How to retrieve the model name and version from MLW online endpoint?

Question

How to retrieve the model name and version from MLW online endpoint?

Demet Sude Saplik 36

Hi,

I have an online endpoint in machine learning workspace. I use REST API to call the endpoint. Additionally, I would like to retrieve the model name and version that is used by the online point. Is there a way to do it via REST API?

Thank you!

AshokPeddakotla-MSFT 35,971 Reputation points Moderator

2024-04-05T04:34:09.65+00:00

Demet Sude Saplik Greetings!

I have an online endpoint in machine learning workspace. I use REST API to call the endpoint. Additionally, I would like to retrieve the model name and version that is used by the online point. Is there a way to do it via REST API?

Did you check this Online Endpoints - List
Minh T 0 Reputation points

2024-04-22T20:27:37.84+00:00

I have tried using the REST API to retrieve online endpoints. It always returns an empty array. The UI in Azure ML shows the real time online endpoints. But the recommended REST API does not return the list. And I've searched throughout this site with a couple of other questions concerning this API that mention the same thing. I have also tried using azure ml cli extension with the same result - as it is just calling the same REST API.

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AshokPeddakotla-MSFT 35,971 Reputation points Moderator

2024-04-05T04:34:09.65+00:00

Demet Sude Saplik Greetings!

I have an online endpoint in machine learning workspace. I use REST API to call the endpoint. Additionally, I would like to retrieve the model name and version that is used by the online point. Is there a way to do it via REST API?

Did you check this Online Endpoints - List
Minh T 0 Reputation points

2024-04-22T20:27:37.84+00:00

I have tried using the REST API to retrieve online endpoints. It always returns an empty array. The UI in Azure ML shows the real time online endpoints. But the recommended REST API does not return the list. And I've searched throughout this site with a couple of other questions concerning this API that mention the same thing. I have also tried using azure ml cli extension with the same result - as it is just calling the same REST API.

Answer 1

Minh T 0

I finally found out how to get the list of online endpoints. The only thing that worked for me is to switch to the modelmanagement api instead of the general management api documented by Microsoft at the Online Endpoints - List.

More details can be found here - Drill down into workspaces and their resources

The page discusses how you need to switch to specific modelmanagement api provided by a discoveryUrl.

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How to retrieve the model name and version from MLW online endpoint?

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