class CNNSentimenter:
def __init__(self):
print "CNNSentimenter initialized"
self.sentimenter = Sentimenter()
def computeSentimentPart(self, text):
result = self.sentimenter.getSentiment(text)
return -1 + 2 * result[0][1]
def computeSentiment(self, text):
paragraphs = text.split('\n')
sentiments = []
for i in range(0, len(paragraphs)):
par = paragraphs[i]
pid = "p" + str(i)
psent = self.computeSentimentPart(par)
sentences = re.split('([.|!|?]) ', par)
pardict = {}
sentenceslist = []
j = 0
while j < len(sentences):
sentence = sentences[j]
if (len(sentences) > j + 1):
sentence = sentence + sentences[j + 1]
sid = pid + "-" + str(j)
ssent = self.computeSentimentPart(sentence)
sdict = {'id': sid, 'score': ssent, 'text': sentence}
sentenceslist.append(sdict)
j = j + 2
pardict['id'] = pid
pardict['score'] = psent
pardict['sentences'] = sentenceslist
sentiments.append(pardict)
return {'paragraphs': sentiments}
class CNNSentimenter:
def __init__(self):
print "CNNSentimenter initialized"
self.sentimenter = Sentimenter()
def computeSentimentPart(self, text):
result = self.sentimenter.getSentiment(text)
return -1 + 2*result[0][1]
def computeSentiment(self, text):
paragraphs = text.split('\n')
sentiments = []
for i in range(0, len(paragraphs)):
par = paragraphs[i]
pid = "p" + str(i)
psent = self.computeSentimentPart(par)
sentences = re.split('([.|!|?]) ',par)
pardict = {}
sentenceslist = []
j = 0
while j < len(sentences):
sentence = sentences[j]
if(len(sentences) > j+1):
sentence = sentence + sentences[j+1]
sid = pid +"-" + str(j)
ssent = self.computeSentimentPart(sentence)
sdict = {'id': sid, 'score':ssent, 'text': sentence}
sentenceslist.append(sdict)
j = j + 2
pardict['id'] = pid
pardict['score'] = psent
pardict['sentences'] = sentenceslist
sentiments.append(pardict)
return {'paragraphs': sentiments}
def __init__(self):
print "CNNSentimenter initialized"
self.sentimenter = Sentimenter()
def __init__(self): print "CNNSentimenter initialized" self.sentimenter = Sentimenter()