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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, scope="module")
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_matrix_pairs(collection_name):
response = request_with_validation(
api="/collections/{collection_name}/points/search/matrix/pairs",
method="POST",
path_params={"collection_name": collection_name},
body={
"sample": 10,
"limit": 2,
},
)
assert response.ok
search_result = response.json()["result"]
expected_result = {
"pairs": [
{"a": 1, "b": 3, "score": 1.4063001},
{"a": 1, "b": 4, "score": 1.2531},
{"a": 2, "b": 1, "score": 1.1550001},
{"a": 2, "b": 8, "score": 1.1359},
{"a": 3, "b": 1, "score": 1.4063001},
{"a": 3, "b": 4, "score": 1.2218001},
{"a": 4, "b": 1, "score": 1.2531},
{"a": 4, "b": 3, "score": 1.2218001},
{"a": 5, "b": 3, "score": 0.70239997},
{"a": 5, "b": 1, "score": 0.6146},
{"a": 6, "b": 3, "score": 0.6353},
{"a": 6, "b": 4, "score": 0.5093},
{"a": 7, "b": 3, "score": 1.0990001},
{"a": 7, "b": 1, "score": 1.0349001},
{"a": 8, "b": 2, "score": 1.1359},
{"a": 8, "b": 3, "score": 1.0553},
]
}
assert search_result == expected_result
def test_search_matrix_offsets(collection_name):
response = request_with_validation(
api="/collections/{collection_name}/points/search/matrix/offsets",
method="POST",
path_params={"collection_name": collection_name},
body={
"sample": 10,
"limit": 2,
},
)
assert response.ok
search_result = response.json()["result"]
expected_result = {
'offsets_row': [0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7],
'offsets_col': [2, 3, 0, 7, 0, 3, 0, 2, 2, 0, 2, 3, 2, 0, 1, 2],
'scores': [1.4063001, 1.2531, 1.1550001, 1.1359, 1.4063001, 1.2218001, 1.2531, 1.2218001, 0.70239997, 0.6146, 0.6353, 0.5093, 1.0990001, 1.0349001, 1.1359, 1.0553],
'ids': [1, 2, 3, 4, 5, 6, 7, 8]
}
assert search_result == expected_result
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