Interface CfnModelPackage.IDriftCheckBaselinesProperty

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

Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface IDriftCheckBaselinesProperty
Syntax (vb)
Public Interface 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

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.

Properties

Bias

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

virtual object Bias { get; }
Property Value

System.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.

virtual object Explainability { get; }
Property Value

System.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.

virtual object ModelDataQuality { get; }
Property Value

System.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.

virtual object ModelQuality { get; }
Property Value

System.Object

Remarks

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