AutoMLJobStatus event EventBridge

Question

I am creating an auto ML Job using API and I would like to trigger a lambda when this job is complete using Event Bridge. 
I am logging all the aws.sagemaker events and I don't seem to find a specific event for when the auto ML job is completed like how I get when I use the describe auto ml job endpoint where I get status like so
    "AutoMLJobStatus": "Completed",
    "AutoMLJobSecondaryStatus": "Completed"

Answer

One way is to use S3 trigger when AutoML job saves artifacts to a specified S3 bucket at job completion:  https://docs.aws.amazon.com/AmazonS3/latest/userguide/EventBridge.html

There is also a processing job state change in SageMaker that you can connect with EventBridge as well: https://docs.aws.amazon.com/sagemaker/latest/dg/automating-sagemaker-with-eventbridge.html#processing-job-state

Answer

The solution for me was to trigger the lambda for all event sourced from sagemaker, and describe the auto ml job to check if it is completed. I had to add a sleep of 10 seconds when I receive the last event otherwise the auto ml job is not yet on a completed state.
Hope AWS can create this event in the future.

AutoMLJobStatus event EventBridge

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