from typing import Any, Mapping import pytest from autogen_core.application import SingleThreadedAgentRuntime from autogen_core.base import AgentId, BaseAgent, MessageContext class StatefulAgent(BaseAgent): def __init__(self) -> None: super().__init__("A stateful agent") self.state = 0 async def on_message(self, message: Any, ctx: MessageContext) -> None: raise NotImplementedError async def save_state(self) -> Mapping[str, Any]: return {"state": self.state} async def load_state(self, state: Mapping[str, Any]) -> None: self.state = state["state"] @pytest.mark.asyncio async def test_agent_can_save_state() -> None: runtime = SingleThreadedAgentRuntime() await runtime.register("name1", StatefulAgent) agent1_id = AgentId("name1", key="default") agent1: StatefulAgent = await runtime.try_get_underlying_agent_instance(agent1_id, type=StatefulAgent) assert agent1.state == 0 agent1.state = 1 assert agent1.state == 1 agent1_state = await agent1.save_state() agent1.state = 2 assert agent1.state == 2 await agent1.load_state(agent1_state) assert agent1.state == 1 @pytest.mark.asyncio async def test_runtime_can_save_state() -> None: runtime = SingleThreadedAgentRuntime() await runtime.register("name1", StatefulAgent) agent1_id = AgentId("name1", key="default") agent1: StatefulAgent = await runtime.try_get_underlying_agent_instance(agent1_id, type=StatefulAgent) assert agent1.state == 0 agent1.state = 1 assert agent1.state == 1 runtime_state = await runtime.save_state() runtime2 = SingleThreadedAgentRuntime() await runtime2.register("name1", StatefulAgent) agent2_id = AgentId("name1", key="default") agent2: StatefulAgent = await runtime2.try_get_underlying_agent_instance(agent2_id, type=StatefulAgent) await runtime2.load_state(runtime_state) assert agent2.state == 1