// Code generated by smithy-go-codegen DO NOT EDIT. package sagemaker import ( "context" 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" "time" ) // Creates a trial component, which is a stage of a machine learning trial. A // trial is composed of one or more trial components. A trial component can be used // in multiple trials. Trial components include pre-processing jobs, training jobs, // and batch transform jobs. When you use SageMaker Studio or the SageMaker Python // SDK, all experiments, trials, and trial components are automatically tracked, // logged, and indexed. When you use the Amazon Web Services SDK for Python (Boto), // you must use the logging APIs provided by the SDK. You can add tags to a trial // component and then use the Search (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_Search.html) // API to search for the tags. func (c *Client) CreateTrialComponent(ctx context.Context, params *CreateTrialComponentInput, optFns ...func(*Options)) (*CreateTrialComponentOutput, error) { if params == nil { params = &CreateTrialComponentInput{} } result, metadata, err := c.invokeOperation(ctx, "CreateTrialComponent", params, optFns, c.addOperationCreateTrialComponentMiddlewares) if err != nil { return nil, err } out := result.(*CreateTrialComponentOutput) out.ResultMetadata = metadata return out, nil } type CreateTrialComponentInput struct { // The name of the component. The name must be unique in your Amazon Web Services // account and is not case-sensitive. // // This member is required. TrialComponentName *string // The name of the component as displayed. The name doesn't need to be unique. If // DisplayName isn't specified, TrialComponentName is displayed. DisplayName *string // When the component ended. EndTime *time.Time // The input artifacts for the component. Examples of input artifacts are // datasets, algorithms, hyperparameters, source code, and instance types. InputArtifacts map[string]types.TrialComponentArtifact // Metadata properties of the tracking entity, trial, or trial component. MetadataProperties *types.MetadataProperties // The output artifacts for the component. Examples of output artifacts are // metrics, snapshots, logs, and images. OutputArtifacts map[string]types.TrialComponentArtifact // The hyperparameters for the component. Parameters map[string]types.TrialComponentParameterValue // When the component started. StartTime *time.Time // The status of the component. States include: // - InProgress // - Completed // - Failed Status *types.TrialComponentStatus // A list of tags to associate with the component. You can use Search (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_Search.html) // API to search on the tags. Tags []types.Tag noSmithyDocumentSerde } type CreateTrialComponentOutput struct { // The Amazon Resource Name (ARN) of the trial component. TrialComponentArn *string // Metadata pertaining to the operation's result. ResultMetadata middleware.Metadata noSmithyDocumentSerde } func (c *Client) addOperationCreateTrialComponentMiddlewares(stack *middleware.Stack, options Options) (err error) { err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateTrialComponent{}, middleware.After) if err != nil { return err } err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateTrialComponent{}, middleware.After) if 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 = addHTTPSignerV4Middleware(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 = addOpCreateTrialComponentValidationMiddleware(stack); err != nil { return err } if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateTrialComponent(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 } return nil } func newServiceMetadataMiddleware_opCreateTrialComponent(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "sagemaker", OperationName: "CreateTrialComponent", } }