Toolkit for data modeling, validation, and typing
Project description
ModelingKit
Toolkit for data modeling, validation, and typing
Facilitates the following:
- Data models: Lightweight, pydantic-like modeling with validation
- Based on dataclasses, not custom metaclasses; avoids metaclass conflicts
- Validation: Mechanism to validate and convert objects based on annotations, with user-defined source/destination types and conversion logic
- Typing: Utilities to extract metadata from
Annotated[], handleLiteral[]and unions, and wrap type info in a user-friendly container - TOML models: Wrapper for
tomlkitwith user-defined model classes for documents and tables, also handling arrays of models
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