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[ aws . forecast ]

create-dataset-group

Description

Creates a dataset group, which holds a collection of related datasets. You can add datasets to the dataset group when you create the dataset group, or later by using the UpdateDatasetGroup operation.

After creating a dataset group and adding datasets, you use the dataset group when you create a predictor. For more information, see howitworks-datasets-groups .

To get a list of all your datasets groups, use the ListDatasetGroups operation.

Note

The Status of a dataset group must be ACTIVE before you can create use the dataset group to create a predictor. To get the status, use the DescribeDatasetGroup operation.

See also: AWS API Documentation

See 'aws help' for descriptions of global parameters.

Synopsis

  create-dataset-group
--dataset-group-name <value>
--domain <value>
[--dataset-arns <value>]
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]

Options

--dataset-group-name (string)

A name for the dataset group.

--domain (string)

The domain associated with the dataset group. When you add a dataset to a dataset group, this value and the value specified for the Domain parameter of the CreateDataset operation must match.

The Domain and DatasetType that you choose determine the fields that must be present in training data that you import to a dataset. For example, if you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType , Amazon Forecast requires that item_id , timestamp , and demand fields are present in your data. For more information, see howitworks-datasets-groups .

Possible values:

  • RETAIL
  • CUSTOM
  • INVENTORY_PLANNING
  • EC2_CAPACITY
  • WORK_FORCE
  • WEB_TRAFFIC
  • METRICS

--dataset-arns (list)

An array of Amazon Resource Names (ARNs) of the datasets that you want to include in the dataset group.

Syntax:

"string" "string" ...

--cli-input-json (string) Performs service operation based on the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, the CLI values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See 'aws help' for descriptions of global parameters.

Output

DatasetGroupArn -> (string)

The Amazon Resource Name (ARN) of the dataset group.