test: run vdb test of oceanbase with docker compose in CI tests (#20945)

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

@@ -0,0 +1,49 @@
+import time
+
+import pymysql
+
+
+def check_oceanbase_ready() -> bool:
+    try:
+        connection = pymysql.connect(
+            host="localhost",
+            port=2881,
+            user="root",
+            password="difyai123456",
+        )
+        affected_rows = connection.query("SELECT 1")
+        return affected_rows == 1
+    except Exception as e:
+        print(f"Oceanbase is not ready. Exception: {e}")
+        return False
+    finally:
+        if connection:
+            connection.close()
+
+
+def main():
+    max_attempts = 50
+    retry_interval_seconds = 2
+    is_oceanbase_ready = False
+    for attempt in range(max_attempts):
+        try:
+            is_oceanbase_ready = check_oceanbase_ready()
+        except Exception as e:
+            print(f"Oceanbase is not ready. Exception: {e}")
+            is_oceanbase_ready = False
+
+        if is_oceanbase_ready:
+            break
+        else:
+            print(f"Attempt {attempt + 1} failed, retry in {retry_interval_seconds} seconds...")
+            time.sleep(retry_interval_seconds)
+
+    if is_oceanbase_ready:
+        print("Oceanbase is ready.")
+    else:
+        print(f"Oceanbase is not ready after {max_attempts} attempting checks.")
+        exit(1)
+
+
+if __name__ == "__main__":
+    main()

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

@@ -1,15 +1,11 @@
-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,
 )
 
@@ -20,10 +16,11 @@ def oceanbase_vector():
         "dify_test_collection",
         config=OceanBaseVectorConfig(
             host="127.0.0.1",
-            port="2881",
-            user="root@test",
+            port=2881,
+            user="root",
             database="test",
-            password="test",
+            password="difyai123456",
+            enable_hybrid_search=True,
         ),
     )
 
@@ -33,39 +30,13 @@ class OceanBaseVectorTest(AbstractVectorTest):
         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
+        assert len(ids) == 1
 
 
 def test_oceanbase_vector(
     setup_mock_redis,
-    setup_mock_oceanbase_client,
-    setup_mock_oceanbase_vector,
     oceanbase_vector,
 ):
     OceanBaseVectorTest(oceanbase_vector).run_all_tests()