NAME

Paws::SageMaker::OutputDataConfig

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::SageMaker::OutputDataConfig object:

  $service_obj->Method(Att1 => { KmsKeyId => $value, ..., S3OutputPath => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::OutputDataConfig object:

  $result = $service_obj->Method(...);
  $result->Att1->KmsKeyId

DESCRIPTION

Provides information about how to store model training results (model artifacts).

ATTRIBUTES

KmsKeyId => Str

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The "KmsKeyId" can be any of the following formats:

// KMS Key ID
"1234abcd-12ab-34cd-56ef-1234567890ab"
// Amazon Resource Name (ARN) of a KMS Key
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
// KMS Key Alias
"alias/ExampleAlias"
// Amazon Resource Name (ARN) of a KMS Key Alias
"arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"

If you use a KMS key ID or an alias of your master key, the Amazon SageMaker execution role must include permissions to call "kms:Encrypt". If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS-managed keys for "OutputDataConfig". If you use a bucket policy with an "s3:PutObject" permission that only allows objects with server-side encryption, set the condition key of "s3:x-amz-server-side-encryption" to "aws:kms". For more information, see KMS-Managed Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/userguide/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 "CreateTrainingJob", "CreateTransformJob", or "CreateHyperParameterTuningJob" requests. For more information, see Using Key Policies in Amazon Web Services KMS (https://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html) in the Amazon Web Services Key Management Service Developer Guide.

REQUIRED S3OutputPath => Str

Identifies the S3 path where you want Amazon SageMaker to store the model artifacts. For example, "s3://bucket-name/key-name-prefix".

BUGS and CONTRIBUTIONS

The source code is located here: <https://github.com/pplu/aws-sdk-perl>

Please report bugs to: <https://github.com/pplu/aws-sdk-perl/issues>