Class CfnModelPackage.ValidationSpecificationProperty

Specifies batch transform jobs that SageMaker runs to validate your model package.

Inheritance

System.Object

CfnModelPackage.ValidationSpecificationProperty

Implements

CfnModelPackage.IValidationSpecificationProperty

Namespace: Amazon.CDK.AWS.Sagemaker

Assembly: Amazon.CDK.AWS.Sagemaker.dll

Syntax (csharp)

public class ValidationSpecificationProperty : Object, CfnModelPackage.IValidationSpecificationProperty

Syntax (vb)

Public Class ValidationSpecificationProperty
    Inherits Object
    Implements CfnModelPackage.IValidationSpecificationProperty

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

var validationSpecificationProperty = new ValidationSpecificationProperty {
    ValidationProfiles = new [] { new ValidationProfileProperty {
        ProfileName = "profileName",
        TransformJobDefinition = new TransformJobDefinitionProperty {
            TransformInput = new TransformInputProperty {
                DataSource = new DataSourceProperty {
                    S3DataSource = new S3DataSourceProperty {
                        S3DataType = "s3DataType",
                        S3Uri = "s3Uri"
                    }
                },

                // the properties below are optional
                CompressionType = "compressionType",
                ContentType = "contentType",
                SplitType = "splitType"
            },
            TransformOutput = new TransformOutputProperty {
                S3OutputPath = "s3OutputPath",

                // the properties below are optional
                Accept = "accept",
                AssembleWith = "assembleWith",
                KmsKeyId = "kmsKeyId"
            },
            TransformResources = new TransformResourcesProperty {
                InstanceCount = 123,
                InstanceType = "instanceType",

                // the properties below are optional
                VolumeKmsKeyId = "volumeKmsKeyId"
            },

            // the properties below are optional
            BatchStrategy = "batchStrategy",
            Environment = new Dictionary<string, string> {
                { "environmentKey", "environment" }
            },
            MaxConcurrentTransforms = 123,
            MaxPayloadInMb = 123
        }
    } },
    ValidationRole = "validationRole"
};

Synopsis

Constructors

ValidationSpecificationProperty()

Properties

ValidationProfiles	An array of `ModelPackageValidationProfile` objects, each of which specifies a batch transform job that SageMaker runs to validate your model package.
ValidationRole	The IAM roles to be used for the validation of the model package.

Constructors

ValidationSpecificationProperty()

public ValidationSpecificationProperty()

Properties

ValidationProfiles

An array of ModelPackageValidationProfile objects, each of which specifies a batch transform job that SageMaker runs to validate your model package.

public object ValidationProfiles { get; set; }

Property Value

System.Object

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html#cfn-sagemaker-modelpackage-validationspecification-validationprofiles

ValidationRole

The IAM roles to be used for the validation of the model package.

public string ValidationRole { get; set; }