Class CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty
Container image configuration object for the monitoring job.
Inheritance
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.AWS.Sagemaker.dll
Syntax (csharp)
public class ModelQualityAppSpecificationProperty : Object, CfnModelQualityJobDefinition.IModelQualityAppSpecificationProperty
Syntax (vb)
Public Class ModelQualityAppSpecificationProperty
Inherits Object
Implements CfnModelQualityJobDefinition.IModelQualityAppSpecificationProperty
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 modelQualityAppSpecificationProperty = new ModelQualityAppSpecificationProperty {
ImageUri = "imageUri",
ProblemType = "problemType",
// the properties below are optional
ContainerArguments = new [] { "containerArguments" },
ContainerEntrypoint = new [] { "containerEntrypoint" },
Environment = new Dictionary<string, string> {
{ "environmentKey", "environment" }
},
PostAnalyticsProcessorSourceUri = "postAnalyticsProcessorSourceUri",
RecordPreprocessorSourceUri = "recordPreprocessorSourceUri"
};
Synopsis
Constructors
ModelQualityAppSpecificationProperty() |
Properties
ContainerArguments | An array of arguments for the container used to run the monitoring job. |
ContainerEntrypoint | Specifies the entrypoint for a container that the monitoring job runs. |
Environment | Sets the environment variables in the container that the monitoring job runs. |
ImageUri | The address of the container image that the monitoring job runs. |
PostAnalyticsProcessorSourceUri | An Amazon S3 URI to a script that is called after analysis has been performed. |
ProblemType | The machine learning problem type of the model that the monitoring job monitors. |
RecordPreprocessorSourceUri | An Amazon S3 URI to a script that is called per row prior to running analysis. |
Constructors
ModelQualityAppSpecificationProperty()
public ModelQualityAppSpecificationProperty()
Properties
ContainerArguments
An array of arguments for the container used to run the monitoring job.
public string[] ContainerArguments { get; set; }
Property Value
System.String[]
Remarks
ContainerEntrypoint
Specifies the entrypoint for a container that the monitoring job runs.
public string[] ContainerEntrypoint { get; set; }
Property Value
System.String[]
Remarks
Environment
Sets the environment variables in the container that the monitoring job runs.
public object Environment { get; set; }
Property Value
System.Object
Remarks
ImageUri
The address of the container image that the monitoring job runs.
public string ImageUri { get; set; }
Property Value
System.String
Remarks
PostAnalyticsProcessorSourceUri
An Amazon S3 URI to a script that is called after analysis has been performed.
public string PostAnalyticsProcessorSourceUri { get; set; }
Property Value
System.String
Remarks
Applicable only for the built-in (first party) containers.
ProblemType
The machine learning problem type of the model that the monitoring job monitors.
public string ProblemType { get; set; }
Property Value
System.String
Remarks
RecordPreprocessorSourceUri
An Amazon S3 URI to a script that is called per row prior to running analysis.
public string RecordPreprocessorSourceUri { get; set; }
Property Value
System.String
Remarks
It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.