CreateConfiguredModelAlgorithmCommand

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

Example Syntax

Use a bare-bones client and the command you need to make an API call.

import { CleanRoomsMLClient, CreateConfiguredModelAlgorithmCommand } from "@aws-sdk/client-cleanroomsml"; // ES Modules import
// const { CleanRoomsMLClient, CreateConfiguredModelAlgorithmCommand } = require("@aws-sdk/client-cleanroomsml"); // CommonJS import
const client = new CleanRoomsMLClient(config);
const input = { // CreateConfiguredModelAlgorithmRequest
  name: "STRING_VALUE", // required
  description: "STRING_VALUE",
  roleArn: "STRING_VALUE", // required
  trainingContainerConfig: { // ContainerConfig
    imageUri: "STRING_VALUE", // required
    entrypoint: [ // ContainerEntrypoint
      "STRING_VALUE",
    ],
    arguments: [ // ContainerArguments
      "STRING_VALUE",
    ],
    metricDefinitions: [ // MetricDefinitionList
      { // MetricDefinition
        name: "STRING_VALUE", // required
        regex: "STRING_VALUE", // required
      },
    ],
  },
  inferenceContainerConfig: { // InferenceContainerConfig
    imageUri: "STRING_VALUE", // required
  },
  tags: { // TagMap
    "<keys>": "STRING_VALUE",
  },
  kmsKeyArn: "STRING_VALUE",
};
const command = new CreateConfiguredModelAlgorithmCommand(input);
const response = await client.send(command);
// { // CreateConfiguredModelAlgorithmResponse
//   configuredModelAlgorithmArn: "STRING_VALUE", // required
// };

CreateConfiguredModelAlgorithmCommand Input

Parameter
Type
Description
name
Required
string | undefined

The name of the configured model algorithm.

roleArn
Required
string | undefined

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

description
string | undefined

The description of the configured model algorithm.

inferenceContainerConfig
InferenceContainerConfig | undefined

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

kmsKeyArn
string | undefined

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.

tags
Record<string, string> | undefined

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.

trainingContainerConfig
ContainerConfig | undefined

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

CreateConfiguredModelAlgorithmCommand Output

Parameter
Type
Description
$metadata
Required
ResponseMetadata
Metadata pertaining to this request.
configuredModelAlgorithmArn
Required
string | undefined

The Amazon Resource Name (ARN) of the configured model algorithm.

Throws

Name
Fault
Details
AccessDeniedException
client

You do not have sufficient access to perform this action.

ConflictException
client

You can't complete this action because another resource depends on this resource.

ServiceQuotaExceededException
client

You have exceeded your service quota.

ValidationException
client

The request parameters for this request are incorrect.

CleanRoomsMLServiceException
Base exception class for all service exceptions from CleanRoomsML service.