base.py

from abc import ABC

from coati.experience_maker import Experience


class TrainerCallback(ABC):
    """
    Base callback class. It defines the interface for callbacks.
    """

    def on_fit_start(self) -> None:
        pass

    def on_fit_end(self) -> None:
        pass

    def on_episode_start(self, episode: int) -> None:
        pass

    def on_episode_end(self, episode: int) -> None:
        pass

    def on_epoch_start(self, epoch: int) -> None:
        pass

    def on_epoch_end(self, epoch: int) -> None:
        pass

    def on_batch_start(self) -> None:
        pass

    def on_batch_end(self, metrics: dict, experience: Experience) -> None:
        pass

    def on_update_start(self) -> None:
        pass

    def on_update_end(self) -> None:
        pass


class MakerCallback(ABC):
    def on_loop_start(self) -> None:
        pass

    def on_loop_end(self) -> None:
        pass

    def on_make_experience_start(self) -> None:
        pass

    def on_make_experience_end(self, experience: Experience) -> None:
        pass

    def on_send_start(self) -> None:
        pass

    def on_send_end(self) -> None:
        pass

    def on_batch_start(self) -> None:
        pass

    def on_batch_end(self) -> None:
        pass