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Add persistent storage partition for ML models and data #30

@mihai-chiorean

Description

@mihai-chiorean

Description

We need a dedicated partition for storing persistent data that survives Mender OTA updates. This partition will be used for ML models, application data, and other persistent storage needs.

Note: Mender OTA is not available yet. However, when implementing a solution, consider if an A/B OTA update pattern would conflict with the implementation.

Requirements

  • Create a separate partition for persistent storage
  • Partition must survive Mender A/B updates
  • Should be mounted at a standard location (e.g., /data or /persistent)
  • Must be integrated with Mender configuration

Technical Considerations

  • Modify WIC/WKS file to include data partition
  • Update Mender configuration to exclude this partition from updates
  • Ensure partition is formatted and mounted automatically at boot
  • Consider partition sizing strategy (fixed size vs. expandable)

Acceptance Criteria

  • Data partition created during image build
  • Partition automatically mounted at boot
  • Documentation updated with partition layout

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