Struct OutputDataConfigBuilder

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#[non_exhaustive]
pub struct OutputDataConfigBuilder { /* private fields */ }

Expand description

A builder for OutputDataConfig.

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impl OutputDataConfigBuilder

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pub fn kms_key_id(self, input: impl Into<String>) -> Self

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that 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 KMS key, the SageMaker execution role must include permissions to call kms:Encrypt. If you don't provide a KMS key ID, SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide. If the output data is stored in Amazon S3 Express One Zone, it is encrypted with server-side encryption with Amazon S3 managed keys (SSE-S3). KMS key is not supported for Amazon S3 Express One Zone

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 in the Amazon Web Services Key Management Service Developer Guide.

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pub fn set_kms_key_id(self, input: Option<String>) -> Self

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that 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 KMS key, the SageMaker execution role must include permissions to call kms:Encrypt. If you don't provide a KMS key ID, SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide. If the output data is stored in Amazon S3 Express One Zone, it is encrypted with server-side encryption with Amazon S3 managed keys (SSE-S3). KMS key is not supported for Amazon S3 Express One Zone

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 in the Amazon Web Services Key Management Service Developer Guide.

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pub fn get_kms_key_id(&self) -> &Option<String>

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that 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 KMS key, the SageMaker execution role must include permissions to call kms:Encrypt. If you don't provide a KMS key ID, SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide. If the output data is stored in Amazon S3 Express One Zone, it is encrypted with server-side encryption with Amazon S3 managed keys (SSE-S3). KMS key is not supported for Amazon S3 Express One Zone

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 in the Amazon Web Services Key Management Service Developer Guide.

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pub fn s3_output_path(self, input: impl Into<String>) -> Self

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

This field is required.

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pub fn set_s3_output_path(self, input: Option<String>) -> Self

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

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pub fn get_s3_output_path(&self) -> &Option<String>

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

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pub fn compression_type(self, input: OutputCompressionType) -> Self

The model output compression type. Select None to output an uncompressed model, recommended for large model outputs. Defaults to gzip.

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pub fn set_compression_type(self, input: Option<OutputCompressionType>) -> Self

The model output compression type. Select None to output an uncompressed model, recommended for large model outputs. Defaults to gzip.

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pub fn get_compression_type(&self) -> &Option<OutputCompressionType>

The model output compression type. Select None to output an uncompressed model, recommended for large model outputs. Defaults to gzip.

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pub fn build(self) -> OutputDataConfig

Consumes the builder and constructs a OutputDataConfig.

Trait Implementations§

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impl Clone for OutputDataConfigBuilder

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fn clone(&self) -> OutputDataConfigBuilder

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for OutputDataConfigBuilder

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl Default for OutputDataConfigBuilder

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fn default() -> OutputDataConfigBuilder

Returns the “default value” for a type. Read more

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impl PartialEq for OutputDataConfigBuilder

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fn eq(&self, other: &OutputDataConfigBuilder) -> bool

Tests for self and other values to be equal, and is used by ==.

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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

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impl StructuralPartialEq for OutputDataConfigBuilder

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impl UnwindSafe for OutputDataConfigBuilder

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Struct OutputDataConfigBuilderCopy item path

Implementations§

impl OutputDataConfigBuilder

pub fn kms_key_id(self, input: impl Into<String>) -> Self

pub fn set_kms_key_id(self, input: Option<String>) -> Self

pub fn get_kms_key_id(&self) -> &Option<String>

pub fn s3_output_path(self, input: impl Into<String>) -> Self

pub fn set_s3_output_path(self, input: Option<String>) -> Self

pub fn get_s3_output_path(&self) -> &Option<String>

pub fn compression_type(self, input: OutputCompressionType) -> Self

pub fn set_compression_type(self, input: Option<OutputCompressionType>) -> Self

pub fn get_compression_type(&self) -> &Option<OutputCompressionType>

pub fn build(self) -> OutputDataConfig

Trait Implementations§

impl Clone for OutputDataConfigBuilder

fn clone(&self) -> OutputDataConfigBuilder

fn clone_from(&mut self, source: &Self)

impl Debug for OutputDataConfigBuilder

fn fmt(&self, f: &mut Formatter<'_>) -> Result

impl Default for OutputDataConfigBuilder

fn default() -> OutputDataConfigBuilder

impl PartialEq for OutputDataConfigBuilder

fn eq(&self, other: &OutputDataConfigBuilder) -> bool

fn ne(&self, other: &Rhs) -> bool

impl StructuralPartialEq for OutputDataConfigBuilder

Auto Trait Implementations§

impl Freeze for OutputDataConfigBuilder

impl RefUnwindSafe for OutputDataConfigBuilder

impl Send for OutputDataConfigBuilder

impl Sync for OutputDataConfigBuilder

impl Unpin for OutputDataConfigBuilder

impl UnwindSafe for OutputDataConfigBuilder

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Struct OutputDataConfigBuilder

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