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How to prevent disassociating SageMaker LifecycleConfig unintentionally

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When you go to SageMaker Notebook Instance edit screen in AWS Web Console (to change the Instance Type for example), it is sometimes the case that Lifecycle configuration is popped up as No Configuration even though the configuration is actually set earlier. This results in an unintentional disassociation of the LifecycleConfig because it's easy to save the instance change without noticing the change in Lifecycle Config. This is a serious problem for us. I was able to reproduce this issue in Chrome and Firefox (but you need to try several times to repro the issue).

I am in the position of provisioning different cloud resources for the end users and I need a way to systematically prevent this disassociation to happen. I considered applying an IAM policy that denies the update operation containing the change in the LifecycleConfig of notebooks, but there seems no condition key for LifecycleConfig which makes me think this approach isn't feasible.

What can I do?

Thanks.

  • Durga_S
    2 years ago

    I can see this issue as well - intermittently it defaults to No configuration when updating a notebook instance. From your question, it sounds like you still want to allow the user to update the instance types and such. Can you raise a ticket with support?

Topics
Machine Learning & AI
Tags
Amazon SageMaker
Language
English
AWS-User-7783336
asked 2 years ago101 views
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