xref: /dports/misc/concourse/concourse-6.7.2/vendor/github.com/aws/aws-sdk-go/service/sagemaker/api.go

// Code generated by private/model/cli/gen-api/main.go. DO NOT EDIT.

package sagemaker

import (
	"fmt"
	"time"

	"github.com/aws/aws-sdk-go/aws"
	"github.com/aws/aws-sdk-go/aws/awsutil"
	"github.com/aws/aws-sdk-go/aws/request"
	"github.com/aws/aws-sdk-go/private/protocol"
	"github.com/aws/aws-sdk-go/private/protocol/jsonrpc"
)

const opAddTags = "AddTags"

// AddTagsRequest generates a "aws/request.Request" representing the
// client's request for the AddTags operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See AddTags for more information on using the AddTags
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the AddTagsRequest method.
//    req, resp := client.AddTagsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/AddTags
func (c *SageMaker) AddTagsRequest(input *AddTagsInput) (req *request.Request, output *AddTagsOutput) {
	op := &request.Operation{
		Name:       opAddTags,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &AddTagsInput{}
	}

	output = &AddTagsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// AddTags API operation for Amazon SageMaker Service.
//
// Adds or overwrites one or more tags for the specified Amazon SageMaker resource.
// You can add tags to notebook instances, training jobs, hyperparameter tuning
// jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations,
// and endpoints.
//
// Each tag consists of a key and an optional value. Tag keys must be unique
// per resource. For more information about tags, see For more information,
// see AWS Tagging Strategies (https://aws.amazon.com/answers/account-management/aws-tagging-strategies/).
//
// Tags that you add to a hyperparameter tuning job by calling this API are
// also added to any training jobs that the hyperparameter tuning job launches
// after you call this API, but not to training jobs that the hyperparameter
// tuning job launched before you called this API. To make sure that the tags
// associated with a hyperparameter tuning job are also added to all training
// jobs that the hyperparameter tuning job launches, add the tags when you first
// create the tuning job by specifying them in the Tags parameter of CreateHyperParameterTuningJob
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation AddTags for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/AddTags
func (c *SageMaker) AddTags(input *AddTagsInput) (*AddTagsOutput, error) {
	req, out := c.AddTagsRequest(input)
	return out, req.Send()
}

// AddTagsWithContext is the same as AddTags with the addition of
// the ability to pass a context and additional request options.
//
// See AddTags for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) AddTagsWithContext(ctx aws.Context, input *AddTagsInput, opts ...request.Option) (*AddTagsOutput, error) {
	req, out := c.AddTagsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateAlgorithm = "CreateAlgorithm"

// CreateAlgorithmRequest generates a "aws/request.Request" representing the
// client's request for the CreateAlgorithm operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateAlgorithm for more information on using the CreateAlgorithm
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateAlgorithmRequest method.
//    req, resp := client.CreateAlgorithmRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateAlgorithm
func (c *SageMaker) CreateAlgorithmRequest(input *CreateAlgorithmInput) (req *request.Request, output *CreateAlgorithmOutput) {
	op := &request.Operation{
		Name:       opCreateAlgorithm,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateAlgorithmInput{}
	}

	output = &CreateAlgorithmOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateAlgorithm API operation for Amazon SageMaker Service.
//
// Create a machine learning algorithm that you can use in Amazon SageMaker
// and list in the AWS Marketplace.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateAlgorithm for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateAlgorithm
func (c *SageMaker) CreateAlgorithm(input *CreateAlgorithmInput) (*CreateAlgorithmOutput, error) {
	req, out := c.CreateAlgorithmRequest(input)
	return out, req.Send()
}

// CreateAlgorithmWithContext is the same as CreateAlgorithm with the addition of
// the ability to pass a context and additional request options.
//
// See CreateAlgorithm for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateAlgorithmWithContext(ctx aws.Context, input *CreateAlgorithmInput, opts ...request.Option) (*CreateAlgorithmOutput, error) {
	req, out := c.CreateAlgorithmRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateCodeRepository = "CreateCodeRepository"

// CreateCodeRepositoryRequest generates a "aws/request.Request" representing the
// client's request for the CreateCodeRepository operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateCodeRepository for more information on using the CreateCodeRepository
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateCodeRepositoryRequest method.
//    req, resp := client.CreateCodeRepositoryRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCodeRepository
func (c *SageMaker) CreateCodeRepositoryRequest(input *CreateCodeRepositoryInput) (req *request.Request, output *CreateCodeRepositoryOutput) {
	op := &request.Operation{
		Name:       opCreateCodeRepository,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateCodeRepositoryInput{}
	}

	output = &CreateCodeRepositoryOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateCodeRepository API operation for Amazon SageMaker Service.
//
// Creates a Git repository as a resource in your Amazon SageMaker account.
// You can associate the repository with notebook instances so that you can
// use Git source control for the notebooks you create. The Git repository is
// a resource in your Amazon SageMaker account, so it can be associated with
// more than one notebook instance, and it persists independently from the lifecycle
// of any notebook instances it is associated with.
//
// The repository can be hosted either in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
// or in any other Git repository.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateCodeRepository for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCodeRepository
func (c *SageMaker) CreateCodeRepository(input *CreateCodeRepositoryInput) (*CreateCodeRepositoryOutput, error) {
	req, out := c.CreateCodeRepositoryRequest(input)
	return out, req.Send()
}

// CreateCodeRepositoryWithContext is the same as CreateCodeRepository with the addition of
// the ability to pass a context and additional request options.
//
// See CreateCodeRepository for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateCodeRepositoryWithContext(ctx aws.Context, input *CreateCodeRepositoryInput, opts ...request.Option) (*CreateCodeRepositoryOutput, error) {
	req, out := c.CreateCodeRepositoryRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateCompilationJob = "CreateCompilationJob"

// CreateCompilationJobRequest generates a "aws/request.Request" representing the
// client's request for the CreateCompilationJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateCompilationJob for more information on using the CreateCompilationJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateCompilationJobRequest method.
//    req, resp := client.CreateCompilationJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob
func (c *SageMaker) CreateCompilationJobRequest(input *CreateCompilationJobInput) (req *request.Request, output *CreateCompilationJobOutput) {
	op := &request.Operation{
		Name:       opCreateCompilationJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateCompilationJobInput{}
	}

	output = &CreateCompilationJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateCompilationJob API operation for Amazon SageMaker Service.
//
// Starts a model compilation job. After the model has been compiled, Amazon
// SageMaker saves the resulting model artifacts to an Amazon Simple Storage
// Service (Amazon S3) bucket that you specify.
//
// If you choose to host your model using Amazon SageMaker hosting services,
// you can use the resulting model artifacts as part of the model. You can also
// use the artifacts with AWS IoT Greengrass. In that case, deploy them as an
// ML resource.
//
// In the request body, you provide the following:
//
//    * A name for the compilation job
//
//    * Information about the input model artifacts
//
//    * The output location for the compiled model and the device (target) that
//    the model runs on
//
//    * The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker
//    assumes to perform the model compilation job
//
// You can also provide a Tag to track the model compilation job's resource
// use and costs. The response body contains the CompilationJobArn for the compiled
// job.
//
// To stop a model compilation job, use StopCompilationJob. To get information
// about a particular model compilation job, use DescribeCompilationJob. To
// get information about multiple model compilation jobs, use ListCompilationJobs.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateCompilationJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceInUse "ResourceInUse"
//   Resource being accessed is in use.
//
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob
func (c *SageMaker) CreateCompilationJob(input *CreateCompilationJobInput) (*CreateCompilationJobOutput, error) {
	req, out := c.CreateCompilationJobRequest(input)
	return out, req.Send()
}

// CreateCompilationJobWithContext is the same as CreateCompilationJob with the addition of
// the ability to pass a context and additional request options.
//
// See CreateCompilationJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateCompilationJobWithContext(ctx aws.Context, input *CreateCompilationJobInput, opts ...request.Option) (*CreateCompilationJobOutput, error) {
	req, out := c.CreateCompilationJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateEndpoint = "CreateEndpoint"

// CreateEndpointRequest generates a "aws/request.Request" representing the
// client's request for the CreateEndpoint operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateEndpoint for more information on using the CreateEndpoint
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateEndpointRequest method.
//    req, resp := client.CreateEndpointRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint
func (c *SageMaker) CreateEndpointRequest(input *CreateEndpointInput) (req *request.Request, output *CreateEndpointOutput) {
	op := &request.Operation{
		Name:       opCreateEndpoint,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateEndpointInput{}
	}

	output = &CreateEndpointOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateEndpoint API operation for Amazon SageMaker Service.
//
// Creates an endpoint using the endpoint configuration specified in the request.
// Amazon SageMaker uses the endpoint to provision resources and deploy models.
// You create the endpoint configuration with the CreateEndpointConfig (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html)
// API.
//
// Use this API only for hosting models using Amazon SageMaker hosting services.
//
// You must not delete an EndpointConfig in use by an endpoint that is live
// or while the UpdateEndpoint or CreateEndpoint operations are being performed
// on the endpoint. To update an endpoint, you must create a new EndpointConfig.
//
// The endpoint name must be unique within an AWS Region in your AWS account.
//
// When it receives the request, Amazon SageMaker creates the endpoint, launches
// the resources (ML compute instances), and deploys the model(s) on them.
//
// When Amazon SageMaker receives the request, it sets the endpoint status to
// Creating. After it creates the endpoint, it sets the status to InService.
// Amazon SageMaker can then process incoming requests for inferences. To check
// the status of an endpoint, use the DescribeEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html)
// API.
//
// For an example, see Exercise 1: Using the K-Means Algorithm Provided by Amazon
// SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/ex1.html).
//
// If any of the models hosted at this endpoint get model data from an Amazon
// S3 location, Amazon SageMaker uses AWS Security Token Service to download
// model artifacts from the S3 path you provided. AWS STS is activated in your
// IAM user account by default. If you previously deactivated AWS STS for a
// region, you need to reactivate AWS STS for that region. For more information,
// see Activating and Deactivating AWS STS i an AWS Region (IAM/latest/UserGuide/id_credentials_temp_enable-regions.html)
// in the AWS Identity and Access Management User Guide.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateEndpoint for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint
func (c *SageMaker) CreateEndpoint(input *CreateEndpointInput) (*CreateEndpointOutput, error) {
	req, out := c.CreateEndpointRequest(input)
	return out, req.Send()
}

