"""Implement integration tests for AstraDB storage.""" import os import pytest from langchain_community.storage.astradb import AstraDBByteStore, AstraDBStore def _has_env_vars() -> bool: return all( [ "ASTRA_DB_APPLICATION_TOKEN" in os.environ, "ASTRA_DB_API_ENDPOINT" in os.environ, ] ) @pytest.fixture def astra_db(): from astrapy.db import AstraDB return AstraDB( token=os.environ["ASTRA_DB_APPLICATION_TOKEN"], api_endpoint=os.environ["ASTRA_DB_API_ENDPOINT"], namespace=os.environ.get("ASTRA_DB_KEYSPACE"), ) def init_store(astra_db, collection_name: str): astra_db.create_collection(collection_name) store = AstraDBStore(collection_name=collection_name, astra_db_client=astra_db) store.mset([("key1", [0.1, 0.2]), ("key2", "value2")]) return store def init_bytestore(astra_db, collection_name: str): astra_db.create_collection(collection_name) store = AstraDBByteStore(collection_name=collection_name, astra_db_client=astra_db) store.mset([("key1", b"value1"), ("key2", b"value2")]) return store @pytest.mark.requires("astrapy") @pytest.mark.skipif(not _has_env_vars(), reason="Missing Astra DB env. vars") class TestAstraDBStore: def test_mget(self, astra_db) -> None: """Test AstraDBStore mget method.""" collection_name = "lc_test_store_mget" try: store = init_store(astra_db, collection_name) assert store.mget(["key1", "key2"]) == [[0.1, 0.2], "value2"] finally: astra_db.delete_collection(collection_name) def test_mset(self, astra_db) -> None: """Test that multiple keys can be set with AstraDBStore.""" collection_name = "lc_test_store_mset" try: store = init_store(astra_db, collection_name) result = store.collection.find_one({"_id": "key1"}) assert result["data"]["document"]["value"] == [0.1, 0.2] result = store.collection.find_one({"_id": "key2"}) assert result["data"]["document"]["value"] == "value2" finally: astra_db.delete_collection(collection_name) def test_mdelete(self, astra_db) -> None: """Test that deletion works as expected.""" collection_name = "lc_test_store_mdelete" try: store = init_store(astra_db, collection_name) store.mdelete(["key1", "key2"]) result = store.mget(["key1", "key2"]) assert result == [None, None] finally: astra_db.delete_collection(collection_name) def test_yield_keys(self, astra_db) -> None: collection_name = "lc_test_store_yield_keys" try: store = init_store(astra_db, collection_name) assert set(store.yield_keys()) == {"key1", "key2"} assert set(store.yield_keys(prefix="key")) == {"key1", "key2"} assert set(store.yield_keys(prefix="lang")) == set() finally: astra_db.delete_collection(collection_name) def test_bytestore_mget(self, astra_db) -> None: """Test AstraDBByteStore mget method.""" collection_name = "lc_test_bytestore_mget" try: store = init_bytestore(astra_db, collection_name) assert store.mget(["key1", "key2"]) == [b"value1", b"value2"] finally: astra_db.delete_collection(collection_name) def test_bytestore_mset(self, astra_db) -> None: """Test that multiple keys can be set with AstraDBByteStore.""" collection_name = "lc_test_bytestore_mset" try: store = init_bytestore(astra_db, collection_name) result = store.collection.find_one({"_id": "key1"}) assert result["data"]["document"]["value"] == "dmFsdWUx" result = store.collection.find_one({"_id": "key2"}) assert result["data"]["document"]["value"] == "dmFsdWUy" finally: astra_db.delete_collection(collection_name)