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Entity ruler remove pattern (#9685)
* added ruler coe * added error for none existing pattern * changed error to warning * changed error to warning * added basic tests * fixed place * added test files * went back to error * went back to pattern error * minor change to docs * changed style * changed doc * changed error slightly * added remove to phrasem api * error key already existed * phrase matcher match code to api * blacked tests * moved comments before expr * corrected error no * Update website/docs/api/entityruler.md Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Update website/docs/api/entityruler.md Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
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@ -889,6 +889,8 @@ class Errors(metaclass=ErrorsWithCodes):
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"Non-UD tags should use the `tag` property.")
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E1022 = ("Words must be of type str or int, but input is of type '{wtype}'")
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E1023 = ("Couldn't read EntityRuler from the {path}. This file doesn't exist.")
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E1024 = ("A pattern with ID \"{ent_id}\" is not present in EntityRuler patterns.")
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# Deprecated model shortcuts, only used in errors and warnings
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@ -8,12 +8,9 @@ class PhraseMatcher:
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def __init__(
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self, vocab: Vocab, attr: Optional[Union[int, str]], validate: bool = ...
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) -> None: ...
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def __call__(
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self,
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doclike: Union[Doc, Span],
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*,
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as_spans: bool = ...,
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) -> Union[List[Tuple[int, int, int]], List[Span]]: ...
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def __reduce__(self) -> Any: ...
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def __len__(self) -> int: ...
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def __contains__(self, key: str) -> bool: ...
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def add(
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self,
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key: str,
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@ -23,3 +20,10 @@ class PhraseMatcher:
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Callable[[Matcher, Doc, int, List[Tuple[Any, ...]]], Any]
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] = ...,
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) -> None: ...
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def remove(self, key: str) -> None: ...
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def __call__(
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self,
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doclike: Union[Doc, Span],
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*,
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as_spans: bool = ...,
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) -> Union[List[Tuple[int, int, int]], List[Span]]: ...
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@ -348,6 +348,46 @@ class EntityRuler(Pipe):
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self.nlp.vocab, attr=self.phrase_matcher_attr, validate=self._validate
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)
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def remove(self, ent_id: str) -> None:
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"""Remove a pattern by its ent_id if a pattern with this ent_id was added before
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ent_id (str): id of the pattern to be removed
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RETURNS: None
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DOCS: https://spacy.io/api/entityruler#remove
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"""
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label_id_pairs = [
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(label, eid) for (label, eid) in self._ent_ids.values() if eid == ent_id
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]
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if not label_id_pairs:
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raise ValueError(Errors.E1024.format(ent_id=ent_id))
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created_labels = [
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self._create_label(label, eid) for (label, eid) in label_id_pairs
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]
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# remove the patterns from self.phrase_patterns
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self.phrase_patterns = defaultdict(
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list,
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{
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label: val
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for (label, val) in self.phrase_patterns.items()
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if label not in created_labels
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},
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)
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# remove the patterns from self.token_pattern
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self.token_patterns = defaultdict(
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list,
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{
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label: val
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for (label, val) in self.token_patterns.items()
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if label not in created_labels
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},
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)
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# remove the patterns from self.token_pattern
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for label in created_labels:
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if label in self.phrase_matcher:
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self.phrase_matcher.remove(label)
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else:
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self.matcher.remove(label)
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def _require_patterns(self) -> None:
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"""Raise a warning if this component has no patterns defined."""
