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Merged
JoanFM merged 5 commits into from
Oct 3, 2022
Merged

test(weaviate): add test cases for weaviate #570

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f1bd2e8
test(weaviate): add test cases for weaviate
jonathan-rowley Sep 27, 2022
2f4305f
Merge branch 'main' into adding-weaviate-tests
Sep 28, 2022
d811626
Merge branch 'jina-ai:main' into adding-weaviate-tests
jonathan-rowley Sep 29, 2022
e750e40
Merge branch 'main' into adding-weaviate-tests
Sep 30, 2022
c4009e9
Merge branch 'main' into adding-weaviate-tests
Oct 3, 2022
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Empty file added tests/unit/array/storage/weaviate/__init__.py
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27 changes: 27 additions & 0 deletions tests/unit/array/storage/weaviate/test_additional_properties.py
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from docarray import Document, DocumentArray


def test_get_additional(start_storage):
da = DocumentArray(storage="weaviate", config={"n_dim": 3})

with da:
da.extend(
[
Document(embedding=[0, 0, 0]),
Document(embedding=[2, 2, 2]),
Document(embedding=[4, 4, 4]),
Document(embedding=[2, 2, 2]),
Document(embedding=[4, 4, 4]),
]
)

additional = ["creationTimeUnix", "lastUpdateTimeUnix"]
results = da.find(
DocumentArray([Document(embedding=[2, 2, 2])]),
limit=1,
additional=additional,
)

for res in results:
assert res[:, "tags__creationTimeUnix"][0] is not None
assert res[:, "tags__lastUpdateTimeUnix"][0] is not None
30 changes: 30 additions & 0 deletions tests/unit/array/storage/weaviate/test_query_params.py
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from docarray import Document, DocumentArray
import numpy as np


def find_random(da, target_certainty):
return da.find(
DocumentArray([Document(embedding=np.random.randint(10, size=10))]),
query_params={"certainty": target_certainty},
)[0]


def test_certainty_filter(start_storage):
nrof_docs = 100
target_certainty = 0.98
da = DocumentArray(storage="weaviate", config={"n_dim": 10})

with da:
da.extend(
[
Document(embedding=np.random.randint(10, size=10))
for i in range(1, nrof_docs)
],
)

results = []
while len(results) == 0:
results = find_random(da, target_certainty)

for res in results:
assert res.scores["weaviate_certainty"].value >= target_certainty