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): # fmt: off 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"] # fmt: on 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.skip(reason="The step_through API was removed (but should be brought back)") 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.skip(reason="The step_through API was removed (but should be brought back)") 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.skip(reason="The step_through API was removed (but should be brought back)") 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 _: # noqa: F841 pass assert doc[0].is_space for token in doc: assert token.head.i == length - 1