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import time |
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import random |
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import pdb |
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import copy |
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import threading |
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import logging |
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from multiprocessing import Pool, Process |
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import pytest |
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from utils import * |
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from constants import * |
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field_name = default_float_vec_field_name |
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default_single_query = { |
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"bool": { |
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"must": [ |
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{"vector": {field_name: {"topk": 10, "metric_type":"L2", "query": gen_vectors(1, default_dim), "params": {"nprobe": 10}}}} |
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] |
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} |
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} |
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class TestDeleteBase: |
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""" |
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****************************************************************** |
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The following cases are used to test `delete_entity_by_id` function |
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****************************************************************** |
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""" |
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View Code Duplication |
@pytest.fixture( |
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scope="function", |
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params=gen_simple_index() |
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) |
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def get_simple_index(self, request, connect): |
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if str(connect._cmd("mode")) == "GPU": |
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if not request.param["index_type"] not in ivf(): |
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pytest.skip("Only support index_type: idmap/ivf") |
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if str(connect._cmd("mode")) == "CPU": |
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if request.param["index_type"] in index_cpu_not_support(): |
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pytest.skip("CPU not support index_type: ivf_sq8h") |
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return request.param |
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@pytest.fixture( |
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scope="function", |
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params=[ |
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1, |
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2000 |
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], |
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) |
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def insert_count(self, request): |
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yield request.param |
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def test_delete_entity_id_not_exised(self, connect, collection): |
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''' |
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target: test delete entity, params entity_id not existed |
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method: add entity and delete |
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expected: status DELETED |
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''' |
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ids = connect.bulk_insert(collection, default_entity) |
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connect.flush([collection]) |
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status = connect.delete_entity_by_id(collection, [0]) |
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assert status |
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def test_delete_empty_collection(self, connect, collection): |
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''' |
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target: test delete entity, params collection_name not existed |
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method: add entity and delete |
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expected: status DELETED |
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''' |
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status = connect.delete_entity_by_id(collection, [0]) |
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assert status |
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def test_delete_entity_collection_not_existed(self, connect, collection): |
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''' |
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target: test delete entity, params collection_name not existed |
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method: add entity and delete |
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expected: error raised |
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''' |
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collection_new = gen_unique_str() |
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with pytest.raises(Exception) as e: |
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status = connect.delete_entity_by_id(collection_new, [0]) |
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def test_delete_entity_collection_not_existed(self, connect, collection): |
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''' |
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target: test delete entity, params collection_name not existed |
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method: add entity and delete |
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expected: error raised |
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''' |
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ids = connect.bulk_insert(collection, default_entity) |
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connect.flush([collection]) |
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collection_new = gen_unique_str() |
