def test_sorted_neighborhood_blocks(self):
blocking = SortedNeighborhoodBlocking(ref_attr_index=1, target_attr_index=1,
window_width=1)
blocking.fit(SOUNDEX_REFSET, SOUNDEX_TARGETSET)
blocks = list(blocking.iter_id_blocks())
true_blocks = [(['a6'], ['b7', 'b5']), (['a3'], ['b5', 'b1']),
(['a2'], ['b2']), (['a5'], ['b4']), (['a7'], ['b4', 'b6']),
(['a1'], ['b6', 'b3']), (['a4'], ['b3'])]
self.assertEqual(len(blocks), len(true_blocks))
for block in true_blocks:
self.assertIn(block, blocks)
def test_sorted_neighborhood_keyfunc(self):
""" Test sort reversing values
"""
blocking = SortedNeighborhoodBlocking(ref_attr_index=1, target_attr_index=1,
key_func=lambda x:x[::-1], window_width=1)
blocking.fit(SOUNDEX_REFSET, SOUNDEX_TARGETSET)
blocks = list(blocking.iter_id_blocks())
true_blocks = [(['a1'], ['b3']), (['a2'], ['b6']), (['a5'], ['b4']), (['a3'], ['b7', 'b1']),
(['a6'], ['b2', 'b5']), (['a4'], ['b5'])]
self.assertEqual(len(blocks), len(true_blocks))
for block in true_blocks:
self.assertIn(block, blocks)