Creates a configured model algorithm using a container image stored in an ECR repository¶

Description¶

Creates a configured model algorithm using a container image stored in an ECR repository.

Usage¶

cleanroomsml_create_configured_model_algorithm(name, description,
  roleArn, trainingContainerConfig, inferenceContainerConfig, tags,
  kmsKeyArn)

Arguments¶

• name

  [required] The name of the configured model algorithm.

• description

  The description of the configured model algorithm.

• roleArn

  [required] The Amazon Resource Name (ARN) of the role that is used to access the repository.

• trainingContainerConfig

  Configuration information for the training container, including entrypoints and arguments.

• inferenceContainerConfig

  Configuration information for the inference container that is used when you run an inference job on a configured model algorithm.

• tags

  The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.

  The following basic restrictions apply to tags:

  • Maximum number of tags per resource - 50.
  • For each resource, each tag key must be unique, and each tag key can have only one value.
  • Maximum key length - 128 Unicode characters in UTF-8.
  • Maximum value length - 256 Unicode characters in UTF-8.
  • If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.
  • Tag keys and values are case sensitive.
  • Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.

• kmsKeyArn

  The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the configured ML model algorithm and associated data.

Value¶

A list with the following syntax:

list(
  configuredModelAlgorithmArn = "string"
)

Request syntax¶

svc$create_configured_model_algorithm(
  name = "string",
  description = "string",
  roleArn = "string",
  trainingContainerConfig = list(
    imageUri = "string",
    entrypoint = list(
      "string"
    ),
    arguments = list(
      "string"
    ),
    metricDefinitions = list(
      list(
        name = "string",
        regex = "string"
      )
    )
  ),
  inferenceContainerConfig = list(
    imageUri = "string"
  ),
  tags = list(
    "string"
  ),
  kmsKeyArn = "string"
)