import pandas as pd from data_loader.types import ForwardReturnSeries def create_forward_returns(series: pd.Series, period: int) -> ForwardReturnSeries: assert period > 0 indexer = pd.api.indexers.FixedForwardWindowIndexer(window_size=period) forward_returns = series.rolling(window=indexer).sum() return forward_returns