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Create Dataset Group

personalize_create_dataset_group R Documentation

Creates an empty dataset group

Description

Creates an empty dataset group. A dataset group is a container for Amazon Personalize resources. A dataset group can contain at most three datasets, one for each type of dataset:

  • Item interactions

  • Items

  • Users

  • Actions

  • Action interactions

A dataset group can be a Domain dataset group, where you specify a domain and use pre-configured resources like recommenders, or a Custom dataset group, where you use custom resources, such as a solution with a solution version, that you deploy with a campaign. If you start with a Domain dataset group, you can still add custom resources such as solutions and solution versions trained with recipes for custom use cases and deployed with campaigns.

A dataset group can be in one of the following states:

  • CREATE PENDING \ CREATE IN_PROGRESS \ ACTIVE -or- CREATE FAILED

  • DELETE PENDING

To get the status of the dataset group, call describe_dataset_group. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the creation failed.

You must wait until the status of the dataset group is ACTIVE before adding a dataset to the group.

You can specify an Key Management Service (KMS) key to encrypt the datasets in the group. If you specify a KMS key, you must also include an Identity and Access Management (IAM) role that has permission to access the key.

APIs that require a dataset group ARN in the request

  • create_dataset

  • create_event_tracker

  • create_solution

Related APIs

  • list_dataset_groups

  • describe_dataset_group

  • delete_dataset_group

Usage

personalize_create_dataset_group(name, roleArn, kmsKeyArn, domain, tags)

Arguments

name

[required] The name for the new dataset group.

roleArn

The ARN of the Identity and Access Management (IAM) role that has permissions to access the Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.

kmsKeyArn

The Amazon Resource Name (ARN) of a Key Management Service (KMS) key used to encrypt the datasets.

domain

The domain of the dataset group. Specify a domain to create a Domain dataset group. The domain you specify determines the default schemas for datasets and the use cases available for recommenders. If you don't specify a domain, you create a Custom dataset group with solution versions that you deploy with a campaign.

tags

A list of tags to apply to the dataset group.

Value

A list with the following syntax: 

list(
  datasetGroupArn = "string",
  domain = "ECOMMERCE"|"VIDEO_ON_DEMAND"
)

Request syntax

svc$create_dataset_group(
  name = "string",
  roleArn = "string",
  kmsKeyArn = "string",
  domain = "ECOMMERCE"|"VIDEO_ON_DEMAND",
  tags = list(
    list(
      tagKey = "string",
      tagValue = "string"
    )
  )
)