Automated deployment of Kubeflow Pipelines in GKE and cluster creation using Terraform ?

[Bibin Varghese]

Hi,

Does anyone have Terraform templates for automated deployment of Kubeflow Pipelines in GKE and  the GKE cluster creation with required settings of KFP.

Thanks,

Bibin

[Yuan Gong]

Hi Bibin,

I don't know any, but the requirements for Kubeflow Pipelines standalone is minimum.

The major decision you need is which permission mode you want (choose from compute default service account, separate nodepool default service account or workload identity)

All other configurations are your own specific preferences.

https://www.kubeflow.org/docs/components/pipelines/installation/standalone-deployment/#set-up-your-cluster

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GONG Yuan

[David Aronchick]

@Luke Marsden is working on some interesting ideas around this - i'll let him weigh in :)

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[Karthik Ramachandran]

@Yuri Chernikov  - is also interested in this. 

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[Keshi Dai]

Hi Bibin, 

We open-sourced our Kubeblow terraform template (https://github.com/spotify/terraform-gke-kubeflow-cluster) a while back. It's based on our internal engineering stack and fully relies on GCP. 

We haven't been actively maintaining it, but hope you can find some inspiration there. We are thinking about reviving this repo and will share more Kubeflow stuff we have done internally with the community soon. 

Cheers, 

Keshi Dai

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