Assert that the previously saved optimizer is equal to the phase's optimizer if a saved optimizer is found.

    Parameters
    ----------
    phase
        The phase

    Raises
    -------
    exc.PipelineException

def assert_optimizer_pickle_matches_for_phase(phase):
    """
    Assert that the previously saved optimizer is equal to the phase's optimizer if a saved optimizer is found.

    Parameters
    ----------
    phase
        The phase

    Raises
    -------
    exc.PipelineException
    """
    path = make_optimizer_pickle_path(phase)
    if os.path.exists(path):
        with open(path, "r+b") as f:
            loaded_optimizer = pickle.loads(f.read())
            if phase.optimizer != loaded_optimizer:
                raise exc.PipelineException(
                    f"Can't restart phase at path {path} because settings don't match. "
                    f"Did you change the optimizer settings or model?")