Package software.amazon.awscdk.services.sagemaker

Interface CfnMonitoringSchedule.MonitoringJobDefinitionProperty

All Superinterfaces:
software.amazon.jsii.JsiiSerializable
All Known Implementing Classes:
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Jsii$Proxy
Enclosing class:
CfnMonitoringSchedule
@Stability(Stable) public static interface CfnMonitoringSchedule.MonitoringJobDefinitionProperty extends software.amazon.jsii.JsiiSerializable
Defines the monitoring job.

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.*;
 MonitoringJobDefinitionProperty monitoringJobDefinitionProperty = 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();

See Also: