def summarize(self):
'''
Performs cluster summarization. It returns a list of ranked documents.
'''
cs = LexRankSummarizer(self.document_dict)
sorted_documents = cs.summarize()
return sorted_documents
def test_cosine_matrix_creation(self):
lrs = LexRankSummarizer(doc_dict)
res=lrs.summarize(threshold=0.1, tolerance=0.0001)
for doc in res:
print doc.dist, doc.raw