// CreateEndpointWithContext is the same as CreateEndpoint with the addition of
// the ability to pass a context and additional request options.
//
// See CreateEndpoint for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateEndpointWithContext(ctx aws.Context, input *CreateEndpointInput, opts ...request.Option) (*CreateEndpointOutput, error) {
	req, out := c.CreateEndpointRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateEndpointConfig = "CreateEndpointConfig"

// CreateEndpointConfigRequest generates a "aws/request.Request" representing the
// client's request for the CreateEndpointConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateEndpointConfig for more information on using the CreateEndpointConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateEndpointConfigRequest method.
//    req, resp := client.CreateEndpointConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig
func (c *SageMaker) CreateEndpointConfigRequest(input *CreateEndpointConfigInput) (req *request.Request, output *CreateEndpointConfigOutput) {
	op := &request.Operation{
		Name:       opCreateEndpointConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateEndpointConfigInput{}
	}

	output = &CreateEndpointConfigOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateEndpointConfig API operation for Amazon SageMaker Service.
//
// Creates an endpoint configuration that Amazon SageMaker hosting services
// uses to deploy models. In the configuration, you identify one or more models,
// created using the CreateModel API, to deploy and the resources that you want
// Amazon SageMaker to provision. Then you call the CreateEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html)
// API.
//
// Use this API only if you want to use Amazon SageMaker hosting services to
// deploy models into production.
//
// In the request, you define one or more ProductionVariants, each of which
// identifies a model. Each ProductionVariant parameter also describes the resources
// that you want Amazon SageMaker to provision. This includes the number and
// type of ML compute instances to deploy.
//
// If you are hosting multiple models, you also assign a VariantWeight to specify
// how much traffic you want to allocate to each model. For example, suppose
// that you want to host two models, A and B, and you assign traffic weight
// 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds
// of the traffic to Model A, and one-third to model B.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateEndpointConfig for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig
func (c *SageMaker) CreateEndpointConfig(input *CreateEndpointConfigInput) (*CreateEndpointConfigOutput, error) {
	req, out := c.CreateEndpointConfigRequest(input)
	return out, req.Send()
}

// CreateEndpointConfigWithContext is the same as CreateEndpointConfig with the addition of
// the ability to pass a context and additional request options.
//
// See CreateEndpointConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateEndpointConfigWithContext(ctx aws.Context, input *CreateEndpointConfigInput, opts ...request.Option) (*CreateEndpointConfigOutput, error) {
	req, out := c.CreateEndpointConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateHyperParameterTuningJob = "CreateHyperParameterTuningJob"

// CreateHyperParameterTuningJobRequest generates a "aws/request.Request" representing the
// client's request for the CreateHyperParameterTuningJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateHyperParameterTuningJob for more information on using the CreateHyperParameterTuningJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateHyperParameterTuningJobRequest method.
//    req, resp := client.CreateHyperParameterTuningJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob
func (c *SageMaker) CreateHyperParameterTuningJobRequest(input *CreateHyperParameterTuningJobInput) (req *request.Request, output *CreateHyperParameterTuningJobOutput) {
	op := &request.Operation{
		Name:       opCreateHyperParameterTuningJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateHyperParameterTuningJobInput{}
	}

	output = &CreateHyperParameterTuningJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateHyperParameterTuningJob API operation for Amazon SageMaker Service.
//
// Starts a hyperparameter tuning job. A hyperparameter tuning job finds the
// best version of a model by running many training jobs on your dataset using
// the algorithm you choose and values for hyperparameters within ranges that
// you specify. It then chooses the hyperparameter values that result in a model
// that performs the best, as measured by an objective metric that you choose.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateHyperParameterTuningJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceInUse "ResourceInUse"
//   Resource being accessed is in use.
//
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob
func (c *SageMaker) CreateHyperParameterTuningJob(input *CreateHyperParameterTuningJobInput) (*CreateHyperParameterTuningJobOutput, error) {
	req, out := c.CreateHyperParameterTuningJobRequest(input)
	return out, req.Send()
}

// CreateHyperParameterTuningJobWithContext is the same as CreateHyperParameterTuningJob with the addition of
// the ability to pass a context and additional request options.
//
// See CreateHyperParameterTuningJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateHyperParameterTuningJobWithContext(ctx aws.Context, input *CreateHyperParameterTuningJobInput, opts ...request.Option) (*CreateHyperParameterTuningJobOutput, error) {
	req, out := c.CreateHyperParameterTuningJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateLabelingJob = "CreateLabelingJob"

// CreateLabelingJobRequest generates a "aws/request.Request" representing the
// client's request for the CreateLabelingJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateLabelingJob for more information on using the CreateLabelingJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateLabelingJobRequest method.
//    req, resp := client.CreateLabelingJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateLabelingJob
func (c *SageMaker) CreateLabelingJobRequest(input *CreateLabelingJobInput) (req *request.Request, output *CreateLabelingJobOutput) {
	op := &request.Operation{
		Name:       opCreateLabelingJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateLabelingJobInput{}
	}

	output = &CreateLabelingJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateLabelingJob API operation for Amazon SageMaker Service.
//
// Creates a job that uses workers to label the data objects in your input dataset.
// You can use the labeled data to train machine learning models.
//
// You can select your workforce from one of three providers:
//
//    * A private workforce that you create. It can include employees, contractors,
//    and outside experts. Use a private workforce when want the data to stay
//    within your organization or when a specific set of skills is required.
//
//    * One or more vendors that you select from the AWS Marketplace. Vendors
//    provide expertise in specific areas.
//
//    * The Amazon Mechanical Turk workforce. This is the largest workforce,
//    but it should only be used for public data or data that has been stripped
//    of any personally identifiable information.
//
// You can also use automated data labeling to reduce the number of data objects
// that need to be labeled by a human. Automated data labeling uses active learning
// to determine if a data object can be labeled by machine or if it needs to
// be sent to a human worker. For more information, see Using Automated Data
// Labeling (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-automated-labeling.html).
//
// The data objects to be labeled are contained in an Amazon S3 bucket. You
// create a manifest file that describes the location of each object. For more
// information, see Using Input and Output Data (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-data.html).
//
// The output can be used as the manifest file for another labeling job or as
// training data for your machine learning models.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateLabelingJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceInUse "ResourceInUse"
//   Resource being accessed is in use.
//
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateLabelingJob
func (c *SageMaker) CreateLabelingJob(input *CreateLabelingJobInput) (*CreateLabelingJobOutput, error) {
	req, out := c.CreateLabelingJobRequest(input)
	return out, req.Send()
}

// CreateLabelingJobWithContext is the same as CreateLabelingJob with the addition of
// the ability to pass a context and additional request options.
//
// See CreateLabelingJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateLabelingJobWithContext(ctx aws.Context, input *CreateLabelingJobInput, opts ...request.Option) (*CreateLabelingJobOutput, error) {
	req, out := c.CreateLabelingJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateModel = "CreateModel"

// CreateModelRequest generates a "aws/request.Request" representing the
// client's request for the CreateModel operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateModel for more information on using the CreateModel
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateModelRequest method.
//    req, resp := client.CreateModelRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel
func (c *SageMaker) CreateModelRequest(input *CreateModelInput) (req *request.Request, output *CreateModelOutput) {
	op := &request.Operation{
		Name:       opCreateModel,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateModelInput{}
	}

	output = &CreateModelOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateModel API operation for Amazon SageMaker Service.
//
// Creates a model in Amazon SageMaker. In the request, you name the model and
// describe a primary container. For the primary container, you specify the
// docker image containing inference code, artifacts (from prior training),
// and custom environment map that the inference code uses when you deploy the
// model for predictions.
//
// Use this API to create a model if you want to use Amazon SageMaker hosting
// services or run a batch transform job.
//
// To host your model, you create an endpoint configuration with the CreateEndpointConfig
// API, and then create an endpoint with the CreateEndpoint API. Amazon SageMaker
// then deploys all of the containers that you defined for the model in the
// hosting environment.
//
// To run a batch transform using your model, you start a job with the CreateTransformJob
// API. Amazon SageMaker uses your model and your dataset to get inferences
// which are then saved to a specified S3 location.
//
// In the CreateModel request, you must define a container with the PrimaryContainer
// parameter.
//
// In the request, you also provide an IAM role that Amazon SageMaker can assume
// to access model artifacts and docker image for deployment on ML compute hosting
// instances or for batch transform jobs. In addition, you also use the IAM
// role to manage permissions the inference code needs. For example, if the
// inference code access any other AWS resources, you grant necessary permissions
// via this role.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateModel for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel
func (c *SageMaker) CreateModel(input *CreateModelInput) (*CreateModelOutput, error) {
	req, out := c.CreateModelRequest(input)
	return out, req.Send()
}

// CreateModelWithContext is the same as CreateModel with the addition of
// the ability to pass a context and additional request options.
//
// See CreateModel for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateModelWithContext(ctx aws.Context, input *CreateModelInput, opts ...request.Option) (*CreateModelOutput, error) {
	req, out := c.CreateModelRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateModelPackage = "CreateModelPackage"

// CreateModelPackageRequest generates a "aws/request.Request" representing the
// client's request for the CreateModelPackage operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateModelPackage for more information on using the CreateModelPackage
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateModelPackageRequest method.
//    req, resp := client.CreateModelPackageRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModelPackage
func (c *SageMaker) CreateModelPackageRequest(input *CreateModelPackageInput) (req *request.Request, output *CreateModelPackageOutput) {
	op := &request.Operation{
		Name:       opCreateModelPackage,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateModelPackageInput{}
	}

	output = &CreateModelPackageOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateModelPackage API operation for Amazon SageMaker Service.
//
// Creates a model package that you can use to create Amazon SageMaker models
// or list on AWS Marketplace. Buyers can subscribe to model packages listed
// on AWS Marketplace to create models in Amazon SageMaker.
//
// To create a model package by specifying a Docker container that contains
// your inference code and the Amazon S3 location of your model artifacts, provide
// values for InferenceSpecification. To create a model from an algorithm resource
// that you created or subscribed to in AWS Marketplace, provide a value for
// SourceAlgorithmSpecification.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateModelPackage for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModelPackage
func (c *SageMaker) CreateModelPackage(input *CreateModelPackageInput) (*CreateModelPackageOutput, error) {
	req, out := c.CreateModelPackageRequest(input)
	return out, req.Send()
}

