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// Code generated by smithy-go-codegen DO NOT EDIT.
package lookoutequipment
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/service/lookoutequipment/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Imports a model that has been trained successfully.
func (c *Client) ImportModelVersion(ctx context.Context, params *ImportModelVersionInput, optFns ...func(*Options)) (*ImportModelVersionOutput, error) {
if params == nil {
params = &ImportModelVersionInput{}
}
result, metadata, err := c.invokeOperation(ctx, "ImportModelVersion", params, optFns, c.addOperationImportModelVersionMiddlewares)
if err != nil {
return nil, err
}
out := result.(*ImportModelVersionOutput)
out.ResultMetadata = metadata
return out, nil
}
type ImportModelVersionInput struct {
// A unique identifier for the request. If you do not set the client request
// token, Amazon Lookout for Equipment generates one.
//
// This member is required.
ClientToken *string
// The name of the dataset for the machine learning model being imported.
//
// This member is required.
DatasetName *string
// The Amazon Resource Name (ARN) of the model version to import.
//
// This member is required.
SourceModelVersionArn *string
// Indicates how to import the accumulated inference data when a model version is
// imported. The possible values are as follows:
//
// - NO_IMPORT – Don't import the data.
//
// - ADD_WHEN_EMPTY – Only import the data from the source model if there is no
// existing data in the target model.
//
// - OVERWRITE – Import the data from the source model and overwrite the
// existing data in the target model.
InferenceDataImportStrategy types.InferenceDataImportStrategy
// Contains the configuration information for the S3 location being used to hold
// label data.
LabelsInputConfiguration *types.LabelsInputConfiguration
// The name for the machine learning model to be created. If the model already
// exists, Amazon Lookout for Equipment creates a new version. If you do not
// specify this field, it is filled with the name of the source model.
ModelName *string
// The Amazon Resource Name (ARN) of a role with permission to access the data
// source being used to create the machine learning model.
RoleArn *string
// Provides the identifier of the KMS key key used to encrypt model data by Amazon
// Lookout for Equipment.
ServerSideKmsKeyId *string
// The tags associated with the machine learning model to be created.
Tags []types.Tag
noSmithyDocumentSerde
}
type ImportModelVersionOutput struct {
// The Amazon Resource Name (ARN) of the model being created.
ModelArn *string
// The name for the machine learning model.
ModelName *string
// The version of the model being created.
ModelVersion *int64
// The Amazon Resource Name (ARN) of the model version being created.
ModelVersionArn *string
// The status of the ImportModelVersion operation.
Status types.ModelVersionStatus
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationImportModelVersionMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson10_serializeOpImportModelVersion{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson10_deserializeOpImportModelVersion{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "ImportModelVersion"); 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 = addClientRequestID(stack); err != nil {
return err
}
if err = addComputeContentLength(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = addComputePayloadSHA256(stack); err != nil {
return err
}
if err = addRetry(stack, options); err != nil {
return err
}
if err = addRawResponseToMetadata(stack); err != nil {
return err
}
if err = 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 = addTimeOffsetBuild(stack, c); err != nil {
return err
}
if err = addUserAgentRetryMode(stack, options); err != nil {
return err
}
if err = addIdempotencyToken_opImportModelVersionMiddleware(stack, options); err != nil {
return err
}
if err = addOpImportModelVersionValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opImportModelVersion(options.Region), middleware.Before); err != nil {
return err
}
if err = 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
}
type idempotencyToken_initializeOpImportModelVersion struct {
tokenProvider IdempotencyTokenProvider
}
func (*idempotencyToken_initializeOpImportModelVersion) ID() string {
return "OperationIdempotencyTokenAutoFill"
}
func (m *idempotencyToken_initializeOpImportModelVersion) HandleInitialize(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) (
out middleware.InitializeOutput, metadata middleware.Metadata, err error,
) {
if m.tokenProvider == nil {
return next.HandleInitialize(ctx, in)
}
input, ok := in.Parameters.(*ImportModelVersionInput)
if !ok {
return out, metadata, fmt.Errorf("expected middleware input to be of type *ImportModelVersionInput ")
}
if input.ClientToken == nil {
t, err := m.tokenProvider.GetIdempotencyToken()
if err != nil {
return out, metadata, err
}
input.ClientToken = &t
}
return next.HandleInitialize(ctx, in)
}
func addIdempotencyToken_opImportModelVersionMiddleware(stack *middleware.Stack, cfg Options) error {
return stack.Initialize.Add(&idempotencyToken_initializeOpImportModelVersion{tokenProvider: cfg.IdempotencyTokenProvider}, middleware.Before)
}
func newServiceMetadataMiddleware_opImportModelVersion(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "ImportModelVersion",
}
}
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