def __init__(self, args):
self.args = args
self.conf = Config()
self.conf.init('brain-ta.conf')
if args.engine.lower() == 'nlp1':
self.remote = 'localhost:{0}'.format(
self.conf.get('brain-ta.nlp.1.kor.port'))
channel = grpc.insecure_channel(self.remote)
self.stub = nlp_pb2_grpc.NaturalLanguageProcessingServiceStub(
channel)
elif args.engine.lower() == 'nlp2':
self.remote = 'localhost:{0}'.format(
self.conf.get('brain-ta.nlp.2.kor.port'))
channel = grpc.insecure_channel(self.remote)
self.stub = nlp_pb2_grpc.NaturalLanguageProcessingServiceStub(
channel)
elif args.engine.lower() == 'nlp3':
self.remote = 'localhost:{0}'.format(
self.conf.get('brain-ta.nlp.3.kor.port'))
channel = grpc.insecure_channel(self.remote)
self.stub = nlp_pb2_grpc.NaturalLanguageProcessingServiceStub(
channel)
else:
print 'Not existed Engine'
raise Exception('Not existed Engine')
def morp_analyze(self, text):
self.conf.init('brain-ta.conf')
#nlp_client = NlpClient()
remote = 'localhost:' + self.conf.get('brain-ta.nlp.1.kor.port')
channel = grpc.insecure_channel(remote)
self.stub = nlp_pb2_grpc.NaturalLanguageProcessingServiceStub(channel)
nlp_result = self.analyze(text, 1, 1)
return nlp_result['sentences'][0]['morps']
def __init__(self):
remote = "localhost:{0}".format(
self.conf.get('brain-ta.nlp.2.kor.port'))
channel = grpc.insecure_channel(remote)
self.stub = nlp_pb2_grpc.NaturalLanguageProcessingServiceStub(channel)
def test_nlp(self):
nlp_client = NlpClient()
#nlp_client.get_provider()
# This is related to nlp1 and brain-ta issue 185
#nlp_client.get_named_entity()
# NLP analysis level 지정 방법
# 1. parameter로 지정( or 변수로 할당)
# level = 0
# nlp_client.analyze('안녕하세요. 자연어 처리 엔진을 원격으로 호출해요.', level)
# 2. 사용자가 입력
while True:
print("Usage : NLP Analysis Engine")
print(
"Level 0 : All NLP Analysis With Morpheme, Named Entity, Word Sense Disambiguation, Dependency Parser, Semantic Role Labeling and Zero Anaphora"
)
print("Level 1 : Word, Morpheme")
print("Level 2 : Level 1 + Named Entity")
print("Level 3 : Level 2 + Word Sense Disambiguation")
print("Level 4 : Level 3 + Dependency Parser")
print("Level 5 : Level 4 + Semantic Role Labeling")
print("Level 6 : Level 5 + Zero Anaphora")
print("quit : Exit the System!!")
select = raw_input("Select NLP Analysis Level : ")
if select == "quit":
break
flag, level = self.is_number(select)
if flag == True:
if level > 6 or level < 0:
print("Select Error!!")
print("You must type only Number range 0-2")
continue
else:
print("Usage : Extraction Keyword Frequency Engine")
print(
"Level 0 : Extract keyword frequency with NP, VP, NamedEntity"
)
print(
"Level 1 : Don't extract keyword frequency with NP, VP, NamedEntity"
)
keyword_select = raw_input(
"Select Keyword Frequency Level :")
keyword_flag, keyword_level = self.is_number(
keyword_select)
if keyword_flag == True:
if keyword_level > 1 or keyword_level < 0:
print("Select Error!!")
print("You must type only Number range 0-1")
continue
elif keyword_level == 0 or keyword_level == 1:
remote = 'localhost:' + conf.get(
'brain-ta.nlp.3.kor.port')
channel = grpc.insecure_channel(remote)
self.stub = nlp_pb2_grpc.NaturalLanguageProcessingServiceStub(
channel)
start_time = time.time()
self.analyze("안녕하세요. 판교에 위치한 회사입니다.", level,
keyword_level)
print(time.time() - start_time)
else:
print("Select Error!!")
print("You must type only Number!!")
continue
else:
print("Select Error!!")
print("You must type only Number!!")
continue