1 repo
Awesome GitHub RepositoriesData Structure Validators
Utilities that verify data integrity by checking structures against defined schema constraints.
Distinguishing note: Focuses on structural validation of complex objects, distinct from simple unit testing.
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Awesome Data Structure Validators GitHub Repositories
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- pydantic/pydantic
pydantic/pydantic
26,932View on GitHubPydantic 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
Validates data structures by checking type hints against schema constraints to ensure data integrity.
Pythonhintsjson-schemaparsing
