def find_similar_pairs(data):
"""
Find the most similar document for each document in the collection, output the pairs
"""
processor = TextProcessor()
processor.map_json_data(data)
similar_pairs = processor.similarity_analysis()
data_output = {
processor.doc_collection[f].link: processor.doc_collection[s].link
for f, s in similar_pairs
}
with open('similar_0817.json', 'w') as file_output:
json.dump(data_output, file_output)
