class BehavioralModel:
    """
    BehaviorModel is a superclass that defines the interface for all behavior models.

    It has a variable but runtime-fixed number of inputs and outputs
    """

    def __init__(self, ):
        self.inputs = {}
        self.outputs = {}

    def tick(self, input_data) -> dict:
        """
        Processes the given input data and produces a corresponding output dictionary.

        This function serves as a placeholder or basic structure for processing input data
        and preparing the output. The specific functionality should be implemented according
        to the requirements of the application.

        :param input_data: Input data to be processed.
        :type input_data: Dict
        :return: A dictionary containing the processed output data.
        :rtype: Dict
        """
        output_data = {}

        for key in self.outputs:
            if key not in output_data:
                raise KeyError(f"Output key '{key}' not found in output data.")

        return output_data