Package software.amazon.awscdk.mixins.preview.services.sagemaker.events

Interface SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps

All Superinterfaces:
software.amazon.jsii.JsiiSerializable
All Known Implementing Classes:
SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps.Jsii$Proxy
Enclosing class:
SageMakerHyperParameterTuningJobStateChange
@Stability(Experimental) public static interface SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps extends software.amazon.jsii.JsiiSerializable
(experimental) Props type for aws.sagemaker@SageMakerHyperParameterTuningJobStateChange event.

Example: 

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.mixins.preview.services.sagemaker.events.*;
 SageMakerHyperParameterTuningJobStateChangeProps sageMakerHyperParameterTuningJobStateChangeProps = SageMakerHyperParameterTuningJobStateChangeProps.builder()
         .creationTime(List.of("creationTime"))
         .eventMetadata(AWSEventMetadataProps.builder()
                 .region(List.of("region"))
                 .resources(List.of("resources"))
                 .version(List.of("version"))
                 .build())
         .hyperParameterTuningJobArn(List.of("hyperParameterTuningJobArn"))
         .hyperParameterTuningJobName(List.of("hyperParameterTuningJobName"))
         .hyperParameterTuningJobStatus(List.of("hyperParameterTuningJobStatus"))
         .lastModifiedTime(List.of("lastModifiedTime"))
         .objectiveStatusCounters(ObjectiveStatusCounters.builder()
                 .failed(List.of("failed"))
                 .pending(List.of("pending"))
                 .succeeded(List.of("succeeded"))
                 .build())
         .tags(List.of(Tags.builder()
                 .key(List.of("key"))
                 .value(List.of("value"))
                 .build()))
         .trainingJobDefinition(TrainingJobDefinition.builder()
                 .algorithmSpecification(AlgorithmSpecification.builder()
                         .metricDefinitions(List.of(AlgorithmSpecificationItem.builder()
                                 .name(List.of("name"))
                                 .regex(List.of("regex"))
                                 .build()))
                         .trainingImage(List.of("trainingImage"))
                         .trainingInputMode(List.of("trainingInputMode"))
                         .build())
                 .inputDataConfig(List.of(TrainingJobDefinitionItem.builder()
                         .channelName(List.of("channelName"))
                         .compressionType(List.of("compressionType"))
                         .contentType(List.of("contentType"))
                         .dataSource(DataSource.builder()
                                 .s3DataSource(S3DataSource.builder()
                                         .s3DataDistributionType(List.of("s3DataDistributionType"))
                                         .s3DataType(List.of("s3DataType"))
                                         .s3Uri(List.of("s3Uri"))
                                         .build())
                                 .build())
                         .recordWrapperType(List.of("recordWrapperType"))
                         .build()))
                 .outputDataConfig(OutputDataConfig.builder()
                         .kmsKeyId(List.of("kmsKeyId"))
                         .s3OutputPath(List.of("s3OutputPath"))
                         .build())
                 .resourceConfig(ResourceConfig.builder()
                         .instanceCount(List.of("instanceCount"))
                         .instanceType(List.of("instanceType"))
                         .volumeKmsKeyId(List.of("volumeKmsKeyId"))
                         .volumeSizeInGb(List.of("volumeSizeInGb"))
                         .build())
                 .roleArn(List.of("roleArn"))
                 .staticHyperParameters(Tags.builder()
                         .key(List.of("key"))
                         .value(List.of("value"))
                         .build())
                 .stoppingCondition(StoppingCondition.builder()
                         .maxRuntimeInSeconds(List.of("maxRuntimeInSeconds"))
                         .build())
                 .vpcConfig(VpcConfig.builder()
                         .securityGroupIds(List.of("securityGroupIds"))
                         .subnets(List.of("subnets"))
                         .build())
                 .build())
         .trainingJobStatusCounters(TrainingJobStatusCounters.builder()
                 .completed(List.of("completed"))
                 .inProgress(List.of("inProgress"))
                 .nonRetryableError(List.of("nonRetryableError"))
                 .retryableError(List.of("retryableError"))
                 .stopped(List.of("stopped"))
                 .build())
         .build();

  • Method Details

    • getCreationTime

      @Stability(Experimental) @Nullable default List<String> getCreationTime()
      (experimental) CreationTime property.

      Specify an array of string values to match this event if the actual value of CreationTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getEventMetadata

      @Stability(Experimental) @Nullable default AWSEventMetadataProps getEventMetadata()
      (experimental) EventBridge event metadata.

      Default: - -

    • getHyperParameterTuningJobArn

      @Stability(Experimental) @Nullable default List<String> getHyperParameterTuningJobArn()
      (experimental) HyperParameterTuningJobArn property.

      Specify an array of string values to match this event if the actual value of HyperParameterTuningJobArn is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getHyperParameterTuningJobName

      @Stability(Experimental) @Nullable default List<String> getHyperParameterTuningJobName()
      (experimental) HyperParameterTuningJobName property.

      Specify an array of string values to match this event if the actual value of HyperParameterTuningJobName is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getHyperParameterTuningJobStatus

      @Stability(Experimental) @Nullable default List<String> getHyperParameterTuningJobStatus()
      (experimental) HyperParameterTuningJobStatus property.

      Specify an array of string values to match this event if the actual value of HyperParameterTuningJobStatus is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getLastModifiedTime

      @Stability(Experimental) @Nullable default List<String> getLastModifiedTime()
      (experimental) LastModifiedTime property.

      Specify an array of string values to match this event if the actual value of LastModifiedTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getObjectiveStatusCounters

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.ObjectiveStatusCounters getObjectiveStatusCounters()
      (experimental) ObjectiveStatusCounters property.

      Specify an array of string values to match this event if the actual value of ObjectiveStatusCounters is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getTags

      @Stability(Experimental) @Nullable default List<SageMakerHyperParameterTuningJobStateChange.Tags> getTags()
      (experimental) Tags property.

      Specify an array of string values to match this event if the actual value of Tags is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getTrainingJobDefinition

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinition getTrainingJobDefinition()
      (experimental) TrainingJobDefinition property.

      Specify an array of string values to match this event if the actual value of TrainingJobDefinition is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • getTrainingJobStatusCounters

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.TrainingJobStatusCounters getTrainingJobStatusCounters()
      (experimental) TrainingJobStatusCounters property.

      Specify an array of string values to match this event if the actual value of TrainingJobStatusCounters is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

      Default: - Do not filter on this field

    • builder

      @Stability(Experimental) static SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps.Builder builder()
      Returns:
      a SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps.Builder of SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps