SageMaker / Client / list_monitoring_alerts

list_monitoring_alerts#

SageMaker.Client.list_monitoring_alerts(**kwargs)#

Gets the alerts for a single monitoring schedule.

Request Syntax

response = client.list_monitoring_alerts(
    MonitoringScheduleName='string',
    NextToken='string',
    MaxResults=123
)

Parameters:

MonitoringScheduleName (string) –
[REQUIRED]

The name of a monitoring schedule.
NextToken (string) – If the result of the previous ListMonitoringAlerts request was truncated, the response includes a NextToken. To retrieve the next set of alerts in the history, use the token in the next request.
MaxResults (integer) – The maximum number of results to display. The default is 100.

Return type:

dict

Returns:

Response Syntax

{
    'MonitoringAlertSummaries': [
        {
            'MonitoringAlertName': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'LastModifiedTime': datetime(2015, 1, 1),
            'AlertStatus': 'InAlert'|'OK',
            'DatapointsToAlert': 123,
            'EvaluationPeriod': 123,
            'Actions': {
                'ModelDashboardIndicator': {
                    'Enabled': True|False
                }
            }
        },
    ],
    'NextToken': 'string'
}

Response Structure

(dict) –
- MonitoringAlertSummaries (list) –
  
  A JSON array where each element is a summary for a monitoring alert.
  - (dict) –
    
    Provides summary information about a monitor alert.
    - MonitoringAlertName (string) –
      
      The name of a monitoring alert.
    - CreationTime (datetime) –
      
      A timestamp that indicates when a monitor alert was created.
    - LastModifiedTime (datetime) –
      
      A timestamp that indicates when a monitor alert was last updated.
    - AlertStatus (string) –
      
      The current status of an alert.
    - DatapointsToAlert (integer) –
      
      Within EvaluationPeriod, how many execution failures will raise an alert.
    - EvaluationPeriod (integer) –
      
      The number of most recent monitoring executions to consider when evaluating alert status.
    - Actions (dict) –
      
      A list of alert actions taken in response to an alert going into InAlert status.
      - ModelDashboardIndicator (dict) –
        
        An alert action taken to light up an icon on the Model Dashboard when an alert goes into InAlert status.
        
        Enabled (boolean) –
        
        Indicates whether the alert action is turned on.
- NextToken (string) –
  
  If the response is truncated, SageMaker returns this token. To retrieve the next set of alerts, use it in the subsequent request.

Exceptions

SageMaker.Client.exceptions.ResourceNotFound