mirror of
https://github.com/qdrant/qdrant.git
synced 2026-07-31 15:11:35 -05:00
59 lines
1.7 KiB
Python
59 lines
1.7 KiB
Python
import pytest
|
|
|
|
from .helpers.collection_setup import basic_collection_setup, drop_collection
|
|
from .helpers.helpers import request_with_validation
|
|
|
|
collection_name = 'test_collection_threshold'
|
|
|
|
|
|
@pytest.fixture(autouse=True)
|
|
def setup(on_disk_vectors):
|
|
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():
|
|
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
|