// 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 inference experiment using the configurations specified in the
// request. Use this API to setup and schedule an experiment to compare model
// variants on a Amazon SageMaker inference endpoint. For more information about
// inference experiments, see Shadow tests (https://docs.aws.amazon.com/sagemaker/latest/dg/shadow-tests.html)
// . Amazon SageMaker begins your experiment at the scheduled time and routes
// traffic to your endpoint's model variants based on your specified configuration.
// While the experiment is in progress or after it has concluded, you can view
// metrics that compare your model variants. For more information, see View,
// monitor, and edit shadow tests (https://docs.aws.amazon.com/sagemaker/latest/dg/shadow-tests-view-monitor-edit.html)
// .
func (c *Client) CreateInferenceExperiment(ctx context.Context, params *CreateInferenceExperimentInput, optFns ...func(*Options)) (*CreateInferenceExperimentOutput, error) {
	if params == nil {
		params = &CreateInferenceExperimentInput{}
	}

	result, metadata, err := c.invokeOperation(ctx, "CreateInferenceExperiment", params, optFns, c.addOperationCreateInferenceExperimentMiddlewares)
	if err != nil {
		return nil, err
	}

	out := result.(*CreateInferenceExperimentOutput)
	out.ResultMetadata = metadata
	return out, nil
}

type CreateInferenceExperimentInput struct {

	// The name of the Amazon SageMaker endpoint on which you want to run the
	// inference experiment.
	//
	// This member is required.
	EndpointName *string

	// An array of ModelVariantConfig objects. There is one for each variant in the
	// inference experiment. Each ModelVariantConfig object in the array describes the
	// infrastructure configuration for the corresponding variant.
	//
	// This member is required.
	ModelVariants []types.ModelVariantConfig

	// The name for the inference experiment.
	//
	// This member is required.
	Name *string

	// The ARN of the IAM role that Amazon SageMaker can assume to access model
	// artifacts and container images, and manage Amazon SageMaker Inference endpoints
	// for model deployment.
	//
	// This member is required.
	RoleArn *string

	// The configuration of ShadowMode inference experiment type. Use this field to
	// specify a production variant which takes all the inference requests, and a
	// shadow variant to which Amazon SageMaker replicates a percentage of the
	// inference requests. For the shadow variant also specify the percentage of
	// requests that Amazon SageMaker replicates.
	//
	// This member is required.
	ShadowModeConfig *types.ShadowModeConfig

	// The type of the inference experiment that you want to run. The following types
	// of experiments are possible:
	//   - ShadowMode : You can use this type to validate a shadow variant. For more
	//   information, see Shadow tests (https://docs.aws.amazon.com/sagemaker/latest/dg/shadow-tests.html)
	//   .
	//
	// This member is required.
	Type types.InferenceExperimentType

	// The Amazon S3 location and configuration for storing inference request and
	// response data. This is an optional parameter that you can use for data capture.
	// For more information, see Capture data (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-data-capture.html)
	// .
	DataStorageConfig *types.InferenceExperimentDataStorageConfig

	// A description for the inference experiment.
	Description *string

	// The Amazon Web Services Key Management Service (Amazon Web Services KMS) key
	// that Amazon SageMaker uses to encrypt data on the storage volume attached to the
	// ML compute instance that hosts the endpoint. The KmsKey can be any of the
	// following formats:
	//   - KMS key ID "1234abcd-12ab-34cd-56ef-1234567890ab"
	//   - Amazon Resource Name (ARN) of a KMS key
	//   "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	//   - KMS key Alias "alias/ExampleAlias"
	//   - Amazon Resource Name (ARN) of a KMS key Alias
	//   "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
	// If you use a KMS key ID or an alias of your KMS key, the Amazon SageMaker
	// execution role must include permissions to call kms:Encrypt . If you don't
	// provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3
	// for your role's account. Amazon SageMaker uses server-side encryption with KMS
	// managed keys for OutputDataConfig . If you use a bucket policy with an
	// s3:PutObject permission that only allows objects with server-side encryption,
	// set the condition key of s3:x-amz-server-side-encryption to "aws:kms" . For more
	// information, see KMS managed Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html)
	// in the Amazon Simple Storage Service Developer Guide. The KMS key policy must
	// grant permission to the IAM role that you specify in your CreateEndpoint and
	// UpdateEndpoint requests. For more information, see Using Key Policies in Amazon
	// Web Services KMS (https://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	// in the Amazon Web Services Key Management Service Developer Guide.
	KmsKey *string

	// The duration for which you want the inference experiment to run. If you don't
	// specify this field, the experiment automatically starts immediately upon
	// creation and concludes after 7 days.
	Schedule *types.InferenceExperimentSchedule

	// Array of key-value pairs. You can use tags to categorize your Amazon Web
	// Services resources in different ways, for example, by purpose, owner, or
	// environment. For more information, see Tagging your Amazon Web Services
	// Resources (https://docs.aws.amazon.com/ARG/latest/userguide/tagging.html) .
	Tags []types.Tag

	noSmithyDocumentSerde
}

type CreateInferenceExperimentOutput struct {

	// The ARN for your inference experiment.
	//
	// This member is required.
	InferenceExperimentArn *string

	// Metadata pertaining to the operation's result.
	ResultMetadata middleware.Metadata

	noSmithyDocumentSerde
}

func (c *Client) addOperationCreateInferenceExperimentMiddlewares(stack *middleware.Stack, options Options) (err error) {
	if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
		return err
	}
	err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateInferenceExperiment{}, middleware.After)
	if err != nil {
		return err
	}
	err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateInferenceExperiment{}, middleware.After)
	if err != nil {
		return err
	}
	if err := addProtocolFinalizerMiddlewares(stack, options, "CreateInferenceExperiment"); 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 = addOpCreateInferenceExperimentValidationMiddleware(stack); err != nil {
		return err
	}
	if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateInferenceExperiment(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_opCreateInferenceExperiment(region string) *awsmiddleware.RegisterServiceMetadata {
	return &awsmiddleware.RegisterServiceMetadata{
		Region:        region,
		ServiceID:     ServiceID,
		OperationName: "CreateInferenceExperiment",
	}
}