How to take the machine learning models I've developed and embed them in my application?

[julieb1]

I'd like to export and use the machine learning models I've created in Viya Model Builder in my application. How do I get them out of Viya and into my application? Is this what SWAT is for? If so, what SWAT interface would be used to invoke my models, pass them input data, and collect the resulting predictions?

[DaisyQL]

If you have Viya Model Manager, you could publish the model to the Viya Model Manager directly from Model Builder.
https://documentation.sas.com/api/docsets/mdlmgrug/15.3/content/mdlmgrug.pdf?locale=en

[julieb1]

Thank you for your reply. I do have Model Manager, yes. What I'm wondering is if I can extract the code and use it externally from Viya. Is there a CAS runtime I can embed in my application?

[DaisyQL · Accepted solution]

To my understanding of your question, once you finished building your model in Model Builder, export it into the Model Manager. Externally, your application could make a RESTful request to Model Manager, in your RESTful call you might be able to submit the input data for prediction.