TimeFrame.infill

TimeFrame.infill(infill_method, column_name, max_gap_size=None, observation_interval=None, flag_params=None, **kwargs)[source]

Apply an infilling method to a column in the TimeFrame to fill in missing data.

Parameters:

  • infill_method (Union[str, Type[InfillMethod], InfillMethod]) – The method to use for infilling

  • column_name (str) – The column to infill

  • max_gap_size (int | None) – The maximum size of consecutive null gaps that should be filled. Any gap larger than this will not be infilled and will remain as null.

  • observation_interval (tuple[datetime, datetime | None] | None) – Optional time interval to limit the check to.

  • flag_params (tuple[str, str | int] | None) – Tuple of (flag column name [str], flag value [str | int]. If provided, add given flag value to the flag column on rows that were infilled. If not provided, no flags added.

  • **kwargs – Parameters specific to the infill method.

Return type:

TimeFrame

Returns:

A TimeFrame containing the aggregated data.