UpdateMonitoringSchedule - Amazon SageMaker


Updates a previously created schedule.

Request Syntax

{ "MonitoringScheduleConfig": { "MonitoringJobDefinition": { "BaselineConfig": { "BaseliningJobName": "string", "ConstraintsResource": { "S3Uri": "string" }, "StatisticsResource": { "S3Uri": "string" } }, "Environment": { "string" : "string" }, "MonitoringAppSpecification": { "ContainerArguments": [ "string" ], "ContainerEntrypoint": [ "string" ], "ImageUri": "string", "PostAnalyticsProcessorSourceUri": "string", "RecordPreprocessorSourceUri": "string" }, "MonitoringInputs": [ { "BatchTransformInput": { "DataCapturedDestinationS3Uri": "string", "DatasetFormat": { "Csv": { "Header": boolean }, "Json": { "Line": boolean }, "Parquet": { } }, "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" }, "EndpointInput": { "EndpointName": "string", "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" } } ], "MonitoringOutputConfig": { "KmsKeyId": "string", "MonitoringOutputs": [ { "S3Output": { "LocalPath": "string", "S3UploadMode": "string", "S3Uri": "string" } } ] }, "MonitoringResources": { "ClusterConfig": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string", "VolumeSizeInGB": number } }, "NetworkConfig": { "EnableInterContainerTrafficEncryption": boolean, "EnableNetworkIsolation": boolean, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "RoleArn": "string", "StoppingCondition": { "MaxRuntimeInSeconds": number } }, "MonitoringJobDefinitionName": "string", "MonitoringType": "string", "ScheduleConfig": { "DataAnalysisEndTime": "string", "DataAnalysisStartTime": "string", "ScheduleExpression": "string" } }, "MonitoringScheduleName": "string" }

Request Parameters

For information about the parameters that are common to all actions, see Common Parameters.

The request accepts the following data in JSON format.


The configuration object that specifies the monitoring schedule and defines the monitoring job.

Type: MonitoringScheduleConfig object

Required: Yes


The name of the monitoring schedule. The name must be unique within an AWS Region within an AWS account.

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

Response Syntax

{ "MonitoringScheduleArn": "string" }

Response Elements

If the action is successful, the service sends back an HTTP 200 response.

The following data is returned in JSON format by the service.


The Amazon Resource Name (ARN) of the monitoring schedule.

Type: String

Length Constraints: Maximum length of 256.

Pattern: .*


For information about the errors that are common to all actions, see Common Errors.


You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.

HTTP Status Code: 400


Resource being access is not found.

HTTP Status Code: 400

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: