Class CfnModelBiasJobDefinitionPropsMixin.EndpointInputProperty

Input object for the endpoint.

Inheritance

object

CfnModelBiasJobDefinitionPropsMixin.EndpointInputProperty

Implements

CfnModelBiasJobDefinitionPropsMixin.IEndpointInputProperty

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.CfnPropertyMixins.AWS.SageMaker

Assembly: Amazon.CDK.CfnPropertyMixins.dll

Syntax (csharp)

public class CfnModelBiasJobDefinitionPropsMixin.EndpointInputProperty : CfnModelBiasJobDefinitionPropsMixin.IEndpointInputProperty

Syntax (vb)

Public Class CfnModelBiasJobDefinitionPropsMixin.EndpointInputProperty Implements CfnModelBiasJobDefinitionPropsMixin.IEndpointInputProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.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.CfnPropertyMixins.AWS.SageMaker;

             var endpointInputProperty = new EndpointInputProperty {
                 EndpointName = "endpointName",
                 EndTimeOffset = "endTimeOffset",
                 FeaturesAttribute = "featuresAttribute",
                 InferenceAttribute = "inferenceAttribute",
                 LocalPath = "localPath",
                 ProbabilityAttribute = "probabilityAttribute",
                 ProbabilityThresholdAttribute = 123,
                 S3DataDistributionType = "s3DataDistributionType",
                 S3InputMode = "s3InputMode",
                 StartTimeOffset = "startTimeOffset"
             };

Synopsis

Constructors

EndpointInputProperty()

Input object for the endpoint.

Properties

EndTimeOffset	If specified, monitoring jobs substract this time from the end time.
EndpointName	An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
FeaturesAttribute	The attributes of the input data that are the input features.
InferenceAttribute	The attribute of the input data that represents the ground truth label.
LocalPath	Path to the filesystem where the endpoint data is available to the container.
ProbabilityAttribute	In a classification problem, the attribute that represents the class probability.
ProbabilityThresholdAttribute	The threshold for the class probability to be evaluated as a positive result.
S3DataDistributionType	Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.
S3InputMode	Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job.
StartTimeOffset	If specified, monitoring jobs substract this time from the start time.

Constructors

EndpointInputProperty()

Input object for the endpoint.

public EndpointInputProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.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.CfnPropertyMixins.AWS.SageMaker;

             var endpointInputProperty = new EndpointInputProperty {
                 EndpointName = "endpointName",
                 EndTimeOffset = "endTimeOffset",
                 FeaturesAttribute = "featuresAttribute",
                 InferenceAttribute = "inferenceAttribute",
                 LocalPath = "localPath",
                 ProbabilityAttribute = "probabilityAttribute",
                 ProbabilityThresholdAttribute = 123,
                 S3DataDistributionType = "s3DataDistributionType",
                 S3InputMode = "s3InputMode",
                 StartTimeOffset = "startTimeOffset"
             };

Properties

EndTimeOffset

If specified, monitoring jobs substract this time from the end time.

public string? EndTimeOffset { get; set; }

Property Value

string

Remarks

For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endtimeoffset

EndpointName

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

public string? EndpointName { get; set; }

Property Value

string

Remarks

FeaturesAttribute

The attributes of the input data that are the input features.

public string? FeaturesAttribute { get; set; }

Property Value

string

Remarks

InferenceAttribute

The attribute of the input data that represents the ground truth label.

public string? InferenceAttribute { get; set; }

Property Value

string

Remarks

LocalPath

Path to the filesystem where the endpoint data is available to the container.

public string? LocalPath { get; set; }

Property Value

string

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-localpath

ProbabilityAttribute

In a classification problem, the attribute that represents the class probability.

public string? ProbabilityAttribute { get; set; }

Property Value

string

Remarks

ProbabilityThresholdAttribute

The threshold for the class probability to be evaluated as a positive result.

public double? ProbabilityThresholdAttribute { get; set; }

Property Value

double?

Remarks

S3DataDistributionType

Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.

public string? S3DataDistributionType { get; set; }

Property Value

string

Remarks

Defaults to FullyReplicated

S3InputMode

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job.

public string? S3InputMode { get; set; }

Property Value

string

Remarks

Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File .

StartTimeOffset

If specified, monitoring jobs substract this time from the start time.

public string? StartTimeOffset { get; set; }

Property Value

string

Remarks

For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .

Implements

CfnModelBiasJobDefinitionPropsMixin.IEndpointInputProperty