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

Class CreateCompilationJobRequest

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.CreateCompilationJobRequest
All Implemented Interfaces:
SdkPojo, ToCopyableBuilder<CreateCompilationJobRequest.Builder,CreateCompilationJobRequest>
@Generated("software.amazon.awssdk:codegen") public final class CreateCompilationJobRequest extends SageMakerRequest implements ToCopyableBuilder<CreateCompilationJobRequest.Builder,CreateCompilationJobRequest>

  • Method Details

    • compilationJobName

      public final String compilationJobName()

      A name for the model compilation job. The name must be unique within the Amazon Web Services Region and within your Amazon Web Services account.

      Returns:
      A name for the model compilation job. The name must be unique within the Amazon Web Services Region and within your Amazon Web Services account.

    • roleArn

      public final String roleArn()

      The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.

      During model compilation, Amazon SageMaker needs your permission to:

      • Read input data from an S3 bucket

      • Write model artifacts to an S3 bucket

      • Write logs to Amazon CloudWatch Logs

      • Publish metrics to Amazon CloudWatch

      You grant permissions for all of these tasks to an IAM role. To pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. For more information, see Amazon SageMaker Roles.

      Returns:
      The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.

      During model compilation, Amazon SageMaker needs your permission to:

      • Read input data from an S3 bucket

      • Write model artifacts to an S3 bucket

      • Write logs to Amazon CloudWatch Logs

      • Publish metrics to Amazon CloudWatch

      You grant permissions for all of these tasks to an IAM role. To pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. For more information, see Amazon SageMaker Roles.

    • modelPackageVersionArn

      public final String modelPackageVersionArn()

      The Amazon Resource Name (ARN) of a versioned model package. Provide either a ModelPackageVersionArn or an InputConfig object in the request syntax. The presence of both objects in the CreateCompilationJob request will return an exception.

      Returns:
      The Amazon Resource Name (ARN) of a versioned model package. Provide either a ModelPackageVersionArn or an InputConfig object in the request syntax. The presence of both objects in the CreateCompilationJob request will return an exception.

    • inputConfig

      public final InputConfig inputConfig()

      Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

      Returns:
      Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

    • outputConfig

      public final OutputConfig outputConfig()

      Provides information about the output location for the compiled model and the target device the model runs on.

      Returns:
      Provides information about the output location for the compiled model and the target device the model runs on.

    • vpcConfig

      public final NeoVpcConfig vpcConfig()

      A VpcConfig object that specifies the VPC that you want your compilation job to connect to. Control access to your models by configuring the VPC. For more information, see Protect Compilation Jobs by Using an Amazon Virtual Private Cloud.

      Returns:
      A VpcConfig object that specifies the VPC that you want your compilation job to connect to. Control access to your models by configuring the VPC. For more information, see Protect Compilation Jobs by Using an Amazon Virtual Private Cloud.

    • stoppingCondition

      public final StoppingCondition stoppingCondition()

      Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.

      Returns:
      Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.

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

    • builder

      public static CreateCompilationJobRequest.Builder builder()

    • serializableBuilderClass

      public static Class<? extends CreateCompilationJobRequest.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.