numpydantic#
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’s in a hurried and limited form to make it
available for a LinkML hackathon, but will be matured as part of nwb-linkml
development
as the primary place this logic exists.
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