mirror of
https://github.com/explosion/spaCy.git
synced 2024-11-11 12:18:04 +03:00
65 lines
1.8 KiB
Python
65 lines
1.8 KiB
Python
from __future__ import unicode_literals
|
|
from spacy.en import English
|
|
from spacy.attrs import IS_ALPHA, IS_ASCII, IS_DIGIT, IS_LOWER, IS_PUNCT
|
|
from spacy.attrs import IS_SPACE, IS_TITLE, IS_UPPER, LIKE_URL, LIKE_NUM
|
|
from spacy.attrs import IS_STOP
|
|
|
|
import pytest
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_strings(EN):
|
|
tokens = EN(u'Give it back! He pleaded.')
|
|
token = tokens[0]
|
|
assert token.orth_ == 'Give'
|
|
assert token.text == 'Give'
|
|
assert token.text_with_ws == 'Give '
|
|
assert token.lower_ == 'give'
|
|
assert token.shape_ == 'Xxxx'
|
|
assert token.prefix_ == 'G'
|
|
assert token.suffix_ == 'ive'
|
|
assert token.lemma_ == 'give'
|
|
assert token.pos_ == 'VERB'
|
|
assert token.tag_ == 'VB'
|
|
assert token.dep_ == 'ROOT'
|
|
|
|
|
|
def test_flags(EN):
|
|
tokens = EN(u'Give it back! He pleaded.')
|
|
token = tokens[0]
|
|
|
|
assert token.check_flag(IS_ALPHA)
|
|
assert not token.check_flag(IS_DIGIT)
|
|
# TODO: Test more of these, esp. if a bug is found
|
|
|
|
|
|
def test_single_token_string(EN):
|
|
tokens = EN(u'foobar')
|
|
assert tokens[0].text == 'foobar'
|
|
|
|
|
|
def test_is_properties(EN):
|
|
Hi, comma, my, email, is_, addr = EN(u'Hi, my email is test@me.com')
|
|
assert Hi.is_title
|
|
assert Hi.is_alpha
|
|
assert not Hi.is_digit
|
|
assert comma.is_punct
|
|
assert email.is_ascii
|
|
assert not email.like_url
|
|
assert is_.is_lower
|
|
assert addr.like_email
|
|
assert addr.is_oov
|
|
assert not Hi.is_oov
|
|
|
|
@pytest.mark.models
|
|
def test_vectors(EN):
|
|
apples, oranges, oov = EN(u'apples oranges ldskbjlsdkbflzdfbl')
|
|
assert apples.has_vector
|
|
assert oranges.has_vector
|
|
assert not oov.has_vector
|
|
assert apples.similarity(oranges) > apples.similarity(oov)
|
|
assert apples.similarity(oranges) == oranges.similarity(apples)
|
|
assert sum(apples.vector) != sum(oranges.vector)
|
|
assert apples.vector_norm != oranges.vector_norm
|
|
|