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Spark Operator ROADMAP

2025

  • A new CR to support Spark Connect (#2569)
  • Cert manger support (#1178)
  • Improve controller performance
  • Notebooks integration
  • Kubeflow SDK integration
  • Rest API for submitting jobs
  • Deprecation of webhook by moving all functionality into the pod template (#2502)
  • Watching namespaces based on labels
  • A web UI for visibility into currently running applications
  • Doc improvement

2024

  • Pod template support (#2101)
  • Spark Connect Support (#1801)
  • Support Yunikorn as a batch scheduler (#2107)
  • Improve test coverage to improve the confidence in releases, particularly with e2e tests