spaCy/tests/test_array.py

42 lines
1.1 KiB
Python

# coding: utf-8
from __future__ import unicode_literals
import pytest
from spacy.en import English
from spacy.en import attrs
EN = English()
def test_attr_of_token():
text = u'An example sentence.'
tokens = EN(text)
example = EN.vocab[u'example']
assert example.orth != example.shape
feats_array = tokens.to_array((attrs.ORTH, attrs.SHAPE))
assert feats_array[0][0] != feats_array[0][1]
def test_tag():
text = u'A nice sentence.'
tokens = EN(text)
assert tokens[0].tag != tokens[1].tag != tokens[2].tag != tokens[3].tag
feats_array = tokens.to_array((attrs.ORTH, attrs.TAG))
assert feats_array[0][1] == tokens[0].tag
assert feats_array[1][1] == tokens[1].tag
assert feats_array[2][1] == tokens[2].tag
assert feats_array[3][1] == tokens[3].tag
def test_dep():
text = u'A nice sentence.'
tokens = EN(text)
feats_array = tokens.to_array((attrs.ORTH, attrs.DEP))
assert feats_array[0][1] == tokens[0].dep
assert feats_array[1][1] == tokens[1].dep
assert feats_array[2][1] == tokens[2].dep
assert feats_array[3][1] == tokens[3].dep