dify

dify/api/tests/integration_tests/vdb/vikingdb/test_vikingdb.py

@@ -0,0 +1,37 @@
+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()