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AWS Personalize cost charges and unable to delete solutions created and datasetGroups

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Hi, was trying out the AWS Personalize video series tutorials on youTube - https://www.youtube.com/watch?v=3YawVCO6H14&list=PLLNv7WFv3KhiulXWUjPy-RgPGjSi338gL&index=9 and was charged over USD$40 when I implemented the POC to Production.

Now I am trying to delete the datasetgroups created from the tutorials to prevent incurring more costs ~ these costs are incurring at the daily rate and I have not even deploy anything to a project!

First of all, I can't delete my datasetgroups with this error:- "Bad request - The provided dataset-group is being referenced by one or more solutions." So I tried deleting the solutions but I can't. I manage to delete the campaigns and the datasets created - but the solutions are still there.

Topics
Machine Learning & AICloud Financial Management
Tags
Amazon PersonalizeAWS BillingAWS Cost Categories
Language
English
ri8863
asked 10 months ago512 views
2 Answers
0

AWS Personalize is in order for resource cleanup.
I believe that cleanup as described in the following document will successfully remove the resources.
Try deleting the resources listed in the table in the document, starting from the top.
https://docs.aws.amazon.com/personalize/latest/dg/gs-cleanup.html#cleaning-up-custom-resources

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EXPERT
Riku_Kobayashi
answered 10 months ago
  • secondabhi_aws EXPERT
    10 months ago

    Echoing what's suggested here, starting from top is very important.

  • ri8863
    10 months ago

    Yes. For the datasetgroups I created following the AWS Personalize youtube tutorials ,

    • I deleted the EventTracker
    • I deleted the campaigns
    • I deleted tried deleting the solutions, but it ignores my request to delete it without any error messages.
    • I deleted the datasets
    • I tried deleting the Dataset Groups, but was met with "Bad Request: The provided dataset-group is being referenced by one or more solutions."
    • but then again, I cannot delete the solutions even when there are no more campaigns based on the solution versions.

    By the way, I don't understand why am I am incurring costs daily from the Personalize YouTube tutorial? I did not deploy any of the recommendations to a website or project. It is suppose to be a tutorial, why are there hidden costs? Anyway I have incurred another USD $8.87 since 3 hours has passed.

    • any help right now would be very much appreciated...is there an emergency button or some helpdesk that can immediately stop this.
  • Riku_Kobayashi EXPERT
    10 months ago

    What happens if I run the following AWS CLI command to delete it? https://awscli.amazonaws.com/v2/documentation/api/latest/reference/personalize/delete-solution.html
    Use CloudShell to execute AWS CLI commands. https://docs.aws.amazon.com/cloudshell/latest/userguide/welcome.html#how-to-get-started

    aws personalize delete-solution --solution-arn Solution_ARN
0

Hi, I am sorry you are running into this issue.

You can use the code in this notebook as an example on how to delete all resources in a dataset group by providing the dataset group ARN, including the solutions and the dataset itself.

https://github.com/aws-samples/amazon-personalize-immersion-day/blob/2-hour-workshop/notebooks/Media-Pretrained/04_Clean_Up.ipynb

It is possible there is an eventTracker or some other resource still attached to the solution and that is what is stopping you form deleting.

AWS
Anna_G
answered 10 months ago

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