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getindata / kedro-azureml

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines
https://kedro-azureml.readthedocs.io
Apache License 2.0
36 stars 17 forks source link

Pass user input parameters to Azure pipeline at the run time #93

Open Jonghyun-Yun opened 6 months ago

Jonghyun-Yun commented 6 months ago

Hello Team!

I have some designing questions, and see if kedro-azureml is the right tool to use.

My team is building a long running simulation model written using Kedro. We have a ton of parameters in conf/base/. Our goal is to let users configure the parameters from UI (wepapp written in js), and to trigger the model with these parameters from UI. We heard that we can create REST API for Azure pipeline to run the model and pass input parameters to the model. If our team create the pipeline using kedro-azureml, can we pass different parameters at the run time?

I'm new to kedro and azure, so please correct me if I'm wrong.

tomasvanpottelbergh commented 3 weeks ago

Hi, yes, parameters can be overridden by passing them as a JSON string to the --params argument of the kedro azureml run command.