// CreateModelPackageWithContext is the same as CreateModelPackage with the addition of
// the ability to pass a context and additional request options.
//
// See CreateModelPackage for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateModelPackageWithContext(ctx aws.Context, input *CreateModelPackageInput, opts ...request.Option) (*CreateModelPackageOutput, error) {
	req, out := c.CreateModelPackageRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateNotebookInstance = "CreateNotebookInstance"

// CreateNotebookInstanceRequest generates a "aws/request.Request" representing the
// client's request for the CreateNotebookInstance operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateNotebookInstance for more information on using the CreateNotebookInstance
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateNotebookInstanceRequest method.
//    req, resp := client.CreateNotebookInstanceRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance
func (c *SageMaker) CreateNotebookInstanceRequest(input *CreateNotebookInstanceInput) (req *request.Request, output *CreateNotebookInstanceOutput) {
	op := &request.Operation{
		Name:       opCreateNotebookInstance,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateNotebookInstanceInput{}
	}

	output = &CreateNotebookInstanceOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateNotebookInstance API operation for Amazon SageMaker Service.
//
// Creates an Amazon SageMaker notebook instance. A notebook instance is a machine
// learning (ML) compute instance running on a Jupyter notebook.
//
// In a CreateNotebookInstance request, specify the type of ML compute instance
// that you want to run. Amazon SageMaker launches the instance, installs common
// libraries that you can use to explore datasets for model training, and attaches
// an ML storage volume to the notebook instance.
//
// Amazon SageMaker also provides a set of example notebooks. Each notebook
// demonstrates how to use Amazon SageMaker with a specific algorithm or with
// a machine learning framework.
//
// After receiving the request, Amazon SageMaker does the following:
//
// Creates a network interface in the Amazon SageMaker VPC.
//
// (Option) If you specified SubnetId, Amazon SageMaker creates a network interface
// in your own VPC, which is inferred from the subnet ID that you provide in
// the input. When creating this network interface, Amazon SageMaker attaches
// the security group that you specified in the request to the network interface
// that it creates in your VPC.
//
// Launches an EC2 instance of the type specified in the request in the Amazon
// SageMaker VPC. If you specified SubnetId of your VPC, Amazon SageMaker specifies
// both network interfaces when launching this instance. This enables inbound
// traffic from your own VPC to the notebook instance, assuming that the security
// groups allow it.
//
// After creating the notebook instance, Amazon SageMaker returns its Amazon
// Resource Name (ARN). You can't change the name of a notebook instance after
// you create it.
//
// After Amazon SageMaker creates the notebook instance, you can connect to
// the Jupyter server and work in Jupyter notebooks. For example, you can write
// code to explore a dataset that you can use for model training, train a model,
// host models by creating Amazon SageMaker endpoints, and validate hosted models.
//
// For more information, see How It Works (https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateNotebookInstance for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance
func (c *SageMaker) CreateNotebookInstance(input *CreateNotebookInstanceInput) (*CreateNotebookInstanceOutput, error) {
	req, out := c.CreateNotebookInstanceRequest(input)
	return out, req.Send()
}

// CreateNotebookInstanceWithContext is the same as CreateNotebookInstance with the addition of
// the ability to pass a context and additional request options.
//
// See CreateNotebookInstance for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateNotebookInstanceWithContext(ctx aws.Context, input *CreateNotebookInstanceInput, opts ...request.Option) (*CreateNotebookInstanceOutput, error) {
	req, out := c.CreateNotebookInstanceRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateNotebookInstanceLifecycleConfig = "CreateNotebookInstanceLifecycleConfig"

// CreateNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the
// client's request for the CreateNotebookInstanceLifecycleConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateNotebookInstanceLifecycleConfig for more information on using the CreateNotebookInstanceLifecycleConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateNotebookInstanceLifecycleConfigRequest method.
//    req, resp := client.CreateNotebookInstanceLifecycleConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig
func (c *SageMaker) CreateNotebookInstanceLifecycleConfigRequest(input *CreateNotebookInstanceLifecycleConfigInput) (req *request.Request, output *CreateNotebookInstanceLifecycleConfigOutput) {
	op := &request.Operation{
		Name:       opCreateNotebookInstanceLifecycleConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateNotebookInstanceLifecycleConfigInput{}
	}

	output = &CreateNotebookInstanceLifecycleConfigOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.
//
// Creates a lifecycle configuration that you can associate with a notebook
// instance. A lifecycle configuration is a collection of shell scripts that
// run when you create or start a notebook instance.
//
// Each lifecycle configuration script has a limit of 16384 characters.
//
// The value of the $PATH environment variable that is available to both scripts
// is /sbin:bin:/usr/sbin:/usr/bin.
//
// View CloudWatch Logs for notebook instance lifecycle configurations in log
// group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook].
//
// Lifecycle configuration scripts cannot run for longer than 5 minutes. If
// a script runs for longer than 5 minutes, it fails and the notebook instance
// is not created or started.
//
// For information about notebook instance lifestyle configurations, see Step
// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateNotebookInstanceLifecycleConfig for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig
func (c *SageMaker) CreateNotebookInstanceLifecycleConfig(input *CreateNotebookInstanceLifecycleConfigInput) (*CreateNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.CreateNotebookInstanceLifecycleConfigRequest(input)
	return out, req.Send()
}

// CreateNotebookInstanceLifecycleConfigWithContext is the same as CreateNotebookInstanceLifecycleConfig with the addition of
// the ability to pass a context and additional request options.
//
// See CreateNotebookInstanceLifecycleConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *CreateNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*CreateNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.CreateNotebookInstanceLifecycleConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreatePresignedNotebookInstanceUrl = "CreatePresignedNotebookInstanceUrl"

// CreatePresignedNotebookInstanceUrlRequest generates a "aws/request.Request" representing the
// client's request for the CreatePresignedNotebookInstanceUrl operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreatePresignedNotebookInstanceUrl for more information on using the CreatePresignedNotebookInstanceUrl
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreatePresignedNotebookInstanceUrlRequest method.
//    req, resp := client.CreatePresignedNotebookInstanceUrlRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl
func (c *SageMaker) CreatePresignedNotebookInstanceUrlRequest(input *CreatePresignedNotebookInstanceUrlInput) (req *request.Request, output *CreatePresignedNotebookInstanceUrlOutput) {
	op := &request.Operation{
		Name:       opCreatePresignedNotebookInstanceUrl,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreatePresignedNotebookInstanceUrlInput{}
	}

	output = &CreatePresignedNotebookInstanceUrlOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreatePresignedNotebookInstanceUrl API operation for Amazon SageMaker Service.
//
// Returns a URL that you can use to connect to the Jupyter server from a notebook
// instance. In the Amazon SageMaker console, when you choose Open next to a
// notebook instance, Amazon SageMaker opens a new tab showing the Jupyter server
// home page from the notebook instance. The console uses this API to get the
// URL and show the page.
//
// IAM authorization policies for this API are also enforced for every HTTP
// request and WebSocket frame that attempts to connect to the notebook instance.For
// example, you can restrict access to this API and to the URL that it returns
// to a list of IP addresses that you specify. Use the NotIpAddress condition
// operator and the aws:SourceIP condition context key to specify the list of
// IP addresses that you want to have access to the notebook instance. For more
// information, see Limit Access to a Notebook Instance by IP Address (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-ip-filter.html).
//
// The URL that you get from a call to is valid only for 5 minutes. If you try
// to use the URL after the 5-minute limit expires, you are directed to the
// AWS console sign-in page.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreatePresignedNotebookInstanceUrl for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl
func (c *SageMaker) CreatePresignedNotebookInstanceUrl(input *CreatePresignedNotebookInstanceUrlInput) (*CreatePresignedNotebookInstanceUrlOutput, error) {
	req, out := c.CreatePresignedNotebookInstanceUrlRequest(input)
	return out, req.Send()
}

// CreatePresignedNotebookInstanceUrlWithContext is the same as CreatePresignedNotebookInstanceUrl with the addition of
// the ability to pass a context and additional request options.
//
// See CreatePresignedNotebookInstanceUrl for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreatePresignedNotebookInstanceUrlWithContext(ctx aws.Context, input *CreatePresignedNotebookInstanceUrlInput, opts ...request.Option) (*CreatePresignedNotebookInstanceUrlOutput, error) {
	req, out := c.CreatePresignedNotebookInstanceUrlRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateTrainingJob = "CreateTrainingJob"

// CreateTrainingJobRequest generates a "aws/request.Request" representing the
// client's request for the CreateTrainingJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateTrainingJob for more information on using the CreateTrainingJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateTrainingJobRequest method.
//    req, resp := client.CreateTrainingJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob
func (c *SageMaker) CreateTrainingJobRequest(input *CreateTrainingJobInput) (req *request.Request, output *CreateTrainingJobOutput) {
	op := &request.Operation{
		Name:       opCreateTrainingJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateTrainingJobInput{}
	}

	output = &CreateTrainingJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateTrainingJob API operation for Amazon SageMaker Service.
//
// Starts a model training job. After training completes, Amazon SageMaker saves
// the resulting model artifacts to an Amazon S3 location that you specify.
//
// If you choose to host your model using Amazon SageMaker hosting services,
// you can use the resulting model artifacts as part of the model. You can also
// use the artifacts in a machine learning service other than Amazon SageMaker,
// provided that you know how to use them for inferences.
//
// In the request body, you provide the following:
//
//    * AlgorithmSpecification - Identifies the training algorithm to use.
//
//    * HyperParameters - Specify these algorithm-specific parameters to enable
//    the estimation of model parameters during training. Hyperparameters can
//    be tuned to optimize this learning process. For a list of hyperparameters
//    for each training algorithm provided by Amazon SageMaker, see Algorithms
//    (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
//
//    * InputDataConfig - Describes the training dataset and the Amazon S3,
//    EFS, or FSx location where it is stored.
//
//    * OutputDataConfig - Identifies the Amazon S3 bucket where you want Amazon
//    SageMaker to save the results of model training.
//
//    * ResourceConfig - Identifies the resources, ML compute instances, and
//    ML storage volumes to deploy for model training. In distributed training,
//    you specify more than one instance.
//
//    * EnableManagedSpotTraining - Optimize the cost of training machine learning
//    models by up to 80% by using Amazon EC2 Spot instances. For more information,
//    see Managed Spot Training (https://docs.aws.amazon.com/sagemaker/latest/dg/model-managed-spot-training.html).
//
//    * RoleARN - The Amazon Resource Number (ARN) that Amazon SageMaker assumes
//    to perform tasks on your behalf during model training. You must grant
//    this role the necessary permissions so that Amazon SageMaker can successfully
//    complete model training.
//
//    * StoppingCondition - To help cap training costs, use MaxRuntimeInSeconds
//    to set a time limit for training. Use MaxWaitTimeInSeconds to specify
//    how long you are willing to to wait for a managed spot training job to
//    complete.
//
// For more information about Amazon SageMaker, see How It Works (https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateTrainingJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceInUse "ResourceInUse"
//   Resource being accessed is in use.
//
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob
func (c *SageMaker) CreateTrainingJob(input *CreateTrainingJobInput) (*CreateTrainingJobOutput, error) {
	req, out := c.CreateTrainingJobRequest(input)
	return out, req.Send()
}

