"value": 1
}
]
}
]
},
{
"name": "ChemicalSubstance",
"children": [
{
"name": "Drug",
"value": 1
},
{
"name": "ChemicalCompound",
"value": 1
},
{
"name": "Mineral",
"value": 1
},
{
"name": "ChemicalElement",
"value": 1
}
]
},
{
"name": "Event",
"children": [
{
"name": "NaturalEvent",
"children": [
{
"name": "Earthquake",
"value": 1
},
{
"name": "StormSurge",
"value": 1
},
{
"name": "SolarEclipse",
"value": 1
}
]
},
{
"name": "SocietalEvent",
"children": [
{
"name": "FilmFestival",
"value": 1
},
{
"name": "Attack",
"value": 1
},
{
"name": "Election",
"value": 1
},
{
"name": "MilitaryConflict",
"value": 1
},
{
"name": "MusicFestival",
"value": 1
},
{
"name": "Meeting",
"value": 1
},
{
"name": "AcademicConference",
"value": 1
},
{
"name": "SportsEvent",
"children": [
{
"name": "InternationalFootballLeagueEvent",
"value": 1
},
{
"name": "NationalFootballLeagueEvent",
"value": 1
},
{
"name": "FootballMatch",
"value": 1
},
{
"name": "GrandPrix",
"value": 1
},
{
"name": "CyclingCompetition",
"value": 1
},
{
"name": "Race",
"children": [
{
"name": "CyclingRace",
"value": 1
},
{
"name": "MotorRace",
"value": 1
},
{
"name": "HorseRace",
"value": 1
}
]
},
{
"name": "Tournament",
"children": [
{
"name": "WomensTennisAssociationTournament",
"value": 1
},
{
"name": "TennisTournament",
"value": 1
},
{
"name": "SoccerTournament",
"value": 1
},
{
"name": "GolfTournament",
"value": 1
}
]
},
{
"name": "Olympics",
"children": [
{
"name": "OlympicEvent",
"value": 1
}
]
},
{
"name": "WrestlingEvent",
"value": 1
},
{
"name": "MixedMartialArtsEvent",
"value": 1
}
]
},
{
"name": "Rebellion",
"value": 1
},
{
"name": "Convention",
"value": 1
},
{
"name": "SpaceMission",
"value": 1
}
]
},
{
"name": "Competition",
"children": [
{
"name": "Contest",
"value": 1
}
]
},
{
"name": "LifeCycleEvent",
"children": [
{
"name": "PersonalEvent",
"children": [
{
"name": "Death",
"value": 1
},
{
"name": "Marriage",
"value": 1
},
{
"name": "Divorce",
"value": 1
},
{
"name": "Birth",
"value": 1
}
]
}
]
}
]
},
{
"name": "Species",
"children": [
{
"name": "Eukaryote",
"children": [
{
"name": "Plant",
"children": [
{
"name": "Ginkgo",
"value": 1
},
{
"name": "Fern",
"value": 1
},
{
"name": "ClubMoss",
"value": 1
},
{
"name": "GreenAlga",
"value": 1
},
{
"name": "Cycad",
"value": 1
},
{
"name": "Conifer",
"value": 1
},
{
"name": "FloweringPlant",
"children": [
{
"name": "Grape",
"value": 1
}
]
},
{
"name": "CultivatedVariety",
"value": 1
},
{
"name": "Gnetophytes",
"value": 1
},
{
"name": "Moss",
"value": 1
}
]
},
{
"name": "Fungus",
"value": 1
},
{
"name": "Animal",
"children": [
{
"name": "Reptile",
"value": 1
},
{
"name": "Mollusca",
"value": 1
},
{
"name": "Amphibian",
"value": 1
},
{
"name": "Mammal",
"children": [
{
"name": "Horse",
"children": [
{
"name": "RaceHorse",
"value": 1
}
]
},
{
"name": "Cat",
"value": 1
},
{
"name": "Dog",
"value": 1
}
]
},
{
"name": "Insect",
"value": 1
},
{
"name": "Bird",
"value": 1
},
{
"name": "Arachnid",
"value": 1
},
{
"name": "Crustacean",
"value": 1
},
{
"name": "Fish",
"value": 1
}
]
}
]
},
{
"name": "Bacteria",
"value": 1
},
{
"name": "Archaea",
"value": 1
}
]
},
{
"name": "Blazon",
"value": 1
},
{
"name": "Statistic",
