search

aws-controllers-k8s / community

AWS Controllers for Kubernetes (ACK) is a project enabling you to manage AWS services from Kubernetes
https://aws-controllers-k8s.github.io/community/
Apache License 2.0
2.4k stars 253 forks source link

Enable ACK for Sagemaker to Trigger SageMaker AutoML Jobs #1792

Open weiwarren opened 1 year ago

weiwarren commented 1 year ago

Is your feature request related to a problem? Currently, there is no way to trigger SageMaker AutoML through the SageMaker Controller.

Describe the solution you'd like I would like to request a feature that allows the SageMaker Controller to trigger SageMaker AutoML through AutMLJob definition. This would enable users to automate the machine learning workflow from their exiting EKS pipeline (i.e. kubeflow), without custom implementations.

Describe alternatives you've considered I have considered using the SageMaker Python SDK to trigger the CreateAutoMLJobV2 API. However, this requires additional setup and configuration, and it is not as streamlined as having the SageMaker Controller handle everything.

Adding support for triggering SageMaker AutoML through the SageMaker Controller would simplify the integration with sagemaker with Kubernetes and help users save time and reduce errors in their workflows.

ack-bot commented 11 months ago

Issues go stale after 180d of inactivity. Mark the issue as fresh with /remove-lifecycle stale. Stale issues rot after an additional 60d of inactivity and eventually close. If this issue is safe to close now please do so with /close. Provide feedback via https://github.com/aws-controllers-k8s/community. /lifecycle stale

ack-bot commented 9 months ago

Stale issues rot after 60d of inactivity. Mark the issue as fresh with /remove-lifecycle rotten. Rotten issues close after an additional 60d of inactivity. If this issue is safe to close now please do so with /close. Provide feedback via https://github.com/aws-controllers-k8s/community. /lifecycle rotten

ack-bot commented 7 months ago

Rotten issues close after 60d of inactivity. Reopen the issue with /reopen. Provide feedback via https://github.com/aws-controllers-k8s/community. /close

ack-prow[bot] commented 7 months ago

@ack-bot: Closing this issue.

In response to [this](https://github.com/aws-controllers-k8s/community/issues/1792#issuecomment-1967458031): >Rotten issues close after 60d of inactivity. >Reopen the issue with `/reopen`. >Provide feedback via https://github.com/aws-controllers-k8s/community. >/close Instructions for interacting with me using PR comments are available [here](https://git.k8s.io/community/contributors/guide/pull-requests.md). If you have questions or suggestions related to my behavior, please file an issue against the [kubernetes/test-infra](https://github.com/kubernetes/test-infra/issues/new?title=Prow%20issue:) repository.
ack-bot commented 1 month ago

Issues go stale after 180d of inactivity. Mark the issue as fresh with /remove-lifecycle stale. Stale issues rot after an additional 60d of inactivity and eventually close. If this issue is safe to close now please do so with /close. Provide feedback via https://github.com/aws-controllers-k8s/community. /lifecycle stale