| from core.rag.datasource.vdb.vikingdb.vikingdb_vector import VikingDBConfig, VikingDBVector | |
| from tests.integration_tests.vdb.__mock.vikingdb import setup_vikingdb_mock | |
| from tests.integration_tests.vdb.test_vector_store import AbstractVectorTest, get_example_text, setup_mock_redis | |
| class VikingDBVectorTest(AbstractVectorTest): | |
| def __init__(self): | |
| super().__init__() | |
| self.vector = VikingDBVector( | |
| "test_collection", | |
| "test_group", | |
| config=VikingDBConfig( | |
| access_key="test_access_key", | |
| host="test_host", | |
| region="test_region", | |
| scheme="test_scheme", | |
| secret_key="test_secret_key", | |
| connection_timeout=30, | |
| socket_timeout=30, | |
| ), | |
| ) | |
| def search_by_vector(self): | |
| hits_by_vector = self.vector.search_by_vector(query_vector=self.example_embedding) | |
| assert len(hits_by_vector) == 1 | |
| def search_by_full_text(self): | |
| hits_by_full_text = self.vector.search_by_full_text(query=get_example_text()) | |
| assert len(hits_by_full_text) == 0 | |
| def get_ids_by_metadata_field(self): | |
| ids = self.vector.get_ids_by_metadata_field(key="document_id", value="test_document_id") | |
| assert len(ids) > 0 | |
| def test_vikingdb_vector(setup_mock_redis, setup_vikingdb_mock): | |
| VikingDBVectorTest().run_all_tests() | |