Package 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(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();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	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 Details

getImageUri

@Stability(Stable)
@NotNull
String getImageUri()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-imageuri

getProblemType

@Stability(Stable)
@NotNull
String getProblemType()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-problemtype

getContainerArguments

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

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerarguments

getContainerEntrypoint

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

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerentrypoint

getEnvironment

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

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-environment

getPostAnalyticsProcessorSourceUri

@Stability(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.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-postanalyticsprocessorsourceuri

getRecordPreprocessorSourceUri

@Stability(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 flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-recordpreprocessorsourceuri

builder

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

Returns:

a CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder of CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty