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caeb262e86
* Search distance matrix REST API * apply Validator upgrade * min sample size is 2 thanks Luis * review: rethink pair view * remove rows-based similarity matrix output * fmt * upd openapi * we have only 70 apis now --------- Co-authored-by: generall <andrey@vasnetsov.com>
70 lines
2.4 KiB
Python
70 lines
2.4 KiB
Python
import pytest
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from .helpers.collection_setup import basic_collection_setup, drop_collection
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from .helpers.helpers import request_with_validation
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collection_name = "test_distance_matrix"
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@pytest.fixture(autouse=True, scope="module")
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def setup(on_disk_vectors):
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basic_collection_setup(collection_name=collection_name, on_disk_vectors=on_disk_vectors)
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yield
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drop_collection(collection_name=collection_name)
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def test_search_matrix_pairs():
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response = request_with_validation(
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api="/collections/{collection_name}/points/search/matrix/pairs",
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method="POST",
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path_params={"collection_name": collection_name},
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body={
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"sample": 10,
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"limit": 2,
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},
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)
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assert response.ok
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search_result = response.json()["result"]
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expected_result = {
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"pairs": [
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{"a": 1, "b": 3, "score": 1.4063001},
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{"a": 1, "b": 4, "score": 1.2531},
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{"a": 2, "b": 1, "score": 1.1550001},
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{"a": 2, "b": 8, "score": 1.1359},
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{"a": 3, "b": 1, "score": 1.4063001},
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{"a": 3, "b": 4, "score": 1.2218001},
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{"a": 4, "b": 1, "score": 1.2531},
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{"a": 4, "b": 3, "score": 1.2218001},
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{"a": 5, "b": 3, "score": 0.70239997},
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{"a": 5, "b": 1, "score": 0.6146},
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{"a": 6, "b": 3, "score": 0.6353},
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{"a": 6, "b": 4, "score": 0.5093},
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{"a": 7, "b": 3, "score": 1.0990001},
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{"a": 7, "b": 1, "score": 1.0349001},
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{"a": 8, "b": 2, "score": 1.1359},
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{"a": 8, "b": 3, "score": 1.0553},
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]
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}
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assert search_result == expected_result
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def test_search_matrix_offsets():
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response = request_with_validation(
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api="/collections/{collection_name}/points/search/matrix/offsets",
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method="POST",
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path_params={"collection_name": collection_name},
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body={
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"sample": 10,
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"limit": 2,
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},
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)
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assert response.ok
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search_result = response.json()["result"]
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expected_result = {
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'offsets_row': [0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7],
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'offsets_col': [2, 3, 0, 7, 0, 3, 0, 2, 2, 0, 2, 3, 2, 0, 1, 2],
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'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],
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'ids': [1, 2, 3, 4, 5, 6, 7, 8]
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}
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assert search_result == expected_result
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