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

Interface SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinition

All Superinterfaces:
software.amazon.jsii.JsiiSerializable
All Known Implementing Classes:
SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinition.Jsii$Proxy
Enclosing class:
SageMakerHyperParameterTuningJobStateChange
@Stability(Experimental) public static interface SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinition extends software.amazon.jsii.JsiiSerializable
(experimental) Type definition for TrainingJobDefinition.

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.*;
 TrainingJobDefinition 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();

  • Method Details

    • getAlgorithmSpecification

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.AlgorithmSpecification getAlgorithmSpecification()
      (experimental) AlgorithmSpecification property.

      Specify an array of string values to match this event if the actual value of AlgorithmSpecification 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

    • getInputDataConfig

      @Stability(Experimental) @Nullable default List<SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinitionItem> getInputDataConfig()
      (experimental) InputDataConfig property.

      Specify an array of string values to match this event if the actual value of InputDataConfig 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

    • getOutputDataConfig

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.OutputDataConfig getOutputDataConfig()
      (experimental) OutputDataConfig property.

      Specify an array of string values to match this event if the actual value of OutputDataConfig 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

    • getResourceConfig

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.ResourceConfig getResourceConfig()
      (experimental) ResourceConfig property.

      Specify an array of string values to match this event if the actual value of ResourceConfig 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

    • getRoleArn

      @Stability(Experimental) @Nullable default List<String> getRoleArn()
      (experimental) RoleArn property.

      Specify an array of string values to match this event if the actual value of RoleArn 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

    • getStaticHyperParameters

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.Tags getStaticHyperParameters()
      (experimental) StaticHyperParameters property.

      Specify an array of string values to match this event if the actual value of StaticHyperParameters 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

    • getStoppingCondition

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.StoppingCondition getStoppingCondition()
      (experimental) StoppingCondition property.

      Specify an array of string values to match this event if the actual value of StoppingCondition 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

    • getVpcConfig

      @Stability(Experimental) @Nullable default SageMakerHyperParameterTuningJobStateChange.VpcConfig getVpcConfig()
      (experimental) VpcConfig property.

      Specify an array of string values to match this event if the actual value of VpcConfig 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.TrainingJobDefinition.Builder builder()
      Returns:
      a SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinition.Builder of SageMakerHyperParameterTuningJobStateChange.TrainingJobDefinition