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// Code generated by smithy-go-codegen DO NOT EDIT.
package sagemaker
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
"github.com/aws/aws-sdk-go-v2/service/sagemaker/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Create a machine learning algorithm that you can use in SageMaker and list in
// the Amazon Web Services Marketplace.
func (c *Client) CreateAlgorithm(ctx context.Context, params *CreateAlgorithmInput, optFns ...func(*Options)) (*CreateAlgorithmOutput, error) {
if params == nil {
params = &CreateAlgorithmInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateAlgorithm", params, optFns, c.addOperationCreateAlgorithmMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateAlgorithmOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateAlgorithmInput struct {
// The name of the algorithm.
//
// This member is required.
AlgorithmName *string
// 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.
//
// This member is required.
TrainingSpecification *types.TrainingSpecification
// A description of the algorithm.
AlgorithmDescription *string
// Whether to certify the algorithm so that it can be listed in Amazon Web
// Services Marketplace.
CertifyForMarketplace *bool
// 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.
InferenceSpecification *types.InferenceSpecification
// 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 (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html)
// .
Tags []types.Tag
// 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.
ValidationSpecification *types.AlgorithmValidationSpecification
noSmithyDocumentSerde
}
type CreateAlgorithmOutput struct {
// The Amazon Resource Name (ARN) of the new algorithm.
//
// This member is required.
AlgorithmArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateAlgorithmMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateAlgorithm{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateAlgorithm{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateAlgorithm"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil {
return err
}
if err = addRetryMiddlewares(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil {
return err
}
if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack, options); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addOpCreateAlgorithmValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateAlgorithm(options.Region), middleware.Before); err != nil {
return err
}
if err = awsmiddleware.AddRecursionDetection(stack); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opCreateAlgorithm(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateAlgorithm",
}
}
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