Describes the schedule for a monitoring job
Describes the schedule for a monitoring job.
sagemaker_describe_monitoring_schedule(MonitoringScheduleName)
MonitoringScheduleName |
[required] Name of a previously created monitoring schedule. |
A list with the following syntax:
list( MonitoringScheduleArn = "string", MonitoringScheduleName = "string", MonitoringScheduleStatus = "Pending"|"Failed"|"Scheduled"|"Stopped", MonitoringType = "DataQuality"|"ModelQuality"|"ModelBias"|"ModelExplainability", FailureReason = "string", CreationTime = as.POSIXct( "2015-01-01" ), LastModifiedTime = as.POSIXct( "2015-01-01" ), MonitoringScheduleConfig = list( ScheduleConfig = list( ScheduleExpression = "string" ), MonitoringJobDefinition = list( BaselineConfig = list( BaseliningJobName = "string", ConstraintsResource = list( S3Uri = "string" ), StatisticsResource = list( S3Uri = "string" ) ), MonitoringInputs = list( list( EndpointInput = list( EndpointName = "string", LocalPath = "string", S3InputMode = "Pipe"|"File", S3DataDistributionType = "FullyReplicated"|"ShardedByS3Key", FeaturesAttribute = "string", InferenceAttribute = "string", ProbabilityAttribute = "string", ProbabilityThresholdAttribute = 123.0, StartTimeOffset = "string", EndTimeOffset = "string" ) ) ), MonitoringOutputConfig = list( MonitoringOutputs = list( list( S3Output = list( S3Uri = "string", LocalPath = "string", S3UploadMode = "Continuous"|"EndOfJob" ) ) ), KmsKeyId = "string" ), MonitoringResources = list( ClusterConfig = list( InstanceCount = 123, InstanceType = "ml.t3.medium"|"ml.t3.large"|"ml.t3.xlarge"|"ml.t3.2xlarge"|"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.r5.large"|"ml.r5.xlarge"|"ml.r5.2xlarge"|"ml.r5.4xlarge"|"ml.r5.8xlarge"|"ml.r5.12xlarge"|"ml.r5.16xlarge"|"ml.r5.24xlarge", VolumeSizeInGB = 123, VolumeKmsKeyId = "string" ) ), MonitoringAppSpecification = list( ImageUri = "string", ContainerEntrypoint = list( "string" ), ContainerArguments = list( "string" ), RecordPreprocessorSourceUri = "string", PostAnalyticsProcessorSourceUri = "string" ), StoppingCondition = list( MaxRuntimeInSeconds = 123 ), Environment = list( "string" ), NetworkConfig = list( EnableInterContainerTrafficEncryption = TRUE|FALSE, EnableNetworkIsolation = TRUE|FALSE, VpcConfig = list( SecurityGroupIds = list( "string" ), Subnets = list( "string" ) ) ), RoleArn = "string" ), MonitoringJobDefinitionName = "string", MonitoringType = "DataQuality"|"ModelQuality"|"ModelBias"|"ModelExplainability" ), EndpointName = "string", LastMonitoringExecutionSummary = list( MonitoringScheduleName = "string", ScheduledTime = as.POSIXct( "2015-01-01" ), CreationTime = as.POSIXct( "2015-01-01" ), LastModifiedTime = as.POSIXct( "2015-01-01" ), MonitoringExecutionStatus = "Pending"|"Completed"|"CompletedWithViolations"|"InProgress"|"Failed"|"Stopping"|"Stopped", ProcessingJobArn = "string", EndpointName = "string", FailureReason = "string", MonitoringJobDefinitionName = "string", MonitoringType = "DataQuality"|"ModelQuality"|"ModelBias"|"ModelExplainability" ) )
svc$describe_monitoring_schedule( MonitoringScheduleName = "string" )
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