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19 lines
1.1 KiB
Markdown
19 lines
1.1 KiB
Markdown
# numpydantic
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[](https://pypi.org/project/numpydantic)
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[](https://numpydantic.readthedocs.io/en/latest/?badge=latest)
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[](https://coveralls.io/github/p2p-ld/numpydantic)
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[](https://github.com/psf/black)
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Type and shape validation and serialization for numpy arrays in pydantic models
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This package was picked out of [nwb-linkml](https://github.com/p2p-ld/nwb-linkml/), a
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translation of the [NWB](https://www.nwb.org/) schema language and data format to
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linkML and pydantic models.
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It does two primary things:
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- **Provide types** - Annotations (based on [npytyping](https://github.com/ramonhagenaars/nptyping))
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for specifying numpy arrays in pydantic models, and
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- **Generate models from LinkML** - extend the LinkML pydantic generator to create models that
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that use the [linkml-arrays](https://github.com/linkml/linkml-arrays) syntax
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