Package software.amazon.awscdk.services.sagemaker

Interface CfnMonitoringScheduleProps

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnMonitoringScheduleProps.Jsii$Proxy

@Generated(value="jsii-pacmak/1.98.0 (build 00b106d)",
           date="2024-05-08T21:35:13.587Z")
@Stability(Stable)
public interface CfnMonitoringScheduleProps
extends software.amazon.jsii.JsiiSerializable

Properties for defining a CfnMonitoringSchedule.

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.*;
 CfnMonitoringScheduleProps cfnMonitoringScheduleProps = CfnMonitoringScheduleProps.builder()
         .monitoringScheduleConfig(MonitoringScheduleConfigProperty.builder()
                 .monitoringJobDefinition(MonitoringJobDefinitionProperty.builder()
                         .monitoringAppSpecification(MonitoringAppSpecificationProperty.builder()
                                 .imageUri("imageUri")
                                 // the properties below are optional
                                 .containerArguments(List.of("containerArguments"))
                                 .containerEntrypoint(List.of("containerEntrypoint"))
                                 .postAnalyticsProcessorSourceUri("postAnalyticsProcessorSourceUri")
                                 .recordPreprocessorSourceUri("recordPreprocessorSourceUri")
                                 .build())
                         .monitoringInputs(List.of(MonitoringInputProperty.builder()
                                 .batchTransformInput(BatchTransformInputProperty.builder()
                                         .dataCapturedDestinationS3Uri("dataCapturedDestinationS3Uri")
                                         .datasetFormat(DatasetFormatProperty.builder()
                                                 .csv(CsvProperty.builder()
                                                         .header(false)
                                                         .build())
                                                 .json(JsonProperty.builder()
                                                         .line(false)
                                                         .build())
                                                 .parquet(false)
                                                 .build())
                                         .localPath("localPath")
                                         // the properties below are optional
                                         .excludeFeaturesAttribute("excludeFeaturesAttribute")
                                         .s3DataDistributionType("s3DataDistributionType")
                                         .s3InputMode("s3InputMode")
                                         .build())
                                 .endpointInput(EndpointInputProperty.builder()
                                         .endpointName("endpointName")
                                         .localPath("localPath")
                                         // the properties below are optional
                                         .excludeFeaturesAttribute("excludeFeaturesAttribute")
                                         .s3DataDistributionType("s3DataDistributionType")
                                         .s3InputMode("s3InputMode")
                                         .build())
                                 .build()))
                         .monitoringOutputConfig(MonitoringOutputConfigProperty.builder()
                                 .monitoringOutputs(List.of(MonitoringOutputProperty.builder()
                                         .s3Output(S3OutputProperty.builder()
                                                 .localPath("localPath")
                                                 .s3Uri("s3Uri")
                                                 // the properties below are optional
                                                 .s3UploadMode("s3UploadMode")
                                                 .build())
                                         .build()))
                                 // the properties below are optional
                                 .kmsKeyId("kmsKeyId")
                                 .build())
                         .monitoringResources(MonitoringResourcesProperty.builder()
                                 .clusterConfig(ClusterConfigProperty.builder()
                                         .instanceCount(123)
                                         .instanceType("instanceType")
                                         .volumeSizeInGb(123)
                                         // the properties below are optional
                                         .volumeKmsKeyId("volumeKmsKeyId")
                                         .build())
                                 .build())
                         .roleArn("roleArn")
                         // the properties below are optional
                         .baselineConfig(BaselineConfigProperty.builder()
                                 .constraintsResource(ConstraintsResourceProperty.builder()
                                         .s3Uri("s3Uri")
                                         .build())
                                 .statisticsResource(StatisticsResourceProperty.builder()
                                         .s3Uri("s3Uri")
                                         .build())
                                 .build())
                         .environment(Map.of(
                                 "environmentKey", "environment"))
                         .networkConfig(NetworkConfigProperty.builder()
                                 .enableInterContainerTrafficEncryption(false)
                                 .enableNetworkIsolation(false)
                                 .vpcConfig(VpcConfigProperty.builder()
                                         .securityGroupIds(List.of("securityGroupIds"))
                                         .subnets(List.of("subnets"))
                                         .build())
                                 .build())
                         .stoppingCondition(StoppingConditionProperty.builder()
                                 .maxRuntimeInSeconds(123)
                                 .build())
                         .build())
                 .monitoringJobDefinitionName("monitoringJobDefinitionName")
                 .monitoringType("monitoringType")
                 .scheduleConfig(ScheduleConfigProperty.builder()
                         .scheduleExpression("scheduleExpression")
                         // the properties below are optional
                         .dataAnalysisEndTime("dataAnalysisEndTime")
                         .dataAnalysisStartTime("dataAnalysisStartTime")
                         .build())
                 .build())
         .monitoringScheduleName("monitoringScheduleName")
         // the properties below are optional
         .endpointName("endpointName")
         .failureReason("failureReason")
         .lastMonitoringExecutionSummary(MonitoringExecutionSummaryProperty.builder()
                 .creationTime("creationTime")
                 .lastModifiedTime("lastModifiedTime")
                 .monitoringExecutionStatus("monitoringExecutionStatus")
                 .monitoringScheduleName("monitoringScheduleName")
                 .scheduledTime("scheduledTime")
                 // the properties below are optional
                 .endpointName("endpointName")
                 .failureReason("failureReason")
                 .processingJobArn("processingJobArn")
                 .build())
         .monitoringScheduleStatus("monitoringScheduleStatus")
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .build();
 

See Also:

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

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
static CfnMonitoringScheduleProps.Builder	builder()
default String	getEndpointName()	The name of the endpoint using the monitoring schedule.
default String	getFailureReason()	Contains the reason a monitoring job failed, if it failed.
default Object	getLastMonitoringExecutionSummary()	Describes metadata on the last execution to run, if there was one.
Object	getMonitoringScheduleConfig()	The configuration object that specifies the monitoring schedule and defines the monitoring job.
String	getMonitoringScheduleName()	The name of the monitoring schedule.
default String	getMonitoringScheduleStatus()	The status of the monitoring schedule.
default List<CfnTag>	getTags()	An array of key-value pairs to apply to this resource.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getMonitoringScheduleConfig

@Stability(Stable)
@NotNull
Object getMonitoringScheduleConfig()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig

getMonitoringScheduleName

@Stability(Stable)
@NotNull
String getMonitoringScheduleName()

The name of the monitoring schedule.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulename

getEndpointName

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

The name of the endpoint using the monitoring schedule.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-endpointname

getFailureReason

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

Contains the reason a monitoring job failed, if it failed.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-failurereason

getLastMonitoringExecutionSummary

@Stability(Stable)
@Nullable
default Object getLastMonitoringExecutionSummary()

Describes metadata on the last execution to run, if there was one.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-lastmonitoringexecutionsummary

getMonitoringScheduleStatus

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

The status of the monitoring schedule.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulestatus

getTags

@Stability(Stable)
@Nullable
default List<CfnTag> getTags()

An array of key-value pairs to apply to this resource.

For more information, see Tag .

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-tags

builder

@Stability(Stable)
static CfnMonitoringScheduleProps.Builder builder()

Returns:

a CfnMonitoringScheduleProps.Builder of CfnMonitoringScheduleProps