Class HyperParameterTuningJobSearchEntity

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.HyperParameterTuningJobSearchEntity
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<HyperParameterTuningJobSearchEntity.Builder,HyperParameterTuningJobSearchEntity>
@Generated("software.amazon.awssdk:codegen") public final class HyperParameterTuningJobSearchEntity extends Object implements SdkPojo, Serializable, ToCopyableBuilder<HyperParameterTuningJobSearchEntity.Builder,HyperParameterTuningJobSearchEntity>

An entity returned by the SearchRecord API containing the properties of a hyperparameter tuning job.

See Also:

  • Method Details

    • hyperParameterTuningJobName

      public final String hyperParameterTuningJobName()

      The name of a hyperparameter tuning job.

      Returns:
      The name of a hyperparameter tuning job.

    • hyperParameterTuningJobArn

      public final String hyperParameterTuningJobArn()

      The Amazon Resource Name (ARN) of a hyperparameter tuning job.

      Returns:
      The Amazon Resource Name (ARN) of a hyperparameter tuning job.

    • hyperParameterTuningJobConfig

      public final HyperParameterTuningJobConfig hyperParameterTuningJobConfig()
      Returns the value of the HyperParameterTuningJobConfig property for this object.
      Returns:
      The value of the HyperParameterTuningJobConfig property for this object.

    • trainingJobDefinition

      public final HyperParameterTrainingJobDefinition trainingJobDefinition()
      Returns the value of the TrainingJobDefinition property for this object.
      Returns:
      The value of the TrainingJobDefinition property for this object.

    • hasTrainingJobDefinitions

      public final boolean hasTrainingJobDefinitions()
      For responses, this returns true if the service returned a value for the TrainingJobDefinitions property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • trainingJobDefinitions

      public final List<HyperParameterTrainingJobDefinition> trainingJobDefinitions()

      The job definitions included in a hyperparameter tuning job.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasTrainingJobDefinitions() method.

      Returns:
      The job definitions included in a hyperparameter tuning job.

    • hyperParameterTuningJobStatus

      public final HyperParameterTuningJobStatus hyperParameterTuningJobStatus()

      The status of a hyperparameter tuning job.

      If the service returns an enum value that is not available in the current SDK version, hyperParameterTuningJobStatus will return HyperParameterTuningJobStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from hyperParameterTuningJobStatusAsString().

      Returns:
      The status of a hyperparameter tuning job.
      See Also:

    • hyperParameterTuningJobStatusAsString

      public final String hyperParameterTuningJobStatusAsString()

      The status of a hyperparameter tuning job.

      If the service returns an enum value that is not available in the current SDK version, hyperParameterTuningJobStatus will return HyperParameterTuningJobStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from hyperParameterTuningJobStatusAsString().

      Returns:
      The status of a hyperparameter tuning job.
      See Also:

    • creationTime

      public final Instant creationTime()

      The time that a hyperparameter tuning job was created.

      Returns:
      The time that a hyperparameter tuning job was created.

    • hyperParameterTuningEndTime

      public final Instant hyperParameterTuningEndTime()

      The time that a hyperparameter tuning job ended.

      Returns:
      The time that a hyperparameter tuning job ended.

    • lastModifiedTime

      public final Instant lastModifiedTime()

      The time that a hyperparameter tuning job was last modified.

      Returns:
      The time that a hyperparameter tuning job was last modified.

    • trainingJobStatusCounters

      public final TrainingJobStatusCounters trainingJobStatusCounters()
      Returns the value of the TrainingJobStatusCounters property for this object.
      Returns:
      The value of the TrainingJobStatusCounters property for this object.

    • objectiveStatusCounters

      public final ObjectiveStatusCounters objectiveStatusCounters()
      Returns the value of the ObjectiveStatusCounters property for this object.
      Returns:
      The value of the ObjectiveStatusCounters property for this object.

    • bestTrainingJob

      public final HyperParameterTrainingJobSummary bestTrainingJob()
      Returns the value of the BestTrainingJob property for this object.
      Returns:
      The value of the BestTrainingJob property for this object.

    • overallBestTrainingJob

      public final HyperParameterTrainingJobSummary overallBestTrainingJob()
      Returns the value of the OverallBestTrainingJob property for this object.
      Returns:
      The value of the OverallBestTrainingJob property for this object.

    • warmStartConfig

      public final HyperParameterTuningJobWarmStartConfig warmStartConfig()
      Returns the value of the WarmStartConfig property for this object.
      Returns:
      The value of the WarmStartConfig property for this object.

    • failureReason

      public final String failureReason()

      The error that was created when a hyperparameter tuning job failed.

      Returns:
      The error that was created when a hyperparameter tuning job failed.

    • tuningJobCompletionDetails

      public final HyperParameterTuningJobCompletionDetails tuningJobCompletionDetails()

      Information about either a current or completed hyperparameter tuning job.

      Returns:
      Information about either a current or completed hyperparameter tuning job.

    • consumedResources

      public final HyperParameterTuningJobConsumedResources consumedResources()

      The total amount of resources consumed by a hyperparameter tuning job.

      Returns:
      The total amount of resources consumed by a hyperparameter tuning job.

    • hasTags

      public final boolean hasTags()
      For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • tags

      public final List<Tag> tags()

      The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasTags() method.

      Returns:
      The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.

    • toBuilder

      public HyperParameterTuningJobSearchEntity.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<HyperParameterTuningJobSearchEntity.Builder,HyperParameterTuningJobSearchEntity>
      Returns:
      a builder for type T

    • builder

      public static HyperParameterTuningJobSearchEntity.Builder builder()

    • serializableBuilderClass

      public static Class<? extends HyperParameterTuningJobSearchEntity.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final String toString()
      Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.