"value": 1
},
{
"name": "GrossDomesticProductPerCapita",
"value": 1
},
{
"name": "Altitude",
"value": 1
},
{
"name": "TopicalConcept",
"children": [
{
"name": "SystemOfLaw",
"value": 1
},
{
"name": "Tax",
"value": 1
},
{
"name": "Ideology",
"value": 1
},
{
"name": "Type",
"children": [
{
"name": "GovernmentType",
"value": 1
},
{
"name": "DocumentType",
"value": 1
}
]
},
{
"name": "ScientificConcept",
"value": 1
},
{
"name": "AcademicSubject",
"value": 1
},
{
"name": "Standard",
"value": 1
},
{
"name": "TheologicalConcept",
"children": [
{
"name": "ChristianDoctrine",
"value": 1
}
]
},
{
"name": "Taxon",
"value": 1
},
{
"name": "Fashion",
"value": 1
},
{
"name": "Genre",
"children": [
{
"name": "LiteraryGenre",
"value": 1
},
{
"name": "MovieGenre",
"value": 1
},
{
"name": "ArtisticGenre",
"value": 1
},
{
"name": "MusicGenre",
"value": 1
}
]
},
{
"name": "MathematicalConcept",
"value": 1
},
{
"name": "CardinalDirection",
"value": 1
},
{
"name": "PoliticalConcept",
"value": 1
},
{
"name": "PhilosophicalConcept",
"value": 1
}
]
},
{
"name": "Activity",
"children": [
{
"name": "Game",
"children": [
{
"name": "BoardGame",
"value": 1
},
{
"name": "CardGame",
"value": 1
}
]
},
{
"name": "Sport",
"children": [
{
"name": "HorseRiding",
"value": 1
},
{
"name": "Boxing",
"children": [
{
"name": "BoxingCategory",
"value": 1
},
{
"name": "BoxingStyle",
"value": 1
}
]
},
{
"name": "TeamSport",
"children": [
{
"name": "Soccer",
"value": 1
}
]
},
{
"name": "Athletics",
"value": 1
}
]
},
{
"name": "Sales",
"value": 1
}
]
},
{
"name": "HumanDevelopmentIndex",
"value": 1
},
{
"name": "Population",
"value": 1
},
{
"name": "EthnicGroup",
"value": 1
},
{
"name": "Colour",
"value": 1
}
]
}
Raw
pysparql3.py
#!/usr/bin/env python
import http, json, base64
from urllib.request import Request, urlopen
from urllib.parse import urlencode
from urllib.error import HTTPError
from time import time
class PySparql():
def __init__(this, endpoint, username=None, password=None, buffer_size=10000):
this.buffer_size = buffer_size
this.endpoint = endpoint
this.username = username
this.password = password
this.param = {}
def query(this, query, graph=""):
t0 = time()
res = this._query_all(query, graph)
dt = time() - t0
dt_str = "%f" % dt
return res
def _query_all(this, query, graph):
results = []
i = 0
while(True):
offset = i * this.buffer_size
part = this._query_buffer("{} OFFSET {} LIMIT {}".format(query, offset, this.buffer_size), graph)
results += part
if len(part) < this.buffer_size:
break
i += 1
return results
def _query_buffer(this, query, graph):
this.param["default-graph-uri"] = graph
this.param["query"] = query.encode('utf-8')
try:
headers = {'Accept': 'application/json'}
if this.username is not None and this.password is not None:
headers['Authorization'] = "Basic {}".format(base64.b64encode("{}:{}".format(this.username, this.password)))
req = Request(this.endpoint + "?" + urlencode(this.param), None, headers)
resp = urlopen(req)
j = resp.read()
resp.close()
return json.loads(j)['results']['bindings']
except (HTTPError, http.client.BadStatusLine) as error:
print(error)
return []
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