dify

dify/api/tests/integration_tests/vdb/upstash/test_upstash_vector.py

@@ -0,0 +1,28 @@
+from core.rag.datasource.vdb.upstash.upstash_vector import UpstashVector, UpstashVectorConfig
+from core.rag.models.document import Document
+from tests.integration_tests.vdb.__mock.upstashvectordb import setup_upstashvector_mock
+from tests.integration_tests.vdb.test_vector_store import AbstractVectorTest, get_example_text
+
+
+class UpstashVectorTest(AbstractVectorTest):
+    def __init__(self):
+        super().__init__()
+        self.vector = UpstashVector(
+            collection_name="test_collection",
+            config=UpstashVectorConfig(
+                url="your-server-url",
+                token="your-access-token",
+            ),
+        )
+
+    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
+
+    def search_by_full_text(self):
+        hits_by_full_text: list[Document] = self.vector.search_by_full_text(query=get_example_text())
+        assert len(hits_by_full_text) == 0
+
+
+def test_upstash_vector(setup_upstashvector_mock):
+    UpstashVectorTest().run_all_tests()