## apply_implicit_component_maps()


Apply ImplicitComponentMap rules to a DataFrame.


Usage

``` python
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.


## Returns


`pd.DataFrame`  
DataFrame with implicit component mappings applied.