# coding: utf-8 from __future__ import unicode_literals from ...tokens import Doc from ..util import get_doc, apply_transition_sequence import pytest @pytest.mark.parametrize('text', ["A test sentence"]) @pytest.mark.parametrize('punct', ['.', '!', '?', '']) def test_parser_sbd_single_punct(en_tokenizer, text, punct): heads = [2, 1, 0, -1] if punct else [2, 1, 0] tokens = en_tokenizer(text + punct) doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=heads) assert len(doc) == 4 if punct else 3 assert len(list(doc.sents)) == 1 assert sum(len(sent) for sent in doc.sents) == len(doc) def test_parser_sentence_breaks(en_tokenizer, en_parser): text = "This is a sentence . This is another one ." heads = [1, 0, 1, -2, -3, 1, 0, 1, -2, -3] deps = ['nsubj', 'ROOT', 'det', 'attr', 'punct', 'nsubj', 'ROOT', 'det', 'attr', 'punct'] transition = ['L-nsubj', 'S', 'L-det', 'R-attr', 'D', 'R-punct', 'B-ROOT', 'L-nsubj', 'S', 'L-attr', 'R-attr', 'D', 'R-punct'] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, [t.text for t in tokens], heads=heads, deps=deps) apply_transition_sequence(en_parser, doc, transition) assert len(list(doc.sents)) == 2 for token in doc: assert token.dep != 0 or token.is_space assert [token.head.i for token in doc ] == [1, 1, 3, 1, 1, 6, 6, 8, 6, 6] # Currently, there's no way of setting the serializer data for the parser # without loading the models, so we can't remove the model dependency here yet. @pytest.mark.models def test_parser_sbd_serialization_projective(EN): """Test that before and after serialization, the sentence boundaries are the same.""" text = "I bought a couch from IKEA It wasn't very comfortable." transition = ['L-nsubj', 'S', 'L-det', 'R-dobj', 'D', 'R-prep', 'R-pobj', 'B-ROOT', 'L-nsubj', 'R-neg', 'D', 'S', 'L-advmod', 'R-acomp', 'D', 'R-punct'] doc = EN.tokenizer(text) apply_transition_sequence(EN.parser, doc, transition) doc_serialized = Doc(EN.vocab).from_bytes(doc.to_bytes()) assert doc.is_parsed == True assert doc_serialized.is_parsed == True assert doc.to_bytes() == doc_serialized.to_bytes() assert [s.text for s in doc.sents] == [s.text for s in doc_serialized.sents]