Online Endpoint Deployment in Azure ML Studio

Question

I was using the Azure Machine learning studio yesterday and my endpoints were deployed perfectly. I came back today and I am unable to test my endpoints because "V1 deployment testing is not supported." Does anyone know how to dix this issue

Answer 1

Thanks for posting your question in the Microsoft Q&A forum.

Microsoft has introduced a new deployment type called "Managed Online Endpoints" which replaces the previous "V1" deployment method.

In Azure Machine Learning Studio, go to the "Endpoints" section and click on "Create endpoint" to create a new Managed Online Endpoint. after creating the endpoint, you can deploy your model to this endpoint. You can either deploy a new model or use an existing registered model from your workspace.

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Answer 2

Am very sorry for the delayed reply -- just in case if you are still facing the issue, easiest way to tackle this is to: reach for the JSON schema from Swagger URI mentioned at the bottom of your Details page:

There you would get the strcuture of your JSON input easily:

Click on 'Pretty-print' to get better impression of the structure, and then find the JSON example as shown above.

Rest part is very simple: copy the above example and try to post it from Postman, with Key values obtained from Endpoint details page.

It's just an workaround, not an exact solution though :-)