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Introspection Frameworks · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesIntrospection Frameworks

Libraries that analyze class structures and type metadata at runtime to facilitate dynamic behavior.

Distinguishing note: Focuses on runtime inspection of type hints and class structures for data processing, rather than general reflection.

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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

    Inspects class structures and type hints at runtime to build internal representations for efficient data processing.

    Pythonhintsjson-schemaparsing
    26,932View on GitHub↗