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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"
"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) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
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 := addProtocolFinalizerMiddlewares(stack, options, "CreateTrialComponent"); 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 = 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
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opCreateTrialComponent(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateTrialComponent",
}
}
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