SageMaker / Client / create_image_version

create_image_version#

SageMaker.Client.create_image_version(**kwargs)#

Creates a version of the SageMaker image specified by ImageName. The version represents the Amazon ECR container image specified by BaseImage.

See also: AWS API Documentation

Request Syntax

response = client.create_image_version(
    BaseImage='string',
    ClientToken='string',
    ImageName='string',
    Aliases=[
        'string',
    ],
    VendorGuidance='NOT_PROVIDED'|'STABLE'|'TO_BE_ARCHIVED'|'ARCHIVED',
    JobType='TRAINING'|'INFERENCE'|'NOTEBOOK_KERNEL',
    MLFramework='string',
    ProgrammingLang='string',
    Processor='CPU'|'GPU',
    Horovod=True|False,
    ReleaseNotes='string'
)
Parameters:

  • BaseImage (string) –

    [REQUIRED]

    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]>

  • ClientToken (string) –

    [REQUIRED]

    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.

    This field is autopopulated if not provided.

  • ImageName (string) –

    [REQUIRED]

    The ImageName of the Image to create a version of.

  • Aliases (list) –

    A list of aliases created with the image version.

    • (string) –

  • VendorGuidance (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.

  • JobType (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.

  • MLFramework (string) – The machine learning framework vended in the image version.

  • ProgrammingLang (string) – The supported programming language and its version.

  • Processor (string) –

    Indicates CPU or GPU compatibility.

    • CPU: The image version is compatible with CPU.

    • GPU: The image version is compatible with GPU.

  • Horovod (boolean) – Indicates Horovod compatibility.

  • ReleaseNotes (string) – The maintainer description of the image version.

Return type:

dict

Returns:

Response Syntax

{
    'ImageVersionArn': 'string'
}

Response Structure

  • (dict) –

    • ImageVersionArn (string) –

      The ARN of the image version.

Exceptions

  • SageMaker.Client.exceptions.ResourceInUse

  • SageMaker.Client.exceptions.ResourceLimitExceeded

  • SageMaker.Client.exceptions.ResourceNotFound