Examples

You may want to know what JSONClasses is and how it can be used. The best way to introduce is providing examples.

A Validation Example

A simplest JSONClasses usage looks like this. This is quite similar to pydantic however JSONClasses has more natural and intuitive syntax.

@jsonclassclass UserInput:    email: str = types.str.email.required    password: str = types.str.securepw.length(8, 16).required    theme_color: str = types.str.hexcolor.default('007aff').required

user_input = UserInput(**input)user_input.validate()

A Database Example

JSONClasses has database integrated. In this example, the data is structured as Article class with field definitions. The detailed typing, validating and transforming rules are written in the intuitive chained pipelines. The class also gains ORM integration functionalities through the magical decorator @pymongo.

@pymongo@jsonclassclass Article:    id: str = types.readonly.str.primary.mongoid.required    name: str = types.str.trim.minlength(2).required    content: str = types.str.minlength(300).required

article = Article(name='Name', content='Content')article.save()

A Server Example

JSONClasses generates default RESTful API routes for its models. An @api decorator is used to do the magic. It can be integrated into Flask or FastAPI.

@authorized@api@pymongo@jsonclassclass User:    id: str = types.readonly.str.primary.mongoid.required    email: str = types.str.email.unique.required    password: str = types.writeonly.str.securepw.length(8, 16).salt.authbycheckpw.required    articles: list[Article] = types.listof('Article').linkedby('author')

@api@pymongo@jsonclassclass Article:    id: str = types.readonly.str.primary.mongoid.required    name: str = types.str.trim.minlength(2).required    content: str = types.str.minlength(300).required    author: User = types.objof('User').linkto.required

flask_app = create_flask_server()fastapi_app = create_fastapi_server()