MonitoringExecutionSummary
Summary of information about the last monitoring job to run.
Contents
- CreationTime
-
The time at which the monitoring job was created.
Type: Timestamp
Required: Yes
- LastModifiedTime
-
A timestamp that indicates the last time the monitoring job was modified.
Type: Timestamp
Required: Yes
- MonitoringExecutionStatus
-
The status of the monitoring job.
Type: String
Valid Values:
Pending | Completed | CompletedWithViolations | InProgress | Failed | Stopping | StoppedRequired: Yes
- MonitoringScheduleName
-
The name of the monitoring schedule.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}$Required: Yes
- ScheduledTime
-
The time the monitoring job was scheduled.
Type: Timestamp
Required: Yes
- EndpointName
-
The name of the endpoint used to run the monitoring job.
Type: String
Length Constraints: Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}Required: No
- FailureReason
-
Contains the reason a monitoring job failed, if it failed.
Type: String
Length Constraints: Maximum length of 1024.
Required: No
- MonitoringJobDefinitionName
-
The name of the monitoring job.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}$Required: No
- MonitoringType
-
The type of the monitoring job.
Type: String
Valid Values:
DataQuality | ModelQuality | ModelBias | ModelExplainabilityRequired: No
- ProcessingJobArn
-
The Amazon Resource Name (ARN) of the monitoring job.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:processing-job/.*Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
