from typing import TypedDict from openhands.controller.agent import Agent from openhands.controller.state.state import State from openhands.core.config import AgentConfig from openhands.core.schema import AgentState from openhands.events.action import ( Action, AgentFinishAction, AgentRejectAction, BrowseInteractiveAction, BrowseURLAction, CmdRunAction, FileReadAction, FileWriteAction, MessageAction, ) from openhands.events.observation import ( AgentStateChangedObservation, BrowserOutputObservation, CmdOutputMetadata, CmdOutputObservation, FileReadObservation, FileWriteObservation, NullObservation, Observation, ) from openhands.events.serialization.event import event_to_dict from openhands.llm.llm import LLM """ FIXME: There are a few problems this surfaced * FileWrites seem to add an unintended newline at the end of the file * Browser not working """ ActionObs = TypedDict( 'ActionObs', {'action': Action, 'observations': list[Observation]} ) class DummyAgent(Agent): VERSION = '1.0' """ The DummyAgent is used for e2e testing. It just sends the same set of actions deterministically, without making any LLM calls. """ def __init__(self, llm: LLM, config: AgentConfig): super().__init__(llm, config) self.steps: list[ActionObs] = [ { 'action': MessageAction('Time to get started!'), 'observations': [], }, { 'action': CmdRunAction(command='echo "foo"'), 'observations': [CmdOutputObservation('foo', command='echo "foo"')], }, { 'action': FileWriteAction( content='echo "Hello, World!"', path='hello.sh' ), 'observations': [ FileWriteObservation( content='echo "Hello, World!"', path='hello.sh' ) ], }, { 'action': FileReadAction(path='hello.sh'), 'observations': [ FileReadObservation('echo "Hello, World!"\n', path='hello.sh') ], }, { 'action': CmdRunAction(command='bash hello.sh'), 'observations': [ CmdOutputObservation( 'bash: hello.sh: No such file or directory', command='bash workspace/hello.sh', metadata=CmdOutputMetadata(exit_code=127), ) ], }, { 'action': BrowseURLAction(url='https://google.com'), 'observations': [ BrowserOutputObservation( 'Simulated Google page', url='https://google.com', screenshot='', trigger_by_action='', ), ], }, { 'action': BrowseInteractiveAction( browser_actions='goto("https://google.com")' ), 'observations': [ BrowserOutputObservation( 'Simulated Google page after interaction', url='https://google.com', screenshot='', trigger_by_action='', ), ], }, { 'action': AgentRejectAction(), 'observations': [NullObservation('')], }, { 'action': AgentFinishAction( outputs={}, thought='Task completed', action='finish' ), 'observations': [AgentStateChangedObservation('', AgentState.FINISHED)], }, ] def step(self, state: State) -> Action: if state.iteration >= len(self.steps): return AgentFinishAction() current_step = self.steps[state.iteration] action = current_step['action'] if state.iteration > 0: prev_step = self.steps[state.iteration - 1] if 'observations' in prev_step and prev_step['observations']: expected_observations = prev_step['observations'] hist_events = state.history[-len(expected_observations) :] if len(hist_events) < len(expected_observations): print( f'Warning: Expected {len(expected_observations)} observations, but got {len(hist_events)}' ) for i in range(min(len(expected_observations), len(hist_events))): hist_obs = event_to_dict(hist_events[i]) expected_obs = event_to_dict(expected_observations[i]) # Remove dynamic fields for comparison for obs in [hist_obs, expected_obs]: obs.pop('id', None) obs.pop('timestamp', None) obs.pop('cause', None) obs.pop('source', None) if hist_obs != expected_obs: print( f'Warning: Observation mismatch. Expected {expected_obs}, got {hist_obs}' ) return action