hsh_triplify/triplify.py

371 lines
11 KiB
Python
Raw Normal View History

# coding=utf-8
2014-02-14 15:01:34 +01:00
#SQL
from sqlalchemy import *
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
from sqlalchemy.orm import relationship, backref
2014-02-14 15:01:34 +01:00
Base = declarative_base()
class HsHOrganizationalUnitType(Base):
__tablename__ = 'organizational_unit_type'
id = Column(Integer, primary_key=True)
name = Column(String)
class HsHOrganizationalUnit(Base):
__tablename__ = 'organizational_unit';
id = Column(Integer, primary_key=True)
name = Column(String)
parent = Column(Integer, ForeignKey('organizational_unit.id'))
acronym = Column(String)
post_address = Column(Integer)
organizational_unit_type = Column(Integer, ForeignKey('organizational_unit_type.id'))
oParent = relationship("HsHOrganizationalUnit", remote_side=[id])
2014-02-14 15:01:34 +01:00
class HsHMembership(Base):
__tablename__ = 'membership'
id = Column(Integer, primary_key=True)
person = Column(Integer, ForeignKey('person.id'))
organizational_unit = Column(Integer, ForeignKey('organizational_unit.id'))
2014-02-14 15:01:34 +01:00
start_date = Column(DateTime)
end_date = Column(DateTime)
active = Column(String)
business_role = Column(Integer, ForeignKey('business_role.id'))
2014-02-14 15:01:34 +01:00
mPerson = relationship("HsHPerson")
mBusinessRole = relationship("HsHBusinessRole")
mOrg = relationship("HsHOrganizationalUnit")
class HsHBusinessRole(Base):
__tablename__ = 'business_role'
id = Column(Integer, primary_key=True)
name = Column(String)
description = Column(String)
2014-02-14 15:01:34 +01:00
class HsHPerson(Base):
__tablename__ = 'person'
id = Column(Integer, primary_key=True)
name = Column(String)
firstname = Column(String)
title_prefix = Column(String)
title_suffix = Column(String)
gender = Column(String)
#birthday = Column(DateTime) #TODO: without timezone!
memberships = relationship("HsHMembership")
2014-02-14 15:01:34 +01:00
class HsHTelephone(Base):
__tablename__ = 'telephone'
id = Column(Integer, primary_key=True)
call_number = Column(String)
description = Column(String)
#RDF
from rdflib import Namespace
from rdfalchemy import rdfSingle, rdfMultiple
2014-02-14 15:01:34 +01:00
from rdfalchemy.rdfSubject import rdfSubject
from rdflib import Literal, BNode, Namespace, URIRef
from rdflib import RDF, RDFS, Graph, OWL
from rdflib.namespace import XSD
foaf = Namespace('http://xmlns.com/foaf/0.1/')
vitro = Namespace('http://vitro.mannlib.cornell.edu/ns/vitro/0.7')
vivo = Namespace('http://vivoweb.org/ontology/core#')
2014-02-14 15:01:34 +01:00
vcard = Namespace('http://www.w3.org/2006/vcard/ns#')
obo = Namespace('http://purl.obolibrary.org/obo/')
2014-03-19 17:05:24 +01:00
hsh = Namespace('http://data.hs-hannover.de/ontology/hshOntologie#')
2014-02-14 15:01:34 +01:00
2014-03-19 17:05:24 +01:00
localPerson = Namespace('http://data.hs-hannover.de/individual/p')
localOrg = Namespace('http://data.hs-hannover.de/individual/o')
localMembership = Namespace('http://data.hs-hannover.de/individual/m')
2014-02-14 15:01:34 +01:00
def get_graph():
"""Small little helper to create graph with namespaces ;-)"""
g = rdfSubject.db
g.bind('foaf', foaf)
g.bind('vitro', vitro)
g.bind('vivo', vivo)
2014-02-14 15:01:34 +01:00
g.bind('vcard', vcard)
g.bind('obo', obo)
g.bind('localperson', localPerson)
g.bind('localorg', localOrg)
g.bind('localMembership', localMembership)
2014-02-14 15:01:34 +01:00
g.bind('hsh', hsh)
return g
class Thing(rdfSubject):
rdf_type = OWL.Thing
label = rdfSingle(RDFS.label)
class hshThing(Thing):
rdf_type = hsh.hshLocal
class Person(hshThing):
rdf_type = foaf.Person
firstname = rdfSingle(vcard.givenName)