// CreateTrainingJobWithContext is the same as CreateTrainingJob with the addition of
// the ability to pass a context and additional request options.
//
// See CreateTrainingJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateTrainingJobWithContext(ctx aws.Context, input *CreateTrainingJobInput, opts ...request.Option) (*CreateTrainingJobOutput, error) {
	req, out := c.CreateTrainingJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateTransformJob = "CreateTransformJob"

// CreateTransformJobRequest generates a "aws/request.Request" representing the
// client's request for the CreateTransformJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateTransformJob for more information on using the CreateTransformJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateTransformJobRequest method.
//    req, resp := client.CreateTransformJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob
func (c *SageMaker) CreateTransformJobRequest(input *CreateTransformJobInput) (req *request.Request, output *CreateTransformJobOutput) {
	op := &request.Operation{
		Name:       opCreateTransformJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateTransformJobInput{}
	}

	output = &CreateTransformJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateTransformJob API operation for Amazon SageMaker Service.
//
// Starts a transform job. A transform job uses a trained model to get inferences
// on a dataset and saves these results to an Amazon S3 location that you specify.
//
// To perform batch transformations, you create a transform job and use the
// data that you have readily available.
//
// In the request body, you provide the following:
//
//    * TransformJobName - Identifies the transform job. The name must be unique
//    within an AWS Region in an AWS account.
//
//    * ModelName - Identifies the model to use. ModelName must be the name
//    of an existing Amazon SageMaker model in the same AWS Region and AWS account.
//    For information on creating a model, see CreateModel.
//
//    * TransformInput - Describes the dataset to be transformed and the Amazon
//    S3 location where it is stored.
//
//    * TransformOutput - Identifies the Amazon S3 location where you want Amazon
//    SageMaker to save the results from the transform job.
//
//    * TransformResources - Identifies the ML compute instances for the transform
//    job.
//
// For more information about how batch transformation works Amazon SageMaker,
// see How It Works (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateTransformJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceInUse "ResourceInUse"
//   Resource being accessed is in use.
//
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob
func (c *SageMaker) CreateTransformJob(input *CreateTransformJobInput) (*CreateTransformJobOutput, error) {
	req, out := c.CreateTransformJobRequest(input)
	return out, req.Send()
}

// CreateTransformJobWithContext is the same as CreateTransformJob with the addition of
// the ability to pass a context and additional request options.
//
// See CreateTransformJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateTransformJobWithContext(ctx aws.Context, input *CreateTransformJobInput, opts ...request.Option) (*CreateTransformJobOutput, error) {
	req, out := c.CreateTransformJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opCreateWorkteam = "CreateWorkteam"

// CreateWorkteamRequest generates a "aws/request.Request" representing the
// client's request for the CreateWorkteam operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See CreateWorkteam for more information on using the CreateWorkteam
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the CreateWorkteamRequest method.
//    req, resp := client.CreateWorkteamRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkteam
func (c *SageMaker) CreateWorkteamRequest(input *CreateWorkteamInput) (req *request.Request, output *CreateWorkteamOutput) {
	op := &request.Operation{
		Name:       opCreateWorkteam,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &CreateWorkteamInput{}
	}

	output = &CreateWorkteamOutput{}
	req = c.newRequest(op, input, output)
	return
}

// CreateWorkteam API operation for Amazon SageMaker Service.
//
// Creates a new work team for labeling your data. A work team is defined by
// one or more Amazon Cognito user pools. You must first create the user pools
// before you can create a work team.
//
// You cannot create more than 25 work teams in an account and region.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation CreateWorkteam for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceInUse "ResourceInUse"
//   Resource being accessed is in use.
//
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkteam
func (c *SageMaker) CreateWorkteam(input *CreateWorkteamInput) (*CreateWorkteamOutput, error) {
	req, out := c.CreateWorkteamRequest(input)
	return out, req.Send()
}

// CreateWorkteamWithContext is the same as CreateWorkteam with the addition of
// the ability to pass a context and additional request options.
//
// See CreateWorkteam for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) CreateWorkteamWithContext(ctx aws.Context, input *CreateWorkteamInput, opts ...request.Option) (*CreateWorkteamOutput, error) {
	req, out := c.CreateWorkteamRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteAlgorithm = "DeleteAlgorithm"

// DeleteAlgorithmRequest generates a "aws/request.Request" representing the
// client's request for the DeleteAlgorithm operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteAlgorithm for more information on using the DeleteAlgorithm
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteAlgorithmRequest method.
//    req, resp := client.DeleteAlgorithmRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteAlgorithm
func (c *SageMaker) DeleteAlgorithmRequest(input *DeleteAlgorithmInput) (req *request.Request, output *DeleteAlgorithmOutput) {
	op := &request.Operation{
		Name:       opDeleteAlgorithm,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteAlgorithmInput{}
	}

	output = &DeleteAlgorithmOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteAlgorithm API operation for Amazon SageMaker Service.
//
// Removes the specified algorithm from your account.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteAlgorithm for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteAlgorithm
func (c *SageMaker) DeleteAlgorithm(input *DeleteAlgorithmInput) (*DeleteAlgorithmOutput, error) {
	req, out := c.DeleteAlgorithmRequest(input)
	return out, req.Send()
}

// DeleteAlgorithmWithContext is the same as DeleteAlgorithm with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteAlgorithm for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteAlgorithmWithContext(ctx aws.Context, input *DeleteAlgorithmInput, opts ...request.Option) (*DeleteAlgorithmOutput, error) {
	req, out := c.DeleteAlgorithmRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteCodeRepository = "DeleteCodeRepository"

// DeleteCodeRepositoryRequest generates a "aws/request.Request" representing the
// client's request for the DeleteCodeRepository operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteCodeRepository for more information on using the DeleteCodeRepository
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteCodeRepositoryRequest method.
//    req, resp := client.DeleteCodeRepositoryRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteCodeRepository
func (c *SageMaker) DeleteCodeRepositoryRequest(input *DeleteCodeRepositoryInput) (req *request.Request, output *DeleteCodeRepositoryOutput) {
	op := &request.Operation{
		Name:       opDeleteCodeRepository,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteCodeRepositoryInput{}
	}

	output = &DeleteCodeRepositoryOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteCodeRepository API operation for Amazon SageMaker Service.
//
// Deletes the specified Git repository from your account.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteCodeRepository for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteCodeRepository
func (c *SageMaker) DeleteCodeRepository(input *DeleteCodeRepositoryInput) (*DeleteCodeRepositoryOutput, error) {
	req, out := c.DeleteCodeRepositoryRequest(input)
	return out, req.Send()
}

// DeleteCodeRepositoryWithContext is the same as DeleteCodeRepository with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteCodeRepository for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteCodeRepositoryWithContext(ctx aws.Context, input *DeleteCodeRepositoryInput, opts ...request.Option) (*DeleteCodeRepositoryOutput, error) {
	req, out := c.DeleteCodeRepositoryRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteEndpoint = "DeleteEndpoint"

// DeleteEndpointRequest generates a "aws/request.Request" representing the
// client's request for the DeleteEndpoint operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteEndpoint for more information on using the DeleteEndpoint
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteEndpointRequest method.
//    req, resp := client.DeleteEndpointRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint
func (c *SageMaker) DeleteEndpointRequest(input *DeleteEndpointInput) (req *request.Request, output *DeleteEndpointOutput) {
	op := &request.Operation{
		Name:       opDeleteEndpoint,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteEndpointInput{}
	}

	output = &DeleteEndpointOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteEndpoint API operation for Amazon SageMaker Service.
//
// Deletes an endpoint. Amazon SageMaker frees up all of the resources that
// were deployed when the endpoint was created.
//
// Amazon SageMaker retires any custom KMS key grants associated with the endpoint,
// meaning you don't need to use the RevokeGrant (http://docs.aws.amazon.com/kms/latest/APIReference/API_RevokeGrant.html)
// API call.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteEndpoint for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint
func (c *SageMaker) DeleteEndpoint(input *DeleteEndpointInput) (*DeleteEndpointOutput, error) {
	req, out := c.DeleteEndpointRequest(input)
	return out, req.Send()
}

// DeleteEndpointWithContext is the same as DeleteEndpoint with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteEndpoint for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteEndpointWithContext(ctx aws.Context, input *DeleteEndpointInput, opts ...request.Option) (*DeleteEndpointOutput, error) {
	req, out := c.DeleteEndpointRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteEndpointConfig = "DeleteEndpointConfig"

// DeleteEndpointConfigRequest generates a "aws/request.Request" representing the
// client's request for the DeleteEndpointConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteEndpointConfig for more information on using the DeleteEndpointConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteEndpointConfigRequest method.
//    req, resp := client.DeleteEndpointConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig
func (c *SageMaker) DeleteEndpointConfigRequest(input *DeleteEndpointConfigInput) (req *request.Request, output *DeleteEndpointConfigOutput) {
	op := &request.Operation{
		Name:       opDeleteEndpointConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteEndpointConfigInput{}
	}

	output = &DeleteEndpointConfigOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteEndpointConfig API operation for Amazon SageMaker Service.
//
// Deletes an endpoint configuration. The DeleteEndpointConfig API deletes only
// the specified configuration. It does not delete endpoints created using the
// configuration.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteEndpointConfig for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig
func (c *SageMaker) DeleteEndpointConfig(input *DeleteEndpointConfigInput) (*DeleteEndpointConfigOutput, error) {
	req, out := c.DeleteEndpointConfigRequest(input)
	return out, req.Send()
}

