def __init__(self):
self.acronyms=self.load_obj("acronymsDict")
self.emoticons=self.load_obj("SmileyDict")
self.answer={}
self.log = {}
self.S = SentiHandle()
self.catz = Categorize.Categorize()
class PyInterfaceServer:
def __init__(self):
self.log = {}
self.S = SentiHandle()
self.catz = Categorize.Categorize()
def ping(self):
print ("Ping Success !! :D")
return
def getSentimentScore(self, obj):
'''
Arguments List:
general -> mainText,textType = "general"
microblogs -> mainText, textType = "microblogs"
comments -> mainText, textType = "comments"
reviews -> mainText, textType = "reviews", title = "" <optional>,topDomain,subDomain = "" <depends, not always optional, refer the list in config.py>
blogs_news -> mainText< or first paragraph>, title, textType="blogs_news",lastPara = "" <optional last paragraph>,middleParas = [] <optional middle paragraphs(separate each para with newline into string)>
'''
try:
S = self.S.getSentimentScore(obj.mainText,obj.textType,obj.title,obj.middleParas,obj.lastPara,obj.topDomain,obj.subDomain)
print ("Sentiment Text : " + obj.mainText + " ||| SentimentScore[-5 to 5]: " + str(S))
return S
except Exception as err:
print(traceback.format_exc())
print(sys.exc_info()[0])
print err
def getTopics(self, text):
text=text.decode('utf-8')
print text
cat = self.catz.getCategory(text)
print ("Topic Text : " + text + " ||| Topic: " + cat)
res = cat.split('|')
return res
def getKeywords(self, text):
text=text.decode('utf-8')
print "Keyword Text",text
keywords = self.catz.getKeywords(text)
return keywords
class SentimentService:
def __init__(self):
self.log = {}
self.S = SentiHandle()
def getSentimentScore(self, text):
'''
Arguments List:
general -> mainText,textType = "general"
microblogs -> mainText, textType = "microblogs"
comments -> mainText, textType = "comments"
reviews -> mainText, textType = "reviews", title = "" <optional>,topDomain,subDomain = "" <depends, not always optional, refer the list in config.py>
blogs_news -> mainText< or first paragraph>, title, textType="blogs_news",lastPara = "" <optional last paragraph>,middleParas = [] <optional middle paragraphs(separate each para with newline into string)>
'''
try:
S = self.S.getSentimentScore(text)
# print ("Sentiment Text : " + text + " ||| SentimentScore[-5 to 5]: " + str(S))
return S
except Exception as err:
print err
return 0
def __init__(self):
self.log = {}
self.S = SentiHandle()
self.catz = Categorize.Categorize()
class PyInterfaceServer:
def __init__(self):
self.acronyms=self.load_obj("acronymsDict")
self.emoticons=self.load_obj("SmileyDict")
self.answer={}
self.log = {}
self.S = SentiHandle()
self.catz = Categorize.Categorize()
def ping(self):
print ("Ping Success !! :D")
return
def load_obj(self,name):
with open( path + name + '.pkl' , 'rb') as f:
return pickle.load(f)
def getSentimentScore(self, obj):
'''
Arguments List:
general -> mainText,textType = "general"
microblogs -> mainText, textType = "microblogs"
comments -> mainText, textType = "comments"
reviews -> mainText, textType = "reviews", title = "" <optional>,topDomain,subDomain = "" <depends, not always optional, refer the list in config.py>
blogs_news -> mainText< or first paragraph>, title, textType="blogs_news",lastPara = "" <optional last paragraph>,middleParas = [] <optional middle paragraphs(separate each para with newline into string)>
'''
try:
S = self.S.getSentimentScore(obj.mainText,obj.textType,obj.title,obj.middleParas,obj.lastPara,obj.topDomain,obj.subDomain)
print ("Sentiment Text : " + obj.mainText + " ||| SentimentScore[-5 to 5]: " + str(S))
return S
except Exception as err:
print(traceback.format_exc())
print(sys.exc_info()[0])
print err
def getTopics(self, text):
text=text.decode('utf-8')
print text
cat = self.catz.getCategory(text)
print ("Topic Text : " + text + " ||| Topic: " + cat)
res = cat.split('|')
return res
def getKeywords(self, text):
text=text.decode('utf-8')
print "Keyword Text",text
keywords = self.catz.getKeywords(text)
return keywords
def ExEmo(self,text):
emo_list=[]
store_emo={}
for word in twokenize.tokenize(text):
if word !=" ":
word=word.strip()
try:
score=self.emoticons[word]
emo=emoticons.analyze_tweetHeavy(word)
#emo_list.append(word)#
#emo_list.append(emo)
#d=dict(itertools.izip_longest(*[iter(emo_list)] * 2, fillvalue=""))
store_emo[word]=emo
except:
if "@" in word:
word="@user"
self.answer=store_emo
str1=str(self.answer)
return str1
def ExAcro(self,text):
acr_list=[]
text=text.lower()
store_acronyms={}
for word in twokenize.tokenize(text):
if word!="":
word=word.strip()
try:
word_after=self.acronyms[word]
#acr_list.append(word)
store_acronyms[word]=word_after
#self.answer['EXPANDED ACRONYMS']=acr_list
except:
if "@" in word:
word="@user"
self.answer=store_acronyms
str2=str(self.answer)
return str2
def __init__(self):
self.log = {}
self.S = SentiHandle()