def test_extract_relations_german3():
utterance = u'''Sarah und Anna, von denen sie hofft, dass sie sicher sind'''
re = RelationExtractor(lang=LANG.DE)
result = re.extract_relations(utterance, plot_graph=False)
assert result == [('sarah', 'KNOWS', 'anna')]
def test_extract_relations_8():
utterance = u'''Well I'm thinking that Chandler's our friend and Janice makes him happy,
so I say we just all be adult about it and accept her.'''
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert result == [('USER', 'friend-of', 'chandler'), ('USER', 'friend-of', 'janice'), ('chandler', 'friend-of', 'janice')]
class AnalyticsEngine:
def __init__(self, lang):
self.ng = NetworkGraph() # neo4j
self.re = RelationExtractor(lang=lang)
self.re_types = RelationTypes()
def analyze_utterance(self,
utterance,
persist=False,
validate=False,
out_val_file=None):
logger.debug(f"Start analyzing utterance {utterance}")
# extract possible relations within utterance
relations = self.re.extract_relations(text=utterance,
plot_graph=False,
validate=validate,
out_val_file=out_val_file)
logger.debug(f'relations: {relations}')
response_message = None
# add relations to graph database
for relation in relations:
if len(relation) == 3:
ent1 = relation[0]
rel = relation[1]
ent2 = relation[2]
logger.debug(f'Relation extracted: {ent1}, {ent2}, {rel}')
response_message = f'{ent1} ist also {self.re_types.get_relation_from_relation_type_DE(rel)}?'
# add entites to neo4j
if persist:
self.ng.add_relationship(ent1, ent2, rel_type=rel)
elif len(relation) == 2:
ent1 = relation[0]
rel = relation[1]
logger.debug(f'Relation extracted: {ent1}, {rel}')
response_message = f'Wie heißt {self.re_types.get_relation_from_relation_type_DE(rel)}?'
return relations, response_message
def test_extract_relations_german2():
utterance = u"Elfriede ist die Großmutter von Lisa."
re = RelationExtractor(lang=LANG.DE)
result = re.extract_relations(utterance, plot_graph=False)
assert(result == [('elfriede', 'grandmother-of', 'lisa')])
def test_extract_relations_german1():
utterance = u'Meine kleine Enkelin Lisa und mein Enkel Lukas fliegen morgen nach London.'
re = RelationExtractor(lang=LANG.DE)
result = re.extract_relations(utterance, plot_graph=False)
assert(result == [('USER', 'granddaughter-of', 'lisa'), ('USER', 'grandson-of', 'lukas'), ('USER', 'friend-of', 'lukas')])
def test_extract_relation_11():
utterance = u'''Well, if you want, you can stay with Rachel and me tonight.'''
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance)
assert result == [('rachel', 'KNOWS', 'USER')]
def test_extract_relatiosn_10():
utterance = u'''Tom Cruise and Nicole Kidman.'''
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance)
assert result == [('tom_cruise', 'KNOWS', 'nicole_kidman')]
def test_extract_relations_german5():
utterance = u'''Peter ist der Vater von Hans und Tom ist der Freund von Hubert'''
re = RelationExtractor(lang=LANG.DE)
result = re.extract_relations(utterance, plot_graph=True)
assert result == [('peter', 'father-of', 'hans'), ('tom', 'friend-of', 'peter ')]
def test_extract_relations_7():
utterance = u"Rose is the grandma of Monica."
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert(result == [('rose', 'grandmother-of', 'monica')])
def test_extract_relations_1():
utterance = u'''My daughter Lisa is moving to London next month.'''
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert(result == [('lisa', 'daughter-of', 'USER')])
def test_extract_relations_6():
utterance = u"Steve's girlfriend Monica is on the way back home."
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert(result == [('steve', 'wife-of', 'monica')])
def test_extract_relations_4():
utterance = u'''"So uh, Monica is Ross's sister."'''
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert result == [('monica', 'sister-of', 'ross')]
def test_extract_relations_3():
utterance = "I'll be playing Drake Remoray's twin brother, Stryker!"
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert result == [('drake', 'brother-of', 'stryker')]
def __init__(self, lang):
self.ng = NetworkGraph() # neo4j
self.re = RelationExtractor(lang=lang)
self.re_types = RelationTypes()
def test_extract_relations_9():
utterance = u''' my dad is our preacher '''
re = RelationExtractor(lang=LANG.EN)
result = re.extract_relations(utterance, plot_graph=False)
assert result == [('father-of', 'USER')]
def __init__(self, component_config=None):
super(SocialRelationExtractor, self).__init__(component_config)
self.re = RelationExtractor(LANG.DE)
self.ae = AnalyticsEngine(LANG.DE)
self.rt = RelationTypes()
def test_extract_relations_german4():
utterance = u'''Peter ist der Vater von Hans.'''
re = RelationExtractor(lang=LANG.DE)
result = re.extract_relations(utterance)
assert result == [('peter', 'father-of', 'hans')]