name = rdfSingle(vcard.familyName)
hasContactInfo = rdfSingle(obo.ARG_2000028)
label = rdfSingle(RDFS.label)
associatedOe = rdfSingle(vivo.relatedBy)
class FacultyMember(Person):
rdf_type = vivo.FacultyMember
class NonFacultyAcademic(Person):
rdf_type = vivo.NonFacultyAcademic
class NonAcademic(Person):
rdf_type = vivo.NonAcademic
2014-02-14 15:01:34 +01:00
class ContactInfo(Thing):
rdf_type = vcard.Individual
hasTitle = rdfSingle(vcard.hasTitle,range_type=vcard.Title)
contactInformationFor = rdfSingle(obo.ARG_2000029,range_type=foaf.Person)
2014-02-14 15:01:34 +01:00
class Title(Thing):
rdf_type = vcard.Title
title = rdfSingle(vcard.title,range_type=XSD.String)
class Organization(hshThing):
rdf_type = foaf.Organization
label = rdfSingle(RDFS.label)
parentOe = rdfSingle(obo.BFO_0000050)
acronym = rdfSingle(vivo.abbreviation)
class OboMembership(Thing):
rdf_type = obo.BFO_0000020
class Membership(OboMembership):
rdf_type = vivo.Position
label = rdfSingle(RDFS.label)
relates = rdfMultiple(vivo.relates)
dateTimeInterval = rdfSingle(vivo.dateTimeInterval)
class FacultyPosition(Membership):
rdf_type = vivo.FacultyPosition
class NonFacultyPosition(Membership):
rdf_type = vivo.NonFacultyPosition
class NonAcademicPosition(Membership):
rdf_type = vivo.NonAcademicPosition
class OboDateTimeInterval(Thing):
rdf_type = obo.BFO_0000038
class DateTimeInterval(OboDateTimeInterval):
rdf_type = vivo.DateTimeInterval
start = rdfSingle(vivo.start)
end = rdfSingle(vivo.end)
class OboDateTimeValue(Thing):
rdf_type = obo.BFO_0000148
class DateTimeValue(OboDateTimeValue):
rdf_type = vivo.DateTimeValue
dateTime = rdfSingle(vivo.dateTime)
dateTimePrecision = rdfSingle(vivo.dateTimePrecision)
2014-02-14 15:01:34 +01:00
class IdSequence:
"""Small Helper for easy sequences"""
def __init__(self, start):
self.num = start - 1
def getNext(self):
self.num += 1
return self.num
def getBusinessRoleName(membership):
"""Gender based mapping for business role names."""
names = {
"M": {
1000000000: "Beschäftigter",
1000000001: "Professor",
1000000002: "Wissenschaftlicher Mitarbeiter",
1000000003: "Auszubildender",
1000000004: "Lehrkraft für besondere Aufgaben",
1000000005: "Lehrbeauftragter",
1000000006: "Praktikant",
1000000007: "Wissenschaftliche Hilfskraft",
1000000008: "Studentische Hilfskraft",
1000000009: "Lehrkraft",
1000000010: "Leiter"
},
"F": {
1000000000: "Beschäftigte",
1000000001: "Professorin",
1000000002: "Wissenschaftliche Mitarbeiterin",
1000000003: "Auszubildende",
1000000004: "Lehrkraft für besondere Aufgaben",
1000000005: "Lehrbeauftragte",
1000000006: "Praktikantin",
1000000007: "Wissenschaftliche Hilfskraft",
1000000008: "Studentische Hilfskraft",
1000000009: "Lehrkraft",
1000000010: "Leiterin"
},
"?": {
1000000000: "Beschäftigte(r)",
1000000001: "ProfessorIn",
1000000002: "Wissenschaftliche(r) MitarbeiterIn",
1000000003: "Auszubildende(r)",
1000000004: "Lehrkraft für besondere Aufgaben",
1000000005: "Lehrbeauftragte(r)",
1000000006: "PraktikantIn",
1000000007: "Wissenschaftliche Hilfskraft",
1000000008: "Studentische Hilfskraft",
1000000009: "Lehrkraft",
1000000010: "LeiterIn"
}
}
gender = membership.mPerson.gender
business_role = membership.mBusinessRole.id
if gender == None:
gender = "?"
return names[gender][business_role]
def addPersonToGraph(sqlP, additionalIdSeq):
"""Add a given HsHPerson to the graph."""
combined_title = ''
if sqlP.title_prefix != None:
combined_title = sqlP.title_prefix
if sqlP.title_suffix != None:
if combined_title == '':
combined_title = sqlP.title_suffix
else:
combined_title += ' ' + sqlP.title_suffix
person_uri = URIRef("%s%s" % (localPerson, sqlP.id))
hshThing(person_uri)
rdfP = Person(person_uri) #WTF?!
