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// Code generated by smithy-go-codegen DO NOT EDIT.
package lookoutvision
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/lookoutvision/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Starts the running of the version of an Amazon Lookout for Vision model.
// Starting a model takes a while to complete. To check the current state of the
// model, use DescribeModel . A model is ready to use when its status is HOSTED .
// Once the model is running, you can detect custom labels in new images by calling
// DetectAnomalies . You are charged for the amount of time that the model is
// running. To stop a running model, call StopModel . This operation requires
// permissions to perform the lookoutvision:StartModel operation.
func (c *Client) StartModel(ctx context.Context, params *StartModelInput, optFns ...func(*Options)) (*StartModelOutput, error) {
if params == nil {
params = &StartModelInput{}
}
result, metadata, err := c.invokeOperation(ctx, "StartModel", params, optFns, c.addOperationStartModelMiddlewares)
if err != nil {
return nil, err
}
out := result.(*StartModelOutput)
out.ResultMetadata = metadata
return out, nil
}
type StartModelInput struct {
// The minimum number of inference units to use. A single inference unit
// represents 1 hour of processing. Use a higher number to increase the TPS
// throughput of your model. You are charged for the number of inference units that
// you use.
//
// This member is required.
MinInferenceUnits *int32
// The version of the model that you want to start.
//
// This member is required.
ModelVersion *string
// The name of the project that contains the model that you want to start.
//
// This member is required.
ProjectName *string
// ClientToken is an idempotency token that ensures a call to StartModel completes
// only once. You choose the value to pass. For example, An issue might prevent you
// from getting a response from StartModel . In this case, safely retry your call
// to StartModel by using the same ClientToken parameter value. If you don't
// supply a value for ClientToken , the AWS SDK you are using inserts a value for
// you. This prevents retries after a network error from making multiple start
// requests. You'll need to provide your own value for other use cases. An error
// occurs if the other input parameters are not the same as in the first request.
// Using a different value for ClientToken is considered a new call to StartModel .
// An idempotency token is active for 8 hours.
ClientToken *string
// The maximum number of inference units to use for auto-scaling the model. If you
// don't specify a value, Amazon Lookout for Vision doesn't auto-scale the model.
MaxInferenceUnits *int32
noSmithyDocumentSerde
}
type StartModelOutput struct {
// The current running status of the model.
Status types.ModelHostingStatus
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationStartModelMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsRestjson1_serializeOpStartModel{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsRestjson1_deserializeOpStartModel{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "StartModel"); 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 = addIdempotencyToken_opStartModelMiddleware(stack, options); err != nil {
return err
}
if err = addOpStartModelValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opStartModel(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
}
type idempotencyToken_initializeOpStartModel struct {
tokenProvider IdempotencyTokenProvider
}
func (*idempotencyToken_initializeOpStartModel) ID() string {
return "OperationIdempotencyTokenAutoFill"
}
func (m *idempotencyToken_initializeOpStartModel) 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.(*StartModelInput)
if !ok {
return out, metadata, fmt.Errorf("expected middleware input to be of type *StartModelInput ")
}
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_opStartModelMiddleware(stack *middleware.Stack, cfg Options) error {
return stack.Initialize.Add(&idempotencyToken_initializeOpStartModel{tokenProvider: cfg.IdempotencyTokenProvider}, middleware.Before)
}
func newServiceMetadataMiddleware_opStartModel(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "StartModel",
}
}
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