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

Class CreateModelRequest

    • Method Detail

      • modelName

        public final String modelName()

        The name of the new model.

        Returns:
        The name of the new model.

      • primaryContainer

        public final ContainerDefinition primaryContainer()

        The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.

        Returns:
        The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.

      • hasContainers

        public final boolean hasContainers()
        For responses, this returns true if the service returned a value for the Containers 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.

      • containers

        public final List<ContainerDefinition> containers()

        Specifies the containers in the inference pipeline.

        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 hasContainers() method.

        Returns:
        Specifies the containers in the inference pipeline.

      • inferenceExecutionConfig

        public final InferenceExecutionConfig inferenceExecutionConfig()

        Specifies details of how containers in a multi-container endpoint are called.

        Returns:
        Specifies details of how containers in a multi-container endpoint are called.

      • executionRoleArn

        public final String executionRoleArn()

        The Amazon Resource Name (ARN) of the IAM role that SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see SageMaker Roles.

        To be able to pass this role to SageMaker, the caller of this API must have the iam:PassRole permission.

        Returns:
        The Amazon Resource Name (ARN) of the IAM role that SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see SageMaker Roles.

        To be able to pass this role to SageMaker, the caller of this API must have the iam:PassRole permission.

      • 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.

      • enableNetworkIsolation

        public final Boolean enableNetworkIsolation()

        Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

        Returns:
        Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

      • 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