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Migrate to RayJobs instead of managing RayClusters #1337

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psschwei opened this issue May 16, 2024 · 0 comments
Open

Migrate to RayJobs instead of managing RayClusters #1337

psschwei opened this issue May 16, 2024 · 0 comments
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enhancement New feature or request priority: medium Medium priority project: gateway Label to identify features related with gateway project project: infrastructure Label to identify features related with infrastructure

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@psschwei
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What is the expected enhancement?

From the Kuberay docs: "With RayJob, KubeRay automatically creates a RayCluster and submits a job when the cluster is ready. You can also configure RayJob to automatically delete the RayCluster once the Ray job finishes."

We currently spin up a RayCluster when a user submits a job and have a decent amount of code dedicated to managing said cluster. Now that RayJob has reached v1, we should consider migrating to use RayJobs, which will offload the cluster management piece, hopefully simplifying our code base.

More on RayJobs: https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html

@Tansito Tansito added enhancement New feature or request priority: medium Medium priority project: gateway Label to identify features related with gateway project project: infrastructure Label to identify features related with infrastructure labels May 23, 2024
@psschwei psschwei self-assigned this Jun 26, 2024
@psschwei psschwei removed their assignment Jul 19, 2024
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Labels
enhancement New feature or request priority: medium Medium priority project: gateway Label to identify features related with gateway project project: infrastructure Label to identify features related with infrastructure
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