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Data Coercion Utilities · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesData Coercion Utilities

Mechanisms for converting data between types during validation or processing pipelines.

Distinguishing note: Focuses on lazy, on-demand type conversion within validation flows, distinct from static casting.

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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

    Converts input data into target types only when necessary during validation to maintain performance.

    Pythonhintsjson-schemaparsing
    26,932View on GitHub↗