/
api_op_CreateRetrainingScheduler.go
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/
api_op_CreateRetrainingScheduler.go
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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"
"time"
)
// Creates a retraining scheduler on the specified model.
func (c *Client) CreateRetrainingScheduler(ctx context.Context, params *CreateRetrainingSchedulerInput, optFns ...func(*Options)) (*CreateRetrainingSchedulerOutput, error) {
if params == nil {
params = &CreateRetrainingSchedulerInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateRetrainingScheduler", params, optFns, c.addOperationCreateRetrainingSchedulerMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateRetrainingSchedulerOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateRetrainingSchedulerInput 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 number of past days of data that will be used for retraining.
//
// This member is required.
LookbackWindow *string
// The name of the model to add the retraining scheduler to.
//
// This member is required.
ModelName *string
// This parameter uses the [ISO 8601] standard to set the frequency at which you want
// retraining to occur in terms of Years, Months, and/or Days (note: other
// parameters like Time are not currently supported). The minimum value is 30 days
// (P30D) and the maximum value is 1 year (P1Y). For example, the following values
// are valid:
//
// - P3M15D – Every 3 months and 15 days
//
// - P2M – Every 2 months
//
// - P150D – Every 150 days
//
// [ISO 8601]: https://en.wikipedia.org/wiki/ISO_8601#Durations
//
// This member is required.
RetrainingFrequency *string
// Indicates how the service will use new models. In MANAGED mode, new models will
// automatically be used for inference if they have better performance than the
// current model. In MANUAL mode, the new models will not be used [until they are manually activated].
//
// [until they are manually activated]: https://docs.aws.amazon.com/lookout-for-equipment/latest/ug/versioning-model.html#model-activation
PromoteMode types.ModelPromoteMode
// The start date for the retraining scheduler. Lookout for Equipment truncates
// the time you provide to the nearest UTC day.
RetrainingStartDate *time.Time
noSmithyDocumentSerde
}
type CreateRetrainingSchedulerOutput struct {
// The ARN of the model that you added the retraining scheduler to.
ModelArn *string
// The name of the model that you added the retraining scheduler to.
ModelName *string
// The status of the retraining scheduler.
Status types.RetrainingSchedulerStatus
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateRetrainingSchedulerMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson10_serializeOpCreateRetrainingScheduler{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson10_deserializeOpCreateRetrainingScheduler{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateRetrainingScheduler"); 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 = addIdempotencyToken_opCreateRetrainingSchedulerMiddleware(stack, options); err != nil {
return err
}
if err = addOpCreateRetrainingSchedulerValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateRetrainingScheduler(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_initializeOpCreateRetrainingScheduler struct {
tokenProvider IdempotencyTokenProvider
}
func (*idempotencyToken_initializeOpCreateRetrainingScheduler) ID() string {
return "OperationIdempotencyTokenAutoFill"
}
func (m *idempotencyToken_initializeOpCreateRetrainingScheduler) 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.(*CreateRetrainingSchedulerInput)
if !ok {
return out, metadata, fmt.Errorf("expected middleware input to be of type *CreateRetrainingSchedulerInput ")
}
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_opCreateRetrainingSchedulerMiddleware(stack *middleware.Stack, cfg Options) error {
return stack.Initialize.Add(&idempotencyToken_initializeOpCreateRetrainingScheduler{tokenProvider: cfg.IdempotencyTokenProvider}, middleware.Before)
}
func newServiceMetadataMiddleware_opCreateRetrainingScheduler(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateRetrainingScheduler",
}
}