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