spaCy/spacy/tests/vocab_vectors/test_lexeme.py
2023-06-26 11:41:03 +02:00

85 lines
2.8 KiB
Python

import numpy
import pytest
from spacy.attrs import IS_ALPHA, IS_DIGIT
from spacy.lookups import Lookups
from spacy.tokens import Doc
from spacy.util import OOV_RANK
from spacy.vocab import Vocab
@pytest.mark.issue(361)
@pytest.mark.parametrize("text1,text2", [("cat", "dog")])
def test_issue361(en_vocab, text1, text2):
"""Test Issue #361: Equality of lexemes"""
assert en_vocab[text1] == en_vocab[text1]
assert en_vocab[text1] != en_vocab[text2]
@pytest.mark.issue(600)
def test_issue600():
vocab = Vocab()
doc = Doc(vocab, words=["hello"])
doc[0].tag_ = "NN"
@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