software.amazon.awscdk.services.sagemaker

Interface CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Jsii$Proxy

Enclosing class:

CfnModelQualityJobDefinition

@Stability(value=Stable)
public static interface CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty
extends software.amazon.jsii.JsiiSerializable

Container image configuration object for the monitoring job.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 ModelQualityAppSpecificationProperty modelQualityAppSpecificationProperty = ModelQualityAppSpecificationProperty.builder()
         .imageUri("imageUri")
         .problemType("problemType")
         // the properties below are optional
         .containerArguments(List.of("containerArguments"))
         .containerEntrypoint(List.of("containerEntrypoint"))
         .environment(Map.of(
                 "environmentKey", "environment"))
         .postAnalyticsProcessorSourceUri("postAnalyticsProcessorSourceUri")
         .recordPreprocessorSourceUri("recordPreprocessorSourceUri")
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder A builder for CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty
static class	CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Jsii$Proxy An implementation for CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty

Method Summary

Modifier and Type	Method and Description
static CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder	builder()
default List<String>	getContainerArguments() An array of arguments for the container used to run the monitoring job.
default List<String>	getContainerEntrypoint() Specifies the entrypoint for a container that the monitoring job runs.
default Object	getEnvironment() Sets the environment variables in the container that the monitoring job runs.
String	getImageUri() The address of the container image that the monitoring job runs.
default String	getPostAnalyticsProcessorSourceUri() An Amazon S3 URI to a script that is called after analysis has been performed.
String	getProblemType() The machine learning problem type of the model that the monitoring job monitors.
default String	getRecordPreprocessorSourceUri() An Amazon S3 URI to a script that is called per row prior to running analysis.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getImageUri

@Stability(value=Stable)
 @NotNull
String getImageUri()

The address of the container image that the monitoring job runs.

getProblemType

@Stability(value=Stable)
 @NotNull
String getProblemType()

The machine learning problem type of the model that the monitoring job monitors.

getContainerArguments

@Stability(value=Stable)
 @Nullable
default List<String> getContainerArguments()

An array of arguments for the container used to run the monitoring job.

getContainerEntrypoint

@Stability(value=Stable)
 @Nullable
default List<String> getContainerEntrypoint()

Specifies the entrypoint for a container that the monitoring job runs.

getEnvironment

@Stability(value=Stable)
 @Nullable
default Object getEnvironment()

Sets the environment variables in the container that the monitoring job runs.

getPostAnalyticsProcessorSourceUri

@Stability(value=Stable)
 @Nullable
default String getPostAnalyticsProcessorSourceUri()

An Amazon S3 URI to a script that is called after analysis has been performed.

Applicable only for the built-in (first party) containers.

getRecordPreprocessorSourceUri

@Stability(value=Stable)
 @Nullable
default String getRecordPreprocessorSourceUri()

An Amazon S3 URI to a script that is called per row prior to running analysis.

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.

builder

@Stability(value=Stable)
static CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder builder()

Returns:

a CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder of CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty