aws / aws/amazon-sagemaker-feedback
Support for OCI image manifest containers for inference endpoints
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- Stars
- 10
- Forks
- 3
- PR merge metrics
- No merged PRs in 30d
Description
### Product Version
- [ ] Amazon SageMaker Studio Classic
- [ ] Amazon SageMaker Studio
- [x] It is not related to SageMaker Studio
### Product Category
Inference and Endpoints
### Description
When trying to use a recent image for serving inference requests from a Sagemaker AI endpoint, we received this error:
```software.amazon.awssdk.services.sagemaker.model.SageMakerException: Unsupported manifest media type application/vnd.oci.image.manifest.v1+json for image /:1.0.0. Ensure that valid manifest media type is used for specified image. (Service: SageMaker, Status Code: 400, Request ID: *****)```
It would be great to be able to use a vendor neutral and open standard for our container builds. The OCI format is (partially) supported by ECR, so we're able to store our images in AWS, but unable to make use of them for Sagemaker AI Inference endpoint.
### Other Details
Same issue reported here: https://repost.aws/questions/QUQgFRXiCYTjCtyxH_e2x9yg/oci-format-unsupported-when-creating-a-sagemaker-model
Contributor guide
Research direction
Review the reported SageMakerException and the linked AWS re:Post report to understand the OCI manifest validation failure. Confirm the endpoint behavior and define done as accepting OCI image manifest media types for inference endpoint images.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws
- Domain
- cloud, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100