Package software.amazon.awssdk.services.sagemaker.model

Class DebugHookConfig

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

Configuration information for the Amazon SageMaker Debugger hook parameters, metric and tensor collections, and storage paths. To learn more about how to configure the DebugHookConfig parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

See Also:

  • Method Details

    • localPath

      public final String localPath()

      Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.

      Returns:
      Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.

    • s3OutputPath

      public final String s3OutputPath()

      Path to Amazon S3 storage location for metrics and tensors.

      Returns:
      Path to Amazon S3 storage location for metrics and tensors.

    • hasHookParameters

      public final boolean hasHookParameters()
      For responses, this returns true if the service returned a value for the HookParameters 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.

    • hookParameters

      public final Map<String,String> hookParameters()

      Configuration information for the Amazon SageMaker Debugger hook parameters.

      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 hasHookParameters() method.

      Returns:
      Configuration information for the Amazon SageMaker Debugger hook parameters.

    • hasCollectionConfigurations

      public final boolean hasCollectionConfigurations()
      For responses, this returns true if the service returned a value for the CollectionConfigurations 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.

    • collectionConfigurations

      public final List<CollectionConfiguration> collectionConfigurations()

      Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training 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 hasCollectionConfigurations() method.

      Returns:
      Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

    • toBuilder

      public DebugHookConfig.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<DebugHookConfig.Builder,DebugHookConfig>
      Returns:
      a builder for type T

    • builder

      public static DebugHookConfig.Builder builder()

    • serializableBuilderClass

      public static Class<? extends DebugHookConfig.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.