import pytest from langchain_core.runnables import RunnableConfig from langgraph.channels.base import create_checkpoint from langgraph.checkpoint.base import Checkpoint, CheckpointMetadata, empty_checkpoint from langgraph.checkpoint.sqlite import SqliteSaver, _metadata_predicate, search_where class TestSqliteSaver: @pytest.fixture(autouse=True) def setup(self): self.sqlite_saver = SqliteSaver.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, } self.metadata_3: CheckpointMetadata = {} def test_search(self): # set up test # save checkpoints self.sqlite_saver.put(self.config_1, self.chkpnt_1, self.metadata_1) self.sqlite_saver.put(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 search_results_1 = list(self.sqlite_saver.search(query_1)) assert len(search_results_1) == 1 assert search_results_1[0].metadata == self.metadata_1 search_results_2 = list(self.sqlite_saver.search(query_2)) assert len(search_results_2) == 1 assert search_results_2[0].metadata == self.metadata_2 search_results_3 = list(self.sqlite_saver.search(query_3)) assert len(search_results_3) == 2 search_results_4 = list(self.sqlite_saver.search(query_4)) assert len(search_results_4) == 0 # TODO: test before and limit params def test_search_where(self): # call method / assertions expected_predicate_1 = "WHERE json_extract(CAST(metadata AS TEXT), '$.source') = ? AND json_extract(CAST(metadata AS TEXT), '$.step') = ? AND json_extract(CAST(metadata AS TEXT), '$.writes') = ? AND json_extract(CAST(metadata AS TEXT), '$.score') = ? AND thread_ts < ? " expected_param_values_1 = ("input", 2, "{}", 1, "1") assert search_where(self.metadata_1, self.config_1) == ( expected_predicate_1, expected_param_values_1, ) def test_metadata_predicate(self): # call method / assertions expected_predicate_1 = "json_extract(CAST(metadata AS TEXT), '$.source') = ? AND json_extract(CAST(metadata AS TEXT), '$.step') = ? AND json_extract(CAST(metadata AS TEXT), '$.writes') = ? AND json_extract(CAST(metadata AS TEXT), '$.score') = ? " expected_predicate_2 = "json_extract(CAST(metadata AS TEXT), '$.source') = ? AND json_extract(CAST(metadata AS TEXT), '$.step') = ? AND json_extract(CAST(metadata AS TEXT), '$.writes') = ? AND json_extract(CAST(metadata AS TEXT), '$.score') IS ? " expected_predicate_3 = "" expected_param_values_1 = ("input", 2, "{}", 1) expected_param_values_2 = ("loop", 1, '{"foo":"bar"}', None) expected_param_values_3 = () assert _metadata_predicate(self.metadata_1) == ( expected_predicate_1, expected_param_values_1, ) assert _metadata_predicate(self.metadata_2) == ( expected_predicate_2, expected_param_values_2, ) assert _metadata_predicate(self.metadata_3) == ( expected_predicate_3, expected_param_values_3, )