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with pytest.raises(Exception) as e: |
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status = connect.delete_entity_by_id(collection_new, [0]) |
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def test_insert_delete(self, connect, collection, insert_count): |
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''' |
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target: test delete entity |
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method: add entities and delete |
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expected: no error raised |
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''' |
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entities = gen_entities(insert_count) |
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ids = connect.bulk_insert(collection, entities) |
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connect.flush([collection]) |
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delete_ids = [ids[0]] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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assert status |
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connect.flush([collection]) |
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res_count = connect.count_entities(collection) |
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assert res_count == insert_count - 1 |
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View Code Duplication |
def test_insert_delete_A(self, connect, collection): |
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''' |
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target: test delete entity |
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method: add entities and delete one in collection, and one not in collection |
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expected: no error raised |
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''' |
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ids = connect.bulk_insert(collection, default_entities) |
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connect.flush([collection]) |
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delete_ids = [ids[0], 1] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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assert status |
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connect.flush([collection]) |
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res_count = connect.count_entities(collection) |
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assert res_count == default_nb - 1 |
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def test_insert_delete_B(self, connect, id_collection): |
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''' |
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target: test delete entity |
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method: add entities with the same ids, and delete the id in collection |
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expected: no error raised, all entities deleted |
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''' |
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ids = [1 for i in range(default_nb)] |
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res_ids = connect.bulk_insert(id_collection, default_entities, ids) |
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connect.flush([id_collection]) |
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delete_ids = [1] |
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status = connect.delete_entity_by_id(id_collection, delete_ids) |
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assert status |
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connect.flush([id_collection]) |
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res_count = connect.count_entities(id_collection) |
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assert res_count == 0 |
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def test_delete_exceed_limit(self, connect, collection): |
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''' |
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target: test delete entity |
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method: add one entity and delete two ids |
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expected: error raised |
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''' |
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ids = connect.bulk_insert(collection, default_entity) |
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connect.flush([collection]) |
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delete_ids = [ids[0], 1] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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connect.flush([collection]) |
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res_count = connect.count_entities(collection) |
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assert res_count == 0 |
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View Code Duplication |
def test_flush_after_delete(self, connect, collection): |
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''' |
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target: test delete entity |
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method: add entities and delete, then flush |
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expected: entity deleted and no error raised |
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''' |
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ids = connect.bulk_insert(collection, default_entities) |
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connect.flush([collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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assert status |
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connect.flush([collection]) |
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res_count = connect.count_entities(collection) |
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assert res_count == default_nb - len(delete_ids) |
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def test_flush_after_delete_binary(self, connect, binary_collection): |
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''' |
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target: test delete entity |
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method: add entities and delete, then flush |
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expected: entity deleted and no error raised |
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''' |
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ids = connect.bulk_insert(binary_collection, default_binary_entities) |
