mirror of
https://github.com/explosion/spaCy.git
synced 2024-11-14 13:47:13 +03:00
89 lines
3.0 KiB
Python
89 lines
3.0 KiB
Python
# coding: utf8
|
|
from __future__ import unicode_literals
|
|
|
|
import pytest
|
|
from spacy.tokens import Span
|
|
from spacy.language import Language
|
|
from spacy.pipeline import EntityRuler
|
|
from spacy import load
|
|
import srsly
|
|
|
|
from ..util import make_tempdir
|
|
|
|
|
|
@pytest.fixture
|
|
def patterns():
|
|
return [
|
|
{"label": "HELLO", "pattern": "hello world"},
|
|
{"label": "BYE", "pattern": [{"LOWER": "bye"}, {"LOWER": "bye"}]},
|
|
{"label": "HELLO", "pattern": [{"ORTH": "HELLO"}]},
|
|
{"label": "COMPLEX", "pattern": [{"ORTH": "foo", "OP": "*"}]},
|
|
{"label": "TECH_ORG", "pattern": "Apple", "id": "a1"},
|
|
]
|
|
|
|
|
|
@pytest.fixture
|
|
def add_ent():
|
|
def add_ent_component(doc):
|
|
doc.ents = [Span(doc, 0, 3, label=doc.vocab.strings["ORG"])]
|
|
return doc
|
|
|
|
return add_ent_component
|
|
|
|
|
|
def test_entity_ruler_existing_overwrite_serialize_bytes(patterns, en_vocab):
|
|
nlp = Language(vocab=en_vocab)
|
|
ruler = EntityRuler(nlp, patterns=patterns, overwrite_ents=True)
|
|
ruler_bytes = ruler.to_bytes()
|
|
assert len(ruler) == len(patterns)
|
|
assert len(ruler.labels) == 4
|
|
assert ruler.overwrite
|
|
new_ruler = EntityRuler(nlp)
|
|
new_ruler = new_ruler.from_bytes(ruler_bytes)
|
|
assert len(new_ruler) == len(ruler)
|
|
assert len(new_ruler.labels) == 4
|
|
assert new_ruler.overwrite == ruler.overwrite
|
|
assert new_ruler.ent_id_sep == ruler.ent_id_sep
|
|
|
|
|
|
def test_entity_ruler_existing_bytes_old_format_safe(patterns, en_vocab):
|
|
nlp = Language(vocab=en_vocab)
|
|
ruler = EntityRuler(nlp, patterns=patterns, overwrite_ents=True)
|
|
bytes_old_style = srsly.msgpack_dumps(ruler.patterns)
|
|
new_ruler = EntityRuler(nlp)
|
|
new_ruler = new_ruler.from_bytes(bytes_old_style)
|
|
assert len(new_ruler) == len(ruler)
|
|
for pattern in ruler.patterns:
|
|
assert pattern in new_ruler.patterns
|
|
assert new_ruler.overwrite is not ruler.overwrite
|
|
|
|
|
|
def test_entity_ruler_from_disk_old_format_safe(patterns, en_vocab):
|
|
nlp = Language(vocab=en_vocab)
|
|
ruler = EntityRuler(nlp, patterns=patterns, overwrite_ents=True)
|
|
with make_tempdir() as tmpdir:
|
|
out_file = tmpdir / "entity_ruler"
|
|
srsly.write_jsonl(out_file.with_suffix(".jsonl"), ruler.patterns)
|
|
new_ruler = EntityRuler(nlp).from_disk(out_file)
|
|
for pattern in ruler.patterns:
|
|
assert pattern in new_ruler.patterns
|
|
assert len(new_ruler) == len(ruler)
|
|
assert new_ruler.overwrite is not ruler.overwrite
|
|
|
|
|
|
def test_entity_ruler_in_pipeline_from_issue(patterns, en_vocab):
|
|
nlp = Language(vocab=en_vocab)
|
|
ruler = EntityRuler(nlp, overwrite_ents=True)
|
|
|
|
ruler.add_patterns([{"label": "ORG", "pattern": "Apple"}])
|
|
nlp.add_pipe(ruler)
|
|
with make_tempdir() as tmpdir:
|
|
nlp.to_disk(tmpdir)
|
|
ruler = nlp.get_pipe("entity_ruler")
|
|
assert ruler.patterns == [{"label": "ORG", "pattern": "Apple"}]
|
|
assert ruler.overwrite is True
|
|
nlp2 = load(tmpdir)
|
|
new_ruler = nlp2.get_pipe("entity_ruler")
|
|
assert new_ruler.patterns == [{"label": "ORG", "pattern": "Apple"}]
|
|
assert new_ruler.overwrite is True
|