Python3 解析复杂结构的 json

d1 = [{"id" : 1,"name" : "Number1","age" : 11},{"id" : 2,"name" : "Number2","age" : 22},{"id" : "3","name" : "Number3","age" : 33}]
d2 = {"persons" :[{"id" : 1,"name" : "Number1","age" : 11},{"id" : "2","name" : "Number2","age" : 22},{"id" : 3,"name" : "Number3","age" : 33}]}
d3 = {"code" : 200, "persons" :[{"id" : 1,"name" : "Number1","age" : 11},{"id" : True,"name" : "Number2","age" : 22},{"id" : 3,"name" : "Number3","age" : 33}]}

## 获取 json 数组或json 对象的 key 列表

def get_json_keys(json_str,json_keys = []):
    if isinstance(json_str,list):
        for json_obj in json_str:
            for key in json_obj.keys():
                if key not in json_keys:
                    json_keys.append(key)
    elif isinstance(json_str,dict):
        for key in json_str.keys():
                if key not in json_keys:
                    json_keys.append(key)
    return json_keys

## 将json 数组中相同的 key – value值进行合并

def get_key_values(json_str,json_keys):
    target_json = {}
    for key in json_keys:
        key_values = []
        for json_obj in json_str:
            if isinstance(json_obj,dict):
                key_values.append(json_obj[key])
        target_json[key] = key_values
    return target_json

## 主方法

def analyse_json(json_str):
    target_json = {}
    json_keys = []
    if isinstance(json_str,list):
        json_keys = get_json_keys(json_str,json_keys)
        target_json = get_key_values(json_str,json_keys)
    elif isinstance(json_str,dict):
        json_keys = get_json_keys(json_str,json_keys)
        for key in json_keys:
            if not isinstance(json_str[key],list) and not  isinstance(json_str[key],dict):
                target_json[key] = json_str[key]
            else:
                target_json[key] = analyse_json(json_str[key])
    return target_json


print(analyse_json(d1))
print(analyse_json(d2))
print(analyse_json(d3))

输出：

{'id': [1, 2, '3'], 'name': ['Number1', 'Number2', 'Number3'], 'age': [11, 22, 33]}
{'persons': {'id': [1, '2', 3], 'name': ['Number1', 'Number2', 'Number3'], 'age': [11, 22, 33]}}
{'code': 200, 'persons': {'id': [1, True, 3], 'name': ['Number1', 'Number2', 'Number3'], 'age': [11, 22, 33]}}