Created
July 9, 2015 12:29
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parse a json schema and generate a python class from it
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# -*- coding: utf-8 -*- | |
import json | |
class ModelFactory(object): | |
"""Parse a JSONSchema and generate a class from it.""" | |
TYPES = { | |
'string': str, | |
'integer': int, | |
'number': float, | |
'boolean': bool, | |
'object': dict, | |
'array': list, | |
'null': type(None), | |
'any': object | |
} | |
def __init__(self, *args, **kwargs): | |
super(ModelFactory, self).__init__(*args, **kwargs) | |
self.cache = {} | |
def get_cls(self, path): | |
with open(path) as f: | |
schema = json.load(f) | |
schemaname = str(schema['$schema']) | |
cls = self.cache.get(schemaname, None) | |
if cls is None: | |
base = ModelFactory.TYPES[schema['type']] | |
members = self.get_members(schema) | |
cls = type(schemaname, (base,), members) | |
self.cache[schemaname] = cls | |
return cls | |
def get_members(self, schema): | |
members = { | |
'__doc__': schema.get('description', None) | |
} | |
if schema['type'] == 'object': | |
for field in schema['properties']: | |
fieldname = field.upper() | |
desc = schema['properties'][field].get('description', None) | |
default = schema['properties'][field].get('default', None) | |
def get_property(fieldname, desc): | |
def fget(self): | |
attrname = getattr(self, fieldname) | |
if attrname not in self: | |
setattr(self, attrname, None) | |
return self[attrname] | |
def fset(self, value): | |
attrname = getattr(self, fieldname) | |
if value is None: | |
value = default | |
self[attrname] = value | |
def fdel(self): | |
attrname = getattr(self, fieldname) | |
del self[attrname] | |
return property(fget, fset, fdel, desc) | |
members[fieldname] = field | |
members[field] = get_property(fieldname, desc) | |
return members |
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