spaCy/spacy/tests/doc/test_add_entities.py
2017-01-11 19:00:52 +01:00

24 lines
662 B
Python

# coding: utf-8
from __future__ import unicode_literals
from ...pipeline import EntityRecognizer
from ..util import get_doc
import pytest
def test_doc_add_entities_set_ents_iob(en_vocab):
text = ["This", "is", "a", "lion"]
doc = get_doc(en_vocab, text)
ner = EntityRecognizer(en_vocab, features=[(2,), (3,)])
ner(doc)
assert len(list(doc.ents)) == 0
assert [w.ent_iob_ for w in doc] == (['O'] * len(doc))
doc.ents = [(doc.vocab.strings['ANIMAL'], 3, 4)]
assert [w.ent_iob_ for w in doc] == ['O', 'O', 'O', 'B']
doc.ents = [(doc.vocab.strings['WORD'], 0, 2)]
assert [w.ent_iob_ for w in doc] == ['B', 'I', 'O', 'O']