# coding: utf-8 from __future__ import unicode_literals import pytest def test_en_tokenizer_handles_basic_contraction(en_tokenizer): text = "don't giggle" tokens = en_tokenizer(text) assert len(tokens) == 3 assert tokens[1].text == "n't" text = "i said don't!" tokens = en_tokenizer(text) assert len(tokens) == 5 assert tokens[4].text == "!" @pytest.mark.parametrize('text', ["`ain't", '''"isn't''', "can't!"]) def test_en_tokenizer_handles_basic_contraction_punct(en_tokenizer, text): tokens = en_tokenizer(text) assert len(tokens) == 3 @pytest.mark.parametrize('text_poss,text', [("Robin's", "Robin"), ("Alexis's", "Alexis")]) def test_en_tokenizer_handles_poss_contraction(en_tokenizer, text_poss, text): tokens = en_tokenizer(text_poss) assert len(tokens) == 2 assert tokens[0].text == text assert tokens[1].text == "'s" @pytest.mark.parametrize('text', ["schools'", "Alexis'"]) def test_en_tokenizer_splits_trailing_apos(en_tokenizer, text): tokens = en_tokenizer(text) assert len(tokens) == 2 assert tokens[0].text == text.split("'")[0] assert tokens[1].text == "'" @pytest.mark.parametrize('text', ["'em", "nothin'", "ol'"]) def text_tokenizer_doesnt_split_apos_exc(en_tokenizer, text): tokens = en_tokenizer(text) assert len(tokens) == 1 assert tokens[0].text == text @pytest.mark.parametrize('text', ["we'll", "You'll", "there'll"]) def test_en_tokenizer_handles_ll_contraction(en_tokenizer, text): tokens = en_tokenizer(text) assert len(tokens) == 2 assert tokens[0].text == text.split("'")[0] assert tokens[1].text == "'ll" assert tokens[1].lemma_ == "will" @pytest.mark.parametrize('text_lower,text_title', [("can't", "Can't"), ("ain't", "Ain't")]) def test_en_tokenizer_handles_capitalization(en_tokenizer, text_lower, text_title): tokens_lower = en_tokenizer(text_lower) tokens_title = en_tokenizer(text_title) assert tokens_title[0].text == tokens_lower[0].text.title() assert tokens_lower[0].text == tokens_title[0].text.lower() assert tokens_lower[1].text == tokens_title[1].text @pytest.mark.parametrize('pron', ["I", "You", "He", "She", "It", "We", "They"]) @pytest.mark.parametrize('contraction', ["'ll", "'d"]) def test_en_tokenizer_keeps_title_case(en_tokenizer, pron, contraction): tokens = en_tokenizer(pron + contraction) assert tokens[0].text == pron assert tokens[1].text == contraction @pytest.mark.parametrize('exc', ["Ill", "ill", "Hell", "hell", "Well", "well"]) def test_en_tokenizer_excludes_ambiguous(en_tokenizer, exc): tokens = en_tokenizer(exc) assert len(tokens) == 1 @pytest.mark.parametrize('wo_punct,w_punct', [("We've", "``We've"), ("couldn't", "couldn't)")]) def test_en_tokenizer_splits_defined_punct(en_tokenizer, wo_punct, w_punct): tokens = en_tokenizer(wo_punct) assert len(tokens) == 2 tokens = en_tokenizer(w_punct) assert len(tokens) == 3 @pytest.mark.parametrize('text', ["e.g.", "p.m.", "Jan.", "Dec.", "Inc."]) def test_en_tokenizer_handles_abbr(en_tokenizer, text): tokens = en_tokenizer(text) assert len(tokens) == 1 def test_en_tokenizer_handles_exc_in_text(en_tokenizer): text = "It's mediocre i.e. bad." tokens = en_tokenizer(text) assert len(tokens) == 6 assert tokens[3].text == "i.e." @pytest.mark.parametrize('text', ["1am", "12a.m.", "11p.m.", "4pm"]) def test_en_tokenizer_handles_times(en_tokenizer, text): tokens = en_tokenizer(text) assert len(tokens) == 2 assert tokens[1].lemma_ in ["a.m.", "p.m."] @pytest.mark.parametrize('text,norms', [("I'm", ["i", "am"]), ("shan't", ["shall", "not"])]) def test_en_tokenizer_norm_exceptions(en_tokenizer, text, norms): tokens = en_tokenizer(text) assert [token.norm_ for token in tokens] == norms @pytest.mark.parametrize('text,norm', [("radicalised", "radicalized"), ("cuz", "because")]) def test_en_lex_attrs_norm_exceptions(en_tokenizer, text, norm): tokens = en_tokenizer(text) assert tokens[0].norm_ == norm