在嵌套字典中序列化对象的最简单方法

Question

我想序列化下面字典中键为“manager_objects”的所有对象。最简单的方法是什么？在

department {
id: 1,
name: 'ARC',
manager_object: <Object>
sub_department: {
    id: 5,
    name: 'ABC'
    manager_object: <Object>
    sub_department: {
        id: 7,
        name: 'TRW',
        manager_object: <Object>
        sub_department: {
            id: 9,
            name: 'MYT',
            manager_object: <Object>
            sub_deparment: {
                id: 12,
                name: 'NMY'
                manager_object: <Object>
                sub_department: {}
            }

        }
    }

}

}

Answer 1

如果字典包含Python/json默认情况下不知道如何序列化的对象，则需要给json.dump或{}一个函数作为其default关键字，告诉它如何序列化这些对象。举例说明：

import json

class Friend(object):
    def __init__(self, name, phone_num):
        self.name = name
        self.phone_num = phone_num

def serialize_friend(obj):
   if isinstance(obj, Friend):
       serial = obj.name + "-" + str(obj.phone_num)
       return serial
   else:
       raise TypeError ("Type not serializable")

paul = Friend("Paul", 1234567890)
john = Friend("John", 1234567890)

friends_dict = {"paul": paul, "john": john}
print json.dumps(friends_dict, default=serialize_friend)

Answer 2

默认情况下，嵌套字典、枚举、日期、时间和日期时间在Python中不可序列化。这是我处理这些类型的方法

from datetime import time
from datetime import datetime
from datetime import timedelta
import json
import enum

def to_serializable(val):
    """JSON serializer for objects not serializable by default"""

    if isinstance(val, (datetime, date, time)):
        return val.isoformat()
    elif isinstance(val, enum.Enum):
        return val.value
    elif hasattr(val, '__dict__'):
        return val.__dict__

    return val


def to_json(data):
    """Converts object to JSON formatted string"""

    return json.dumps(data, default=to_serializable)

# example on how to serialize dict
to_json(mydict.__dict__)

Answer 3

您可以编写自己的JsonEncoder（或使用@PaulDapolito描述的方法）。但，这两种方法都只在您知道键为manager_object的项的类型时才起作用。 From docs：要使用自定义JSONEncoder子类（例如，重写default（）方法以序列化其他类型的子类），请使用cls kwarg指定它；否则将使用JSONEncoder。在

# Example of custom encoder
class CustomJsonEncoder(json.JSONEncoder):
    def default(self, o):
        # Here you can serialize your object depending of its type
        # or you can define a method in your class which serializes the object           
        if isinstance(o, (Employee, Autocar)):
            return o.__dict__  # Or another method to serialize it
        else:
            return json.JSONEncoder.encode(self, o)

# Usage
json.dumps(items, cls=CustomJsonEncoder)