代码之家 › 专栏 › 技术社区 › Kalpesh

在python中将嵌套json简化为平面时出现递归错误

nested-json recursion python

1

Kalpesh · 技术社区 · 1 年前

我正在尝试展平json对象,以便可以从中创建纯csv文件。但它在投掷

RecursionError: maximum recursion depth exceeded while calling a Python object

我用python编写的代码,调用simplify_multy_nested_json_recur():

def simplify_multy_nested_json_recur(obj):
    kv = convert_list_to_kv(obj)
    simplified_json = simplify_nested_json(kv)
    if any(isinstance(value, list) for value in simplified_json.values()):
        simplified_json = simplify_multy_nested_json_recur(simplified_json)
    return simplified_json

def simplify_nested_json(obj, parent_key=""):
    """
    Recursively simplifies a nested JSON object by appending key names with the previous node's key.
    """
    new_obj = {}
    for key in obj:
        new_key = f"{parent_key}_{key}" if parent_key else key
        if isinstance(obj[key], dict):
            new_obj.update(simplify_nested_json(obj[key], parent_key=new_key))
        else:
            new_obj[new_key] = obj[key]
    return new_obj

def convert_list_to_kv(obj):
    """
    Converts list elements into key-value pairs if the list size is 1 in a JSON object.
    """
    for key in obj:
        if isinstance(obj[key], list) and len(obj[key]) == 1:
            obj[key] = obj[key][0]
        elif isinstance(obj[key], dict):
            convert_list_to_kv(obj[key])
    return obj

输入:

{'resourceType':'CP','id':'af160c6b','period':{'start':'1987-12-21T06:22:41-05:00'},'careTeam':[{'reference':'79a33a776b59'}],'goal':[{'reference':'c14'},{'reference':'b88'}],'activity':[{'detail':{'code':{'coding':[{'code':'160670007','display':'Diabetic diet'}],'text':'Diabetic diet'},'status':'in-progress'}}]}

1 回复 | 直到 1 年前

1

Saxtheowl 1 年前

由于连续递归,您有一个无限循环,因为停止递归的条件永远不会发生。

以下是我将如何修改您的代码:

def simplify_multy_nested_json_recur(obj):
    kv = convert_list_to_kv(obj)
    simplified_json = simplify_nested_json(kv)

    if any(isinstance(value, dict) for value in simplified_json.values()):
        simplified_json = simplify_multy_nested_json_recur(simplified_json)
    
    return simplified_json

def simplify_nested_json(obj, parent_key=""):
    new_obj = {}
    for key in obj:
        new_key = f"{parent_key}_{key}" if parent_key else key
        if isinstance(obj[key], dict):
            new_obj.update(simplify_nested_json(obj[key], parent_key=new_key))
        else:
            new_obj[new_key] = obj[key]
    return new_obj

def convert_list_to_kv(obj):
    for key in obj:
        if isinstance(obj[key], list) and len(obj[key]) == 1:
            obj[key] = obj[key][0]
        elif isinstance(obj[key], dict):
            convert_list_to_kv(obj[key])
    return obj