def result(self,userInput):
userInput = str(userInput)
googleRes = Search()
cleanPage = Clean()
summ = Summary()
query = QueryExpansion()
idf = self.loadSet("trainedSetV1")
area = query.expand(userInput)
results = googleRes.googleAPICall(userInput)
# Only return 20 results
length = len(results)
if len(results) > 20:
length = 20
for res in results[0:length]:
document = cleanPage.cleanHTML(res)
print res
start = time.clock()
print (summ.simpleSummary(document,userInput,idf,area,1))
elapsed = (time.clock() - start)
print (elapsed)
print
def result(self,userInput):
result = []
userInput = str(userInput)
googleRes = Search()
cleanPage = Clean()
summ = Summary()
query = QueryClassifier()
queryExpand = QueryExpansionProcess()
expandedQuery = queryExpand.expand(userInput)
idf = self.loadSet("trainedSetV1")
area = query.expand(userInput)
results = googleRes.googleAPICall(userInput)
# Only return 20 results
length = len(results)
if len(results) > 20:
length = 20
for res in results[0:length]:
document,title = cleanPage.cleanHTML(res)
result.append(title)
result.append(res)
result.append(summ.simpleSummary(document,userInput,idf,area,expandedQuery))
return (result)
