Forum Discussion
Issue with Browsing Datastores referencing an Azure Data Lake Storage Gen2
Hi all,
I am having issues with the capabilities to browse a datastore referencing an Azure Data Lake Storage Gen2 in the Azure Machine Learning UI.
Here is the scenario:
- Create a Datastore referencing an Azure Data Lake Storage Gen2 with "Allowed workspace managed identity access". No service principal credentials added yet.
- After creating the Datastore, I can browse the Datastore for contents (files and folders) without any problem.
- Update Authentication: Add a Service Principal Authentication Type.
- After update, I am not able to browse the Datastore anymore.
- The Service Principal used for Authentication and Workspace Managed Identity have the following RBAC on the referenced Azure Data Lake Storage Gen2: Reader and Data Access and Storage Blob Data Contributor. The RBACs are set at the Resource Group level which contains Azure Data Lake Storage Gen2.
- For Testing, I have also created a Datastore referencing an AzureBlobStorage created in the same resource group as the Azure Data Lake Storage Gen2 and setup AccountKey access. I have no problem browsing the Datastore in the UI.
What is causing this problem?
I appreciate your help!
Francois