spaCy/spacy/tests/regression/test_issue3209.py

23 lines
779 B
Python
Raw Normal View History

2019-02-12 14:13:01 +00:00
'''Test that labels are mapped to classes consistently when loading NER model.'''
from __future__ import unicode_literals
from spacy.lang.en import English
def test_issue3209():
'''Test issue that occurred in spaCy nightly where NER labels were being
mapped to classes incorrectly after loading the model, when the labels
were added using ner.add_label().
'''
nlp = English()
ner = nlp.create_pipe('ner')
nlp.add_pipe(ner)
ner.add_label('ANIMAL')
nlp.begin_training()
move_names = ['O', 'B-ANIMAL', 'I-ANIMAL', 'L-ANIMAL', 'U-ANIMAL']
assert ner.move_names == move_names
nlp2 = English()
nlp2.add_pipe(nlp2.create_pipe('ner'))
nlp2.from_bytes(nlp.to_bytes())
assert nlp2.get_pipe('ner').move_names == move_names