baybe.utils.validation.validate_objective_input

baybe.utils.validation.validate_objective_input(data: DataFrame, objective: Objective)[source]

Validate the input dataframe for the given objective.

Parameters:

  • data (DataFrame) – The input dataframe to be validated.

  • objective (Objective) – The objective to validate against.

Raises:

IncompleteMeasurementsError – If the objective requires complete measurements but the input dataframe contains missing target values.

Return type:

None