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Python typed object schema validation

Project description

objectmodel

Python typed object model for schema creation and validation

A bit unpythonic object definition, but sometimes things should be strict and typed :) Ideal for protocols and schemas.

Objects populated by ObjectModel class guarantee to match the desired state and fully serializable at any time.

Installation

This library is still in a development state, so please dont use it right away - the API might change at any time

pip install objectmodel

TODO

  • Performance benchmarks (ObjectModel vs plain object, namedtuple, dict)
  • __state__: Dict[str, Any] vs dynamically populated __slots__
  • Better validation and state ensurance
  • Strict collections (ObjectModelList and ObjectModelDict)?
    • Separate key and value validation for collections
  • Better field API
    • Predefined fields (StringField, IntField, FloatField)
  • Proxy fields:
    • MethodField or ComputedField
  • Readonly fields
  • More tests!
  • More examples
  • Auto-deployment to PyPI

Project details


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