Types

The following section outlines the various storage and volume options available.

Container Volume

A container volume is a storage type that hosts the operating system and offers temporary storage for a Pod. It is generated upon Pod launch and is closely tied to the Pod's lifecycle.

Key Characteristics:

• Volatile storage that is erased if the Pod is stopped or restarted

• Ideal for temporary data or files that do not need to persist beyond the Pod's lifecycle

• Capacity is determined by the chosen Pod configuration

• Delivers fast read and write speeds due to its local attachment to the Pod

Disk Volume

A disk volume is a form of persistent storage that is maintained throughout the Pod’s lease period. It operates like a hard disk, enabling the storage of data that must be retained even if the Pod is stopped or restarted. The disk volume is mounted at /workspace.

Key Characteristics:

• Persistent storage that remains accessible for the duration of the Pod's lease

• Suitable for data, models, or files that need to be preserved across Pod restarts or reconfigurations

• Capacity can be tailored to meet storage needs

• Ensures reliable data persistence, though read and write speeds may be slightly slower compared to container volumes