ForecastService / Client / list_forecasts

list_forecasts#

ForecastService.Client.list_forecasts(**kwargs)#

Returns a list of forecasts created using the CreateForecast operation. For each forecast, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). To retrieve the complete set of properties, specify the ARN with the DescribeForecast operation. You can filter the list using an array of Filter objects.

See also: AWS API Documentation

Request Syntax

response = client.list_forecasts(
    NextToken='string',
    MaxResults=123,
    Filters=[
        {
            'Key': 'string',
            'Value': 'string',
            'Condition': 'IS'|'IS_NOT'
        },
    ]
)
Parameters:

  • NextToken (string) – If the result of the previous request was truncated, the response includes a NextToken. To retrieve the next set of results, use the token in the next request. Tokens expire after 24 hours.

  • MaxResults (integer) – The number of items to return in the response.

  • Filters (list) –

    An array of filters. For each filter, you provide a condition and a match statement. The condition is either IS or IS_NOT, which specifies whether to include or exclude the forecasts that match the statement from the list, respectively. The match statement consists of a key and a value.

    Filter properties

    • Condition - The condition to apply. Valid values are IS and IS_NOT. To include the forecasts that match the statement, specify IS. To exclude matching forecasts, specify IS_NOT.

    • Key - The name of the parameter to filter on. Valid values are DatasetGroupArn, PredictorArn, and Status.

    • Value - The value to match.

    For example, to list all forecasts whose status is not ACTIVE, you would specify:

    "Filters": [ { "Condition": "IS_NOT", "Key": "Status", "Value": "ACTIVE" } ]

    • (dict) –

      Describes a filter for choosing a subset of objects. Each filter consists of a condition and a match statement. The condition is either IS or IS_NOT, which specifies whether to include or exclude the objects that match the statement, respectively. The match statement consists of a key and a value.

      • Key (string) – [REQUIRED]

        The name of the parameter to filter on.

      • Value (string) – [REQUIRED]

        The value to match.

      • Condition (string) – [REQUIRED]

        The condition to apply. To include the objects that match the statement, specify IS. To exclude matching objects, specify IS_NOT.

Return type:

dict

Returns:

Response Syntax

{
    'Forecasts': [
        {
            'ForecastArn': 'string',
            'ForecastName': 'string',
            'PredictorArn': 'string',
            'CreatedUsingAutoPredictor': True|False,
            'DatasetGroupArn': 'string',
            'Status': 'string',
            'Message': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'LastModificationTime': datetime(2015, 1, 1)
        },
    ],
    'NextToken': 'string'
}

Response Structure

  • (dict) –

    • Forecasts (list) –

      An array of objects that summarize each forecast’s properties.

      • (dict) –

        Provides a summary of the forecast properties used in the ListForecasts operation. To get the complete set of properties, call the DescribeForecast operation, and provide the ForecastArn that is listed in the summary.

        • ForecastArn (string) –

          The ARN of the forecast.

        • ForecastName (string) –

          The name of the forecast.

        • PredictorArn (string) –

          The ARN of the predictor used to generate the forecast.

        • CreatedUsingAutoPredictor (boolean) –

          Whether the Forecast was created from an AutoPredictor.

        • DatasetGroupArn (string) –

          The Amazon Resource Name (ARN) of the dataset group that provided the data used to train the predictor.

        • Status (string) –

          The status of the forecast. States include:

          • ACTIVE

          • CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED

          • CREATE_STOPPING, CREATE_STOPPED

          • DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED

          Note

          The Status of the forecast must be ACTIVE before you can query or export the forecast.

        • Message (string) –

          If an error occurred, an informational message about the error.

        • CreationTime (datetime) –

          When the forecast creation task was created.

        • LastModificationTime (datetime) –

          The last time the resource was modified. The timestamp depends on the status of the job:

          • CREATE_PENDING - The CreationTime.

          • CREATE_IN_PROGRESS - The current timestamp.

          • CREATE_STOPPING - The current timestamp.

          • CREATE_STOPPED - When the job stopped.

          • ACTIVE or CREATE_FAILED - When the job finished or failed.

    • NextToken (string) –

      If the response is truncated, Amazon Forecast returns this token. To retrieve the next set of results, use the token in the next request.

Exceptions