Interface CfnModelQualityJobDefinition.IEndpointInputProperty
Input object for the endpoint.
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.AWS.Sagemaker.dll
Syntax (csharp)
public interface IEndpointInputProperty
Syntax (vb)
Public Interface IEndpointInputProperty
Remarks
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 endpointInputProperty = new EndpointInputProperty {
EndpointName = "endpointName",
LocalPath = "localPath",
// the properties below are optional
EndTimeOffset = "endTimeOffset",
InferenceAttribute = "inferenceAttribute",
ProbabilityAttribute = "probabilityAttribute",
ProbabilityThresholdAttribute = 123,
S3DataDistributionType = "s3DataDistributionType",
S3InputMode = "s3InputMode",
StartTimeOffset = "startTimeOffset"
};
Synopsis
Properties
EndpointName | An endpoint in customer's account which has enabled |
EndTimeOffset | If specified, monitoring jobs substract this time from the end time. |
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 S3 key. |
S3InputMode | Whether the |
StartTimeOffset | If specified, monitoring jobs substract this time from the start time. |
Properties
EndpointName
An endpoint in customer's account which has enabled DataCaptureConfig
enabled.
string EndpointName { get; }
Property Value
System.String
Remarks
EndTimeOffset
If specified, monitoring jobs substract this time from the end time.
virtual string EndTimeOffset { get; }
Property Value
System.String
Remarks
For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .
InferenceAttribute
The attribute of the input data that represents the ground truth label.
virtual string InferenceAttribute { get; }
Property Value
System.String
Remarks
LocalPath
Path to the filesystem where the endpoint data is available to the container.
string LocalPath { get; }
Property Value
System.String
Remarks
ProbabilityAttribute
In a classification problem, the attribute that represents the class probability.
virtual string ProbabilityAttribute { get; }
Property Value
System.String
Remarks
ProbabilityThresholdAttribute
The threshold for the class probability to be evaluated as a positive result.
virtual Nullable<double> ProbabilityThresholdAttribute { get; }
Property Value
System.Nullable<System.Double>
Remarks
S3DataDistributionType
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
virtual string S3DataDistributionType { get; }
Property Value
System.String
Remarks
S3InputMode
Whether the Pipe
or File
is used as the input mode for transferring data for the monitoring job.
virtual string S3InputMode { get; }
Property Value
System.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.
virtual string StartTimeOffset { get; }
Property Value
System.String
Remarks
For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .