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I'm encountering the error message "Datastore (workspaceblobstore) cannot be found" in Azure Machine Learning.
Question: What are the possible causes of this error, and how can I resolve it?
Job status: Failed
Error message at job:
Datastore (workspaceblobstore) can not be found. If its workspaceblobstore, please check if key vault has been changed after datastore was created; If the Datastore has secret registered, please make sure that RBAC action "metadata/secrets/read" is permitted.
Background information
As a cloud engineer, I'm preparing our AML environment for data scientist by stepping trough the following tutorial:
/tutorials/azureml-getting-started/azureml-getting-started-studio.ipynb
Step 5:
# submit the command job
ml_client.create_or_update(job)
This step creates a job which is failing with the above error.
Troubleshooting:
My observations during troubleshooting this issue.
We use user assigned managed identity for the compute instance and the clusters as well. The roles should be configured correctly. I used the following guides to configure:
User-assigned managed identity - Link
I've added the role to managed identity shown below, but did not solve the issue:
Data scientist - Link <-- Possibly not required
I've tried to start the job manually to repeat the failed one with "Edit and submit" button. The "Training script" section shows the following error:
Get default datastore error: Cannot upload file if default workspace storage is not Azure blob type and default workspace blob doesn't exist
Based on the above error message I was able to proceed:
After verifying and creating the workspaceblobstore
and selecting it as default the original code was able to Queue
a job and it was Completed
successfully. <-- Issue was resolved for us at this point
Create datastores - Link
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