ray-project / kuberay

A toolkit to run Ray applications on Kubernetes
Apache License 2.0
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[Feature] scheduled jobs, workflows, and incremental learning #2363

Open dberardo-com opened 2 months ago

dberardo-com commented 2 months ago

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Description

does (kube)ray support scheduled jobs (e.g. through cronjobs)?

is it possible to chain different jobs/pipelines together, e.g. when a deployed modelA returns a specific value, then start a training pipeline for another model and so on. as in, is there the concept of workflows in ray?

is there any incremental (online) learning model implementation in ray library and if so, how to distribute it and checkpointing it ?

Use case

No response

Related issues

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Are you willing to submit a PR?

andrewsykim commented 2 months ago

I can't comment on workflows for Ray, but cronjob-like feature for KubeRay with RayJob seems like reasonable feature request