community icon indicating copy to clipboard operation
community copied to clipboard

Published 20 hours ago • verified publisher icon aws-controllers-k8s

Enable ACK for Sagemaker to Trigger SageMaker AutoML Jobs

Open weiwarren opened this issue 1 year ago • 4 comments

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.

weiwarren avatar May 03 '23 00:05 weiwarren

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 avatar Oct 30 '23 17:10 ack-bot

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 avatar Dec 29 '23 18:12 ack-bot

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

ack-bot avatar Feb 27 '24 19:02 ack-bot

@ack-bot: Closing this issue.

In response to this:

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. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes/test-infra repository.

ack-prow[bot] avatar Feb 27 '24 19:02 ack-prow[bot]

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 avatar Aug 26 '24 20:08 ack-bot