spaCy/tests/test_tokenizer.py

68 lines
2.0 KiB
Python

from __future__ import unicode_literals
from spacy.en import EN
def test_single_word():
lex_ids = EN.tokenize(u'hello')
assert lex_ids[0].string == EN.lexicon.lookup(u'hello').string
def test_two_words():
words = EN.tokenize('hello possums')
assert len(words) == 2
assert words[0].string == EN.lexicon.lookup('hello').string
assert words[0].string != words[1].string
def test_punct():
tokens = EN.tokenize('hello, possums.')
assert len(tokens) == 3
assert tokens[0].string == EN.lexicon.lookup('hello').string
assert tokens[1].string == EN.lexicon.lookup(',').string
assert tokens[2].string == EN.lexicon.lookup('possums.').string
assert tokens[1].string != EN.lexicon.lookup('hello').string
def test_digits():
lex_ids = EN.tokenize('The year: 1984.')
assert lex_ids.string(3) == "1984."
assert len(lex_ids) == 4
assert lex_ids[0].string == EN.lexicon.lookup('The').string
assert lex_ids[3].string == EN.lexicon.lookup('1984.').string
def test_contraction():
lex_ids = EN.tokenize("don't giggle")
assert len(lex_ids) == 3
assert lex_ids[1].string == EN.lexicon.lookup("not").string
lex_ids = EN.tokenize("i said don't!")
assert len(lex_ids) == 5
assert lex_ids[4].string == EN.lexicon.lookup('!').string
def test_contraction_punct():
tokens = EN.tokenize("(can't")
assert len(tokens) == 3
tokens = EN.tokenize("`ain't")
assert len(tokens) == 3
tokens = EN.tokenize('''"isn't''')
assert len(tokens) == 3
tokens = EN.tokenize("can't!")
assert len(tokens) == 3
def test_sample():
text = """Tributes pour in for late British Labour Party leader
Tributes poured in from around the world Thursday
to the late Labour Party leader John Smith, who died earlier from a massive
heart attack aged 55.
In Washington, the US State Department issued a statement regretting "the
untimely death" of the rapier-tongued Scottish barrister and parliamentarian.
"Mr. Smith, throughout his distinguished"""
tokens = EN.tokenize(text)
assert len(tokens) > 5