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Published 20 hours ago • verified publisher icon aws

Using Sagemaker Autopilot with Pipelines

Open uwaisiqbal opened this issue 2 years ago • 3 comments

Is it possible to use Sagemaker Autopilot as a TrainingStep in a Pipeline?

I've been looking through the documentation but couldn't find an example of how it can be implemented

uwaisiqbal avatar Jun 30 '22 17:06 uwaisiqbal

Thanks for reaching out! Sorry that we don't support it at this point. Marked this issue as feature request and added an action item in our backlog to track.

qidewenwhen avatar Jul 18 '22 22:07 qidewenwhen

Hey - thanks for the response. Is there any idea of an ETA for when this could be worked on and included? I'm happy to contribute to this feature as I need it for a project I'm actively working on. I'd just need some guidance on how it should be implemented and I can spend the time coding it up.

uwaisiqbal avatar Jul 19 '22 08:07 uwaisiqbal

Hi @uwaisiqbal, sorry that I'm not able to give an ETA for it but will let you know if we have any updates. Thanks for trying to help us to improve SageMaker Pipeline!

qidewenwhen avatar Aug 03 '22 17:08 qidewenwhen

Hi @uwaisiqbal, sorry for the late response. We have launched the AutoMLStep at the end of 2022 to integrate Autopilot with SageMaker Pipeline. See sample notebook: https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-pipelines/tabular/automl-step/sagemaker_autopilot_pipelines_native_auto_ml_step.ipynb

Can you check if it works in your case? Thanks

qidewenwhen avatar Feb 07 '23 23:02 qidewenwhen

Closing the issue. Feel free to reopen if you have further questions.

qidewenwhen avatar Feb 13 '23 21:02 qidewenwhen