Class CreateAlgorithmRequest

java.lang.Object
software.amazon.awssdk.core.SdkRequest
software.amazon.awssdk.awscore.AwsRequest
software.amazon.awssdk.services.sagemaker.model.SageMakerRequest
software.amazon.awssdk.services.sagemaker.model.CreateAlgorithmRequest
All Implemented Interfaces:
SdkPojo, ToCopyableBuilder<CreateAlgorithmRequest.Builder,CreateAlgorithmRequest>
@Generated("software.amazon.awssdk:codegen") public final class CreateAlgorithmRequest extends SageMakerRequest implements ToCopyableBuilder<CreateAlgorithmRequest.Builder,CreateAlgorithmRequest>

  • Method Details

    • algorithmName

      public final String algorithmName()

      The name of the algorithm.

      Returns:
      The name of the algorithm.

    • algorithmDescription

      public final String algorithmDescription()

      A description of the algorithm.

      Returns:
      A description of the algorithm.

    • trainingSpecification

      public final TrainingSpecification trainingSpecification()

      Specifies details about training jobs run by this algorithm, including the following:

      • The Amazon ECR path of the container and the version digest of the algorithm.

      • The hyperparameters that the algorithm supports.

      • The instance types that the algorithm supports for training.

      • Whether the algorithm supports distributed training.

      • The metrics that the algorithm emits to Amazon CloudWatch.

      • Which metrics that the algorithm emits can be used as the objective metric for hyperparameter tuning jobs.

      • The input channels that the algorithm supports for training data. For example, an algorithm might support train, validation, and test channels.

      Returns:
      Specifies details about training jobs run by this algorithm, including the following:

      • The Amazon ECR path of the container and the version digest of the algorithm.

      • The hyperparameters that the algorithm supports.

      • The instance types that the algorithm supports for training.

      • Whether the algorithm supports distributed training.

      • The metrics that the algorithm emits to Amazon CloudWatch.

      • Which metrics that the algorithm emits can be used as the objective metric for hyperparameter tuning jobs.

      • The input channels that the algorithm supports for training data. For example, an algorithm might support train, validation, and test channels.

    • inferenceSpecification

      public final InferenceSpecification inferenceSpecification()

      Specifies details about inference jobs that the algorithm runs, including the following:

      • The Amazon ECR paths of containers that contain the inference code and model artifacts.

      • The instance types that the algorithm supports for transform jobs and real-time endpoints used for inference.

      • The input and output content formats that the algorithm supports for inference.

      Returns:
      Specifies details about inference jobs that the algorithm runs, including the following:

      • The Amazon ECR paths of containers that contain the inference code and model artifacts.

      • The instance types that the algorithm supports for transform jobs and real-time endpoints used for inference.

      • The input and output content formats that the algorithm supports for inference.

    • validationSpecification

      public final AlgorithmValidationSpecification validationSpecification()

      Specifies configurations for one or more training jobs and that SageMaker runs to test the algorithm's training code and, optionally, one or more batch transform jobs that SageMaker runs to test the algorithm's inference code.

      Returns:
      Specifies configurations for one or more training jobs and that SageMaker runs to test the algorithm's training code and, optionally, one or more batch transform jobs that SageMaker runs to test the algorithm's inference code.

    • certifyForMarketplace

      public final Boolean certifyForMarketplace()

      Whether to certify the algorithm so that it can be listed in Amazon Web Services Marketplace.

      Returns:
      Whether to certify the algorithm so that it can be listed in Amazon Web Services Marketplace.

    • 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()

      An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. 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:
      An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging Amazon Web Services Resources.

    • toBuilder

      public CreateAlgorithmRequest.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<CreateAlgorithmRequest.Builder,CreateAlgorithmRequest>
      Specified by:
      toBuilder in class SageMakerRequest
      Returns:
      a builder for type T

    • builder

      public static CreateAlgorithmRequest.Builder builder()

    • serializableBuilderClass

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

    • hashCode

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

    • equals

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

    • 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)
      Description copied from class: SdkRequest
      Used to retrieve the value of a field from any class that extends SdkRequest. The field name specified should match the member name from the corresponding service-2.json model specified in the codegen-resources folder for a given service. The class specifies what class to cast the returned value to. If the returned value is also a modeled class, the SdkRequest.getValueForField(String, Class) method will again be available.
      Overrides:
      getValueForField in class SdkRequest
      Parameters:
      fieldName - The name of the member to be retrieved.
      clazz - The class to cast the returned object to.
      Returns:
      Optional containing the casted return value

    • 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.