def run(clf, preprocess=False):
'''Classify data from stdin
'''
for line in sys.stdin:
if not line.strip():
return
if preprocess:
line = twokenize.preprocess(line)
if not line:
print(str(default_class))
else:
print(clf.predict([line.strip()])[0])
def run(clf, preprocess=False):
'''Classify data from stdin
'''
for line in sys.stdin:
if not line.strip():
return
if preprocess:
line = twokenize.preprocess(line)
if not line:
print(str(default_class))
else:
print(clf.predict([line.strip()])[0])
def run_zmp(clf, port, preprocess=False, verbose=False):
'''Classify data coming from a ZMQ socket, reply to each request with the
result.
'''
context = zmq.Context()
socket = context.socket(zmq.REP)
address = 'tcp://*:' + str(port)
socket.bind(address)
if verbose:
print('ZMQ Service Running: on %s' % (address,))
while True:
# Wait for next request from client
message = socket.recv()
# preprocess
if preprocess:
message = twokenize.tokenize(message)
message = twokenize.preprocess(message)
# check for empty message
if not message:
socket.send(str(default_class))
# classify and reply
else:
socket.send(str(clf.predict([message])[0]))
def run_zmp(clf, port, preprocess=False, verbose=False):
'''Classify data coming from a ZMQ socket, reply to each request with the
result.
'''
context = zmq.Context()
socket = context.socket(zmq.REP)
address = 'tcp://*:' + str(port)
socket.bind(address)
if verbose:
print('ZMQ Service Running: on %s' % (address, ))
while True:
# Wait for next request from client
message = socket.recv()
# preprocess
if preprocess:
message = twokenize.tokenize(message)
message = twokenize.preprocess(message)
# check for empty message
if not message:
socket.send(str(default_class))
# classify and reply
else:
socket.send(str(clf.predict([message])[0]))
