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Create one click deployment for GCP and AWS #109

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RobbeSneyders opened this issue May 10, 2023 · 1 comment
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Create one click deployment for GCP and AWS #109

RobbeSneyders opened this issue May 10, 2023 · 1 comment
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Infrastructure Infrastructure and deployment
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@RobbeSneyders
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RobbeSneyders commented May 10, 2023

Goal is to help users start using Fondant

There are multiple ways we can make this happen with different levels of user involvement.

Image

Options from easiest to hardest (from user perspective)

1. Fondant as SaaS
tbd

2. Marketplace solution
Fondant is available on the all the marketplaces of the cloud provider. User clicks a button and K8s and kubeflow (and other dependencies like storage and access rights) are all provisioned. (note that this is a complex process that includes a review with each cloud provider)

GCP documentation: https://cloud.google.com/marketplace/docs/partners/kubernetes/submitting

3. Makefile
we create makefiles that will setup a k8s cluster and deploy kubeflow pipelines on them. This is a multistep approach and allows for some user customization.

4. Terraform
We create a terrafrom module or example code that the user can apply (an maintain). Requires terraform knowledge

5. detailed guide
We create documentation on how to setup everything (probably combining already existing guides

@RobbeSneyders RobbeSneyders converted this from a draft issue May 10, 2023
@RobbeSneyders RobbeSneyders added the Infrastructure Infrastructure and deployment label May 10, 2023
@RobbeSneyders RobbeSneyders added this to the Alpha milestone May 15, 2023
@RobbeSneyders RobbeSneyders moved this from In Progress to Validation in Fondant development May 17, 2023
@GeorgesLorre GeorgesLorre moved this from Validation to Done in Fondant development May 24, 2023
@RobbeSneyders
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Closing this in favor of #393 and #394

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