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raising error when adding alias for unknown entity + unit test
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@ -39,13 +39,15 @@ cdef class KnowledgeBase:
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cdef vector[float] probs
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for entity, prob in zip(entities, probabilities):
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entity_hash = self.strings.add(entity)
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entity_hash = self.strings[entity]
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if not entity_hash in self._entry_index:
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raise ValueError("Alias '" + alias + "' defined for unknown entity '" + entity + "'")
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entry_index = <int64_t>self._entry_index.get(entity_hash)
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entry_indices.push_back(int(entry_index))
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probs.push_back(float(prob))
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# TODO: check that alias hadn't been defined before
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# TODO: check that entity is already in this KB (entity_index is OK)
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# TODO: check sum(probabilities) <= 1
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# TODO: check len(entities) == len(probabilities)
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@ -7,6 +7,10 @@ def create_kb():
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print("kb size", len(mykb), mykb.get_size_entities(), mykb.get_size_aliases())
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# adding entities
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entity_0 = "Q0" # douglas adams
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mykb.add_entity(entity_id=entity_0, prob=0.5)
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print(" adding entity", entity_0)
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entity_42 = "Q42" # douglas adams
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mykb.add_entity(entity_id=entity_42, prob=0.5)
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print(" adding entity", entity_42)
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@ -18,7 +22,7 @@ def create_kb():
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print("kb size", len(mykb), mykb.get_size_entities(), mykb.get_size_aliases())
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# adding aliases
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alias = "douglas"
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alias = "douglassss"
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print(" adding alias", alias)
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mykb.add_alias(alias=alias, entities=["Q42", "Q5301561"], probabilities=[0.8, 0.2])
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29
spacy/tests/pipeline/test_el.py
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29
spacy/tests/pipeline/test_el.py
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@ -0,0 +1,29 @@
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import pytest
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from spacy.kb import KnowledgeBase
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def test_kb_valid_entities():
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mykb = KnowledgeBase()
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# adding entities
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mykb.add_entity(entity_id="Q1", prob=0.5)
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mykb.add_entity(entity_id="Q2", prob=0.5)
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mykb.add_entity(entity_id="Q3", prob=0.5)
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# adding aliases
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mykb.add_alias(alias="douglassss", entities=["Q2", "Q3"], probabilities=[0.8, 0.2])
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def test_kb_invalid_entities():
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mykb = KnowledgeBase()
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# adding entities
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mykb.add_entity(entity_id="Q1", prob=0.5)
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mykb.add_entity(entity_id="Q2", prob=0.5)
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mykb.add_entity(entity_id="Q3", prob=0.5)
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# adding aliases - should fail because one of the given IDs is not valid
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with pytest.raises(ValueError):
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mykb.add_alias(alias="douglassss", entities=["Q2", "Q342"], probabilities=[0.8, 0.2])
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