Features

• Support placeholders for:
  • TransformStep (#157)
  • Processing Step (#155)
  • Tuning Step (#173)
• Add custom description for CloudFormation template (#161)
• Support for following service integrations:
  • AWS Step Functions service integration (#166)
  • AWS Glue Databrew service integration (#176)
  • Amazon EKS service integration (#177)

Fixes

• Placeholder hyperparameters passed to TrainingStep are overwritten (#152 )
• Environment variables are overwritten and not passed through to SageMaker ModelStep (#160)
• Environment variables defined in the Estimator are not translated to Model when calling TrainingStep.get_expected_model (#160)
• Retrier and Catcher passed to constructor for Task, Parallel and Map states are not added to the state's Retriers and Catchers (#169)