Esempio n. 1
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def test_revert_action_event(default_domain):
    tracker = DialogueStateTracker("default", default_domain.slots)
    # the retrieved tracker should be empty
    assert len(tracker.events) == 0

    intent = {"name": "greet", "confidence": 1.0}
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))
    tracker.update(UserUttered("/greet", intent, []))
    tracker.update(ActionExecuted("my_action"))
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))

    # Expecting count of 4:
    #   +3 executed actions
    #   +1 final state
    assert tracker.latest_action_name == ACTION_LISTEN_NAME
    assert len(list(tracker.generate_all_prior_trackers())) == 4

    tracker.update(ActionReverted())

    # Expecting count of 3:
    #   +3 executed actions
    #   +1 final state
    #   -1 reverted action
    assert tracker.latest_action_name == "my_action"
    assert len(list(tracker.generate_all_prior_trackers())) == 3

    dialogue = tracker.as_dialogue()

    recovered = DialogueStateTracker("default", default_domain.slots)
    recovered.recreate_from_dialogue(dialogue)

    assert recovered.current_state() == tracker.current_state()
    assert tracker.latest_action_name == "my_action"
    assert len(list(tracker.generate_all_prior_trackers())) == 3
Esempio n. 2
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def test_restart_event(default_domain):
    tracker = DialogueStateTracker("default", default_domain.slots)
    # the retrieved tracker should be empty
    assert len(tracker.events) == 0

    intent = {"name": "greet", "confidence": 1.0}
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))
    tracker.update(UserUttered("/greet", intent, []))
    tracker.update(ActionExecuted("my_action"))
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))

    assert len(tracker.events) == 4
    assert tracker.latest_message.text == "/greet"
    assert len(list(tracker.generate_all_prior_trackers())) == 4

    tracker.update(Restarted())

    assert len(tracker.events) == 5
    assert tracker.followup_action is not None
    assert tracker.followup_action == ACTION_LISTEN_NAME
    assert tracker.latest_message.text is None
    assert len(list(tracker.generate_all_prior_trackers())) == 1

    dialogue = tracker.as_dialogue()

    recovered = DialogueStateTracker("default", default_domain.slots)
    recovered.recreate_from_dialogue(dialogue)

    assert recovered.current_state() == tracker.current_state()
    assert len(recovered.events) == 5
    assert recovered.latest_message.text is None
    assert len(list(recovered.generate_all_prior_trackers())) == 1
Esempio n. 3
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def test_revert_user_utterance_event(default_domain):
    tracker = DialogueStateTracker("default", default_domain.slots)
    # the retrieved tracker should be empty
    assert len(tracker.events) == 0

    intent1 = {"name": "greet", "confidence": 1.0}
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))
    tracker.update(UserUttered("/greet", intent1, []))
    tracker.update(ActionExecuted("my_action_1"))
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))

    intent2 = {"name": "goodbye", "confidence": 1.0}
    tracker.update(UserUttered("/goodbye", intent2, []))
    tracker.update(ActionExecuted("my_action_2"))
    tracker.update(ActionExecuted(ACTION_LISTEN_NAME))

    # Expecting count of 6:
    #   +5 executed actions
    #   +1 final state
    assert tracker.latest_action_name == ACTION_LISTEN_NAME
    assert len(list(tracker.generate_all_prior_trackers())) == 6

    tracker.update(UserUtteranceReverted())

    # Expecting count of 3:
    #   +5 executed actions
    #   +1 final state
    #   -2 rewound actions associated with the /goodbye
    #   -1 rewound action from the listen right before /goodbye
    assert tracker.latest_action_name == "my_action_1"
    assert len(list(tracker.generate_all_prior_trackers())) == 3

    dialogue = tracker.as_dialogue()

    recovered = DialogueStateTracker("default", default_domain.slots)
    recovered.recreate_from_dialogue(dialogue)

    assert recovered.current_state() == tracker.current_state()
    assert tracker.latest_action_name == "my_action_1"
    assert len(list(tracker.generate_all_prior_trackers())) == 3
Esempio n. 4
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    def serialise_tracker(tracker: DialogueStateTracker) -> Text:
        """Serializes the tracker, returns representation of the tracker."""
        dialogue = tracker.as_dialogue()

        return json.dumps(dialogue.as_dict())