# coding: utf-8 from __future__ import unicode_literals import pytest from spacy.tokens.doc import Doc from ..util import get_doc, apply_transition_sequence def test_parser_space_attachment(en_tokenizer): text = "This is a test.\nTo ensure spaces are attached well." heads = [1, 0, 1, -2, -3, -1, 1, 4, -1, 2, 1, 0, -1, -2] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, words=[t.text for t in tokens], heads=heads) for sent in doc.sents: if len(sent) == 1: assert not sent[-1].is_space def test_parser_sentence_space(en_tokenizer): text = "I look forward to using Thingamajig. I've been told it will make my life easier..." heads = [1, 0, -1, -2, -1, -1, -5, -1, 3, 2, 1, 0, 2, 1, -3, 1, 1, -3, -7] deps = ['nsubj', 'ROOT', 'advmod', 'prep', 'pcomp', 'dobj', 'punct', '', 'nsubjpass', 'aux', 'auxpass', 'ROOT', 'nsubj', 'aux', 'ccomp', 'poss', 'nsubj', 'ccomp', 'punct'] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, words=[t.text for t in tokens], heads=heads, deps=deps) assert len(list(doc.sents)) == 2 @pytest.mark.xfail def test_parser_space_attachment_leading(en_tokenizer, en_parser): text = "\t \n This is a sentence ." heads = [1, 1, 0, 1, -2, -3] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, words=text.split(' '), heads=heads) assert doc[0].is_space assert doc[1].is_space assert doc[2].text == 'This' with en_parser.step_through(doc) as stepwise: pass assert doc[0].head.i == 2 assert doc[1].head.i == 2 assert stepwise.stack == set([2]) @pytest.mark.xfail def test_parser_space_attachment_intermediate_trailing(en_tokenizer, en_parser): text = "This is \t a \t\n \n sentence . \n\n \n" heads = [1, 0, -1, 2, -1, -4, -5, -1] transition = ['L-nsubj', 'S', 'L-det', 'R-attr', 'D', 'R-punct'] tokens = en_tokenizer(text) doc = get_doc(tokens.vocab, words=text.split(' '), heads=heads) assert doc[2].is_space assert doc[4].is_space assert doc[5].is_space assert doc[8].is_space assert doc[9].is_space apply_transition_sequence(en_parser, doc, transition) for token in doc: assert token.dep != 0 or token.is_space assert [token.head.i for token in doc] == [1, 1, 1, 6, 3, 3, 1, 1, 7, 7] @pytest.mark.parametrize('text,length', [(['\n'], 1), (['\n', '\t', '\n\n', '\t'], 4)]) @pytest.mark.xfail def test_parser_space_attachment_space(en_tokenizer, en_parser, text, length): doc = Doc(en_parser.vocab, words=text) assert len(doc) == length with en_parser.step_through(doc) as _: pass assert doc[0].is_space for token in doc: assert token.head.i == length-1