Stack Overflow Asked on December 16, 2021
I have a json from 3rd party which looks like this:
{
"id": "5fc2aa38-cd0a-11ea-87d0-0242ac130003",
"name": "Boca",
"div": 9,
"players": [
{
"id": "908c592a-cd0a-11ea-87d0-0242ac130003",
"name": "Tevez",
"goals": {
"league": 152,
"cup": 35,
"international": 77
},
"number": 10
},
{
"id": "99dcdd60-cd0a-11ea-87d0-0242ac130003",
"name": "Lopez",
"goals": {
"league": 22,
"cup": 3,
"international": 4
},
"number": 20
}
]
}
I need to deserialize into the python class ‘Team’ that contains the ‘Player’ and ‘Goal’ classes:
class Team(object):
def __init__(self, id, name, div, players):
self.id = id
self.name = name
self.div = div
self.players = players
class Player(object):
def __init__(self, id, name, goals, numbers):
self.id = id
self.name = name
self.goals = goals
self.numbers = numbers
class Goal(object):
def __init__(self, league, cup, international):
self.league = league
self.cup = cup
self.international = international
I have no problem to use type hints in the classes definition.
The best thing I came up with is to take this json, transform it to dictionary with json.dumps()
and then add keys to dictionary with the name of the class (like metadata):
{
"__team__": true,
"id": "5fc2aa38-cd0a-11ea-87d0-0242ac130003",
"name": "Boca",
"div": 9,
"players": [
{
"__player__": true
"id": "908c592a-cd0a-11ea-87d0-0242ac130003",
"name": "Tevez",
"goals": {
"__goal__": true,
"league": 152,
"cup": 35,
"international": 77
},
"number": 10
},
{
"__player__": true
"id": "99dcdd60-cd0a-11ea-87d0-0242ac130003",
"name": "Lopez",
"goals": {
"__goal__": true,
"league": 22,
"cup": 3,
"international": 4
},
"number": 20
}
]
}
Then, I want to use json.dump()
to have the json with the ‘metadata’, and then use object_hook
of json.loads()
like in the following example
https://docs.python.org/3/library/json.html
>>> import json
>>> def as_complex(dct):
... if '__complex__' in dct:
... return complex(dct['real'], dct['imag'])
... return dct
...
>>> json.loads('{"__complex__": true, "real": 1, "imag": 2}',
... object_hook=as_complex)
(1+2j)
>>> import decimal
>>> json.loads('1.1', parse_float=decimal.Decimal)
Decimal('1.1')
It seems to be so complicated but what are the alternatives?
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