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connect.flush([binary_collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(binary_collection, delete_ids) |
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assert status |
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connect.flush([binary_collection]) |
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res_count = connect.count_entities(binary_collection) |
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assert res_count == default_nb - len(delete_ids) |
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def test_insert_delete_binary(self, connect, binary_collection): |
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''' |
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method: add entities and delete |
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expected: status DELETED |
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''' |
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ids = connect.bulk_insert(binary_collection, default_binary_entities) |
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connect.flush([binary_collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(binary_collection, delete_ids) |
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def test_insert_same_ids_after_delete(self, connect, id_collection): |
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''' |
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method: add entities and delete |
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expected: status DELETED |
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note: Not flush after delete |
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''' |
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insert_ids = [i for i in range(default_nb)] |
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ids = connect.bulk_insert(id_collection, default_entities, insert_ids) |
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connect.flush([id_collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(id_collection, delete_ids) |
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assert status |
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new_ids = connect.bulk_insert(id_collection, default_entity, [ids[0]]) |
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assert new_ids == [ids[0]] |
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connect.flush([id_collection]) |
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res_count = connect.count_entities(id_collection) |
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assert res_count == default_nb - 1 |
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def test_insert_same_ids_after_delete_binary(self, connect, binary_id_collection): |
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''' |
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method: add entities, with the same id and delete the ids |
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expected: status DELETED, all id deleted |
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''' |
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insert_ids = [i for i in range(default_nb)] |
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ids = connect.bulk_insert(binary_id_collection, default_binary_entities, insert_ids) |
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connect.flush([binary_id_collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(binary_id_collection, delete_ids) |
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assert status |
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new_ids = connect.bulk_insert(binary_id_collection, default_binary_entity, [ids[0]]) |
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assert new_ids == [ids[0]] |
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connect.flush([binary_id_collection]) |
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res_count = connect.count_entities(binary_id_collection) |
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assert res_count == default_nb - 1 |
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def test_search_after_delete(self, connect, collection): |
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''' |
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target: test delete entity |
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method: add entities and delete, then search |
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expected: entity deleted and no error raised |
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''' |
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ids = connect.bulk_insert(collection, default_entities) |
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connect.flush([collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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assert status |
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query = copy.deepcopy(default_single_query) |
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query["bool"]["must"][0]["vector"][field_name]["query"] =\ |
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[default_entity[-1]["values"][0], default_entities[-1]["values"][0], default_entities[-1]["values"][-1]] |
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res = connect.search(collection, query) |
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logging.getLogger().debug(res) |
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assert len(res) == len(query["bool"]["must"][0]["vector"][field_name]["query"]) |
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assert res[0]._distances[0] > epsilon |
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assert res[1]._distances[0] < epsilon |
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assert res[2]._distances[0] < epsilon |
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251
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def test_create_index_after_delete(self, connect, collection, get_simple_index): |
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252
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''' |
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253
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method: add entitys and delete, then create index |
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254
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expected: vectors deleted, index created |
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255
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''' |
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256
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ids = connect.bulk_insert(collection, default_entities) |