// DeleteEndpointConfigWithContext is the same as DeleteEndpointConfig with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteEndpointConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteEndpointConfigWithContext(ctx aws.Context, input *DeleteEndpointConfigInput, opts ...request.Option) (*DeleteEndpointConfigOutput, error) {
	req, out := c.DeleteEndpointConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteModel = "DeleteModel"

// DeleteModelRequest generates a "aws/request.Request" representing the
// client's request for the DeleteModel operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteModel for more information on using the DeleteModel
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteModelRequest method.
//    req, resp := client.DeleteModelRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel
func (c *SageMaker) DeleteModelRequest(input *DeleteModelInput) (req *request.Request, output *DeleteModelOutput) {
	op := &request.Operation{
		Name:       opDeleteModel,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteModelInput{}
	}

	output = &DeleteModelOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteModel API operation for Amazon SageMaker Service.
//
// Deletes a model. The DeleteModel API deletes only the model entry that was
// created in Amazon SageMaker when you called the CreateModel (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html)
// API. It does not delete model artifacts, inference code, or the IAM role
// that you specified when creating the model.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteModel for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel
func (c *SageMaker) DeleteModel(input *DeleteModelInput) (*DeleteModelOutput, error) {
	req, out := c.DeleteModelRequest(input)
	return out, req.Send()
}

// DeleteModelWithContext is the same as DeleteModel with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteModel for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteModelWithContext(ctx aws.Context, input *DeleteModelInput, opts ...request.Option) (*DeleteModelOutput, error) {
	req, out := c.DeleteModelRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteModelPackage = "DeleteModelPackage"

// DeleteModelPackageRequest generates a "aws/request.Request" representing the
// client's request for the DeleteModelPackage operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteModelPackage for more information on using the DeleteModelPackage
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteModelPackageRequest method.
//    req, resp := client.DeleteModelPackageRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModelPackage
func (c *SageMaker) DeleteModelPackageRequest(input *DeleteModelPackageInput) (req *request.Request, output *DeleteModelPackageOutput) {
	op := &request.Operation{
		Name:       opDeleteModelPackage,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteModelPackageInput{}
	}

	output = &DeleteModelPackageOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteModelPackage API operation for Amazon SageMaker Service.
//
// Deletes a model package.
//
// A model package is used to create Amazon SageMaker models or list on AWS
// Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace
// to create models in Amazon SageMaker.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteModelPackage for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModelPackage
func (c *SageMaker) DeleteModelPackage(input *DeleteModelPackageInput) (*DeleteModelPackageOutput, error) {
	req, out := c.DeleteModelPackageRequest(input)
	return out, req.Send()
}

// DeleteModelPackageWithContext is the same as DeleteModelPackage with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteModelPackage for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteModelPackageWithContext(ctx aws.Context, input *DeleteModelPackageInput, opts ...request.Option) (*DeleteModelPackageOutput, error) {
	req, out := c.DeleteModelPackageRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteNotebookInstance = "DeleteNotebookInstance"

// DeleteNotebookInstanceRequest generates a "aws/request.Request" representing the
// client's request for the DeleteNotebookInstance operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteNotebookInstance for more information on using the DeleteNotebookInstance
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteNotebookInstanceRequest method.
//    req, resp := client.DeleteNotebookInstanceRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance
func (c *SageMaker) DeleteNotebookInstanceRequest(input *DeleteNotebookInstanceInput) (req *request.Request, output *DeleteNotebookInstanceOutput) {
	op := &request.Operation{
		Name:       opDeleteNotebookInstance,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteNotebookInstanceInput{}
	}

	output = &DeleteNotebookInstanceOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteNotebookInstance API operation for Amazon SageMaker Service.
//
// Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook
// instance, you must call the StopNotebookInstance API.
//
// When you delete a notebook instance, you lose all of your data. Amazon SageMaker
// removes the ML compute instance, and deletes the ML storage volume and the
// network interface associated with the notebook instance.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteNotebookInstance for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance
func (c *SageMaker) DeleteNotebookInstance(input *DeleteNotebookInstanceInput) (*DeleteNotebookInstanceOutput, error) {
	req, out := c.DeleteNotebookInstanceRequest(input)
	return out, req.Send()
}

// DeleteNotebookInstanceWithContext is the same as DeleteNotebookInstance with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteNotebookInstance for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteNotebookInstanceWithContext(ctx aws.Context, input *DeleteNotebookInstanceInput, opts ...request.Option) (*DeleteNotebookInstanceOutput, error) {
	req, out := c.DeleteNotebookInstanceRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteNotebookInstanceLifecycleConfig = "DeleteNotebookInstanceLifecycleConfig"

// DeleteNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the
// client's request for the DeleteNotebookInstanceLifecycleConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteNotebookInstanceLifecycleConfig for more information on using the DeleteNotebookInstanceLifecycleConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteNotebookInstanceLifecycleConfigRequest method.
//    req, resp := client.DeleteNotebookInstanceLifecycleConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstanceLifecycleConfig
func (c *SageMaker) DeleteNotebookInstanceLifecycleConfigRequest(input *DeleteNotebookInstanceLifecycleConfigInput) (req *request.Request, output *DeleteNotebookInstanceLifecycleConfigOutput) {
	op := &request.Operation{
		Name:       opDeleteNotebookInstanceLifecycleConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteNotebookInstanceLifecycleConfigInput{}
	}

	output = &DeleteNotebookInstanceLifecycleConfigOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.
//
// Deletes a notebook instance lifecycle configuration.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteNotebookInstanceLifecycleConfig for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstanceLifecycleConfig
func (c *SageMaker) DeleteNotebookInstanceLifecycleConfig(input *DeleteNotebookInstanceLifecycleConfigInput) (*DeleteNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.DeleteNotebookInstanceLifecycleConfigRequest(input)
	return out, req.Send()
}

// DeleteNotebookInstanceLifecycleConfigWithContext is the same as DeleteNotebookInstanceLifecycleConfig with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteNotebookInstanceLifecycleConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *DeleteNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*DeleteNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.DeleteNotebookInstanceLifecycleConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteTags = "DeleteTags"

// DeleteTagsRequest generates a "aws/request.Request" representing the
// client's request for the DeleteTags operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteTags for more information on using the DeleteTags
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteTagsRequest method.
//    req, resp := client.DeleteTagsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTags
func (c *SageMaker) DeleteTagsRequest(input *DeleteTagsInput) (req *request.Request, output *DeleteTagsOutput) {
	op := &request.Operation{
		Name:       opDeleteTags,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteTagsInput{}
	}

	output = &DeleteTagsOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// DeleteTags API operation for Amazon SageMaker Service.
//
// Deletes the specified tags from an Amazon SageMaker resource.
//
// To list a resource's tags, use the ListTags API.
//
// When you call this API to delete tags from a hyperparameter tuning job, the
// deleted tags are not removed from training jobs that the hyperparameter tuning
// job launched before you called this API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteTags for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTags
func (c *SageMaker) DeleteTags(input *DeleteTagsInput) (*DeleteTagsOutput, error) {
	req, out := c.DeleteTagsRequest(input)
	return out, req.Send()
}

// DeleteTagsWithContext is the same as DeleteTags with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteTags for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteTagsWithContext(ctx aws.Context, input *DeleteTagsInput, opts ...request.Option) (*DeleteTagsOutput, error) {
	req, out := c.DeleteTagsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDeleteWorkteam = "DeleteWorkteam"

// DeleteWorkteamRequest generates a "aws/request.Request" representing the
// client's request for the DeleteWorkteam operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DeleteWorkteam for more information on using the DeleteWorkteam
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DeleteWorkteamRequest method.
//    req, resp := client.DeleteWorkteamRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkteam
func (c *SageMaker) DeleteWorkteamRequest(input *DeleteWorkteamInput) (req *request.Request, output *DeleteWorkteamOutput) {
	op := &request.Operation{
		Name:       opDeleteWorkteam,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DeleteWorkteamInput{}
	}

	output = &DeleteWorkteamOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DeleteWorkteam API operation for Amazon SageMaker Service.
//
// Deletes an existing work team. This operation can't be undone.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DeleteWorkteam for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkteam
func (c *SageMaker) DeleteWorkteam(input *DeleteWorkteamInput) (*DeleteWorkteamOutput, error) {
	req, out := c.DeleteWorkteamRequest(input)
	return out, req.Send()
}

// DeleteWorkteamWithContext is the same as DeleteWorkteam with the addition of
// the ability to pass a context and additional request options.
//
// See DeleteWorkteam for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DeleteWorkteamWithContext(ctx aws.Context, input *DeleteWorkteamInput, opts ...request.Option) (*DeleteWorkteamOutput, error) {
	req, out := c.DeleteWorkteamRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeAlgorithm = "DescribeAlgorithm"

// DescribeAlgorithmRequest generates a "aws/request.Request" representing the
// client's request for the DescribeAlgorithm operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeAlgorithm for more information on using the DescribeAlgorithm
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeAlgorithmRequest method.
//    req, resp := client.DescribeAlgorithmRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAlgorithm
func (c *SageMaker) DescribeAlgorithmRequest(input *DescribeAlgorithmInput) (req *request.Request, output *DescribeAlgorithmOutput) {
	op := &request.Operation{
		Name:       opDescribeAlgorithm,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeAlgorithmInput{}
	}

	output = &DescribeAlgorithmOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeAlgorithm API operation for Amazon SageMaker Service.
//
// Returns a description of the specified algorithm that is in your account.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeAlgorithm for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAlgorithm
func (c *SageMaker) DescribeAlgorithm(input *DescribeAlgorithmInput) (*DescribeAlgorithmOutput, error) {
	req, out := c.DescribeAlgorithmRequest(input)
	return out, req.Send()
}

// DescribeAlgorithmWithContext is the same as DescribeAlgorithm with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeAlgorithm for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeAlgorithmWithContext(ctx aws.Context, input *DescribeAlgorithmInput, opts ...request.Option) (*DescribeAlgorithmOutput, error) {
	req, out := c.DescribeAlgorithmRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeCodeRepository = "DescribeCodeRepository"

