# coding: utf8 from __future__ import unicode_literals import pytest from spacy.tokens import Doc from spacy.displacy import render from spacy.gold import iob_to_biluo from ..util import add_vecs_to_vocab def test_issue2219(en_vocab): vectors = [("a", [1, 2, 3]), ("letter", [4, 5, 6])] add_vecs_to_vocab(en_vocab, vectors) [(word1, vec1), (word2, vec2)] = vectors doc = Doc(en_vocab, words=[word1, word2]) assert doc[0].similarity(doc[1]) == doc[1].similarity(doc[0]) def test_issue2361(de_tokenizer): chars = ('<', '>', '&', '"') doc = de_tokenizer('< > & " ') doc.is_parsed = True doc.is_tagged = True html = render(doc) for char in chars: assert char in html def test_issue2385(): """Test that IOB tags are correctly converted to BILUO tags.""" # fix bug in labels with a 'b' character tags1 = ('B-BRAWLER', 'I-BRAWLER', 'I-BRAWLER') assert iob_to_biluo(tags1) == ['B-BRAWLER', 'I-BRAWLER', 'L-BRAWLER'] # maintain support for iob1 format tags2 = ('I-ORG', 'I-ORG', 'B-ORG') assert iob_to_biluo(tags2) == ['B-ORG', 'L-ORG', 'U-ORG'] # maintain support for iob2 format tags3 = ('B-PERSON', 'I-PERSON', 'B-PERSON') assert iob_to_biluo(tags3) ==['B-PERSON', 'L-PERSON', 'U-PERSON'] @pytest.mark.parametrize('tags', [ ('B-ORG', 'L-ORG'), ('B-PERSON', 'I-PERSON', 'L-PERSON'), ('U-BRAWLER', 'U-BRAWLER')]) def test_issue2385_biluo(tags): """Test that BILUO-compatible tags aren't modified.""" assert iob_to_biluo(tags) == list(tags)