test_observation_serialization.py 2.1 KB

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  1. from openhands.events.observation import (
  2. CmdOutputObservation,
  3. Observation,
  4. )
  5. from openhands.events.serialization import (
  6. event_from_dict,
  7. event_to_dict,
  8. event_to_memory,
  9. event_to_trajectory,
  10. )
  11. def serialization_deserialization(
  12. original_observation_dict, cls, max_message_chars: int = 10000
  13. ):
  14. observation_instance = event_from_dict(original_observation_dict)
  15. assert isinstance(
  16. observation_instance, Observation
  17. ), 'The observation instance should be an instance of Action.'
  18. assert isinstance(
  19. observation_instance, cls
  20. ), 'The observation instance should be an instance of CmdOutputObservation.'
  21. serialized_observation_dict = event_to_dict(observation_instance)
  22. serialized_observation_trajectory = event_to_trajectory(observation_instance)
  23. serialized_observation_memory = event_to_memory(
  24. observation_instance, max_message_chars
  25. )
  26. assert (
  27. serialized_observation_dict == original_observation_dict
  28. ), 'The serialized observation should match the original observation dict.'
  29. assert (
  30. serialized_observation_trajectory == original_observation_dict
  31. ), 'The serialized observation trajectory should match the original observation dict.'
  32. original_observation_dict.pop('message', None)
  33. original_observation_dict.pop('id', None)
  34. original_observation_dict.pop('timestamp', None)
  35. assert (
  36. serialized_observation_memory == original_observation_dict
  37. ), 'The serialized observation memory should match the original observation dict.'
  38. # Additional tests for various observation subclasses can be included here
  39. def test_success_field_serialization():
  40. # Test success=True
  41. obs = CmdOutputObservation(
  42. content='Command succeeded',
  43. exit_code=0,
  44. command='ls -l',
  45. command_id=3,
  46. )
  47. serialized = event_to_dict(obs)
  48. assert serialized['success'] is True
  49. # Test success=False
  50. obs = CmdOutputObservation(
  51. content='No such file or directory',
  52. exit_code=1,
  53. command='ls -l',
  54. command_id=3,
  55. )
  56. serialized = event_to_dict(obs)
  57. assert serialized['success'] is False