cfn/classification_pipeline.yaml [290:344]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
                                    "LocalPath": "/opt/ml/processing/input/code",
                                    "S3DataType": "S3Prefix",
                                    "S3InputMode": "File",
                                    "S3DataDistributionType": "FullyReplicated",
                                    "S3CompressionType": "None"
                                }
                            }
                        ],
                        "ProcessingOutputConfig": {
                            "Outputs": [
                                {
                                    "OutputName": "train_data",
                                    "AppManaged": false,
                                    "S3Output": {
                                        "S3Uri": "s3://${PipelineBucketName}/data/train_data",
                                        "LocalPath": "/opt/ml/processing/train",
                                        "S3UploadMode": "EndOfJob"
                                    }
                                },
                                {
                                    "OutputName": "test_data",
                                    "AppManaged": false,
                                    "S3Output": {
                                        "S3Uri": "s3://${PipelineBucketName}/data/test_data",
                                        "LocalPath": "/opt/ml/processing/test",
                                        "S3UploadMode": "EndOfJob"
                                    }
                                },
                                {
                                    "OutputName": "preprocessor",
                                    "AppManaged": false,
                                    "S3Output": {
                                        "S3Uri": "s3://${PipelineBucketName}/model/preprocessor",
                                        "LocalPath": "/opt/ml/processing/transformer",
                                        "S3UploadMode": "EndOfJob"
                                    }
                                }
                            ]
                        },
                        "AppSpecification": {
                            "ImageUri": "${XgbImageID}.dkr.ecr.${AWS::Region}.amazonaws.com/sagemaker-scikit-learn:0.20.0-cpu-py3",
                            "ContainerArguments": [
                                "--database",
                                "${AthenaDatabaseName}",
                                "--region",
                                "${AWS::Region}",
                                "--table",
                                "train",
                                "--train-test-split-ratio",
                                "0.2",
                                "--cluster",
                                "${MakeSegments}"
                            ],
                            "ContainerEntrypoint": [
                                "python3",
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cfn/time_to_event_pipeline.yaml [290:344]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
                                    "LocalPath": "/opt/ml/processing/input/code",
                                    "S3DataType": "S3Prefix",
                                    "S3InputMode": "File",
                                    "S3DataDistributionType": "FullyReplicated",
                                    "S3CompressionType": "None"
                                }
                            }
                        ],
                        "ProcessingOutputConfig": {
                            "Outputs": [
                                {
                                    "OutputName": "train_data",
                                    "AppManaged": false,
                                    "S3Output": {
                                        "S3Uri": "s3://${PipelineBucketName}/data/train_data",
                                        "LocalPath": "/opt/ml/processing/train",
                                        "S3UploadMode": "EndOfJob"
                                    }
                                },
                                {
                                    "OutputName": "test_data",
                                    "AppManaged": false,
                                    "S3Output": {
                                        "S3Uri": "s3://${PipelineBucketName}/data/test_data",
                                        "LocalPath": "/opt/ml/processing/test",
                                        "S3UploadMode": "EndOfJob"
                                    }
                                },
                                {
                                    "OutputName": "preprocessor",
                                    "AppManaged": false,
                                    "S3Output": {
                                        "S3Uri": "s3://${PipelineBucketName}/model/preprocessor",
                                        "LocalPath": "/opt/ml/processing/transformer",
                                        "S3UploadMode": "EndOfJob"
                                    }
                                }
                            ]
                        },
                        "AppSpecification": {
                            "ImageUri": "${XgbImageID}.dkr.ecr.${AWS::Region}.amazonaws.com/sagemaker-scikit-learn:0.20.0-cpu-py3",
                            "ContainerArguments": [
                                "--database",
                                "${AthenaDatabaseName}",
                                "--region",
                                "${AWS::Region}",
                                "--table",
                                "train",
                                "--train-test-split-ratio",
                                "0.2",
                                "--cluster",
                                "${MakeSegments}"
                            ],
                            "ContainerEntrypoint": [
                                "python3",
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