(aws-stepfunctions-tasks): sagemaker runtime invoke endpoint
- Dominant language
- TypeScript
- Stars
- 12.9k
- Forks
- 4.6k
- Avg merge
- 1d 19h
- Merged PRs (30d)
- 74
Description
### Describe the feature
We need the ability to trigger a Sagemaker Endpoint from a step function. I am seeing that there are some available Sagemaker tasks [here](https://github.com/aws/aws-cdk/tree/74318c7d22bfc00de9e005f68a0a6aaa58c7db39/packages/%40aws-cdk/aws-stepfunctions-tasks/lib/sagemaker), but I am not seeing one for Sagemaker Runtime Invoke Endpoint.
In the AWS console's Step Function Workflow Studio, but we are not seeing this as an option in the CDK

### Use Case
Need to trigger sagemaker endpoint from step function using CDK
### Proposed Solution
_No response_
### Other Information
_No response_
### Acknowledgements
- [X] I may be able to implement this feature request
- [ ] This feature might incur a breaking change
### CDK version used
2.37.1 (build f15dee0)
### Environment details (OS name and version, etc.)
macOS Monterey 12.4
Contributor guide
Research direction
Start in packages/@aws-cdk/aws-stepfunctions-tasks/lib/sagemaker and compare the existing SageMaker task implementations with the Step Functions SageMaker Runtime Invoke Endpoint operation. Add the missing task support for triggering a SageMaker endpoint from a CDK step function, and verify it against the repository's relevant task tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, typescript
- Domain
- cloud
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100