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v0.5.0 release

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@kevin85421 kevin85421 released this 11 Apr 07:52
· 721 commits to master since this release
ee982a3

Highlights

The KubeRay 0.5.0 release includes the following improvements.

  • Interact with KubeRay via a Python client
  • Integrate KubeRay with Kubeflow to provide an interactive development environment (link).
  • Integrate KubeRay with Ray TLS authentication
  • Improve the user experience for KubeRay on AWS EKS (link)
  • Fix some Kubernetes networking issues
  • Fix some stability bugs in RayJob and RayService

Contributors

The following individuals contributed to KubeRay 0.5.0. This list is alphabetical and incomplete.

@akanso @alex-treebeard @architkulkarni @cadedaniel @cskornel-doordash @davidxia @DmitriGekhtman @ducviet00 @gvspraveen @harryge00 @jasoonn @Jeffwan @kevin85421 @psschwei @scarlet25151 @sihanwang41 @wilsonwang371 @Yicheng-Lu-llll

Python client (alpha)(New!)

Kubeflow (New!)

  • [Feature][Doc] Kubeflow integration (#937, @kevin85421)
  • [Feature] Ray restricted podsecuritystandards for enterprise security and Kubeflow integration (#750, @kevin85421)

TLS authentication (New!)

AWS EKS (New!)

Kubernetes networking (New!)

  • Read cluster domain from resolv.conf or env (#951, @harryge00)
  • [Feature] Replace service name with Fully Qualified Domain Name (#938, @kevin85421)
  • [Feature] Add default init container in workers to wait for GCS to be ready (#973, @kevin85421)

Observability

RayCluster

RayJob (alpha)

  • [Hotfix][release blocker][RayJob] HTTP client from submitting jobs before dashboard initialization completes (#1000, @kevin85421)
  • [RayJob] Propagate error traceback string when GetJobInfo doesn't return valid JSON (#943, @architkulkarni)
  • [RayJob][Doc] Fix RayJob sample config. (#807, @DmitriGekhtman)

RayService (alpha)

Helm

CI

Sample YAML files

Documentation