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Shared Persistent Storage

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WIP

Shared data volume overview​

When you generate a notebook on the Traditional AI/ML journey, a storage account will be automatically mounted as shared data volume.

The shared data volume allows team members to run separate notebooks in AI Platform and use the same files in a dataset.

note

Instructions on how to mount your own shared data volume on a notebook.

Shared data volume characteristics:​

  • Storage Class: standard
  • Access Mode: ReadWriteMany

Azure storage account​

You can access volume details through notebook details.

notebook details Notebook details


volume Access to volume details

Here's a sample Azure storage account:

Best practices​

On the shared data volume, create two folders: code and data.

  • Under the code folder, create folders with each team member's Equinor short name. This is where each member can clone their GitHub repos and work on their own code once they mount the volume with their own notebook servers.
  • Shared team data can be stored under data folder. The directory structure can be determined by the team based on their needs.