StrongJson

A more faithful python json encoder/decoder.

Install

pip install strong_json

or directly from this repository

pip install git+git://github.com/piti118/strong-json.git

Features

In addition to the standard json.dumps/loads, this module offer the following additional behavior.

• Custom class support outside the box(overridable via ToJsonable interface).

  • class User:
        def __init__(self, first, last):
            self.first = first
            self.last = last
    

• Preserve type information.

  • User('f', 'l') -> {"__type__": "User", "first":"f", "last":"l"}

• More faithful dictionary dumps/loads

  • Treat dictionary as OrderedDictionary when encode. See Python 3.6 Release Note.
    • {'a':'b', 'c':'d'} ->

      {
          "__type__": "dict",
          "__data__": [
              {"key": "a", "value": "b"},
              {"key": "c", "value": "d"}
          ]
      }
      

    • Decoder will accept both traditional form({'a':'b','c':'d'}) and the form above.
  • Allow any hashable object as key
    • {User('f', 'l'): 1, User('a','b'):2} ->

      {
          "__type__": "dict",
          "__data__": [
              {
                  "key": {"__type__": "User", "first": "f", "last":"l"}, 
                  "value": 1
              },
              {
                  "key": {"__type__": "User", "first": "a", "last":"b"}, 
                  "value": 2
              }
          ]
      }        
      

• Distinguish tuple from List

  • [1,2,3] -> [1,2,3]
  • (1,2,3) -> {"__type__":"tuple", "__data__":[1,2,3]}

• Custom class decoder whitelist via class_map

  • from strong_json import StrongJson
    s = {'__type__': 'User', 'first':'f', 'last':'l'}
    class_map = {'User', User}
    custom_json = StrongJson(class_map=class_map)
    custom_json.from_json(s)
    

  • By default, strong json pass all the argument by name to the constructor.
  • You could also override StrongJson or implement interface FromJsonable for custom decoder.
  • You could also use strong_json.ClassMapBuilder to save some typing.

• Support for date and datetime.

  • datetime.date(2019,8,23) ->

  {
      "__type__": "date", 
      "year": 2019, 
      "month": 8, 
      "day": 23
  }
  

• Support for Enum.

  • from enum import Enum
    class Color(Enum):
      RED='redd'
      BLUE='blueee'
    strong_json.to_json(Color.RED)
    

    ->

    {"__type__": "Color", "__data__":"RED"}
    

• Support for numpy and pandas. (via to_dict and tolist)

• nan, inf, -inf are dumped as dict ex: {"__type__":"float", "__data__":"nan"}

Basic Usage

From Object to JSON

Builtin Object

from strong_json import strong_json
obj = {'a': [1,2,3], 'b':[2,3,4]}
s = strong_json.to_json(obj)

# if you want indentation you could do
s_indent = strong_json.to_json(obj, indent=2)

Custom Class

SimpleClass

Custom class works out of the box

from strong_json import strong_json

class SimpleClass:
    def __init__(self, msg):
        self.msg = msg

obj = SimpleClass('hello')
s = strong_json.to_json(object)

which produce json of the form

{
  "__type__": "SimpleClass",
  "msg": "hello"
}

Custom Encoder.

If you don't like the default class encoder you can create new one by implementing ToJsonable interface.

from strong_json import strong_json, ToJsonable

class User(ToJsonable):
    def __init__(self, first, last):
        self.first = first
        self.last = last

    # this is where the magic happens.
    def to_json_dict(self, encoder: StrongJson) -> Dict[str, JSONPrimitive]:
        return {
            '__type__': 'User',
            'first': encoder.to_json_dict(self.first),
            'last': encoder.to_json_dict(self.last),
            'full_name': encoder.to_json_dict(f"{self.first} {self.last}")
        }

obj = User('hello', 'world')
s = strong_json.to_json(object)

which produces json of the form

{
  "__type__": "User",
  "first": "hello",
  "last": "world",
  "full_name": "hello_world"
}

From JSON to object

Builtin Object

from strong_json import strong_json
s = """{"a": "b", "c":"d"}"""
obj = strong_json.from_json(s)

Custom Class

from strong_json import StrongJson

class User: # it doesn't have to be ToJsonable
    def __init__(self, first, last):
        self.first = first
        self.last = last

s = """
{
    "__type__": "User",
    "first": "hello",
    "last": "world"
}
"""
class_map = {'User': User}
custom_json = StrongJson(class_map=class_map)
obj = custom_json.to_json(s, class_map)