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Detect AutoMLJob completion in EventBridge

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I'm using the Python SDK to create an AutoML experiment with boto3's create_auto_ml_job() function.

I want to be informed when the job finishes. I can see SageMaker events in EventBridge that fire when the individual training jobs finish (SageMaker Training Job State Change/SageMaker Processing Job State Change), but not when the controlling (AutoML) job finishes. Is there an event that fires for that? Am I missing something (a better way than eventbridge)?

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Apprendimento automatico e intelligenza artificialeServerlessIntegrazione delle applicazioni
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Amazon SageMakerAmazon EventBridge
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English
Hobo
posta 3 mesi fa123 visualizzazioni
2 Risposte
0

Hello.

I assume that you have set up S3 to store artifacts from AutoML jobs, but how about using an S3 event trigger to notify you when artifacts are stored in S3?
This setting allows you to be notified when an object is uploaded to S3.
https://docs.aws.amazon.com/AmazonS3/latest/userguide/EventNotifications.html

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ESPERTO
Riku_Kobayashi
con risposta 3 mesi fa
  • Hobo
    3 mesi fa

    Thanks Riku. That might work, but it seems a strange way to detect job completion. Isn't there anything more direct (like an actual event)? What if the job fails before producing any output?

0

Hi,

Did you try to capture the event emitted by Sagemaker for Processing job state change. See https://docs.aws.amazon.com/sagemaker/latest/dg/automating-sagemaker-with-eventbridge.html#processing-job-state

It is also very probably the one emitted by AutoML jobs when they complete.

Best,

Didier

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ESPERTO
Didier_Durand
con risposta 3 mesi fa
  • Hobo
    3 mesi fa

    Hi Didier. Yes, I did. Unless I'm missing something, that event only seems to fire for the runs within an experiment (the processing and training jobs), not for the experiment itself (the controlling automl job). I'm pretty sure there are no sagemaker events that do what I need, but as I say, I might be missing something.

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