Creates a predictor monitor resource for an existing auto predictor. Predictor monitoring allows you to see how your predictor's performance changes over time. For more information, see Predictor Monitoring.

See also: AWS API Documentation

Request Syntax

response = client.create_monitor(
            'Key': 'string',
            'Value': 'string'
  • MonitorName (string) --


    The name of the monitor resource.

  • ResourceArn (string) --


    The Amazon Resource Name (ARN) of the predictor to monitor.

  • Tags (list) --

    A list of tags to apply to the monitor resource.

    • (dict) --

      The optional metadata that you apply to a resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.

      The following basic restrictions apply to tags:

      • Maximum number of tags per resource - 50.
      • For each resource, each tag key must be unique, and each tag key can have only one value.
      • Maximum key length - 128 Unicode characters in UTF-8.
      • Maximum value length - 256 Unicode characters in UTF-8.
      • If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.
      • Tag keys and values are case sensitive.
      • Do not use aws: , AWS: , or any upper or lowercase combination of such as a prefix for keys as it is reserved for Amazon Web Services use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Forecast considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.
      • Key (string) -- [REQUIRED]

        One part of a key-value pair that makes up a tag. A key is a general label that acts like a category for more specific tag values.

      • Value (string) -- [REQUIRED]

        The optional part of a key-value pair that makes up a tag. A value acts as a descriptor within a tag category (key).

Return type



Response Syntax

    'MonitorArn': 'string'

Response Structure

  • (dict) --

    • MonitorArn (string) --

      The Amazon Resource Name (ARN) of the monitor resource.


  • ForecastService.Client.exceptions.InvalidInputException
  • ForecastService.Client.exceptions.ResourceAlreadyExistsException
  • ForecastService.Client.exceptions.ResourceNotFoundException
  • ForecastService.Client.exceptions.ResourceInUseException
  • ForecastService.Client.exceptions.LimitExceededException