aws-native.sagemaker.Algorithm

AWS Cloud Control v1.73.1, Jul 27 26

We recommend new projects start with resources from the AWS provider.

Viewing docs for AWS Cloud Control v1.73.1
published on Monday, Jul 27, 2026 by Pulumi

Schema (JSON)

pulumi/pulumi-aws-native

We recommend new projects start with resources from the AWS provider.

Viewing docs for AWS Cloud Control v1.73.1
published on Monday, Jul 27, 2026 by Pulumi

Schema (JSON)

pulumi/pulumi-aws-native

Create Algorithm Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new Algorithm(name: string, args: AlgorithmArgs, opts?: CustomResourceOptions);

@overload
def Algorithm(resource_name: str,
              args: AlgorithmArgs,
              opts: Optional[ResourceOptions] = None)

@overload
def Algorithm(resource_name: str,
              opts: Optional[ResourceOptions] = None,
              training_specification: Optional[AlgorithmTrainingSpecificationArgs] = None,
              algorithm_description: Optional[str] = None,
              algorithm_name: Optional[str] = None,
              certify_for_marketplace: Optional[bool] = None,
              inference_specification: Optional[AlgorithmInferenceSpecificationArgs] = None,
              tags: Optional[Sequence[_root_inputs.TagArgs]] = None)

func NewAlgorithm(ctx *Context, name string, args AlgorithmArgs, opts ...ResourceOption) (*Algorithm, error)

public Algorithm(string name, AlgorithmArgs args, CustomResourceOptions? opts = null)

public Algorithm(String name, AlgorithmArgs args)
public Algorithm(String name, AlgorithmArgs args, CustomResourceOptions options)

type: aws-native:sagemaker:Algorithm
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

resource "aws-native_sagemaker_algorithm" "name" {
    # resource properties
}

Parameters

name string: The unique name of the resource.
args AlgorithmArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

resource_name str: The unique name of the resource.
args AlgorithmArgs: The arguments to resource properties.
opts ResourceOptions: Bag of options to control resource's behavior.

ctx Context: Context object for the current deployment.
name string: The unique name of the resource.
args AlgorithmArgs: The arguments to resource properties.
opts ResourceOption: Bag of options to control resource's behavior.

name string: The unique name of the resource.
args AlgorithmArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

name String: The unique name of the resource.
args AlgorithmArgs: The arguments to resource properties.
options CustomResourceOptions: Bag of options to control resource's behavior.

Algorithm Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The Algorithm resource accepts the following input properties:

TrainingSpecification Pulumi.AwsNative.SageMaker.Inputs.AlgorithmTrainingSpecification
AlgorithmDescription string: A description of the algorithm.
AlgorithmName string: The name of the algorithm.
CertifyForMarketplace bool: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
InferenceSpecification Pulumi.AwsNative.SageMaker.Inputs.AlgorithmInferenceSpecification
Tags List<Pulumi.AwsNative.Inputs.Tag>: An array of key-value pairs to apply to this resource.

TrainingSpecification AlgorithmTrainingSpecificationArgs
AlgorithmDescription string: A description of the algorithm.
AlgorithmName string: The name of the algorithm.
CertifyForMarketplace bool: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
InferenceSpecification AlgorithmInferenceSpecificationArgs
Tags TagArgs: An array of key-value pairs to apply to this resource.

training_specification object
algorithm_description string: A description of the algorithm.
algorithm_name string: The name of the algorithm.
certify_for_marketplace bool: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
inference_specification object
tags list(object): An array of key-value pairs to apply to this resource.

trainingSpecification AlgorithmTrainingSpecification
algorithmDescription String: A description of the algorithm.
algorithmName String: The name of the algorithm.
certifyForMarketplace Boolean: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
inferenceSpecification AlgorithmInferenceSpecification
tags List<Tag>: An array of key-value pairs to apply to this resource.

trainingSpecification AlgorithmTrainingSpecification
algorithmDescription string: A description of the algorithm.
algorithmName string: The name of the algorithm.
certifyForMarketplace boolean: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
inferenceSpecification AlgorithmInferenceSpecification
tags Tag[]: An array of key-value pairs to apply to this resource.

training_specification AlgorithmTrainingSpecificationArgs
algorithm_description str: A description of the algorithm.
algorithm_name str: The name of the algorithm.
certify_for_marketplace bool: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
inference_specification AlgorithmInferenceSpecificationArgs
tags Sequence[TagArgs]: An array of key-value pairs to apply to this resource.

trainingSpecification Property Map
algorithmDescription String: A description of the algorithm.
algorithmName String: The name of the algorithm.
certifyForMarketplace Boolean: Whether to certify the algorithm so that it can be listed in AWS Marketplace.
inferenceSpecification Property Map
tags List<Property Map>: An array of key-value pairs to apply to this resource.

Outputs

All input properties are implicitly available as output properties. Additionally, the Algorithm resource produces the following output properties:

AlgorithmArn string: The Amazon Resource Name (ARN) of the algorithm.
CreationTime string: A timestamp specifying when the algorithm was created.
Id string: The provider-assigned unique ID for this managed resource.

AlgorithmArn string: The Amazon Resource Name (ARN) of the algorithm.
CreationTime string: A timestamp specifying when the algorithm was created.
Id string: The provider-assigned unique ID for this managed resource.

algorithm_arn string: The Amazon Resource Name (ARN) of the algorithm.
creation_time string: A timestamp specifying when the algorithm was created.
id string: The provider-assigned unique ID for this managed resource.

algorithmArn String: The Amazon Resource Name (ARN) of the algorithm.
creationTime String: A timestamp specifying when the algorithm was created.
id String: The provider-assigned unique ID for this managed resource.