rdfP.firstname = sqlP.firstname;
rdfP.name = sqlP.name;
rdfP.label = "%s, %s" % (sqlP.name, sqlP.firstname)
# If there is a title to add, do it.
if(combined_title != ''):
title_uri = URIRef("%s%s" % (localPerson, additionalIdSeq.getNext()))
rdfTitle = Title(title_uri)
rdfTitle.title = combined_title
contact_info_uri = URIRef("%s%s" % (localPerson, additionalIdSeq.getNext()))
rdfCi = ContactInfo(contact_info_uri)
rdfCi.hasTitle = rdfTitle
rdfCi.contactInformationFor = rdfP
rdfP.hasContactInfo = rdfCi
return person_uri
def processMembership(membership, additionalIdSeq):
#create membership
membershipUri = URIRef("%s%s" % (localMembership, membership.id))
personUri = URIRef("%s%s" % (localPerson, membership.mPerson.id))
organizationUri = URIRef("%s%s" % (localOrg, membership.mOrg.id))
#dtiUri = URIRef("%s%s" % (localMembership, additionalIdSeq.getNext()))
#dtsUri = URIRef("%s%s" % (localMembership, additionalIdSeq.getNext()))
#dteUri = URIRef("%s%s" % (localMembership, additionalIdSeq.getNext()))
rdfM = OboMembership(membershipUri)
rdfM = Membership(membershipUri)
rdfM.relates = [personUri, organizationUri]
rdfM.label = getBusinessRoleName(membership)
#rdfM.dateTimeInterval = dtiUri
if membership.mBusinessRole.name == "ProfessorIn":
rdfM = FacultyPosition(membershipUri)
elif membership.mBusinessRole.name == "WiMi":
rdfM = NonFacultyPosition(membershipUri)
else:
rdfM = NonAcademicPosition(membershipUri)
#rdfDts = OboDateTimeValue(dtsUri)
#rdfDts = DateTimeValue(dtsUri)
#rdfDts.dateTime = membership.start_date
#rdfDts.dateTimePrecision = vivo.yearPrecision
#rdfDte = OboDateTimeValue(dteUri)
#rdfDte = DateTimeValue(dteUri)
#rdfDte.dateTime = membership.end_date
#rdfDte.dateTimePrecision = vivo.yearPrecision
#rdfDti = OboDateTimeInterval(dtiUri)
#rdfDti = DateTimeInterval(dtiUri)
#rdfDti.start = dtsUri
#rdfDti.end = dteUri
def processPersons(session, additionalIdSeq):
"""Fetch persons, create triples for them."""
persons = session.query(HsHPerson)
for count, sqlP in enumerate(persons):
if sqlP.memberships == []:
continue #SKIP PEOPLE WITHOUT ANY MEMBERSHIPS AT ALL!
#create person
personUri = addPersonToGraph(sqlP, additionalIdSeq)
#used to determine whether person is non-academic type
isNonAcademic = True
#use memberships to determine person type
for i, membership in enumerate(sqlP.memberships):
if membership.active == False:
continue #SKIP INACTIVE MEMBERSHIPS!
processMembership(membership, additionalIdSeq)
#This is an active membership with an id and a business_role.
if membership.mBusinessRole.name == 'ProfessorIn':
isNonAcademic = False
organization_uri = URIRef("%s%s" % (localOrg, membership.organizational_unit))
rdfP = FacultyMember(personUri)
rdfP.associatedOe = organization_uri
elif membership.mBusinessRole.name == 'WiMi':
isNonAcademic = False
organization_uri = URIRef("%s%s" % (localOrg, membership.organizational_unit))
rdfP = NonFacultyAcademic(personUri)
rdfP.associatedOe = organization_uri
#assign non-academic person type if neccessary
if isNonAcademic:
NonAcademic(personUri)
def processOrganizations(session, additionalIdSeq):
"""Generate triples for organizational units."""
organizations = session.query(HsHOrganizationalUnit)
for count, sqlO in enumerate(organizations):
organization_uri = URIRef("%s%s" % (localOrg, sqlO.id))
rdfO = hshThing(organization_uri)
rdfO = Organization(organization_uri)
rdfO.label = sqlO.name
if sqlO.acronym != None:
rdfO.acronym = sqlO.acronym
if sqlO.oParent != None:
parent_organization_uri = URIRef("%s%s" % (localOrg, sqlO.oParent.id))
rdfO.parentOe = parent_organization_uri
def createTriples():
"""Fetch memberships, evaluate them, create persons,..."""
2014-02-14 15:01:34 +01:00
engine = create_engine("postgresql://hshinfo:hshinfotest@141.71.2.152/hshinfo")
session = sessionmaker(bind=engine)()
g = get_graph()
additionalIdSeq = IdSequence(2000000000) #don't care sequence
processOrganizations(session, additionalIdSeq)
processPersons(session, additionalIdSeq)
#we're done.
2014-02-14 15:01:34 +01:00
triples = g.serialize(format='n3')
g.close()
return triples
2014-02-14 15:01:34 +01:00
if __name__ == '__main__':
writeToFile = True
triples = createTriples()
print(triples)
if writeToFile == True:
f = open('data.n3', 'wb')
f.write(triples)
2014-03-19 17:05:24 +01:00
f.close()