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if len(self) == 0:
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@ -373,3 +373,185 @@ def test_entity_ruler_serialize_dir(nlp, patterns):
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ruler.from_disk(d / "test_ruler") # read from an existing directory
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with pytest.raises(ValueError):
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ruler.from_disk(d / "non_existing_dir") # read from a bad directory
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def test_entity_ruler_remove_basic(nlp):
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ruler = EntityRuler(nlp)
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patterns = [
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{"label": "PERSON", "pattern": "Duygu", "id": "duygu"},
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{"label": "ORG", "pattern": "ACME", "id": "acme"},
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{"label": "ORG", "pattern": "ACM"},
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]
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ruler.add_patterns(patterns)
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doc = ruler(nlp.make_doc("Duygu went to school"))
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assert len(ruler.patterns) == 3
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assert len(doc.ents) == 1
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assert doc.ents[0].label_ == "PERSON"
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assert doc.ents[0].text == "Duygu"
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assert "PERSON||duygu" in ruler.phrase_matcher
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ruler.remove("duygu")
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doc = ruler(nlp.make_doc("Duygu went to school"))
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assert len(doc.ents) == 0
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assert "PERSON||duygu" not in ruler.phrase_matcher
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assert len(ruler.patterns) == 2
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def test_entity_ruler_remove_same_id_multiple_patterns(nlp):
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ruler = EntityRuler(nlp)
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patterns = [
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{"label": "PERSON", "pattern": "Duygu", "id": "duygu"},
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{"label": "ORG", "pattern": "DuyguCorp", "id": "duygu"},
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{"label": "ORG", "pattern": "ACME", "id": "acme"},
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]
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ruler.add_patterns(patterns)
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doc = ruler(nlp.make_doc("Duygu founded DuyguCorp and ACME."))
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assert len(ruler.patterns) == 3
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assert "PERSON||duygu" in ruler.phrase_matcher
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assert "ORG||duygu" in ruler.phrase_matcher
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assert len(doc.ents) == 3
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ruler.remove("duygu")
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doc = ruler(nlp.make_doc("Duygu founded DuyguCorp and ACME."))
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assert len(ruler.patterns) == 1
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assert "PERSON||duygu" not in ruler.phrase_matcher
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assert "ORG||duygu" not in ruler.phrase_matcher
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assert len(doc.ents) == 1
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def test_entity_ruler_remove_nonexisting_pattern(nlp):
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ruler = EntityRuler(nlp)
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patterns = [
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{"label": "PERSON", "pattern": "Duygu", "id": "duygu"},
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{"label": "ORG", "pattern": "ACME", "id": "acme"},
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{"label": "ORG", "pattern": "ACM"},
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]
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ruler.add_patterns(patterns)
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assert len(ruler.patterns) == 3
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with pytest.raises(ValueError):
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ruler.remove("nepattern")
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assert len(ruler.patterns) == 3
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def test_entity_ruler_remove_several_patterns(nlp):
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ruler = EntityRuler(nlp)
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patterns = [
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{"label": "PERSON", "pattern": "Duygu", "id": "duygu"},
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{"label": "ORG", "pattern": "ACME", "id": "acme"},
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{"label": "ORG", "pattern": "ACM"},
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]
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ruler.add_patterns(patterns)
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doc = ruler(nlp.make_doc("Duygu founded her company ACME."))
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assert len(ruler.patterns) == 3
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assert len(doc.ents) == 2
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assert doc.ents[0].label_ == "PERSON"
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assert doc.ents[0].text == "Duygu"
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assert doc.ents[1].label_ == "ORG"
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assert doc.ents[1].text == "ACME"
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ruler.remove("duygu")
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doc = ruler(nlp.make_doc("Duygu founded her company ACME"))
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assert len(ruler.patterns) == 2
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assert len(doc.ents) == 1
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assert doc.ents[0].label_ == "ORG"
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assert doc.ents[0].text == "ACME"
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ruler.remove("acme")
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doc = ruler(nlp.make_doc("Duygu founded her company ACME"))
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assert len(ruler.patterns) == 1
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assert len(doc.ents) == 0
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def test_entity_ruler_remove_patterns_in_a_row(nlp):
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ruler = EntityRuler(nlp)
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patterns = [
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{"label": "PERSON", "pattern": "Duygu", "id": "duygu"},
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{"label": "ORG", "pattern": "ACME", "id": "acme"},
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{"label": "DATE", "pattern": "her birthday", "id": "bday"},
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{"label": "ORG", "pattern": "ACM"},
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]
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ruler.add_patterns(patterns)
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doc = ruler(nlp.make_doc("Duygu founded her company ACME on her birthday"))
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assert len(doc.ents) == 3
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assert doc.ents[0].label_ == "PERSON"
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assert doc.ents[0].text == "Duygu"
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assert doc.ents[1].label_ == "ORG"
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assert doc.ents[1].text == "ACME"
