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import pytest
from .helpers.collection_setup import basic_collection_setup, drop_collection
from .helpers.helpers import request_with_validation
@pytest.fixture(autouse=True)
def setup(on_disk_vectors, collection_name):
basic_collection_setup(collection_name=collection_name, on_disk_vectors=on_disk_vectors)
yield
drop_collection(collection_name=collection_name)
def test_search_with_threshold(collection_name):
response = request_with_validation(
api='/collections/{collection_name}/points/search',
method="POST",
path_params={'collection_name': collection_name},
body={
"vector": [0.2, 0.1, 0.9, 0.7],
"limit": 3
}
)
assert response.ok
assert len(response.json()['result']) == 3
more_than_second_score = response.json()['result'][1]['score'] + 0.0001
less_than_second_score = response.json()['result'][1]['score'] - 0.0001
response = request_with_validation(
api='/collections/{collection_name}/points/search',
method="POST",
path_params={'collection_name': collection_name},
body={
"vector": [0.2, 0.1, 0.9, 0.7],
"limit": 3,
"score_threshold": more_than_second_score
}
)
assert response.ok
assert len(response.json()['result']) == 1
response = request_with_validation(
api='/collections/{collection_name}/points/search',
method="POST",
path_params={'collection_name': collection_name},
body={
"vector": [0.2, 0.1, 0.9, 0.7],
"limit": 3,
"score_threshold": less_than_second_score
}
)
assert response.ok
assert len(response.json()['result']) == 2
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