DatasetGroup

The DatasetGroup resource lets you manage AWS Forecast DatasetGroups for organizing and managing datasets used in forecasting models.

Minimal Example

Create a basic DatasetGroup with the required properties and an optional tag.

import AWS from "alchemy/aws/control";

const datasetGroup = await AWS.Forecast.DatasetGroup("myDatasetGroup", {
  DatasetGroupName: "SalesForecastGroup",
  Domain: "RETAIL",
  DatasetArns: [
    "arn:aws:forecast:us-east-1:123456789012:dataset/myDataset"
  ],
  Tags: [
    { Key: "Environment", Value: "Production" }
  ]
});

Advanced Configuration

Configure a DatasetGroup with multiple datasets to enhance your forecasting capabilities.

const advancedDatasetGroup = await AWS.Forecast.DatasetGroup("advancedDatasetGroup", {
  DatasetGroupName: "AdvancedSalesForecastGroup",
  Domain: "RETAIL",
  DatasetArns: [
    "arn:aws:forecast:us-east-1:123456789012:dataset/salesData",
    "arn:aws:forecast:us-east-1:123456789012:dataset/seasonalityData"
  ],
  Tags: [
    { Key: "Project", Value: "SalesForecasting" },
    { Key: "Team", Value: "DataScience" }
  ]
});

Adoption of Existing Resources

Create a DatasetGroup that adopts an existing resource if it already exists.

const adoptDatasetGroup = await AWS.Forecast.DatasetGroup("adoptDatasetGroup", {
  DatasetGroupName: "SalesForecastGroup",
  Domain: "RETAIL",
  DatasetArns: [
    "arn:aws:forecast:us-east-1:123456789012:dataset/myExistingDataset"
  ],
  adopt: true // This will adopt the existing DatasetGroup instead of failing
});