unable to schedule the notebook on aws sagemaker

Short description

If you don’t see any jobs created from your job definition, consider the following issues:

1. Missing Permissions:

• The role lacks a trust relationship with Amazon EventBridge.
• The role does not have permission to call SageMaker:StartPipelineExecution or SageMaker:CreateTrainingJob.

2. EventBridge Quota Exceeded:

• A "LimitExceededException" indicates an exceeded EventBridge quota. Clean up unused runs or request a quota increase.

3. Pipeline Quota Exceeded:

• A "ResourceLimitExceeded" error indicates too many pipelines. Remove unused pipelines or request a quota increase.

4. Training Job Limit Exceeded:

• A "ResourceLimitExceeded" error for training jobs means the limit is reached. Reduce active jobs or request a quota increase.

I kindly request that you take a moment to review the job definition doesn’t create jobs document[1] and if the issue still persists, please reach out to AWS Support[2] (Sagemaker), along with your issue/use case in detail and share relevant AWS resource names. We will troubleshoot accordingly.

[1] https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-auto-run-troubleshoot.html#notebook-auto-run-troubleshoot-no-jobs

[2] https://docs.aws.amazon.com/awssupport/latest/user/case-management.html#creating-a-support-casehttps://docs.aws.amazon.com/awssupport/latest/user/case-management.html#creating-a-support-case