// DescribeCodeRepositoryRequest generates a "aws/request.Request" representing the
// client's request for the DescribeCodeRepository operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeCodeRepository for more information on using the DescribeCodeRepository
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeCodeRepositoryRequest method.
//    req, resp := client.DescribeCodeRepositoryRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCodeRepository
func (c *SageMaker) DescribeCodeRepositoryRequest(input *DescribeCodeRepositoryInput) (req *request.Request, output *DescribeCodeRepositoryOutput) {
	op := &request.Operation{
		Name:       opDescribeCodeRepository,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeCodeRepositoryInput{}
	}

	output = &DescribeCodeRepositoryOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeCodeRepository API operation for Amazon SageMaker Service.
//
// Gets details about the specified Git repository.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeCodeRepository for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCodeRepository
func (c *SageMaker) DescribeCodeRepository(input *DescribeCodeRepositoryInput) (*DescribeCodeRepositoryOutput, error) {
	req, out := c.DescribeCodeRepositoryRequest(input)
	return out, req.Send()
}

// DescribeCodeRepositoryWithContext is the same as DescribeCodeRepository with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeCodeRepository for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeCodeRepositoryWithContext(ctx aws.Context, input *DescribeCodeRepositoryInput, opts ...request.Option) (*DescribeCodeRepositoryOutput, error) {
	req, out := c.DescribeCodeRepositoryRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeCompilationJob = "DescribeCompilationJob"

// DescribeCompilationJobRequest generates a "aws/request.Request" representing the
// client's request for the DescribeCompilationJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeCompilationJob for more information on using the DescribeCompilationJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeCompilationJobRequest method.
//    req, resp := client.DescribeCompilationJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJob
func (c *SageMaker) DescribeCompilationJobRequest(input *DescribeCompilationJobInput) (req *request.Request, output *DescribeCompilationJobOutput) {
	op := &request.Operation{
		Name:       opDescribeCompilationJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeCompilationJobInput{}
	}

	output = &DescribeCompilationJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeCompilationJob API operation for Amazon SageMaker Service.
//
// Returns information about a model compilation job.
//
// To create a model compilation job, use CreateCompilationJob. To get information
// about multiple model compilation jobs, use ListCompilationJobs.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeCompilationJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJob
func (c *SageMaker) DescribeCompilationJob(input *DescribeCompilationJobInput) (*DescribeCompilationJobOutput, error) {
	req, out := c.DescribeCompilationJobRequest(input)
	return out, req.Send()
}

// DescribeCompilationJobWithContext is the same as DescribeCompilationJob with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeCompilationJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeCompilationJobWithContext(ctx aws.Context, input *DescribeCompilationJobInput, opts ...request.Option) (*DescribeCompilationJobOutput, error) {
	req, out := c.DescribeCompilationJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeEndpoint = "DescribeEndpoint"

// DescribeEndpointRequest generates a "aws/request.Request" representing the
// client's request for the DescribeEndpoint operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeEndpoint for more information on using the DescribeEndpoint
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeEndpointRequest method.
//    req, resp := client.DescribeEndpointRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint
func (c *SageMaker) DescribeEndpointRequest(input *DescribeEndpointInput) (req *request.Request, output *DescribeEndpointOutput) {
	op := &request.Operation{
		Name:       opDescribeEndpoint,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeEndpointInput{}
	}

	output = &DescribeEndpointOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeEndpoint API operation for Amazon SageMaker Service.
//
// Returns the description of an endpoint.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeEndpoint for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint
func (c *SageMaker) DescribeEndpoint(input *DescribeEndpointInput) (*DescribeEndpointOutput, error) {
	req, out := c.DescribeEndpointRequest(input)
	return out, req.Send()
}

// DescribeEndpointWithContext is the same as DescribeEndpoint with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeEndpoint for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeEndpointWithContext(ctx aws.Context, input *DescribeEndpointInput, opts ...request.Option) (*DescribeEndpointOutput, error) {
	req, out := c.DescribeEndpointRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeEndpointConfig = "DescribeEndpointConfig"

// DescribeEndpointConfigRequest generates a "aws/request.Request" representing the
// client's request for the DescribeEndpointConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeEndpointConfig for more information on using the DescribeEndpointConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeEndpointConfigRequest method.
//    req, resp := client.DescribeEndpointConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpointConfig
func (c *SageMaker) DescribeEndpointConfigRequest(input *DescribeEndpointConfigInput) (req *request.Request, output *DescribeEndpointConfigOutput) {
	op := &request.Operation{
		Name:       opDescribeEndpointConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeEndpointConfigInput{}
	}

	output = &DescribeEndpointConfigOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeEndpointConfig API operation for Amazon SageMaker Service.
//
// Returns the description of an endpoint configuration created using the CreateEndpointConfig
// API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeEndpointConfig for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpointConfig
func (c *SageMaker) DescribeEndpointConfig(input *DescribeEndpointConfigInput) (*DescribeEndpointConfigOutput, error) {
	req, out := c.DescribeEndpointConfigRequest(input)
	return out, req.Send()
}

// DescribeEndpointConfigWithContext is the same as DescribeEndpointConfig with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeEndpointConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeEndpointConfigWithContext(ctx aws.Context, input *DescribeEndpointConfigInput, opts ...request.Option) (*DescribeEndpointConfigOutput, error) {
	req, out := c.DescribeEndpointConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeHyperParameterTuningJob = "DescribeHyperParameterTuningJob"

// DescribeHyperParameterTuningJobRequest generates a "aws/request.Request" representing the
// client's request for the DescribeHyperParameterTuningJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeHyperParameterTuningJob for more information on using the DescribeHyperParameterTuningJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeHyperParameterTuningJobRequest method.
//    req, resp := client.DescribeHyperParameterTuningJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob
func (c *SageMaker) DescribeHyperParameterTuningJobRequest(input *DescribeHyperParameterTuningJobInput) (req *request.Request, output *DescribeHyperParameterTuningJobOutput) {
	op := &request.Operation{
		Name:       opDescribeHyperParameterTuningJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeHyperParameterTuningJobInput{}
	}

	output = &DescribeHyperParameterTuningJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeHyperParameterTuningJob API operation for Amazon SageMaker Service.
//
// Gets a description of a hyperparameter tuning job.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeHyperParameterTuningJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob
func (c *SageMaker) DescribeHyperParameterTuningJob(input *DescribeHyperParameterTuningJobInput) (*DescribeHyperParameterTuningJobOutput, error) {
	req, out := c.DescribeHyperParameterTuningJobRequest(input)
	return out, req.Send()
}

// DescribeHyperParameterTuningJobWithContext is the same as DescribeHyperParameterTuningJob with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeHyperParameterTuningJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeHyperParameterTuningJobWithContext(ctx aws.Context, input *DescribeHyperParameterTuningJobInput, opts ...request.Option) (*DescribeHyperParameterTuningJobOutput, error) {
	req, out := c.DescribeHyperParameterTuningJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeLabelingJob = "DescribeLabelingJob"

// DescribeLabelingJobRequest generates a "aws/request.Request" representing the
// client's request for the DescribeLabelingJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeLabelingJob for more information on using the DescribeLabelingJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeLabelingJobRequest method.
//    req, resp := client.DescribeLabelingJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJob
func (c *SageMaker) DescribeLabelingJobRequest(input *DescribeLabelingJobInput) (req *request.Request, output *DescribeLabelingJobOutput) {
	op := &request.Operation{
		Name:       opDescribeLabelingJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeLabelingJobInput{}
	}

	output = &DescribeLabelingJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeLabelingJob API operation for Amazon SageMaker Service.
//
// Gets information about a labeling job.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeLabelingJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJob
func (c *SageMaker) DescribeLabelingJob(input *DescribeLabelingJobInput) (*DescribeLabelingJobOutput, error) {
	req, out := c.DescribeLabelingJobRequest(input)
	return out, req.Send()
}

// DescribeLabelingJobWithContext is the same as DescribeLabelingJob with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeLabelingJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeLabelingJobWithContext(ctx aws.Context, input *DescribeLabelingJobInput, opts ...request.Option) (*DescribeLabelingJobOutput, error) {
	req, out := c.DescribeLabelingJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeModel = "DescribeModel"

// DescribeModelRequest generates a "aws/request.Request" representing the
// client's request for the DescribeModel operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeModel for more information on using the DescribeModel
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeModelRequest method.
//    req, resp := client.DescribeModelRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel
func (c *SageMaker) DescribeModelRequest(input *DescribeModelInput) (req *request.Request, output *DescribeModelOutput) {
	op := &request.Operation{
		Name:       opDescribeModel,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeModelInput{}
	}

	output = &DescribeModelOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeModel API operation for Amazon SageMaker Service.
//
// Describes a model that you created using the CreateModel API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeModel for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel
func (c *SageMaker) DescribeModel(input *DescribeModelInput) (*DescribeModelOutput, error) {
	req, out := c.DescribeModelRequest(input)
	return out, req.Send()
}

// DescribeModelWithContext is the same as DescribeModel with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeModel for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeModelWithContext(ctx aws.Context, input *DescribeModelInput, opts ...request.Option) (*DescribeModelOutput, error) {
	req, out := c.DescribeModelRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeModelPackage = "DescribeModelPackage"

// DescribeModelPackageRequest generates a "aws/request.Request" representing the
// client's request for the DescribeModelPackage operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeModelPackage for more information on using the DescribeModelPackage
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeModelPackageRequest method.
//    req, resp := client.DescribeModelPackageRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModelPackage
func (c *SageMaker) DescribeModelPackageRequest(input *DescribeModelPackageInput) (req *request.Request, output *DescribeModelPackageOutput) {
	op := &request.Operation{
		Name:       opDescribeModelPackage,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeModelPackageInput{}
	}

	output = &DescribeModelPackageOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeModelPackage API operation for Amazon SageMaker Service.
//
// Returns a description of the specified model package, which is used to create
// Amazon SageMaker models or list them on AWS Marketplace.
//
// To create models in Amazon SageMaker, buyers can subscribe to model packages
// listed on AWS Marketplace.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeModelPackage for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModelPackage
func (c *SageMaker) DescribeModelPackage(input *DescribeModelPackageInput) (*DescribeModelPackageOutput, error) {
	req, out := c.DescribeModelPackageRequest(input)
	return out, req.Send()
}

// DescribeModelPackageWithContext is the same as DescribeModelPackage with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeModelPackage for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeModelPackageWithContext(ctx aws.Context, input *DescribeModelPackageInput, opts ...request.Option) (*DescribeModelPackageOutput, error) {
	req, out := c.DescribeModelPackageRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeNotebookInstance = "DescribeNotebookInstance"

