Package software.amazon.awscdk.services.sagemaker

Interface CfnMonitoringSchedule.ScheduleConfigProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnMonitoringSchedule.ScheduleConfigProperty.Jsii$Proxy

Enclosing class:

CfnMonitoringSchedule

@Stability(Stable)
public static interface CfnMonitoringSchedule.ScheduleConfigProperty
extends software.amazon.jsii.JsiiSerializable

Configuration details about the monitoring schedule.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 ScheduleConfigProperty scheduleConfigProperty = ScheduleConfigProperty.builder()
         .scheduleExpression("scheduleExpression")
         // the properties below are optional
         .dataAnalysisEndTime("dataAnalysisEndTime")
         .dataAnalysisStartTime("dataAnalysisStartTime")
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnMonitoringSchedule.ScheduleConfigProperty.Builder	A builder for CfnMonitoringSchedule.ScheduleConfigProperty
static final class	CfnMonitoringSchedule.ScheduleConfigProperty.Jsii$Proxy	An implementation for CfnMonitoringSchedule.ScheduleConfigProperty

Method Summary

Modifier and Type	Method	Description
static CfnMonitoringSchedule.ScheduleConfigProperty.Builder	builder()
default String	getDataAnalysisEndTime()	Sets the end time for a monitoring job window.
default String	getDataAnalysisStartTime()	Sets the start time for a monitoring job window.
String	getScheduleExpression()	A cron expression that describes details about the monitoring schedule.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getScheduleExpression

@Stability(Stable)
@NotNull
String getScheduleExpression()

A cron expression that describes details about the monitoring schedule.

The supported cron expressions are:

• If you want to set the job to start every hour, use the following:

Hourly: cron(0 * ? * * *)

• If you want to start the job daily:

cron(0 [00-23] ? * * *)

• If you want to run the job one time, immediately, use the following keyword:

NOW

For example, the following are valid cron expressions:

• Daily at noon UTC: cron(0 12 ? * * *)
• Daily at midnight UTC: cron(0 0 ? * * *)

To support running every 6, 12 hours, the following are also supported:

cron(0 [00-23]/[01-24] ? * * *)

For example, the following are valid cron expressions:

• Every 12 hours, starting at 5pm UTC: cron(0 17/12 ? * * *)
• Every two hours starting at midnight: cron(0 0/2 ? * * *)

• Even though the cron expression is set to start at 5PM UTC, note that there could be a delay of 0-20 minutes from the actual requested time to run the execution.
• We recommend that if you would like a daily schedule, you do not provide this parameter. Amazon SageMaker AI will pick a time for running every day.

You can also specify the keyword NOW to run the monitoring job immediately, one time, without recurring.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html#cfn-sagemaker-monitoringschedule-scheduleconfig-scheduleexpression

getDataAnalysisEndTime

@Stability(Stable)
@Nullable
default String getDataAnalysisEndTime()

Sets the end time for a monitoring job window.

Express this time as an offset to the times that you schedule your monitoring jobs to run. You schedule monitoring jobs with the ScheduleExpression parameter. Specify this offset in ISO 8601 duration format. For example, if you want to end the window one hour before the start of each monitoring job, you would specify: "-PT1H" .

The end time that you specify must not follow the start time that you specify by more than 24 hours. You specify the start time with the DataAnalysisStartTime parameter.

If you set ScheduleExpression to NOW , this parameter is required.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html#cfn-sagemaker-monitoringschedule-scheduleconfig-dataanalysisendtime

getDataAnalysisStartTime

@Stability(Stable)
@Nullable
default String getDataAnalysisStartTime()

Sets the start time for a monitoring job window.

Express this time as an offset to the times that you schedule your monitoring jobs to run. You schedule monitoring jobs with the ScheduleExpression parameter. Specify this offset in ISO 8601 duration format. For example, if you want to monitor the five hours of data in your dataset that precede the start of each monitoring job, you would specify: "-PT5H" .

The start time that you specify must not precede the end time that you specify by more than 24 hours. You specify the end time with the DataAnalysisEndTime parameter.

If you set ScheduleExpression to NOW , this parameter is required.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html#cfn-sagemaker-monitoringschedule-scheduleconfig-dataanalysisstarttime

builder

@Stability(Stable)
static CfnMonitoringSchedule.ScheduleConfigProperty.Builder builder()

Returns:

a CfnMonitoringSchedule.ScheduleConfigProperty.Builder of CfnMonitoringSchedule.ScheduleConfigProperty