MLModelAvailable

class MachineLearning.Waiter.MLModelAvailable

waiter = client.get_waiter('ml_model_available')

wait(**kwargs)

Polls MachineLearning.Client.describe_ml_models() every 30 seconds until a successful state is reached. An error is returned after 60 failed checks.

See also: AWS API Documentation

Request Syntax

waiter.wait(
    FilterVariable='CreatedAt'|'LastUpdatedAt'|'Status'|'Name'|'IAMUser'|'TrainingDataSourceId'|'RealtimeEndpointStatus'|'MLModelType'|'Algorithm'|'TrainingDataURI',
    EQ='string',
    GT='string',
    LT='string',
    GE='string',
    LE='string',
    NE='string',
    Prefix='string',
    SortOrder='asc'|'dsc',
    NextToken='string',
    Limit=123,
    WaiterConfig={
        'Delay': 123,
        'MaxAttempts': 123
    }
)

Parameters

• FilterVariable (string) --

  Use one of the following variables to filter a list of MLModel :

  • CreatedAt - Sets the search criteria to MLModel creation date.
  • Status - Sets the search criteria to MLModel status.
  • Name - Sets the search criteria to the contents of MLModel **** Name .
  • IAMUser - Sets the search criteria to the user account that invoked the MLModel creation.
  • TrainingDataSourceId - Sets the search criteria to the DataSource used to train one or more MLModel .
  • RealtimeEndpointStatus - Sets the search criteria to the MLModel real-time endpoint status.
  • MLModelType - Sets the search criteria to MLModel type: binary, regression, or multi-class.
  • Algorithm - Sets the search criteria to the algorithm that the MLModel uses.
  • TrainingDataURI - Sets the search criteria to the data file(s) used in training a MLModel . The URL can identify either a file or an Amazon Simple Storage Service (Amazon S3) bucket or directory.
• EQ (string) -- The equal to operator. The MLModel results will have FilterVariable values that exactly match the value specified with EQ .
• GT (string) -- The greater than operator. The MLModel results will have FilterVariable values that are greater than the value specified with GT .
• LT (string) -- The less than operator. The MLModel results will have FilterVariable values that are less than the value specified with LT .
• GE (string) -- The greater than or equal to operator. The MLModel results will have FilterVariable values that are greater than or equal to the value specified with GE .
• LE (string) -- The less than or equal to operator. The MLModel results will have FilterVariable values that are less than or equal to the value specified with LE .
• NE (string) -- The not equal to operator. The MLModel results will have FilterVariable values not equal to the value specified with NE .
• Prefix (string) --

  A string that is found at the beginning of a variable, such as Name or Id .

  For example, an MLModel could have the Name 2014-09-09-HolidayGiftMailer . To search for this MLModel , select Name for the FilterVariable and any of the following strings for the Prefix :

  • 2014-09
  • 2014-09-09
  • 2014-09-09-Holiday
• SortOrder (string) --

  A two-value parameter that determines the sequence of the resulting list of MLModel .

  • asc - Arranges the list in ascending order (A-Z, 0-9).
  • dsc - Arranges the list in descending order (Z-A, 9-0).

  Results are sorted by FilterVariable .

• NextToken (string) -- The ID of the page in the paginated results.
• Limit (integer) -- The number of pages of information to include in the result. The range of acceptable values is 1 through 100 . The default value is 100 .
• WaiterConfig (dict) --

  A dictionary that provides parameters to control waiting behavior.

  • Delay (integer) --

    The amount of time in seconds to wait between attempts. Default: 30

  • MaxAttempts (integer) --

    The maximum number of attempts to be made. Default: 60

Returns

None