apply_implicit_component_maps()

Apply ImplicitComponentMap rules to a DataFrame.

Usage

apply_implicit_component_maps(
    df,
    implicit_maps,
    verbose=False,
)

Copies values from source to target columns, supporting different source/target names.

Parameters

df: pd.DataFrame: The source dataset.
implicit_maps: list[px.model.map.ImplicitComponentMap]: A list of ImplicitComponentMap objects.
verbose: bool = False: If True, log applied mappings at INFO level (DEBUG otherwise). Missing-source warnings are always logged at WARNING level.