mxuan0 opened a new issue, #39502: URL: https://github.com/apache/airflow/issues/39502
### Apache Airflow Provider(s) amazon ### Versions of Apache Airflow Providers 8.7.1 ### Apache Airflow version 2.7.2 ### Operating System amazon linux AMI ### Deployment Amazon (AWS) MWAA ### Deployment details _No response_ ### What happened The SageMakerTransformOperator deduplicates job name before creating the job, but does not deduplicate the model name before creating the model. Upon retry, the operator would fail due to model already exist error. ### What you think should happen instead The operator should apply the same behavior (fail or add timestamp) to both the job name and the model name. ### How to reproduce create a DAG containing a SageMakerTransformOperator step. In the operator config, fix both ModelName and TransformJobName. In airflow UI, run the task until completion in airflow once, and the run the same task for the second time by "clear task". ### Anything else _No response_ ### Are you willing to submit PR? - [ ] Yes I am willing to submit a PR! ### Code of Conduct - [X] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md) -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
