I know this looks like Frequency Ask Question mainly this question: How to convert JSON data into a Python object?
I will mention most voted answer:
import json from types import SimpleNamespace data = '{"name": "John Smith", "hometown": {"name": "New York", "id": 123}}' # Parse JSON into an object with attributes corresponding to dict keys. x = json.loads(data, object_hook=lambda d: SimpleNamespace(**d)) print(x.name, x.hometown.name, x.hometown.id)
Based on that answer, x
is object. But it’s not object from model. I mean model that created with class. For example:
import json from types import SimpleNamespace class Hometown: def __init__(self, name : str, id : int): self.name = name self.id = id class Person: # this is a model class def __init__(self, name: str, hometown: Hometown): self.name = name self.hometown = hometown data = '{"name": "John Smith", "hometown": {"name": "New York", "id": 123}}' x = Person(what should I fill here?) # I expect this will automatically fill properties from constructor based on json data print(type(x.hometown)) # will return Hometown class
I’m asking this is simply because my autocompletion doesn’t work in my code editor if I don’t create model class. For example if I type dot after object, it will not show properties name.
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Answer
This is how you can achieve that.
class Person: # this is a model class def __init__(self, name: str, hometown: dict): self.name = name self.hometown = Hometown(**hometown) x = Person(**json.loads(data))