Amazon Personalize · Arazzo Workflow

Amazon Personalize Create a Dataset Group

Version 1.0.0

Create an empty Amazon Personalize dataset group for organizing training datasets.

1 workflow 1 source API 1 provider
View Spec View on GitHub AICustomer ExperienceMachine LearningMLPersonalizationRecommendationsArazzoWorkflows

Provider

amazon-personalize

Workflows

create-dataset-group
Create a single Amazon Personalize dataset group and return its ARN.
Submits a CreateDatasetGroup request with the supplied name and optional domain, then returns the dataset group ARN that downstream Personalize resources (datasets, solutions, campaigns) are attached to.
1 step inputs: domain, name outputs: datasetGroupArn
1
createDatasetGroup
CreateDatasetGroup
Create an empty dataset group that will organize the datasets used for training a recommendation model.

Source API Descriptions

Arazzo Workflow Specification

amazon-personalize-create-dataset-group-workflow.yml Raw ↑
arazzo: 1.0.1
info:
  title: Amazon Personalize Create a Dataset Group
  summary: Create an empty Amazon Personalize dataset group for organizing training datasets.
  description: >-
    The foundational Amazon Personalize provisioning step. A dataset group is
    the top-level container that holds the interaction, item, and user datasets
    a recommendation model is later trained on, so every Personalize integration
    begins by creating one. This workflow accepts a dataset group name and an
    optional managed domain, issues the AWS JSON 1.1 CreateDatasetGroup call with
    the documented X-Amz-Target header, and returns the ARN of the newly created
    dataset group. Each step spells out its request inline so the flow can be
    read and executed without opening the underlying OpenAPI description.
  version: 1.0.0
sourceDescriptions:
- name: amazonPersonalizeApi
  url: ../openapi/amazon-personalize-openapi.yml
  type: openapi
workflows:
- workflowId: create-dataset-group
  summary: Create a single Amazon Personalize dataset group and return its ARN.
  description: >-
    Submits a CreateDatasetGroup request with the supplied name and optional
    domain, then returns the dataset group ARN that downstream Personalize
    resources (datasets, solutions, campaigns) are attached to.
  inputs:
    type: object
    required:
    - name
    properties:
      name:
        type: string
        description: The name of the dataset group to create.
      domain:
        type: string
        enum:
        - ECOMMERCE
        - VIDEO_ON_DEMAND
        description: >-
          Optional managed domain for the dataset group. Omit to create a
          custom (non-domain) dataset group.
  steps:
  - stepId: createDatasetGroup
    description: >-
      Create an empty dataset group that will organize the datasets used for
      training a recommendation model.
    operationId: CreateDatasetGroup
    parameters:
    - name: X-Amz-Target
      in: header
      value: AmazonPersonalize.CreateDatasetGroup
    requestBody:
      contentType: application/x-amz-json-1.1
      payload:
        name: $inputs.name
        domain: $inputs.domain
    successCriteria:
    - condition: $statusCode == 200
    outputs:
      datasetGroupArn: $response.body#/datasetGroupArn
  outputs:
    datasetGroupArn: $steps.createDatasetGroup.outputs.datasetGroupArn