def get_label_features()

in utils/dataset_utils.py [0:0]

• 24 lines of code
• 11 McCabe index (conditional complexity)

def get_label_features(features, parents=None):
    """
    Recursively get a list of all features that are ClassLabels
    :param features:
    :param parents:
    :return: pairs of tuples as above and the list of class names
    """
    if parents is None:
        parents = []
    label_features = []
    for name, feat in features.items():
        if isinstance(feat, dict):
            if "names" in feat:
                label_features += [(tuple(parents + [name]), feat["names"])]
            elif "feature" in feat:
                if "names" in feat:
                    label_features += [
                        (tuple(parents + [name]), feat["feature"]["names"])
                    ]
                elif isinstance(feat["feature"], dict):
                    label_features += get_label_features(
                        feat["feature"], parents + [name]
                    )
            else:
                for k, v in feat.items():
                    if isinstance(v, dict):
                        label_features += get_label_features(v, parents + [name, k])
        elif name == "names":
            label_features += [(tuple(parents), feat)]
    return label_features