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How can I capture and report the specific reason for SageMaker pipeline failures?

1

I have setup event bridge rules to receive SageMaker pipeline status notifications. However, I would like to inquire about how to obtain more detailed information about pipeline failures beyond just knowing that the pipeline has failed. Is there a way to capture and report the specific reason for a pipeline failure? I am looking forward to your guidance on how to implement this. Thank you.

トピック
サーバーレスアプリケーション統合機械学習と AI
タグ
Amazon EventBridgeAmazon SageMaker Pipelines
言語
English
rePost-User-4023798
質問済み 1年前322ビュー
1回答
0

https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-troubleshooting.html Please refer above link which summarized possible pipeline issues. Most of them will be fixed during dev time (for example, lack of permissions)

For execution script logs, they will be caputured in cloudwatch. https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-studio-view-execution.html

If you are more interested in build your own dashboard to view execution result, consider to use boto3 api to retrieve execution result, https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker/client/describe_pipeline_execution.html

AWS
Rachel
回答済み 1年前

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