from typing import Any import pytest from langchain_core.runnables import RunnableConfig from langgraph.checkpoint.base import ( Checkpoint, CheckpointMetadata, create_checkpoint, empty_checkpoint, ) from langgraph.checkpoint.postgres import PostgresSaver from tests.conftest import DEFAULT_URI class TestPostgresSaver: @pytest.fixture(autouse=True) def setup(self) -> None: # 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 = {} with PostgresSaver.from_conn_string(DEFAULT_URI) as saver: saver.setup() def test_search(self) -> None: with PostgresSaver.from_conn_string(DEFAULT_URI) as saver: # save checkpoints saver.put(self.config_1, self.chkpnt_1, self.metadata_1, {}) saver.put(self.config_2, self.chkpnt_2, self.metadata_2, {}) saver.put(self.config_3, self.chkpnt_3, self.metadata_3, {}) # call method / assertions query_1 = {"source": "input"} # search by 1 key query_2 = { "step": 1, "writes": {"foo": "bar"}, } # search by multiple keys query_3: dict[str, Any] = {} # search by no keys, return all checkpoints query_4 = {"source": "update", "step": 1} # no match search_results_1 = list(saver.list(None, filter=query_1)) assert len(search_results_1) == 1 assert search_results_1[0].metadata == self.metadata_1 search_results_2 = list(saver.list(None, filter=query_2)) assert len(search_results_2) == 1 assert search_results_2[0].metadata == self.metadata_2 search_results_3 = list(saver.list(None, filter=query_3)) assert len(search_results_3) == 3 search_results_4 = list(saver.list(None, filter=query_4)) assert len(search_results_4) == 0 # search by config (defaults to checkpoints across all namespaces) search_results_5 = list( saver.list({"configurable": {"thread_id": "thread-2"}}) ) assert len(search_results_5) == 2 assert { search_results_5[0].config["configurable"]["checkpoint_ns"], search_results_5[1].config["configurable"]["checkpoint_ns"], } == {"", "inner"} # TODO: test before and limit params def test_null_chars(self) -> None: with PostgresSaver.from_conn_string(DEFAULT_URI) as saver: config = saver.put(self.config_1, self.chkpnt_1, {"my_key": "\x00abc"}, {}) assert saver.get_tuple(config).metadata["my_key"] == "abc" # type: ignore assert ( list(saver.list(None, filter={"my_key": "abc"}))[0].metadata["my_key"] # type: ignore == "abc" )