Added OceanBase as an option for the vector store in Dify (#10010)

api/tests/integration_tests/vdb/oceanbase/test_oceanbase.py

@@ -0,0 +1,71 @@
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from core.rag.datasource.vdb.oceanbase.oceanbase_vector import (
+    OceanBaseVector,
+    OceanBaseVectorConfig,
+)
+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,
+)
+
+
+@pytest.fixture
+def oceanbase_vector():
+    return OceanBaseVector(
+        "dify_test_collection",
+        config=OceanBaseVectorConfig(
+            host="127.0.0.1",
+            port="2881",
+            user="root@test",
+            database="test",
+            password="test",
+        ),
+    )
+
+
+class OceanBaseVectorTest(AbstractVectorTest):
+    def __init__(self, vector: OceanBaseVector):
+        super().__init__()
+        self.vector = vector
+
+    def search_by_vector(self):
+        hits_by_vector = self.vector.search_by_vector(query_vector=self.example_embedding)
+        assert len(hits_by_vector) == 0
+
+    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 text_exists(self):
+        exist = self.vector.text_exists(self.example_doc_id)
+        assert exist == True
+
+    def get_ids_by_metadata_field(self):
+        ids = self.vector.get_ids_by_metadata_field(key="document_id", value=self.example_doc_id)
+        assert len(ids) == 0
+
+
+@pytest.fixture
+def setup_mock_oceanbase_client():
+    with patch("core.rag.datasource.vdb.oceanbase.oceanbase_vector.ObVecClient", new_callable=MagicMock) as mock_client:
+        yield mock_client
+
+
+@pytest.fixture
+def setup_mock_oceanbase_vector(oceanbase_vector):
+    with patch.object(oceanbase_vector, "_client"):
+        yield oceanbase_vector
+
+
+def test_oceanbase_vector(
+    setup_mock_redis,
+    setup_mock_oceanbase_client,
+    setup_mock_oceanbase_vector,
+    oceanbase_vector,
+):
+    OceanBaseVectorTest(oceanbase_vector).run_all_tests()