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

Inherits:

Struct

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

Includes:

Aws::Structure

Defined in:

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 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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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 Elastic Container Registry (ECR) URI in the following format:

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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 job type compatibility.

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

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

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 5643

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