arthurai.core.inferences.nest_reference_data

arthurai.core.inferences.nest_reference_data(data, attributes)

Reformat List of Dicts reference data to nest reference data as expected by the Arthur API. For example:

[
    {
        "input_attr": 1.0,
        "ground_truth": 1,
    }
]

Will become:

[
    {
        "reference_data": {
            "input_attr": 1.0,
            "ground_truth": 1,
        }
    }
]

Parameters

• data (List[Dict[str, Any]]) – the reference data to reformat, either already nested or flat

• attributes (List[ArthurAttribute]) – the model’s attributes

Return type

List[Dict[str, Any]]

Returns

the nested data