from __future__ import unicode_literals from ...gold import biluo_tags_from_offsets from ...vocab import Vocab from ...tokens.doc import Doc import pytest @pytest.fixture def vocab(): return Vocab() def test_U(vocab): orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('London', False), ('.', True)] doc = Doc(vocab, orths_and_spaces=orths_and_spaces) entities = [(len("I flew to "), len("I flew to London"), 'LOC')] tags = biluo_tags_from_offsets(doc, entities) assert tags == ['O', 'O', 'O', 'U-LOC', 'O'] def test_BL(vocab): orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('San', True), ('Francisco', False), ('.', True)] doc = Doc(vocab, orths_and_spaces=orths_and_spaces) entities = [(len("I flew to "), len("I flew to San Francisco"), 'LOC')] tags = biluo_tags_from_offsets(doc, entities) assert tags == ['O', 'O', 'O', 'B-LOC', 'L-LOC', 'O'] def test_BIL(vocab): orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('San', True), ('Francisco', True), ('Valley', False), ('.', True)] doc = Doc(vocab, orths_and_spaces=orths_and_spaces) entities = [(len("I flew to "), len("I flew to San Francisco Valley"), 'LOC')] tags = biluo_tags_from_offsets(doc, entities) assert tags == ['O', 'O', 'O', 'B-LOC', 'I-LOC', 'L-LOC', 'O'] def test_misalign(vocab): orths_and_spaces = [('I', True), ('flew', True), ('to', True), ('San', True), ('Francisco', True), ('Valley.', False)] doc = Doc(vocab, orths_and_spaces=orths_and_spaces) entities = [(len("I flew to "), len("I flew to San Francisco Valley"), 'LOC')] tags = biluo_tags_from_offsets(doc, entities) assert tags == ['O', 'O', 'O', '-', '-', '-']