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Schema-Driven Modeling Frameworks · Awesome GitHub Repositories

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Awesome GitHub RepositoriesSchema-Driven Modeling Frameworks

Tools that enable the creation of structured data models that enforce business rules via type annotations.

Distinguishing note: Focuses on modeling data with built-in enforcement, distinct from simple ORM layers.

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  • pydantic/pydantic

    pydantic/pydantic

    26,932View on GitHub↗

    Pydantic is a data validation and serialization library that enforces schema constraints and performs type conversion on complex data structures. It utilizes standard Python type annotations to define data models, allowing developers to establish structured schemas that automatically enforce business rules and constraints without the need for custom domain-specific languages. The library distinguishes itself by transforming high-level model definitions into optimized code during initialization to minimize runtime overhead. It supports recursive validation for nested data structures and employ

    Creates structured data models that automatically enforce business rules and constraints through type annotations.

    Pythonhintsjson-schemaparsing
    26,932View on GitHub↗