def normalize_dict()

in src/pixparse/utils/json_utils.py [0:0]

• 23 lines of code
• 14 McCabe index (conditional complexity)

    def normalize_dict(self, data: Union[Dict, List, Any]):
        """
        Sort by value, while iterate over element if data is list
        """
        if not data:
            return {}

        if isinstance(data, dict):
            new_data = dict()
            for key in sorted(data.keys(), key=lambda k: (len(k), k)):
                value = self.normalize_dict(data[key])
                if value:
                    if not isinstance(value, list):
                        value = [value]
                    new_data[key] = value

        elif isinstance(data, list):
            if all(isinstance(item, dict) for item in data):
                new_data = []
                for item in data:
                    item = self.normalize_dict(item)
                    if item:
                        new_data.append(item)
            else:
                new_data = [str(item).strip() for item in data if type(item) in {str, int, float} and str(item).strip()]
        else:
            new_data = [str(data).strip()]

        return new_data