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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"
)
// Creates an SageMaker trial. A trial is a set of steps called trial components
// that produce a machine learning model. A trial is part of a single SageMaker
// experiment. 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 and then
// use the Search (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_Search.html)
// API to search for the tags. To get a list of all your trials, call the
// ListTrials (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListTrials.html)
// API. To view a trial's properties, call the DescribeTrial (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrial.html)
// API. To create a trial component, call the CreateTrialComponent (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTrialComponent.html)
// API.
func (c *Client) CreateTrial(ctx context.Context, params *CreateTrialInput, optFns ...func(*Options)) (*CreateTrialOutput, error) {
if params == nil {
params = &CreateTrialInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateTrial", params, optFns, c.addOperationCreateTrialMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateTrialOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateTrialInput struct {
// The name of the experiment to associate the trial with.
//
// This member is required.
ExperimentName *string
// The name of the trial. The name must be unique in your Amazon Web Services
// account and is not case-sensitive.
//
// This member is required.
TrialName *string
// The name of the trial as displayed. The name doesn't need to be unique. If
// DisplayName isn't specified, TrialName is displayed.
DisplayName *string
// Metadata properties of the tracking entity, trial, or trial component.
MetadataProperties *types.MetadataProperties
// A list of tags to associate with the trial. 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 CreateTrialOutput struct {
// The Amazon Resource Name (ARN) of the trial.
TrialArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateTrialMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateTrial{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateTrial{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateTrial"); 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 = addOpCreateTrialValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateTrial(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_opCreateTrial(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateTrial",
}
}
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