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[ aws . forecast ]

list-predictors¶

Description¶

Returns a list of predictors created using the CreateAutoPredictor or CreatePredictor operations. For each predictor, this operation returns a summary of its properties, including its Amazon Resource Name (ARN).

You can retrieve the complete set of properties by using the ARN with the DescribeAutoPredictor and DescribePredictor operations. You can filter the list using an array of Filter objects.

Synopsis¶

  list-predictors
[--filters <value>]
[--cli-input-json <value>]
[--starting-token <value>]
[--page-size <value>]
[--max-items <value>]
[--generate-cli-skeleton <value>]
[--debug]
[--endpoint-url <value>]
[--no-verify-ssl]
[--no-paginate]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--no-sign-request]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]

Options¶

--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 predictors 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 predictors that match the statement, specify IS . To exclude matching predictors, specify IS_NOT .

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

Value - The value to match.

For example, to list all predictors whose status is ACTIVE, you would specify:

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

(structure)

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)

The name of the parameter to filter on.

Value -> (string)

The value to match.

Condition -> (string)

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

Shorthand Syntax:

Key=string,Value=string,Condition=string ...

JSON Syntax:

[
  {
    "Key": "string",
    "Value": "string",
    "Condition": "IS"|"IS_NOT"
  }
  ...
]

--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.

--starting-token (string)

A token to specify where to start paginating. This is the NextToken from a previously truncated response.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--page-size (integer)

The size of each page to get in the AWS service call. This does not affect the number of items returned in the command's output. Setting a smaller page size results in more calls to the AWS service, retrieving fewer items in each call. This can help prevent the AWS service calls from timing out.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--max-items (integer)

The total number of items to return in the command's output. If the total number of items available is more than the value specified, a NextToken is provided in the command's output. To resume pagination, provide the NextToken value in the starting-token argument of a subsequent command. Do not use the NextToken response element directly outside of the AWS CLI.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--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.

Global Options¶

--debug (boolean)

Turn on debug logging.

--endpoint-url (string)

Override command's default URL with the given URL.

--no-verify-ssl (boolean)

By default, the AWS CLI uses SSL when communicating with AWS services. For each SSL connection, the AWS CLI will verify SSL certificates. This option overrides the default behavior of verifying SSL certificates.

--no-paginate (boolean)

Disable automatic pagination.

--output (string)

The formatting style for command output.

json
text
table

--query (string)

A JMESPath query to use in filtering the response data.

--profile (string)

Use a specific profile from your credential file.

--region (string)

The region to use. Overrides config/env settings.

--version (string)

Display the version of this tool.

--color (string)

Turn on/off color output.

on
off
auto

--no-sign-request (boolean)

Do not sign requests. Credentials will not be loaded if this argument is provided.

--ca-bundle (string)

The CA certificate bundle to use when verifying SSL certificates. Overrides config/env settings.

--cli-read-timeout (int)

The maximum socket read time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The default value is 60 seconds.

--cli-connect-timeout (int)

The maximum socket connect time in seconds. If the value is set to 0, the socket connect will be blocking and not timeout. The default value is 60 seconds.

Output¶

Predictors -> (list)

An array of objects that summarize each predictor's properties.

(structure)

Provides a summary of the predictor properties that are used in the ListPredictors operation. To get the complete set of properties, call the DescribePredictor operation, and provide the listed PredictorArn .

PredictorArn -> (string)

The ARN of the predictor.

PredictorName -> (string)

The name of the predictor.

DatasetGroupArn -> (string)

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

IsAutoPredictor -> (boolean)

Whether AutoPredictor was used to create the predictor.

ReferencePredictorSummary -> (structure)

A summary of the reference predictor used if the predictor was retrained or upgraded.

Arn -> (string)

The ARN of the reference predictor.

State -> (string)

Whether the reference predictor is Active or Deleted .

Status -> (string)

The status of the predictor. States include:

ACTIVE

CREATE_PENDING , CREATE_IN_PROGRESS , CREATE_FAILED

DELETE_PENDING , DELETE_IN_PROGRESS , DELETE_FAILED

CREATE_STOPPING , CREATE_STOPPED

Note
The Status of the predictor must be ACTIVE before you can use the predictor to create a forecast.

Message -> (string)

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

CreationTime -> (timestamp)

When the model training task was created.

LastModificationTime -> (timestamp)

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.

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