Package com.pulumi.aws.sagemaker

Class EndpointConfiguration

  • public class EndpointConfiguration
extends com.pulumi.resources.CustomResource
    Provides a SageMaker AI endpoint configuration resource. > **Note:** `aws.sagemaker.Endpoint` resources cannot recognize changes to an `aws.sagemaker.EndpointConfiguration` resource unless the Endpoint Configuration's `name` attribute, changes. Endpoint Configuration names should be randomized by either specifying `namePrefix` or specifying no name. This will automatically change the name when the Endpoint Configuration is modified. The Endpoint Configuration's lifecycle meta-argument `lifecycle.create_before_destroy` should also be set to `true` to prevent conflicts. #### Optional * `accountId` (String) AWS Account where this resource is managed. * `region` (String) Region where this resource is managed. Using `pulumi import`, import Endpoint Configurations using `name`. For example: ```sh $ pulumi import aws:sagemaker/endpointConfiguration:EndpointConfiguration example example-endpoint-config ```

    • Nested Class Summary

      • Nested classes/interfaces inherited from class com.pulumi.resources.CustomResource

        com.pulumi.resources.CustomResource.CustomResourceInternal

      • Nested classes/interfaces inherited from class com.pulumi.resources.Resource

        com.pulumi.resources.Resource.LazyField<T extends java.lang.Object>, com.pulumi.resources.Resource.LazyFields, com.pulumi.resources.Resource.ResourceInternal

    • Field Summary

      • Fields inherited from class com.pulumi.resources.Resource

        childResources, remote

    • Constructor Detail

      • EndpointConfiguration

        public EndpointConfiguration​(java.lang.String name)
        Parameters:
        name - The _unique_ name of the resulting resource.

      • EndpointConfiguration

        public EndpointConfiguration​(java.lang.String name,
                             EndpointConfigurationArgs args)
        Parameters:
        name - The _unique_ name of the resulting resource.
        args - The arguments to use to populate this resource's properties.

      • EndpointConfiguration

        public EndpointConfiguration​(java.lang.String name,
                             EndpointConfigurationArgs args,
                             @Nullable
                             com.pulumi.resources.CustomResourceOptions options)
        Parameters:
        name - The _unique_ name of the resulting resource.
        args - The arguments to use to populate this resource's properties.
        options - A bag of options that control this resource's behavior.

    • Method Detail

      • arn

        public com.pulumi.core.Output<java.lang.String> arn()
        Returns:
        ARN assigned by AWS to this endpoint configuration.

      • dataCaptureConfig

        public com.pulumi.core.Output<java.util.Optional<EndpointConfigurationDataCaptureConfig>> dataCaptureConfig()
        Returns:
        Parameters to capture input/output of SageMaker AI models endpoints. Fields are documented below.

      • executionRoleArn

        public com.pulumi.core.Output<java.util.Optional<java.lang.String>> executionRoleArn()
        Returns:
        ARN of an IAM role that SageMaker AI can assume to perform actions on your behalf. Required when `modelName` is not specified in `productionVariants` to support Inference Components.

      • kmsKeyArn

        public com.pulumi.core.Output<java.util.Optional<java.lang.String>> kmsKeyArn()
        Returns:
        ARN of a AWS KMS key that SageMaker AI uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

      • name

        public com.pulumi.core.Output<java.lang.String> name()
        Returns:
        Name of the endpoint configuration. If omitted, the provider will assign a random, unique name. Conflicts with `namePrefix`. If `namePrefix` is specified, `name` is populated with the full name.

      • namePrefix

        public com.pulumi.core.Output<java.lang.String> namePrefix()
        Returns:
        Unique endpoint configuration name beginning with the specified prefix. Conflicts with `name`.

      • productionVariants

        public com.pulumi.core.Output<java.util.List<EndpointConfigurationProductionVariant>> productionVariants()
        Returns:
        List each model that you want to host at this endpoint. See below.

      • region

        public com.pulumi.core.Output<java.lang.String> region()
        Returns:
        Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

      • shadowProductionVariants

        public com.pulumi.core.Output<java.util.Optional<java.util.List<EndpointConfigurationShadowProductionVariant>>> shadowProductionVariants()
        Returns:
        Models that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on `productionVariants`. If you use this field, you can only specify one variant for `productionVariants` and one variant for `shadowProductionVariants`. See below (same arguments as `productionVariants`).

      • tags

        public com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,​java.lang.String>>> tags()
        Returns:
        Mapping of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.

      • tagsAll

        public com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>> tagsAll()
        Returns:
        Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.

      • get

        public static EndpointConfiguration get​(java.lang.String name,
                                        com.pulumi.core.Output<java.lang.String> id,
                                        @Nullable
                                        EndpointConfigurationState state,
                                        @Nullable
                                        com.pulumi.resources.CustomResourceOptions options)
        Get an existing Host resource's state with the given name, ID, and optional extra properties used to qualify the lookup.
        Parameters:
        name - The _unique_ name of the resulting resource.
        id - The _unique_ provider ID of the resource to lookup.
        state -
        options - Optional settings to control the behavior of the CustomResource.