Plugin to allow Pydantic Models as Node Inputs in Kedro
Project description
Kedantic
Overview
Kedantic allows you to specify Pydantic models as parameter inputs to your kedro nodes. This has the following benefits
- Offload parameter validation to Pydantic
- Make unit testing of nodes simpler, due to point 1.
- Better type hinting than generic dictionaries when working in an IDE with a lsp
Installation
To install, simply run
pip install kedantic
Use
To utilize, simply annotate your node's function parameters with pydantic models and kedantic will take care of the rest. Kedantic will only automatically validate inputs that are parameters into a node, i.e. the inputs name must start with "params:" on the pipeline definition.
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