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karamem0 avatar image
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karamem0 asked GiftA-MSFT commented

How to deploy R script web service via Azure CLI

Hello everyone,

I am tring to deploy R script as a web service using Azure Machine Learning. I created pipeline as below.

143603-001.png

I can deploy the model and endpoint from [Deploy] button but I cannot control some properties: i.e. resource name, dns name.

It seems that the az ml model deploy command can be used to deploy the endpoint.

https://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-azure-container-instance#using-the-azure-cli

I have no information for inferenceconfig.json. How to write score.py to execute R script? Is it any example?

azure-machine-learning
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I found the notice from the article.

We append hashed workspace id to all underlying ACI resources which are created, all ACI names from same workspace will have same suffix.

Is this mean that I cannot change the resource name?

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Correct, you cannot change the resource name.

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1 Answer

GiftA-MSFT avatar image
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GiftA-MSFT answered

Hi, the following document describes how to define an inference configuration.



--- Kindly Accept Answer if the information helps. Thanks.


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