Class AutoMLComputeConfig

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

This data type is intended for use exclusively by SageMaker Canvas and cannot be used in other contexts at the moment.

Specifies the compute configuration for an AutoML job V2.

See Also:

  • Method Details

    • emrServerlessComputeConfig

      public final EmrServerlessComputeConfig emrServerlessComputeConfig()

      The configuration for using EMR Serverless to run the AutoML job V2.

      To allow your AutoML job V2 to automatically initiate a remote job on EMR Serverless when additional compute resources are needed to process large datasets, you need to provide an EmrServerlessComputeConfig object, which includes an ExecutionRoleARN attribute, to the AutoMLComputeConfig of the AutoML job V2 input request.

      By seamlessly transitioning to EMR Serverless when required, the AutoML job can handle datasets that would otherwise exceed the initially provisioned resources, without any manual intervention from you.

      EMR Serverless is available for the tabular and time series problem types. We recommend setting up this option for tabular datasets larger than 5 GB and time series datasets larger than 30 GB.

      Returns:
      The configuration for using EMR Serverless to run the AutoML job V2.

      To allow your AutoML job V2 to automatically initiate a remote job on EMR Serverless when additional compute resources are needed to process large datasets, you need to provide an EmrServerlessComputeConfig object, which includes an ExecutionRoleARN attribute, to the AutoMLComputeConfig of the AutoML job V2 input request.

      By seamlessly transitioning to EMR Serverless when required, the AutoML job can handle datasets that would otherwise exceed the initially provisioned resources, without any manual intervention from you.

      EMR Serverless is available for the tabular and time series problem types. We recommend setting up this option for tabular datasets larger than 5 GB and time series datasets larger than 30 GB.

    • toBuilder

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

    • builder

      public static AutoMLComputeConfig.Builder builder()

    • serializableBuilderClass

      public static Class<? extends AutoMLComputeConfig.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.