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Understanding Kubernetes Data Persistence

May 5, 2025

Persisting Data in Kubernetes Using Volumes

Overview

  • Kubernetes does not provide data persistence out-of-the-box.
  • To ensure data persistence, you must explicitly configure storage that is independent of the pod lifecycle.
  • Storage must be available on all nodes and highly available to survive cluster crashes.
  • Use cases for persistent storage include databases and directories for files.

Key Components of Kubernetes Storage

Persistent Volume (PV)

  • A cluster resource used to store data.
  • Defined in a YAML file specifying the storage amount and storage backend.
  • Abstracts the actual physical storage (local disk, NFS server, cloud storage).
  • Not namespace-scoped, accessible to the whole cluster.
  • Admins create PVs.

Persistent Volume Claim (PVC)

  • Allows applications to claim storage from a PV.
  • Defined with YAML specifying storage size and access type.
  • Must exist in the same namespace as the pod using it.

Storage Class

  • Automates PV provisioning dynamically using a storage class defined in YAML.
  • Defines the storage backend using a provisioner attribute.
  • Used by PVC to request storage provisioning.

Use Cases and Best Practices

Database Persistence

  • Requires remote storage to ensure storage is node-independent and survives cluster crashes.
  • Persistent storage types are essential for data reliability.

Local vs. Remote Volumes

  • Local volumes violate node independence and crash resilience requirements.
  • Remote storage should be used for data needing high availability.

Configuration Files and Certificates

  • Use ConfigMap and Secret for local volumes needed for configuration files and certificates.
  • These are managed by Kubernetes itself and not through PV/PVC.

Abstractions and Roles

  • Admins set up actual storage and create PVs based on developer needs.
  • Developers use PVCs to claim storage for applications.
  • Abstractions like Storage Class simplify storage requests and management.

Practical Considerations

  • Multiple storage types can be used simultaneously within a pod.
  • Pods specify volumes to provide in volumes attribute and use volumeMounts attribute to access storage in containers.
  • Storage Class simplifies handling storage needs in clusters with frequent deployments.

Additional Resources

  • Kubernetes documentation for a complete list of supported storage backends.
  • Upcoming videos will cover specific volume types and detailed examples.

Conclusion

  • Understanding and utilizing Kubernetes storage components is critical for ensuring data persistence and application reliability.
  • Future videos will delve deeper into practical applications and configurations.