// DescribeNotebookInstanceRequest generates a "aws/request.Request" representing the
// client's request for the DescribeNotebookInstance operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeNotebookInstance for more information on using the DescribeNotebookInstance
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeNotebookInstanceRequest method.
//    req, resp := client.DescribeNotebookInstanceRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance
func (c *SageMaker) DescribeNotebookInstanceRequest(input *DescribeNotebookInstanceInput) (req *request.Request, output *DescribeNotebookInstanceOutput) {
	op := &request.Operation{
		Name:       opDescribeNotebookInstance,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeNotebookInstanceInput{}
	}

	output = &DescribeNotebookInstanceOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeNotebookInstance API operation for Amazon SageMaker Service.
//
// Returns information about a notebook instance.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeNotebookInstance for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance
func (c *SageMaker) DescribeNotebookInstance(input *DescribeNotebookInstanceInput) (*DescribeNotebookInstanceOutput, error) {
	req, out := c.DescribeNotebookInstanceRequest(input)
	return out, req.Send()
}

// DescribeNotebookInstanceWithContext is the same as DescribeNotebookInstance with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeNotebookInstance for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeNotebookInstanceWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.Option) (*DescribeNotebookInstanceOutput, error) {
	req, out := c.DescribeNotebookInstanceRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeNotebookInstanceLifecycleConfig = "DescribeNotebookInstanceLifecycleConfig"

// DescribeNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the
// client's request for the DescribeNotebookInstanceLifecycleConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeNotebookInstanceLifecycleConfig for more information on using the DescribeNotebookInstanceLifecycleConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeNotebookInstanceLifecycleConfigRequest method.
//    req, resp := client.DescribeNotebookInstanceLifecycleConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstanceLifecycleConfig
func (c *SageMaker) DescribeNotebookInstanceLifecycleConfigRequest(input *DescribeNotebookInstanceLifecycleConfigInput) (req *request.Request, output *DescribeNotebookInstanceLifecycleConfigOutput) {
	op := &request.Operation{
		Name:       opDescribeNotebookInstanceLifecycleConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeNotebookInstanceLifecycleConfigInput{}
	}

	output = &DescribeNotebookInstanceLifecycleConfigOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.
//
// Returns a description of a notebook instance lifecycle configuration.
//
// For information about notebook instance lifestyle configurations, see Step
// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeNotebookInstanceLifecycleConfig for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstanceLifecycleConfig
func (c *SageMaker) DescribeNotebookInstanceLifecycleConfig(input *DescribeNotebookInstanceLifecycleConfigInput) (*DescribeNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.DescribeNotebookInstanceLifecycleConfigRequest(input)
	return out, req.Send()
}

// DescribeNotebookInstanceLifecycleConfigWithContext is the same as DescribeNotebookInstanceLifecycleConfig with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeNotebookInstanceLifecycleConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *DescribeNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*DescribeNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.DescribeNotebookInstanceLifecycleConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeSubscribedWorkteam = "DescribeSubscribedWorkteam"

// DescribeSubscribedWorkteamRequest generates a "aws/request.Request" representing the
// client's request for the DescribeSubscribedWorkteam operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeSubscribedWorkteam for more information on using the DescribeSubscribedWorkteam
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeSubscribedWorkteamRequest method.
//    req, resp := client.DescribeSubscribedWorkteamRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeSubscribedWorkteam
func (c *SageMaker) DescribeSubscribedWorkteamRequest(input *DescribeSubscribedWorkteamInput) (req *request.Request, output *DescribeSubscribedWorkteamOutput) {
	op := &request.Operation{
		Name:       opDescribeSubscribedWorkteam,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeSubscribedWorkteamInput{}
	}

	output = &DescribeSubscribedWorkteamOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeSubscribedWorkteam API operation for Amazon SageMaker Service.
//
// Gets information about a work team provided by a vendor. It returns details
// about the subscription with a vendor in the AWS Marketplace.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeSubscribedWorkteam for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeSubscribedWorkteam
func (c *SageMaker) DescribeSubscribedWorkteam(input *DescribeSubscribedWorkteamInput) (*DescribeSubscribedWorkteamOutput, error) {
	req, out := c.DescribeSubscribedWorkteamRequest(input)
	return out, req.Send()
}

// DescribeSubscribedWorkteamWithContext is the same as DescribeSubscribedWorkteam with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeSubscribedWorkteam for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeSubscribedWorkteamWithContext(ctx aws.Context, input *DescribeSubscribedWorkteamInput, opts ...request.Option) (*DescribeSubscribedWorkteamOutput, error) {
	req, out := c.DescribeSubscribedWorkteamRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeTrainingJob = "DescribeTrainingJob"

// DescribeTrainingJobRequest generates a "aws/request.Request" representing the
// client's request for the DescribeTrainingJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeTrainingJob for more information on using the DescribeTrainingJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeTrainingJobRequest method.
//    req, resp := client.DescribeTrainingJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob
func (c *SageMaker) DescribeTrainingJobRequest(input *DescribeTrainingJobInput) (req *request.Request, output *DescribeTrainingJobOutput) {
	op := &request.Operation{
		Name:       opDescribeTrainingJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeTrainingJobInput{}
	}

	output = &DescribeTrainingJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeTrainingJob API operation for Amazon SageMaker Service.
//
// Returns information about a training job.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeTrainingJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob
func (c *SageMaker) DescribeTrainingJob(input *DescribeTrainingJobInput) (*DescribeTrainingJobOutput, error) {
	req, out := c.DescribeTrainingJobRequest(input)
	return out, req.Send()
}

// DescribeTrainingJobWithContext is the same as DescribeTrainingJob with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeTrainingJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeTrainingJobWithContext(ctx aws.Context, input *DescribeTrainingJobInput, opts ...request.Option) (*DescribeTrainingJobOutput, error) {
	req, out := c.DescribeTrainingJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeTransformJob = "DescribeTransformJob"

// DescribeTransformJobRequest generates a "aws/request.Request" representing the
// client's request for the DescribeTransformJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeTransformJob for more information on using the DescribeTransformJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeTransformJobRequest method.
//    req, resp := client.DescribeTransformJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob
func (c *SageMaker) DescribeTransformJobRequest(input *DescribeTransformJobInput) (req *request.Request, output *DescribeTransformJobOutput) {
	op := &request.Operation{
		Name:       opDescribeTransformJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeTransformJobInput{}
	}

	output = &DescribeTransformJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeTransformJob API operation for Amazon SageMaker Service.
//
// Returns information about a transform job.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeTransformJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob
func (c *SageMaker) DescribeTransformJob(input *DescribeTransformJobInput) (*DescribeTransformJobOutput, error) {
	req, out := c.DescribeTransformJobRequest(input)
	return out, req.Send()
}

// DescribeTransformJobWithContext is the same as DescribeTransformJob with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeTransformJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeTransformJobWithContext(ctx aws.Context, input *DescribeTransformJobInput, opts ...request.Option) (*DescribeTransformJobOutput, error) {
	req, out := c.DescribeTransformJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opDescribeWorkteam = "DescribeWorkteam"

// DescribeWorkteamRequest generates a "aws/request.Request" representing the
// client's request for the DescribeWorkteam operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See DescribeWorkteam for more information on using the DescribeWorkteam
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the DescribeWorkteamRequest method.
//    req, resp := client.DescribeWorkteamRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkteam
func (c *SageMaker) DescribeWorkteamRequest(input *DescribeWorkteamInput) (req *request.Request, output *DescribeWorkteamOutput) {
	op := &request.Operation{
		Name:       opDescribeWorkteam,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &DescribeWorkteamInput{}
	}

	output = &DescribeWorkteamOutput{}
	req = c.newRequest(op, input, output)
	return
}

// DescribeWorkteam API operation for Amazon SageMaker Service.
//
// Gets information about a specific work team. You can see information such
// as the create date, the last updated date, membership information, and the
// work team's Amazon Resource Name (ARN).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation DescribeWorkteam for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkteam
func (c *SageMaker) DescribeWorkteam(input *DescribeWorkteamInput) (*DescribeWorkteamOutput, error) {
	req, out := c.DescribeWorkteamRequest(input)
	return out, req.Send()
}

// DescribeWorkteamWithContext is the same as DescribeWorkteam with the addition of
// the ability to pass a context and additional request options.
//
// See DescribeWorkteam for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) DescribeWorkteamWithContext(ctx aws.Context, input *DescribeWorkteamInput, opts ...request.Option) (*DescribeWorkteamOutput, error) {
	req, out := c.DescribeWorkteamRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opGetSearchSuggestions = "GetSearchSuggestions"

// GetSearchSuggestionsRequest generates a "aws/request.Request" representing the
// client's request for the GetSearchSuggestions operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See GetSearchSuggestions for more information on using the GetSearchSuggestions
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the GetSearchSuggestionsRequest method.
//    req, resp := client.GetSearchSuggestionsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/GetSearchSuggestions
func (c *SageMaker) GetSearchSuggestionsRequest(input *GetSearchSuggestionsInput) (req *request.Request, output *GetSearchSuggestionsOutput) {
	op := &request.Operation{
		Name:       opGetSearchSuggestions,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &GetSearchSuggestionsInput{}
	}

	output = &GetSearchSuggestionsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// GetSearchSuggestions API operation for Amazon SageMaker Service.
//
// An auto-complete API for the search functionality in the Amazon SageMaker
// console. It returns suggestions of possible matches for the property name
// to use in Search queries. Provides suggestions for HyperParameters, Tags,
// and Metrics.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation GetSearchSuggestions for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/GetSearchSuggestions
func (c *SageMaker) GetSearchSuggestions(input *GetSearchSuggestionsInput) (*GetSearchSuggestionsOutput, error) {
	req, out := c.GetSearchSuggestionsRequest(input)
	return out, req.Send()
}

// GetSearchSuggestionsWithContext is the same as GetSearchSuggestions with the addition of
// the ability to pass a context and additional request options.
//
// See GetSearchSuggestions for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) GetSearchSuggestionsWithContext(ctx aws.Context, input *GetSearchSuggestionsInput, opts ...request.Option) (*GetSearchSuggestionsOutput, error) {
	req, out := c.GetSearchSuggestionsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opListAlgorithms = "ListAlgorithms"

// ListAlgorithmsRequest generates a "aws/request.Request" representing the
// client's request for the ListAlgorithms operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListAlgorithms for more information on using the ListAlgorithms
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListAlgorithmsRequest method.
//    req, resp := client.ListAlgorithmsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAlgorithms
func (c *SageMaker) ListAlgorithmsRequest(input *ListAlgorithmsInput) (req *request.Request, output *ListAlgorithmsOutput) {
	op := &request.Operation{
		Name:       opListAlgorithms,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &ListAlgorithmsInput{}
	}

	output = &ListAlgorithmsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListAlgorithms API operation for Amazon SageMaker Service.
//
// Lists the machine learning algorithms that have been created.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListAlgorithms for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAlgorithms
func (c *SageMaker) ListAlgorithms(input *ListAlgorithmsInput) (*ListAlgorithmsOutput, error) {
	req, out := c.ListAlgorithmsRequest(input)
	return out, req.Send()
}

