import pytest import numpy from spacy.attrs import IS_ALPHA, IS_DIGIT from spacy.util import OOV_RANK @pytest.mark.parametrize("text1,prob1,text2,prob2", [("NOUN", -1, "opera", -2)]) def test_vocab_lexeme_lt(en_vocab, text1, text2, prob1, prob2): """More frequent is l.t. less frequent""" lex1 = en_vocab[text1] lex1.prob = prob1 lex2 = en_vocab[text2] lex2.prob = prob2 assert lex1 < lex2 assert lex2 > lex1 @pytest.mark.parametrize("text1,text2", [("phantom", "opera")]) def test_vocab_lexeme_hash(en_vocab, text1, text2): """Test that lexemes are hashable.""" lex1 = en_vocab[text1] lex2 = en_vocab[text2] lexes = {lex1: lex1, lex2: lex2} assert lexes[lex1].orth_ == text1 assert lexes[lex2].orth_ == text2 def test_vocab_lexeme_is_alpha(en_vocab): assert en_vocab["the"].flags & (1 << IS_ALPHA) assert not en_vocab["1999"].flags & (1 << IS_ALPHA) assert not en_vocab["hello1"].flags & (1 << IS_ALPHA) def test_vocab_lexeme_is_digit(en_vocab): assert not en_vocab["the"].flags & (1 << IS_DIGIT) assert en_vocab["1999"].flags & (1 << IS_DIGIT) assert not en_vocab["hello1"].flags & (1 << IS_DIGIT) def test_vocab_lexeme_add_flag_auto_id(en_vocab): is_len4 = en_vocab.add_flag(lambda string: len(string) == 4) assert en_vocab["1999"].check_flag(is_len4) is True assert en_vocab["1999"].check_flag(IS_DIGIT) is True assert en_vocab["199"].check_flag(is_len4) is False assert en_vocab["199"].check_flag(IS_DIGIT) is True assert en_vocab["the"].check_flag(is_len4) is False assert en_vocab["dogs"].check_flag(is_len4) is True def test_vocab_lexeme_add_flag_provided_id(en_vocab): is_len4 = en_vocab.add_flag(lambda string: len(string) == 4, flag_id=IS_DIGIT) assert en_vocab["1999"].check_flag(is_len4) is True assert en_vocab["199"].check_flag(is_len4) is False assert en_vocab["199"].check_flag(IS_DIGIT) is False assert en_vocab["the"].check_flag(is_len4) is False assert en_vocab["dogs"].check_flag(is_len4) is True en_vocab.add_flag(lambda string: string.isdigit(), flag_id=IS_DIGIT) def test_vocab_lexeme_oov_rank(en_vocab): """Test that default rank is OOV_RANK.""" lex = en_vocab["word"] assert OOV_RANK == numpy.iinfo(numpy.uint64).max assert lex.rank == OOV_RANK