def parseQuery(self, query, invIndex):
#Both handlers return the respective TF_IDFs
#docTF_IDF can be run once after crawl
tfidf = TFIDF()
# print invIndex
docTF_IDF = tfidf.docHandler(invIndex, 0)
# print docTF_IDF
queryTF_IDF = self.queryHandler(query, invIndex)
if queryTF_IDF == -1:
print "No words from your search were found in any documents...Please try new search terms!"
return -1
cosSimByDoc = self.cosSimilarityHandler(docTF_IDF, queryTF_IDF)
# print "Cosine Similarity by document:", cosSimByDoc
return cosSimByDoc
def calcTFIDF(self):
t = TFIDF()
self.tfidf = t.docHandler(self.inverted_index, self.unique_id)
def calcTFIDF(self):
t = TFIDF()
self.tfidf = t.docHandler(self.inverted_index, self.unique_id)
