Class: Aws::SageMaker::Types::CreateImageVersionRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateImageVersionRequest

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #aliases ⇒ Array<String>

  A list of aliases created with the image version.

• #base_image ⇒ String

  The registry path of the container image to use as the starting point for this version.

• #client_token ⇒ String

  A unique ID.

• #horovod ⇒ Boolean

  Indicates Horovod compatibility.

• #image_name ⇒ String

  The ImageName of the Image to create a version of.

• #job_type ⇒ String

  Indicates SageMaker AI job type compatibility.

• #ml_framework ⇒ String

  The machine learning framework vended in the image version.

• #processor ⇒ String

  Indicates CPU or GPU compatibility.

• #programming_lang ⇒ String

  The supported programming language and its version.

• #release_notes ⇒ String

  The maintainer description of the image version.

• #vendor_guidance ⇒ String

  The stability of the image version, specified by the maintainer.

Instance Attribute Details

#aliases ⇒ Array<String>

A list of aliases created with the image version.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#base_image ⇒ String

The registry path of the container image to use as the starting point for this version. The path is an Amazon ECR URI in the following format:

<acct-id>.dkr.ecr.<region>.amazonaws.com/<repo-name[:tag] or [@digest]>

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#client_token ⇒ String

A unique ID. If not specified, the Amazon Web Services CLI and Amazon Web Services SDKs, such as the SDK for Python (Boto3), add a unique value to the call.

A suitable default value is auto-generated. You should normally not need to pass this option.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#horovod ⇒ Boolean

Indicates Horovod compatibility.

Returns:

• (Boolean)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#image_name ⇒ String

The ImageName of the Image to create a version of.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#job_type ⇒ String

Indicates SageMaker AI job type compatibility.

• TRAINING: The image version is compatible with SageMaker AI training jobs.

• INFERENCE: The image version is compatible with SageMaker AI inference jobs.

• NOTEBOOK_KERNEL: The image version is compatible with SageMaker AI notebook kernels.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#ml_framework ⇒ String

The machine learning framework vended in the image version.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#processor ⇒ String

Indicates CPU or GPU compatibility.

• CPU: The image version is compatible with CPU.

• GPU: The image version is compatible with GPU.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#programming_lang ⇒ String

The supported programming language and its version.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#release_notes ⇒ String

The maintainer description of the image version.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end

#vendor_guidance ⇒ String

The stability of the image version, specified by the maintainer.

• NOT_PROVIDED: The maintainers did not provide a status for image version stability.

• STABLE: The image version is stable.

• TO_BE_ARCHIVED: The image version is set to be archived. Custom image versions that are set to be archived are automatically archived after three months.

• ARCHIVED: The image version is archived. Archived image versions are not searchable and are no longer actively supported.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9018

class CreateImageVersionRequest < Struct.new(
  :base_image,
  :client_token,
  :image_name,
  :aliases,
  :vendor_guidance,
  :job_type,
  :ml_framework,
  :programming_lang,
  :processor,
  :horovod,
  :release_notes)
  SENSITIVE = []
  include Aws::Structure
end