software.amazon.awscdk.services.sagemaker

Interface CfnEndpointConfig.DataCaptureConfigProperty

All Known Implementing Classes:

CfnEndpointConfig.DataCaptureConfigProperty.Jsii$Proxy

Enclosing class:

CfnEndpointConfig

public static interface CfnEndpointConfig.DataCaptureConfigProperty

Specifies the configuration of your endpoint for model monitor data capture.

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.*;
 DataCaptureConfigProperty dataCaptureConfigProperty = DataCaptureConfigProperty.builder()
         .captureOptions(List.of(CaptureOptionProperty.builder()
                 .captureMode("captureMode")
                 .build()))
         .destinationS3Uri("destinationS3Uri")
         .initialSamplingPercentage(123)
         // the properties below are optional
         .captureContentTypeHeader(CaptureContentTypeHeaderProperty.builder()
                 .csvContentTypes(List.of("csvContentTypes"))
                 .jsonContentTypes(List.of("jsonContentTypes"))
                 .build())
         .enableCapture(false)
         .kmsKeyId("kmsKeyId")
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static CfnEndpointConfig.DataCaptureConfigProperty.Builder	builder()
default java.lang.Object	getCaptureContentTypeHeader() A list of the JSON and CSV content type that the endpoint captures.
java.lang.Object	getCaptureOptions() Specifies whether the endpoint captures input data to your model, output data from your model, or both.
java.lang.String	getDestinationS3Uri() The S3 bucket where model monitor stores captured data.
default java.lang.Object	getEnableCapture() Set to `True` to enable data capture.
java.lang.Number	getInitialSamplingPercentage() The percentage of data to capture.
default java.lang.String	getKmsKeyId() The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption.

Method Detail

getCaptureOptions

java.lang.Object getCaptureOptions()

Specifies whether the endpoint captures input data to your model, output data from your model, or both.

getDestinationS3Uri

java.lang.String getDestinationS3Uri()

The S3 bucket where model monitor stores captured data.

getInitialSamplingPercentage

java.lang.Number getInitialSamplingPercentage()

The percentage of data to capture.

getCaptureContentTypeHeader

default java.lang.Object getCaptureContentTypeHeader()

A list of the JSON and CSV content type that the endpoint captures.

getEnableCapture

default java.lang.Object getEnableCapture()

Set to `True` to enable data capture.

getKmsKeyId

default java.lang.String getKmsKeyId()

The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption.

The KmsKeyId can be any of the following formats: Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab Alias name: alias/ExampleAlias Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html) in the Amazon Simple Storage Service Developer Guide. The KMS key policy must grant permission to the IAM role that you specify in your CreateModel (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateModel.html) request. For more information, see Using Key Policies in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html) in the AWS Key Management Service Developer Guide.

builder

static CfnEndpointConfig.DataCaptureConfigProperty.Builder builder()

Returns:

a CfnEndpointConfig.DataCaptureConfigProperty.Builder of CfnEndpointConfig.DataCaptureConfigProperty