import pytest from conftest import DEFAULT_URI from langchain_core.runnables import RunnableConfig from langgraph.checkpoint.base import ( Checkpoint, CheckpointMetadata, create_checkpoint, empty_checkpoint, ) from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver class TestAsyncPostgresSaver: @pytest.fixture(autouse=True) async def setup(self): # objects for test setup self.config_1: RunnableConfig = { "configurable": { "thread_id": "thread-1", # for backwards compatibility testing "thread_ts": "1", "checkpoint_ns": "", } } self.config_2: RunnableConfig = { "configurable": { "thread_id": "thread-2", "checkpoint_id": "2", "checkpoint_ns": "", } } self.config_3: RunnableConfig = { "configurable": { "thread_id": "thread-2", "checkpoint_id": "2-inner", "checkpoint_ns": "inner", } } self.chkpnt_1: Checkpoint = empty_checkpoint() self.chkpnt_2: Checkpoint = create_checkpoint(self.chkpnt_1, {}, 1) self.chkpnt_3: Checkpoint = empty_checkpoint() self.metadata_1: CheckpointMetadata = { "source": "input", "step": 2, "writes": {}, "score": 1, } self.metadata_2: CheckpointMetadata = { "source": "loop", "step": 1, "writes": {"foo": "bar"}, "score": None, } self.metadata_3: CheckpointMetadata = {} async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver: await saver.setup() async def test_asearch(self): async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver: await saver.aput(self.config_1, self.chkpnt_1, self.metadata_1, {}) await saver.aput(self.config_2, self.chkpnt_2, self.metadata_2, {}) await saver.aput(self.config_3, self.chkpnt_3, self.metadata_3, {}) # 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 search_results_1 = [c async for c in 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 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 saver.alist(None, filter=query_3)] assert len(search_results_3) == 3 search_results_4 = [c async for c in saver.alist(None, filter=query_4)] assert len(search_results_4) == 0 # search by config (defaults to root graph checkpoints) search_results_5 = [ c async for c in saver.alist({"configurable": {"thread_id": "thread-2"}}) ] assert len(search_results_5) == 1 assert search_results_5[0].config["configurable"]["checkpoint_ns"] == "" # search by config and checkpoint_ns search_results_6 = [ c async for c in saver.alist( { "configurable": { "thread_id": "thread-2", "checkpoint_ns": "inner", } } ) ] assert len(search_results_6) == 1 assert ( search_results_6[0].config["configurable"]["checkpoint_ns"] == "inner" ) # TODO: test before and limit params