Detect AutoMLJob completion in EventBridge

Question

I'm using the Python SDK to create an AutoML experiment with boto3's [create_auto_ml_job()](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker/client/create_auto_ml_job.html) 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)?

Answer

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

Answer

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

Detect AutoMLJob completion in EventBridge

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