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assert doc.ents[2].label_ == "DATE"
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assert doc.ents[2].text == "her birthday"
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ruler.remove("duygu")
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ruler.remove("acme")
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ruler.remove("bday")
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doc = ruler(nlp.make_doc("Duygu went to school"))
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assert len(doc.ents) == 0
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def test_entity_ruler_remove_all_patterns(nlp):
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ruler = EntityRuler(nlp)
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patterns = [
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{"label": "PERSON", "pattern": "Duygu", "id": "duygu"},
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{"label": "ORG", "pattern": "ACME", "id": "acme"},
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{"label": "DATE", "pattern": "her birthday", "id": "bday"},
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]
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ruler.add_patterns(patterns)
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assert len(ruler.patterns) == 3
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ruler.remove("duygu")
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assert len(ruler.patterns) == 2
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ruler.remove("acme")
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assert len(ruler.patterns) == 1
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ruler.remove("bday")
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assert len(ruler.patterns) == 0
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with pytest.warns(UserWarning):
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doc = ruler(nlp.make_doc("Duygu founded her company ACME on her birthday"))
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assert len(doc.ents) == 0
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def test_entity_ruler_remove_and_add(nlp):
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ruler = EntityRuler(nlp)
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patterns = [{"label": "DATE", "pattern": "last time"}]
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ruler.add_patterns(patterns)
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doc = ruler(
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nlp.make_doc("I saw him last time we met, this time he brought some flowers")
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)
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assert len(ruler.patterns) == 1
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assert len(doc.ents) == 1
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assert doc.ents[0].label_ == "DATE"
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assert doc.ents[0].text == "last time"
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patterns1 = [{"label": "DATE", "pattern": "this time", "id": "ttime"}]
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ruler.add_patterns(patterns1)
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doc = ruler(
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nlp.make_doc("I saw him last time we met, this time he brought some flowers")
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)
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assert len(ruler.patterns) == 2
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assert len(doc.ents) == 2
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assert doc.ents[0].label_ == "DATE"
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assert doc.ents[0].text == "last time"
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assert doc.ents[1].label_ == "DATE"
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assert doc.ents[1].text == "this time"
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ruler.remove("ttime")
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doc = ruler(
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nlp.make_doc("I saw him last time we met, this time he brought some flowers")
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)
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assert len(ruler.patterns) == 1
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assert len(doc.ents) == 1
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assert doc.ents[0].label_ == "DATE"
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assert doc.ents[0].text == "last time"
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ruler.add_patterns(patterns1)
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doc = ruler(
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nlp.make_doc("I saw him last time we met, this time he brought some flowers")
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)
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assert len(ruler.patterns) == 2
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assert len(doc.ents) == 2
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patterns2 = [{"label": "DATE", "pattern": "another time", "id": "ttime"}]
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ruler.add_patterns(patterns2)
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doc = ruler(
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nlp.make_doc(
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"I saw him last time we met, this time he brought some flowers, another time some chocolate."
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)
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)
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assert len(ruler.patterns) == 3
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assert len(doc.ents) == 3
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ruler.remove("ttime")
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doc = ruler(
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nlp.make_doc(
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"I saw him last time we met, this time he brought some flowers, another time some chocolate."
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)
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)
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assert len(ruler.patterns) == 1
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assert len(doc.ents) == 1
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@ -210,6 +210,24 @@ of dicts) or a phrase pattern (string). For more details, see the usage guide on
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| ---------- | ---------------------------------------------------------------- |
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| `patterns` | The patterns to add. ~~List[Dict[str, Union[str, List[dict]]]]~~ |
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## EntityRuler.remove {#remove tag="method" new="3.2.1"}
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Remove a pattern by its ID from the entity ruler. A `ValueError` is raised if the ID does not exist.
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> #### Example
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>
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> ```python
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> patterns = [{"label": "ORG", "pattern": "Apple", "id": "apple"}]
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> ruler = nlp.add_pipe("entity_ruler")
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> ruler.add_patterns(patterns)
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> ruler.remove("apple")
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> ```
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| Name | Description |
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| ---------- | ---------------------------------------------------------------- |
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| `id` | The ID of the pattern rule. ~~str~~ |
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## EntityRuler.to_disk {#to_disk tag="method"}
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Save the entity ruler patterns to a directory. The patterns will be saved as
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