import os from unittest.mock import patch from swarms.memory import PineconeVectorStore api_key = os.getenv("PINECONE_API_KEY") or "" def test_init(): with patch("pinecone.init") as MockInit, patch("pinecone.Index") as MockIndex: store = PineconeVectorStore( api_key=api_key, index_name="test_index", environment="test_env" ) MockInit.assert_called_once() MockIndex.assert_called_once() assert store.index == MockIndex.return_value def test_upsert_vector(): with patch("pinecone.init"), patch("pinecone.Index") as MockIndex: store = PineconeVectorStore( api_key=api_key, index_name="test_index", environment="test_env" ) store.upsert_vector( [1.0, 2.0, 3.0], "test_id", "test_namespace", {"meta": "data"} ) MockIndex.return_value.upsert.assert_called() def test_load_entry(): with patch("pinecone.init"), patch("pinecone.Index") as MockIndex: store = PineconeVectorStore( api_key=api_key, index_name="test_index", environment="test_env" ) store.load_entry("test_id", "test_namespace") MockIndex.return_value.fetch.assert_called() def test_load_entries(): with patch("pinecone.init"), patch("pinecone.Index") as MockIndex: store = PineconeVectorStore( api_key=api_key, index_name="test_index", environment="test_env" ) store.load_entries("test_namespace") MockIndex.return_value.query.assert_called() def test_query(): with patch("pinecone.init"), patch("pinecone.Index") as MockIndex: store = PineconeVectorStore( api_key=api_key, index_name="test_index", environment="test_env" ) store.query("test_query", 10, "test_namespace") MockIndex.return_value.query.assert_called() def test_create_index(): with patch("pinecone.init"), patch("pinecone.Index"), patch( "pinecone.create_index" ) as MockCreateIndex: store = PineconeVectorStore( api_key=api_key, index_name="test_index", environment="test_env" ) store.create_index("test_index") MockCreateIndex.assert_called()