Add a hello-world tutorial - Githubissues

Galileo-Galilei / kedro-pandera

A kedro plugin to use pandera in your kedro projects

https://kedro-pandera.readthedocs.io/en/latest/

Apache License 2.0

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Add a hello-world tutorial #5

Closed Galileo-Galilei closed 1 year ago

Galileo-Galilei commented 1 year ago

Description

Code to copy paste is worth a thousand word !

Possible Implementation

clone the pandas iris tutorial
create the schema example_iris_data of a dataframe with the kedro pandera infer -d example_iris_data command.
Add a manual validation in the schema (ex: check that target is in ["setosa", "versicolor", "virginica"]
Run on a fake dataset
Enjoy the failure message

Other features

use the CLI to see the schema
generate a fake dataset and run the pipeline with it
add extra configuration (lazy failure...)

noklam commented 1 year ago

I would like to know what features are expected to be develop? Do you expect user run the validation manually or automatically during a kedro run? via #10 + reading the corresponding configuration?