software.amazon.awscdk.services.sagemaker

Interface CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty

All Known Implementing Classes:

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Jsii$Proxy

Enclosing class:

CfnModelQualityJobDefinition

public static interface CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty

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

Method Detail

getImageUri

java.lang.String getImageUri()

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

getProblemType

java.lang.String getProblemType()

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

getContainerArguments

default java.util.List<java.lang.String> getContainerArguments()

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

getContainerEntrypoint

default java.util.List<java.lang.String> getContainerEntrypoint()

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

getEnvironment

default java.lang.Object getEnvironment()

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

getPostAnalyticsProcessorSourceUri

default java.lang.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

default java.lang.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

static CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder builder()

Returns:

a CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Builder of CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty