import pytest from spacy.tokens import Doc from ..util import apply_transition_sequence def test_parser_space_attachment(en_vocab): # fmt: off words = ["This", "is", "a", "test", ".", "\n", "To", "ensure", " ", "spaces", "are", "attached", "well", "."] heads = [1, 1, 3, 1, 1, 4, 7, 11, 7, 11, 11, 11, 11, 11] # fmt: on deps = ["dep"] * len(heads) doc = Doc(en_vocab, words=words, heads=heads, deps=deps) for sent in doc.sents: if len(sent) == 1: assert not sent[-1].is_space def test_parser_sentence_space(en_vocab): # fmt: off words = ["I", "look", "forward", "to", "using", "Thingamajig", ".", " ", "I", "'ve", "been", "told", "it", "will", "make", "my", "life", "easier", "..."] heads = [1, 1, 1, 1, 3, 4, 1, 6, 11, 11, 11, 11, 14, 14, 11, 16, 17, 14, 11] deps = ["nsubj", "ROOT", "advmod", "prep", "pcomp", "dobj", "punct", "", "nsubjpass", "aux", "auxpass", "ROOT", "nsubj", "aux", "ccomp", "poss", "nsubj", "ccomp", "punct"] # fmt: on doc = Doc(en_vocab, words=words, heads=heads, deps=deps) assert len(list(doc.sents)) == 2 @pytest.mark.skip( reason="The step_through API was removed (but should be brought back)" ) def test_parser_space_attachment_leading(en_vocab, en_parser): words = ["\t", "\n", "This", "is", "a", "sentence", "."] heads = [1, 2, 2, 4, 2, 2] doc = Doc(en_vocab, words=words, 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.skip( reason="The step_through API was removed (but should be brought back)" ) def test_parser_space_attachment_intermediate_trailing(en_vocab, en_parser): words = ["This", "is", "\t", "a", "\t\n", "\n", "sentence", ".", "\n\n", "\n"] heads = [1, 1, 1, 5, 3, 1, 1, 6] transition = ["L-nsubj", "S", "L-det", "R-attr", "D", "R-punct"] doc = Doc(en_vocab, words=words, 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.skip( reason="The step_through API was removed (but should be brought back)" ) def test_parser_space_attachment_space(en_parser, text, length): doc = Doc(en_parser.vocab, words=text) assert len(doc) == length with en_parser.step_through(doc) as _: # noqa: F841 pass assert doc[0].is_space for token in doc: assert token.head.i == length - 1