Class CfnModelPackage.ValidationSpecificationProperty

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

Inheritance

object

CfnModelPackage.ValidationSpecificationProperty

Implements

CfnModelPackage.IValidationSpecificationProperty

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.AWS.Sagemaker

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public class CfnModelPackage.ValidationSpecificationProperty : CfnModelPackage.IValidationSpecificationProperty

Syntax (vb)

Public Class CfnModelPackage.ValidationSpecificationProperty Implements CfnModelPackage.IValidationSpecificationProperty

Remarks

See: 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()

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

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()

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

public ValidationSpecificationProperty()

Remarks

See: 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"
             };

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

object

Remarks

See: 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; }