def test_similarity_when_same(self):
super_graph = nx.Graph()
super_graph.add_edge(1, 2, label='a')
super_graph.add_edge(2, 3, label='b')
sub_graph = super_graph.copy()
self.assertEqual(ParsemisMiner.calculate_dot_product_similarity(super_graph, sub_graph), 1, 'Dot Product')
self.assertEqual(ParsemisMiner.calculate_jaccard_similarity(super_graph, sub_graph), 1, 'Jaccard Similarity')
def test_similarity_when_different(self):
super_graph = nx.Graph()
super_graph.add_edge(1, 2, label='a')
super_graph.add_edge(2, 3, label='b')
sub_graph = nx.Graph()
sub_graph.add_edge(4, 5, label='c')
sub_graph.add_edge(5, 6, label='d')
self.assertEqual(ParsemisMiner.calculate_dot_product_similarity(super_graph, sub_graph), 0, 'Dot Product')
self.assertEqual(ParsemisMiner.calculate_jaccard_similarity(super_graph, sub_graph), 0, 'Jaccard Similarity')