def GetASResult(query):
start = time.clock()
query = query.strip().lower()
tokens = nltk.word_tokenize(query)
result = [""]
for token in tokens:
token = token.lower()
if token not in stops:
data = Trie.GetNearestMatchFromTrie(wnl.lemmatize(token))
if not data[0]:
possiblewords = sorted(Trie.GetListofWords(data[4], 0, 3),
key=lambda x: len(x[0]))[:5]
newresult = []
for item in result:
for word in possiblewords:
newresult.append(item + " " + word[0])
result = newresult[:]
else:
for i in range(len(result)):
result[i] += " " + token
else:
for i in range(len(result)):
result[i] += " " + token
for i in range(len(result)):
result[i] = result[i].lstrip()
timetaken = time.clock() - start
print("Fetched in ", timetaken, " secs")
return result[:5]