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connect.flush([collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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connect.create_index(collection, field_name, get_simple_index) |
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# assert index info |
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def test_delete_multiable_times(self, connect, collection): |
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264
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''' |
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265
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method: add entities and delete id serveral times |
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266
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expected: entities deleted |
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267
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''' |
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268
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ids = connect.bulk_insert(collection, default_entities) |
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connect.flush([collection]) |
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delete_ids = [ids[0], ids[-1]] |
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status = connect.delete_entity_by_id(collection, delete_ids) |
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assert status |
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connect.flush([collection]) |
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for i in range(10): |
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275
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status = connect.delete_entity_by_id(collection, delete_ids) |
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assert status |
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278
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def test_index_insert_batch_delete_get(self, connect, collection, get_simple_index): |
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279
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''' |
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280
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method: create index, insert entities, and delete |
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281
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expected: entities deleted |
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282
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''' |
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283
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connect.create_index(collection, field_name, get_simple_index) |
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284
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ids = connect.bulk_insert(collection, default_entities) |
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285
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connect.flush([collection]) |
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286
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delete_ids = [ids[0], ids[-1]] |
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287
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status = connect.delete_entity_by_id(collection, delete_ids) |
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288
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assert status |
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289
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connect.flush([collection]) |
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290
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res_count = connect.count_entities(collection) |
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291
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assert res_count == default_nb - len(delete_ids) |
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res_get = connect.get_entity_by_id(collection, delete_ids) |
|
293
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assert res_get[0] is None |
|
294
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295
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@pytest.mark.level(2) |
|
296
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def test_index_insert_single_delete_get(self, connect, id_collection, get_simple_index): |
|
297
|
|
|
''' |
|
298
|
|
|
method: create index, insert entities, and delete |
|
299
|
|
|
expected: entities deleted |
|
300
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|
|
''' |
|
301
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|
|
ids = [i for i in range(default_nb)] |
|
|
|
|
|
|
302
|
|
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connect.create_index(id_collection, field_name, get_simple_index) |
|
303
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|
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for i in range(default_nb): |
|
304
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|
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connect.bulk_insert(id_collection, default_entity, [ids[i]]) |
|
305
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|
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connect.flush([id_collection]) |
|
306
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|
|
delete_ids = [ids[0], ids[-1]] |
|
307
|
|
|
status = connect.delete_entity_by_id(id_collection, delete_ids) |
|
308
|
|
|
assert status |
|
309
|
|
|
connect.flush([id_collection]) |
|
310
|
|
|
res_count = connect.count_entities(id_collection) |
|
311
|
|
|
assert res_count == default_nb - len(delete_ids) |
|
312
|
|
|
|
|
313
|
|
|
""" |
|
314
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|
|
****************************************************************** |
|
315
|
|
|
The following cases are used to test `delete_entity_by_id` function, with tags |
|
316
|
|
|
****************************************************************** |
|
317
|
|
|
""" |
|
318
|
|
|
|
|
319
|
|
|
def test_insert_tag_delete(self, connect, collection): |
|
320
|
|
|
''' |
|
321
|
|
|
method: add entitys with given tag, delete entities with the return ids |
|
322
|
|
|
expected: entities deleted |
|
323
|
|
|
''' |
|
324
|
|
|
connect.create_partition(collection, default_tag) |
|
|
|
|
|
|
325
|
|
|
ids = connect.bulk_insert(collection, default_entities, partition_tag=default_tag) |
|
326
|
|
|
connect.flush([collection]) |
|
327
|
|
|
delete_ids = [ids[0], ids[-1]] |
|
328
|
|
|
status = connect.delete_entity_by_id(collection, delete_ids) |
|
329
|
|
|
assert status |
|
330
|
|
|
connect.flush([collection]) |
|
331
|
|
|
res_count = connect.count_entities(collection) |
|
332
|
|
|
