Deleting SageMaker training jobs

Question

Today we can't delete SageMaker training jobs.

As noted in AWS [docs](https://docs.aws.amazon.com/sagemaker/latest/dg/ex1-cleanup.html):  *"Training jobs and logs cannot be deleted and are retained indefinitely."*, and confirmed in this Github issue: [amazon-sagemaker-examples#633](https://github.com/aws/amazon-sagemaker-examples/issues/633)

Is it planned to add this functionality ?

Answer

Hi there

I don't know whether this functionality will be added (I would be surprised, tho, if it would) , but I'm curious to learn what your concerns are with not being able to delete training jobs. Could you elaborate?

Thanks
Heiko

Answer

Thank you for your response.

In our case, these old training jobs are impacting our security KPIs. Our organisation requires enabling parameters `NetworkIsolation` and  `EnableInterContainerTrafficEncryption` on all training jobs. But old jobs cannot be modified or deleted, so they keep showing up in the KPIs.

Also, it would be useful to clean up unused resources.

Deleting SageMaker training jobs

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