[ aws . personalize ]
create-dataset¶
Description¶
Creates an empty dataset and adds it to the specified dataset group. Use CreateDatasetImportJob to import your training data to a dataset.
There are three types of datasets:
Interactions
Items
Users
Each dataset type has an associated schema with required field types. Only the Interactions dataset is required in order to train a model (also referred to as creating a solution).
A dataset can be in one of the following states:
CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
DELETE PENDING > DELETE IN_PROGRESS
To get the status of the dataset, call DescribeDataset .
Related APIs
See also: AWS API Documentation
See ‘aws help’ for descriptions of global parameters.
Synopsis¶
create-dataset
--name <value>
--schema-arn <value>
--dataset-group-arn <value>
--dataset-type <value>
[--tags <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
Options¶
--name (string)
The name for the dataset.
--schema-arn (string)
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
--dataset-group-arn (string)
The Amazon Resource Name (ARN) of the dataset group to add the dataset to.
--dataset-type (string)
The type of dataset.
One of the following (case insensitive) values:
Interactions
Items
Users
--tags (list)
A list of tags to apply to the dataset.
(structure)
The optional metadata that you apply to resources to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define. For more information see Tagging Personalize resources .
tagKey -> (string)
One part of a key-value pair that makes up a tag. A key is a general label that acts like a category for more specific tag values.
tagValue -> (string)
The optional part of a key-value pair that makes up a tag. A value acts as a descriptor within a tag category (key).
Shorthand Syntax:
tagKey=string,tagValue=string ...
JSON Syntax:
[
{
"tagKey": "string",
"tagValue": "string"
}
...
]
--cli-input-json | --cli-input-yaml (string)
Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those 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. This may not be specified along with --cli-input-yaml.
--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. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. 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.