JSON schema generation from dataclasses
Project description
JSON schema generation from python 3.7 dataclasses. Python 3.6 is supported through the dataclasses backport. Also provides serialisation to and from JSON data with JSON schema validation.
Examples
from dataclasses import dataclass
from dataclasses_jsonschema import JsonSchemaMixin
@dataclass
class Point(JsonSchemaMixin):
x: float
y: float
Generate the schema:
>>> pprint(Point.json_schema())
{
'description': 'Point(x:float, y:float)',
'type': 'object',
'properties': {
'x': {'format': 'float', 'type': 'number'},
'y': {'format': 'float', 'type': 'number'}
},
'required': ['x', 'y']
}
Deserialise data:
>>> Point.from_dict({'x': 3.14, 'y': 1.5})
Point(x=3.14, y=1.5)
>>> Point.from_dict({'x': 3.14, y: 'wrong'})
jsonschema.exceptions.ValidationError: 'wrong' is not of type 'number'
TODO
Support type Union using ‘oneOf’
Support NewType fields
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