def sum_dicts()

in ludwig/utils/misc_utils.py [0:0]

• 16 lines of code
• 6 McCabe index (conditional complexity)

def sum_dicts(dicts, dict_type=dict):
    summed_dict = dict_type()
    for d in dicts:
        for key, value in d.items():
            if key in summed_dict:
                prev_value = summed_dict[key]
                if isinstance(value, (dict, OrderedDict)):
                    summed_dict[key] = sum_dicts([prev_value, value],
                                                 dict_type=type(value))
                elif isinstance(value, numpy.ndarray):
                    summed_dict[key] = numpy.concatenate((prev_value, value))
                else:
                    summed_dict[key] = prev_value + value
            else:
                summed_dict[key] = value
    return summed_dict