assert res_count == default_nb - 2 |
|
|
|
|
|
|
333
|
|
|
|
|
334
|
|
|
def test_insert_default_tag_delete(self, connect, collection): |
|
335
|
|
|
''' |
|
336
|
|
|
method: add entitys, delete entities with the return ids |
|
337
|
|
|
expected: entities deleted |
|
338
|
|
|
''' |
|
339
|
|
|
connect.create_partition(collection, default_tag) |
|
|
|
|
|
|
340
|
|
|
ids = connect.bulk_insert(collection, default_entities) |
|
341
|
|
|
connect.flush([collection]) |
|
342
|
|
|
delete_ids = [ids[0], ids[-1]] |
|
343
|
|
|
status = connect.delete_entity_by_id(collection, delete_ids) |
|
344
|
|
|
assert status |
|
345
|
|
|
connect.flush([collection]) |
|
346
|
|
|
res_count = connect.count_entities(collection) |
|
347
|
|
|
assert res_count == default_nb - 2 |
|
|
|
|
|
|
348
|
|
|
|
|
349
|
|
View Code Duplication |
def test_insert_tags_delete(self, connect, collection): |
|
|
|
|
|
|
350
|
|
|
''' |
|
351
|
|
|
method: add entitys with given two tags, delete entities with the return ids |
|
352
|
|
|
expected: entities deleted |
|
353
|
|
|
''' |
|
354
|
|
|
tag_new = "tag_new" |
|
355
|
|
|
connect.create_partition(collection, default_tag) |
|
|
|
|
|
|
356
|
|
|
connect.create_partition(collection, tag_new) |
|
357
|
|
|
ids = connect.bulk_insert(collection, default_entities, partition_tag=default_tag) |
|
358
|
|
|
ids_new = connect.bulk_insert(collection, default_entities, partition_tag=tag_new) |
|
359
|
|
|
connect.flush([collection]) |
|
360
|
|
|
delete_ids = [ids[0], ids_new[0]] |
|
361
|
|
|
status = connect.delete_entity_by_id(collection, delete_ids) |
|
362
|
|
|
assert status |
|
363
|
|
|
connect.flush([collection]) |
|
364
|
|
|
res_count = connect.count_entities(collection) |
|
365
|
|
|
assert res_count == 2 * (default_nb - 1) |
|
|
|
|
|
|
366
|
|
|
|
|
367
|
|
View Code Duplication |
def test_insert_tags_index_delete(self, connect, collection, get_simple_index): |
|
|
|
|
|
|
368
|
|
|
""" |
|
369
|
|
|
method: add entitys with given tag, create index, delete entities with the return ids |
|
370
|
|
|
expected: entities deleted |
|
371
|
|
|
""" |
|
372
|
|
|
tag_new = "tag_new" |
|
373
|
|
|
connect.create_partition(collection, default_tag) |
|
|
|
|
|
|
374
|
|
|
connect.create_partition(collection, tag_new) |
|
375
|
|
|
ids = connect.bulk_insert(collection, default_entities, partition_tag=default_tag) |
|
376
|
|
|
ids_new = connect.bulk_insert(collection, default_entities, partition_tag=tag_new) |
|
377
|
|
|
connect.flush([collection]) |
|
378
|
|
|
connect.create_index(collection, field_name, get_simple_index) |
|
379
|
|
|
delete_ids = [ids[0], ids_new[0]] |
|
380
|
|
|
status = connect.delete_entity_by_id(collection, delete_ids) |
|
381
|
|
|
assert status |
|
382
|
|
|
connect.flush([collection]) |
|
383
|
|
|
res_count = connect.count_entities(collection) |
|
384
|
|
|
assert res_count == 2 * (default_nb - 1) |
|
|
|
|
|
|
385
|
|
|
|
|
386
|
|
|
def test_insert_delete_loop(self, connect, collection): |
|
387
|
|
|
""" |
|
388
|
|
|
target: test loop insert and delete entities |
|
389
|
|
|
method: loop insert entities into two segments, and delete entities cross segments. |
|
390
|
|
|
expected: count is correct |
|
391
|
|
|
""" |
|
392
|
|
|
loop = 2 |
|
393
|
|
|
for i in range(loop): |
|
394
|
|
|
ids = connect.bulk_insert(collection, default_entities) |
|
395
|
|
|
connect.flush([collection]) |
|
396
|
|
|
status = connect.delete_entity_by_id(collection, ids[100:default_nb - 100]) |
|
|
|
|
|
|
397
|
|
|
connect.flush([collection]) |
|
398
|
|
|
res_count = connect.count_entities(collection) |
|
399
|
|
|
assert res_count == loop * 200 |
|
400
|
|
|
|
|
401
|
|
|
def test_search_delete_loop(self, connect, collection): |
|
402
|
|
|
""" |
|
403
|
|
|
target: test loop search and delete entities |
|
404
|
|
|
method: loop search and delete cross segments |
|
405
|
|
|
expected: ok |
|
406
|
|
|
""" |
|
407
|
|
|
loop = 2 |
|
408
|
|
|
ids = connect.bulk_insert(collection, default_entities) |
|
409
|
|
|
connect.flush([collection]) |
|
410
|
|
|
ni = default_nb // loop |
|
|
|
|
|
|
411
|
|
|
for i in range(loop): |
|
412
|
|
|
res = connect.search(collection, default_single_query) |
|
413
|
|
|
status = connect.delete_entity_by_id(collection, ids[i * ni:(i + 1) * ni]) |
|
414
|
|
|
assert status |
|
415
|
|
|
connect.flush([collection]) |
|
416
|
|
|
res_count = connect.count_entities(collection) |
|
417
|
|
|
assert res_count == 0 |
|
418
|
|
|
|
|
419
|
|
|
def test_count_delete_loop(self, connect, collection): |
|
420
|
|
|
""" |
|
421
|
|
|
target: test loop search and delete entities |
|
422
|
|
|
method: loop search and delete cross segments |
|
423
|
|
|
expected: ok |
|
424
|
|
|
""" |
|
425
|
|
|
loop = 2 |
|
426
|
|
|
ids = connect.bulk_insert(collection, default_entities) |
|
427
|
|
|
connect.flush([collection]) |
|
428
|
|
|
ni = default_nb // loop |
|
|
|
|
|
|
429
|
|
|
for i in range(loop): |
|
430
|
|
|
connect.count_entities(collection) |
|
431
|
|
|
status = connect.delete_entity_by_id(collection, ids[i * ni:(i + 1) * ni]) |
|
432
|
|
|
assert status |
|
433
|
|
|
connect.flush([collection]) |
|
434
|
|
|
res_count = connect.count_entities(collection) |
|
435
|
|
|
assert res_count == 0 |
|
436
|
|
|
|
|
437
|
|
|
|
|
438
|
|
|
class TestDeleteInvalid(object): |
|
439
|
|
|
""" |
|
440
|
|
|
Test adding vectors with invalid vectors |
|
441
|
|
|
""" |
|
442
|
|
|
|
|
443
|
|
|
@pytest.fixture( |
|
444
|
|
|
scope="function", |
|
445
|
|
|
params=gen_invalid_ints() |
|
|
|
|
|
|
446
|
|
|
) |
|
447
|
|
|
def gen_entity_id(self, request): |
|
448
|
|
|
yield request.param |
|
449
|
|
|
|
|
450
|
|
|
@pytest.fixture( |
|
451
|
|
|
scope="function", |
|
452
|
|
|
params=gen_invalid_strs() |
|
|
|
|
|
|
453
|
|
|
) |
|
454
|
|
|
def get_collection_name(self, request): |
|
455
|
|
|
yield request.param |
|
456
|
|
|
|
|
457
|
|
|
@pytest.mark.level(1) |
|
458
|
|
|
def test_delete_entity_id_invalid(self, connect, collection, gen_entity_id): |
|
459
|
|
|
invalid_id = gen_entity_id |
|
460
|
|
|
with pytest.raises(Exception) as e: |
|
461
|
|
|
status = connect.delete_entity_by_id(collection, [invalid_id]) |
|
462
|
|
|
|
|
463
|
|
|
def test_delete_entity_ids_invalid(self, connect, collection, gen_entity_id): |
|
464
|
|
|
invalid_id = gen_entity_id |
|
465
|
|
|
with pytest.raises(Exception) as e: |
|
466
|
|
|
status = connect.delete_entity_by_id(collection, [1, invalid_id]) |
|
467
|
|
|
|
|
468
|
|
|
@pytest.mark.level(2) |
|
469
|
|
|
def test_delete_entity_with_invalid_collection_name(self, connect, get_collection_name): |
|
470
|
|
|
collection_name = get_collection_name |
|
471
|
|
|
with pytest.raises(Exception) as e: |
|
472
|
|
|
status = connect.delete_entity_by_id(collection_name, [1]) |
|
473
|
|
|
|
milvus-io /
milvus
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