ListPredictors¶

class ForecastService.Paginator.ListPredictors¶

paginator = client.get_paginator('list_predictors')

paginate(**kwargs)¶

Creates an iterator that will paginate through responses from ForecastService.Client.list_predictors().

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    Filters=[
        {
            'Key': 'string',
            'Value': 'string',
            'Condition': 'IS'|'IS_NOT'
        },
    ],
    PaginationConfig={
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
    }
)

Parameters

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" } ]
- (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 .
PaginationConfig (dict) --
A dictionary that provides parameters to control pagination.
- MaxItems (integer) --
  The total number of items to return. If the total number of items available is more than the value specified in max-items then a NextToken will be provided in the output that you can use to resume pagination.
- PageSize (integer) --
  The size of each page.
- StartingToken (string) --
  A token to specify where to start paginating. This is the NextToken from a previous response.

Return type

dict

Returns

Response Syntax

{
    'Predictors': [
        {
            'PredictorArn': 'string',
            'PredictorName': 'string',
            'DatasetGroupArn': 'string',
            'IsAutoPredictor': True|False,
            'ReferencePredictorSummary': {
                'Arn': 'string',
                'State': 'Active'|'Deleted'
            },
            'Status': 'string',
            'Message': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'LastModificationTime': datetime(2015, 1, 1)
        },
    ],

}

Response Structure

(dict) --
- Predictors (list) --
  
  An array of objects that summarize each predictor's properties.
  - (dict) --
    
    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 (dict) --
      
      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 (datetime) --
      
      When the model training 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.

Table Of Contents

ListPredictors¶