Completely stuck in Azure ML for creating compute and notebooks

Question

Hello,

I have tow problems :

1st : I am getting stuck into creating a compute unit into a Azure ML workspace with the following error : The specified Azure ML Compute Instance "TEST" setup failed with error "Failed to mount storage. I can't find any information about configuring Storage automatically created for the workspace, any help appreciated :).

2nd : Event if i am owner of the workspace and the resource group i cannot create or upload a notebook... Is it due to the fact that i don't have compute yet? Where do i need to manage permissions?

Answer 1

Why am I getting stuck creating a compute unit in Azure ML workspace?

When you encounter an error stating "The specified Azure ML Compute Instance 'TEST' setup failed with error 'Failed to mount storage,'" it usually points to an issue with the storage configuration that Azure ML automatically creates for the workspace. This can happen if the storage account associated with your Azure ML workspace is not properly set up or if there are connectivity issues. Ensure that the storage account exists and is accessible. Verify that the necessary permissions are set on the storage account, such as granting the Azure ML service principal access to it. If the storage account was manually configured, double-check the configuration settings to make sure they align with Azure ML requirements.

Why can't I create or upload a notebook even though I'm the owner?

Not being able to create or upload notebooks, despite being the owner of the workspace and resource group, could indeed be related to the absence of a compute instance. Azure ML requires a compute instance to run notebooks, so you need to have at least one compute instance running to be able to create or upload notebooks. Additionally, check your user permissions within the Azure ML workspace. Ensure that your role includes the necessary permissions to create and manage compute resources. Sometimes, specific permissions may need to be granted at a more granular level within the workspace settings.

Where do I need to manage permissions to resolve this issue?

To manage permissions effectively, navigate to the Azure portal and access your Azure ML workspace. From there, go to the 'Access control (IAM)' section. Ensure that your user account is listed with the appropriate roles, such as 'Owner' or 'Contributor.' You might also need to check the permissions on the associated storage account and any other resources linked to your workspace. Additionally, reviewing the role assignments within the specific resource group and the Azure ML workspace can help ensure that all necessary permissions are correctly configured.

How can I resolve these issues and get my Azure ML workspace functioning?

To resolve the compute instance setup issue, start by checking the storage account configuration and ensuring it is correctly linked to your Azure ML workspace. Confirm that the Azure ML service principal has the required permissions to access and manage the storage account. For the notebook creation issue, verify that you have a running compute instance and appropriate permissions within the Azure ML workspace. If necessary, adjust your role assignments to ensure you have full control over compute resources and notebooks. If problems persist, consider consulting Azure documentation or reaching out to Azure support for more detailed troubleshooting assistance.