Class SourceAlgorithm

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

Specifies an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Web Services Marketplace that you are subscribed to.

See Also:

  • Method Details

    • modelDataUrl

      public final String modelDataUrl()

      The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

      The model artifacts must be in an S3 bucket that is in the same Amazon Web Services region as the algorithm.

      Returns:
      The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

      The model artifacts must be in an S3 bucket that is in the same Amazon Web Services region as the algorithm.

    • modelDataSource

      public final ModelDataSource modelDataSource()

      Specifies the location of ML model data to deploy during endpoint creation.

      Returns:
      Specifies the location of ML model data to deploy during endpoint creation.

    • algorithmName

      public final String algorithmName()

      The name of an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Web Services Marketplace that you are subscribed to.

      Returns:
      The name of an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Web Services Marketplace that you are subscribed to.

    • toBuilder

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

    • builder

      public static SourceAlgorithm.Builder builder()

    • serializableBuilderClass

      public static Class<? extends SourceAlgorithm.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.