aws / aws/amazon-sagemaker-feedback
Support for Pipeline Step `ModelStep` in Local Mode
- Dominant language
- No language data
- 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
Pipelines
### Description
Currently, it seems registering a model in the model registry with `ModelStep` is [not supported in Local Mode](https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-local-mode.html). This breaks my efficient developer workflow ([others have praised Local Mode before](https://www.tecracer.com/blog/2024/06/an-unsung-hero-of-amazon-sagemaker-local-mode.html)). I can't develop my pipeline anymore locally if I want to use this step. It's recommended to use `ModelStep` over `CreateModelStep` step `RegisterModel` step according to the [docs](https://docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps-types.html).
### Other Details
I opened a support case with AWS Premium Support: 175706148400368.
Contributor guide
Research direction
This feedback issue names no repository files, tests, or implementation entry points. Start by reviewing the linked Local Mode and pipeline step documentation and reproducing ModelStep model registration locally; done means ModelStep registration works in Local Mode or the limitation is clearly documented.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws
- Domain
- cloud, machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100