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test: add test showing error PydanticModel #56

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test: add test showing error PydanticModel #56

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14 changes: 14 additions & 0 deletions tests/unit/test_pydantic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -111,3 +111,17 @@ def test_match_to_from_pydantic():
assert da_r[0].matches[0].scores['cosine']
assert isinstance(da_r[0].matches[0].scores, defaultdict)
assert isinstance(da_r[0].matches[0].scores['random_score'], NamedScore)


def test_pydantic_from_dict_ndarray():
from docarray import Document
import numpy as np
doc = Document()
doc.embedding = np.random.rand(2, 2)
pydantic_model1 = doc.to_pydantic_model()
assert len(pydantic_model1.embedding) == 2
for emb_dim in pydantic_model1.embedding:
assert len(emb_dim) == 2
pydantic_model2 = PydanticDocument(**doc.to_dict())
print(pydantic_model2.embedding)