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Type and shape validation and serialization for numpy arrays in pydantic models
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README.md

numpydantic

PyPI - Version Documentation Status Coverage Status Code style: black

Type and shape validation and serialization for numpy arrays in pydantic models

This package was picked out of nwb-linkml, a translation of the NWB schema language and data format to linkML and pydantic models.

It does two primary things:

  • Provide types - Annotations (based on npytyping) for specifying numpy arrays in pydantic models, and
  • Generate models from LinkML - extend the LinkML pydantic generator to create models that that use the linkml-arrays syntax