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from unittest.mock import MagicMock
from core.rag.datasource.vdb.tencent.tencent_vector import TencentConfig, TencentVector
from tests.integration_tests.vdb.__mock.tcvectordb import setup_tcvectordb_mock
from tests.integration_tests.vdb.test_vector_store import AbstractVectorTest, get_example_text, setup_mock_redis
mock_client = MagicMock()
mock_client.list_databases.return_value = [{"name": "test"}]
class TencentVectorTest(AbstractVectorTest):
def __init__(self):
super().__init__()
self.vector = TencentVector(
"dify",
TencentConfig(
url="http://127.0.0.1",
api_key="dify",
timeout=30,
username="dify",
database="dify",
shard=1,
replicas=2,
),
)
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 test_tencent_vector(setup_mock_redis, setup_tcvectordb_mock):
TencentVectorTest().run_all_tests()
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