import pytest from langchain_core.runnables import RunnableConfig from langgraph.channels.manager import create_checkpoint from langgraph.checkpoint.aiosqlite import AsyncSqliteSaver from langgraph.checkpoint.base import Checkpoint, CheckpointMetadata, empty_checkpoint class TestAsyncSqliteSaver: @pytest.fixture(autouse=True) def setup(self): self.sqlite_saver = AsyncSqliteSaver.from_conn_string(":memory:") # objects for test setup self.config_1: RunnableConfig = { "configurable": {"thread_id": "thread-1", "thread_ts": "1"} } self.config_2: RunnableConfig = { "configurable": {"thread_id": "thread-2", "thread_ts": "2"} } self.chkpnt_1: Checkpoint = empty_checkpoint() self.chkpnt_2: Checkpoint = create_checkpoint(self.chkpnt_1, {}, 1) self.metadata_1: CheckpointMetadata = { "source": "input", "step": 2, "writes": {}, "score": 1, } self.metadata_2: CheckpointMetadata = { "source": "loop", "step": 1, "writes": {"foo": "bar"}, "score": None, } async def test_asearch(self): # set up test # save checkpoints await self.sqlite_saver.aput(self.config_1, self.chkpnt_1, self.metadata_1) await self.sqlite_saver.aput(self.config_2, self.chkpnt_2, self.metadata_2) # call method / assertions query_1: CheckpointMetadata = {"source": "input"} # search by 1 key query_2: CheckpointMetadata = { "step": 1, "writes": {"foo": "bar"}, } # search by multiple keys query_3: CheckpointMetadata = {} # search by no keys, return all checkpoints query_4: CheckpointMetadata = {"source": "update", "step": 1} # no match async with self.sqlite_saver as sqlite_saver: search_results_1 = [ c async for c in sqlite_saver.alist(None, filter=query_1) ] assert len(search_results_1) == 1 assert search_results_1[0].metadata == self.metadata_1 search_results_2 = [ c async for c in sqlite_saver.alist(None, filter=query_2) ] assert len(search_results_2) == 1 assert search_results_2[0].metadata == self.metadata_2 search_results_3 = [ c async for c in sqlite_saver.alist(None, filter=query_3) ] assert len(search_results_3) == 2 search_results_4 = [ c async for c in sqlite_saver.alist(None, filter=query_4) ] assert len(search_results_4) == 0 # TODO: test before and limit params