Class CfnModelPackage.DriftCheckBaselinesProperty

Represents the drift check baselines that can be used when the model monitor is set using the model package.

Inheritance

object

CfnModelPackage.DriftCheckBaselinesProperty

Implements

CfnModelPackage.IDriftCheckBaselinesProperty

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.DriftCheckBaselinesProperty : CfnModelPackage.IDriftCheckBaselinesProperty

Syntax (vb)

Public Class CfnModelPackage.DriftCheckBaselinesProperty Implements CfnModelPackage.IDriftCheckBaselinesProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.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 driftCheckBaselinesProperty = new DriftCheckBaselinesProperty {
                 Bias = new DriftCheckBiasProperty {
                     ConfigFile = new FileSourceProperty {
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest",
                         ContentType = "contentType"
                     },
                     PostTrainingConstraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     PreTrainingConstraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 Explainability = new DriftCheckExplainabilityProperty {
                     ConfigFile = new FileSourceProperty {
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest",
                         ContentType = "contentType"
                     },
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelDataQuality = new DriftCheckModelDataQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelQuality = new DriftCheckModelQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 }
             };

Synopsis

Constructors

DriftCheckBaselinesProperty()

Represents the drift check baselines that can be used when the model monitor is set using the model package.

Properties

Bias	Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
Explainability	Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
ModelDataQuality	Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
ModelQuality	Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

Constructors

DriftCheckBaselinesProperty()

Represents the drift check baselines that can be used when the model monitor is set using the model package.

public DriftCheckBaselinesProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.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 driftCheckBaselinesProperty = new DriftCheckBaselinesProperty {
                 Bias = new DriftCheckBiasProperty {
                     ConfigFile = new FileSourceProperty {
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest",
                         ContentType = "contentType"
                     },
                     PostTrainingConstraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     PreTrainingConstraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 Explainability = new DriftCheckExplainabilityProperty {
                     ConfigFile = new FileSourceProperty {
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest",
                         ContentType = "contentType"
                     },
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelDataQuality = new DriftCheckModelDataQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelQuality = new DriftCheckModelQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 }
             };

Properties

Bias

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

public object? Bias { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-bias

Explainability

Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

public object? Explainability { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-explainability

ModelDataQuality

Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.

public object? ModelDataQuality { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-modeldataquality

ModelQuality

Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

public object? ModelQuality { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-modelquality

Implements

CfnModelPackage.IDriftCheckBaselinesProperty