CreateDataset (smaws-clients.Smaws_Client

Module Smaws_Client_Forecast.CreateDataset

Creates an Amazon Forecast dataset. The information about the dataset that you provide helps Forecast understand how to consume the data for model training. This includes the following:

DataFrequency - How frequently your historical time-series data is collected.

Domain and DatasetType - Each dataset has an associated dataset domain and a type within the domain. Amazon Forecast provides a list of predefined domains and types within each domain. For each unique dataset domain and type within the domain, Amazon Forecast requires your data to include a minimum set of predefined fields.

Schema - A schema specifies the fields in the dataset, including the field name and data type.

After creating a dataset, you import your training data into it and add the dataset to a dataset group. You use the dataset group to create a predictor. For more information, see Importing datasets.

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

The Status of a dataset must be ACTIVE before you can import training data. Use the DescribeDataset operation to get the status.

val error_to_string : 
  [ Smaws_Lib.Protocols.AwsJson.error
  | `InvalidInputException of Types.invalid_input_exception
  | `LimitExceededException of Types.limit_exceeded_exception
  | `ResourceAlreadyExistsException of Types.resource_already_exists_exception ] ->
  string

val request : 
  'http_type Smaws_Lib.Context.t ->
  Types.create_dataset_request ->
  (Types.create_dataset_response,
    [> Smaws_Lib.Protocols.AwsJson.error
    | `InvalidInputException of Types.invalid_input_exception
    | `LimitExceededException of Types.limit_exceeded_exception
    | `ResourceAlreadyExistsException of
      Types.resource_already_exists_exception ])
    Stdlib.result

val request_with_metadata : 
  'http_type Smaws_Lib.Context.t ->
  Types.create_dataset_request ->
  (Types.create_dataset_response Smaws_Lib.Response.t,
    [> Smaws_Lib.Protocols.AwsJson.error
    | `InvalidInputException of Types.invalid_input_exception
    | `LimitExceededException of Types.limit_exceeded_exception
    | `ResourceAlreadyExistsException of
      Types.resource_already_exists_exception ]
    * Smaws_Lib.Response.metadata)
    Stdlib.result