baybe.searchspace.validation.validate_dataframe_active_values

baybe.searchspace.validation.validate_dataframe_active_values(df: DataFrame, /, parameters: Sequence[Parameter])[source]

Validate a dataframe content against the active values of certain parameters.

Parameters:

  • df (DataFrame) – The dataframe to validate.

  • parameters (Sequence[Parameter]) – The parameters to check against.

Raises:

ExceptionGroup – Contains a IncompatibilityError for each dataframe column with values outside the active values set of the corresponding parameter.

Return type:

None