mirror of https://github.com/explosion/spaCy.git
89 lines
2.3 KiB
Python
89 lines
2.3 KiB
Python
from __future__ import unicode_literals
|
|
import pytest
|
|
|
|
from spacy.tokens import Doc
|
|
|
|
def equal(doc1, doc2):
|
|
# tokens
|
|
assert [ t.orth for t in doc1 ] == [ t.orth for t in doc2 ]
|
|
|
|
# tags
|
|
assert [ t.pos for t in doc1 ] == [ t.pos for t in doc2 ]
|
|
assert [ t.tag for t in doc1 ] == [ t.tag for t in doc2 ]
|
|
|
|
# parse
|
|
assert [ t.head.i for t in doc1 ] == [ t.head.i for t in doc2 ]
|
|
assert [ t.dep for t in doc1 ] == [ t.dep for t in doc2 ]
|
|
|
|
if doc1.is_parsed and doc2.is_parsed:
|
|
assert [ s for s in doc1.sents ] == [ s for s in doc2.sents ]
|
|
|
|
# entities
|
|
assert [ t.ent_type for t in doc1 ] == [ t.ent_type for t in doc2 ]
|
|
assert [ t.ent_iob for t in doc1 ] == [ t.ent_iob for t in doc2 ]
|
|
assert [ ent for ent in doc1.ents ] == [ ent for ent in doc2.ents ]
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=False,parse=False,entity=False)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_tags(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=True,parse=False,entity=False)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_parse(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=False,parse=True,entity=False)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_ner(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=False,parse=False,entity=True)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_tags_parse(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=True,parse=True,entity=True)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_tags_ner(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=True,parse=False,entity=True)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_ner_parse(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=False,parse=True,entity=True)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|
|
|
|
|
|
@pytest.mark.models
|
|
def test_serialize_tokens_tags_parse_ner(EN):
|
|
doc1 = EN(u'This is a test sentence.',tag=True,parse=True,entity=True)
|
|
|
|
doc2 = Doc(EN.vocab).from_bytes(doc1.to_bytes())
|
|
equal(doc1,doc2)
|