Azure ML online deployment update issue

Hammi Amine 0

Dear,

I have python script that update an existing online deployment (created manually from Azure ML Studio). This is the code:

deploy = ml_client.online_deployments.get(name=model_name, endpoint_name=online_endpoint_name)

deploy.instance_count = 2

ml_client.online_deployments.begin_create_or_update(deploy).result()

I got this error message:

online_deployments_operations.py", line 864, in _create_or_update_initial raise HttpResponseError(response=response, error_format=ARMErrorFormat) azure.core.exceptions.HttpResponseError: (BadRequest) The request is invalid. Code: BadRequest Message: The request is invalid. Exception Details: (MissingDriverProgram) Could not find driver program in the request.

This code was working perfectly without any issue. It's stopped to work since three weeks. I don't know either it's Azure ML known bug or not ?

Please advice.

Regards

Thanks in advance.

Amine

romungi-MSFT 42,976 Reputation points Microsoft Employee

2024-05-16T12:07:23.7366667+00:00

@Hammi Amine If it was working earlier and started to fail now, I would think it could be an issue with format of the response in GET operation as the error also mentions it as ARMErrorFormat. I see an ongoing issue on the SDK repo but I am not sure if it is the same operation that throws the error.

https://github.com/Azure/azure-sdk-for-python/issues/35387

You can add your scenario as a comment on this issue or raise a new one.
Hammi Amine 0 Reputation points

2024-05-16T13:19:43.2233333+00:00

Thanks a lot @romungi-MSFT , I have added my case there, it looks like it's about the same issue, let's see.

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Azure ML online deployment update issue