@classmethod
def get_distance_time_series(cls, time_series_x, time_series_y,
    embedding_dimension, time_delay_x, time_delay_y, index_x, index_y):
    """
        Get distance between two vectors (time series representation).

        :param time_series_x: Time series on X axis.
        :param time_series_y: Time series on Y axis.
        :param embedding_dimension: Embedding dimension.
        :param time_delay_x: Time delay of the time series on the X axis.
        :param time_delay_y: Time delay of the time series on the Y axis.
        :param index_x: Index on X axis.
        :param index_y: Index on Y axis.
        :returns: Distance between two vectors.
        :rtype: Float value.
        """
    pass
