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Hello there,
Happy New Year!
At the time of writing Custom Docker Image feature is not available on EMR Serverless. However, this has been a common requests originating from other customers and EMR Team had acknowledged the Feature Requests. Having said that, I do not have visibility into the release cycle of this feature and hence cannot advise on when this will be available. My best guess on this is that it would be released real soon, please follow the release notes to keep you updated on when new releases happen.
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It appears this is supported now: https://docs.aws.amazon.com/emr/latest/EMR-Serverless-UserGuide/application-custom-image.html
As noted by @nikos64 - this is now supported. There's an end-to-end example in the emr-serverless-samples repository as well. https://github.com/aws-samples/emr-serverless-samples/tree/main/examples/pyspark/custom-images