Class SyntheticDataConfiguration

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

Configuration settings for synthetic data generation, including the parameters that control data synthesis and the evaluation scores that measure the quality and privacy characteristics of the generated synthetic data.

See Also:

  • Method Details

    • syntheticDataParameters

      public final MLSyntheticDataParameters syntheticDataParameters()

      The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

      Returns:
      The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

    • syntheticDataEvaluationScores

      public final SyntheticDataEvaluationScores syntheticDataEvaluationScores()

      Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.

      Returns:
      Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.

    • toBuilder

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

    • builder

      public static SyntheticDataConfiguration.Builder builder()

    • serializableBuilderClass

      public static Class<? extends SyntheticDataConfiguration.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.

    • sdkFieldNameToField

      public final Map<String,SdkField<?>> sdkFieldNameToField()
      Specified by:
      sdkFieldNameToField in interface SdkPojo
      Returns:
      The mapping between the field name and its corresponding field.