baybe.utils.dataframe.normalize_input_dtypes¶

baybe.utils.dataframe.normalize_input_dtypes(df: DataFrame, objects: Iterable[Parameter | Target], /)[source]¶

Ensure that the input dataframe has the expected dtypes for all columns.

Parameters:

df (DataFrame) – The input dataframe to be checked.
objects (Iterable[Parameter | Target]) – The objects for which to check the corresponding column dtypes.

Return type:

DataFrame

Returns:

The original dataframe if there are no dtype issues. Otherwise, a copy with columns converted to expected dtypes.