cfn/classification_pipeline.yaml [465:512]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
                            }
                        }
                    },
                    "Type": "Task",
                    "Next": "SageMaker Step Getting Best HyperParameter",
                    "Catch": [
                        {
                            "ErrorEquals": [
                                "States.TaskFailed"
                            ],
                            "Next": "ML Workflow failed"
                        }
                    ]
                },
                "SageMaker Step Getting Best HyperParameter": {
                    "Parameters": {
                        "FunctionName": "${LambdaFunctionBestHyper}",
                        "Payload": {
                            "TrainingJobName.$": "$.BestTrainingJob"
                        }
                    },
                    "OutputPath": "$.Payload.body.bestHyperParameter",
                    "Resource": "arn:aws:states:::lambda:invoke",
                    "Type": "Task",
                    "Next": "SageMaker Training Step",
                    "Catch": [
                        {
                            "ErrorEquals": [
                                "States.TaskFailed"
                            ],
                            "Next": "ML Workflow failed"
                        }
                    ]
                },
                "SageMaker Training Step": {
                    "Resource": "arn:aws:states:::sagemaker:createTrainingJob.sync",
                    "Parameters": {
                        "AlgorithmSpecification": {
                            "TrainingImage": "${XgbImageID}.dkr.ecr.${AWS::Region}.amazonaws.com/sagemaker-xgboost:1.2-1",
                            "TrainingInputMode": "File"
                        },
                        "OutputDataConfig": {
                            "S3OutputPath": "s3://${PipelineBucketName}/config"
                        },
                        "StoppingCondition": {
                            "MaxRuntimeInSeconds": 1800
                        },
                        "ResourceConfig": {
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cfn/time_to_event_pipeline.yaml [466:513]:
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                            }
                        }
                    },
                    "Type": "Task",
                    "Next": "SageMaker Step Getting Best HyperParameter",
                    "Catch": [
                        {
                            "ErrorEquals": [
                                "States.TaskFailed"
                            ],
                            "Next": "ML Workflow failed"
                        }
                    ]
                },
                "SageMaker Step Getting Best HyperParameter": {
                    "Parameters": {
                        "FunctionName": "${LambdaFunctionBestHyper}",
                        "Payload": {
                            "TrainingJobName.$": "$.BestTrainingJob"
                        }
                    },
                    "OutputPath": "$.Payload.body.bestHyperParameter",
                    "Resource": "arn:aws:states:::lambda:invoke",
                    "Type": "Task",
                    "Next": "SageMaker Training Step",
                    "Catch": [
                        {
                            "ErrorEquals": [
                                "States.TaskFailed"
                            ],
                            "Next": "ML Workflow failed"
                        }
                    ]
                },
                "SageMaker Training Step": {
                    "Resource": "arn:aws:states:::sagemaker:createTrainingJob.sync",
                    "Parameters": {
                        "AlgorithmSpecification": {
                            "TrainingImage": "${XgbImageID}.dkr.ecr.${AWS::Region}.amazonaws.com/sagemaker-xgboost:1.2-1",
                            "TrainingInputMode": "File"
                        },
                        "OutputDataConfig": {
                            "S3OutputPath": "s3://${PipelineBucketName}/config"
                        },
                        "StoppingCondition": {
                            "MaxRuntimeInSeconds": 1800
                        },
                        "ResourceConfig": {
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