// ListAlgorithmsWithContext is the same as ListAlgorithms with the addition of
// the ability to pass a context and additional request options.
//
// See ListAlgorithms for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListAlgorithmsWithContext(ctx aws.Context, input *ListAlgorithmsInput, opts ...request.Option) (*ListAlgorithmsOutput, error) {
	req, out := c.ListAlgorithmsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opListCodeRepositories = "ListCodeRepositories"

// ListCodeRepositoriesRequest generates a "aws/request.Request" representing the
// client's request for the ListCodeRepositories operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListCodeRepositories for more information on using the ListCodeRepositories
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListCodeRepositoriesRequest method.
//    req, resp := client.ListCodeRepositoriesRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCodeRepositories
func (c *SageMaker) ListCodeRepositoriesRequest(input *ListCodeRepositoriesInput) (req *request.Request, output *ListCodeRepositoriesOutput) {
	op := &request.Operation{
		Name:       opListCodeRepositories,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &ListCodeRepositoriesInput{}
	}

	output = &ListCodeRepositoriesOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListCodeRepositories API operation for Amazon SageMaker Service.
//
// Gets a list of the Git repositories in your account.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListCodeRepositories for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCodeRepositories
func (c *SageMaker) ListCodeRepositories(input *ListCodeRepositoriesInput) (*ListCodeRepositoriesOutput, error) {
	req, out := c.ListCodeRepositoriesRequest(input)
	return out, req.Send()
}

// ListCodeRepositoriesWithContext is the same as ListCodeRepositories with the addition of
// the ability to pass a context and additional request options.
//
// See ListCodeRepositories for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListCodeRepositoriesWithContext(ctx aws.Context, input *ListCodeRepositoriesInput, opts ...request.Option) (*ListCodeRepositoriesOutput, error) {
	req, out := c.ListCodeRepositoriesRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opListCompilationJobs = "ListCompilationJobs"

// ListCompilationJobsRequest generates a "aws/request.Request" representing the
// client's request for the ListCompilationJobs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListCompilationJobs for more information on using the ListCompilationJobs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListCompilationJobsRequest method.
//    req, resp := client.ListCompilationJobsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCompilationJobs
func (c *SageMaker) ListCompilationJobsRequest(input *ListCompilationJobsInput) (req *request.Request, output *ListCompilationJobsOutput) {
	op := &request.Operation{
		Name:       opListCompilationJobs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListCompilationJobsInput{}
	}

	output = &ListCompilationJobsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListCompilationJobs API operation for Amazon SageMaker Service.
//
// Lists model compilation jobs that satisfy various filters.
//
// To create a model compilation job, use CreateCompilationJob. To get information
// about a particular model compilation job you have created, use DescribeCompilationJob.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListCompilationJobs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCompilationJobs
func (c *SageMaker) ListCompilationJobs(input *ListCompilationJobsInput) (*ListCompilationJobsOutput, error) {
	req, out := c.ListCompilationJobsRequest(input)
	return out, req.Send()
}

// ListCompilationJobsWithContext is the same as ListCompilationJobs with the addition of
// the ability to pass a context and additional request options.
//
// See ListCompilationJobs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListCompilationJobsWithContext(ctx aws.Context, input *ListCompilationJobsInput, opts ...request.Option) (*ListCompilationJobsOutput, error) {
	req, out := c.ListCompilationJobsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListCompilationJobsPages iterates over the pages of a ListCompilationJobs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListCompilationJobs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListCompilationJobs operation.
//    pageNum := 0
//    err := client.ListCompilationJobsPages(params,
//        func(page *sagemaker.ListCompilationJobsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListCompilationJobsPages(input *ListCompilationJobsInput, fn func(*ListCompilationJobsOutput, bool) bool) error {
	return c.ListCompilationJobsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListCompilationJobsPagesWithContext same as ListCompilationJobsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListCompilationJobsPagesWithContext(ctx aws.Context, input *ListCompilationJobsInput, fn func(*ListCompilationJobsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListCompilationJobsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListCompilationJobsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListCompilationJobsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListEndpointConfigs = "ListEndpointConfigs"

// ListEndpointConfigsRequest generates a "aws/request.Request" representing the
// client's request for the ListEndpointConfigs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListEndpointConfigs for more information on using the ListEndpointConfigs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListEndpointConfigsRequest method.
//    req, resp := client.ListEndpointConfigsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs
func (c *SageMaker) ListEndpointConfigsRequest(input *ListEndpointConfigsInput) (req *request.Request, output *ListEndpointConfigsOutput) {
	op := &request.Operation{
		Name:       opListEndpointConfigs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListEndpointConfigsInput{}
	}

	output = &ListEndpointConfigsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListEndpointConfigs API operation for Amazon SageMaker Service.
//
// Lists endpoint configurations.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListEndpointConfigs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs
func (c *SageMaker) ListEndpointConfigs(input *ListEndpointConfigsInput) (*ListEndpointConfigsOutput, error) {
	req, out := c.ListEndpointConfigsRequest(input)
	return out, req.Send()
}

// ListEndpointConfigsWithContext is the same as ListEndpointConfigs with the addition of
// the ability to pass a context and additional request options.
//
// See ListEndpointConfigs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListEndpointConfigsWithContext(ctx aws.Context, input *ListEndpointConfigsInput, opts ...request.Option) (*ListEndpointConfigsOutput, error) {
	req, out := c.ListEndpointConfigsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListEndpointConfigsPages iterates over the pages of a ListEndpointConfigs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListEndpointConfigs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListEndpointConfigs operation.
//    pageNum := 0
//    err := client.ListEndpointConfigsPages(params,
//        func(page *sagemaker.ListEndpointConfigsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListEndpointConfigsPages(input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool) error {
	return c.ListEndpointConfigsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListEndpointConfigsPagesWithContext same as ListEndpointConfigsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListEndpointConfigsPagesWithContext(ctx aws.Context, input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListEndpointConfigsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListEndpointConfigsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListEndpointConfigsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListEndpoints = "ListEndpoints"

// ListEndpointsRequest generates a "aws/request.Request" representing the
// client's request for the ListEndpoints operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListEndpoints for more information on using the ListEndpoints
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListEndpointsRequest method.
//    req, resp := client.ListEndpointsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints
func (c *SageMaker) ListEndpointsRequest(input *ListEndpointsInput) (req *request.Request, output *ListEndpointsOutput) {
	op := &request.Operation{
		Name:       opListEndpoints,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListEndpointsInput{}
	}

	output = &ListEndpointsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListEndpoints API operation for Amazon SageMaker Service.
//
// Lists endpoints.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListEndpoints for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints
func (c *SageMaker) ListEndpoints(input *ListEndpointsInput) (*ListEndpointsOutput, error) {
	req, out := c.ListEndpointsRequest(input)
	return out, req.Send()
}

// ListEndpointsWithContext is the same as ListEndpoints with the addition of
// the ability to pass a context and additional request options.
//
// See ListEndpoints for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListEndpointsWithContext(ctx aws.Context, input *ListEndpointsInput, opts ...request.Option) (*ListEndpointsOutput, error) {
	req, out := c.ListEndpointsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListEndpointsPages iterates over the pages of a ListEndpoints operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListEndpoints method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListEndpoints operation.
//    pageNum := 0
//    err := client.ListEndpointsPages(params,
//        func(page *sagemaker.ListEndpointsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListEndpointsPages(input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool) error {
	return c.ListEndpointsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListEndpointsPagesWithContext same as ListEndpointsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListEndpointsPagesWithContext(ctx aws.Context, input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListEndpointsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListEndpointsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListEndpointsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListHyperParameterTuningJobs = "ListHyperParameterTuningJobs"

// ListHyperParameterTuningJobsRequest generates a "aws/request.Request" representing the
// client's request for the ListHyperParameterTuningJobs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListHyperParameterTuningJobs for more information on using the ListHyperParameterTuningJobs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListHyperParameterTuningJobsRequest method.
//    req, resp := client.ListHyperParameterTuningJobsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHyperParameterTuningJobs
func (c *SageMaker) ListHyperParameterTuningJobsRequest(input *ListHyperParameterTuningJobsInput) (req *request.Request, output *ListHyperParameterTuningJobsOutput) {
	op := &request.Operation{
		Name:       opListHyperParameterTuningJobs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListHyperParameterTuningJobsInput{}
	}

	output = &ListHyperParameterTuningJobsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListHyperParameterTuningJobs API operation for Amazon SageMaker Service.
//
// Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter
// tuning jobs launched in your account.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListHyperParameterTuningJobs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHyperParameterTuningJobs
func (c *SageMaker) ListHyperParameterTuningJobs(input *ListHyperParameterTuningJobsInput) (*ListHyperParameterTuningJobsOutput, error) {
	req, out := c.ListHyperParameterTuningJobsRequest(input)
	return out, req.Send()
}

// ListHyperParameterTuningJobsWithContext is the same as ListHyperParameterTuningJobs with the addition of
// the ability to pass a context and additional request options.
//
// See ListHyperParameterTuningJobs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListHyperParameterTuningJobsWithContext(ctx aws.Context, input *ListHyperParameterTuningJobsInput, opts ...request.Option) (*ListHyperParameterTuningJobsOutput, error) {
	req, out := c.ListHyperParameterTuningJobsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListHyperParameterTuningJobsPages iterates over the pages of a ListHyperParameterTuningJobs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListHyperParameterTuningJobs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListHyperParameterTuningJobs operation.
//    pageNum := 0
//    err := client.ListHyperParameterTuningJobsPages(params,
//        func(page *sagemaker.ListHyperParameterTuningJobsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListHyperParameterTuningJobsPages(input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool) error {
	return c.ListHyperParameterTuningJobsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListHyperParameterTuningJobsPagesWithContext same as ListHyperParameterTuningJobsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListHyperParameterTuningJobsPagesWithContext(ctx aws.Context, input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListHyperParameterTuningJobsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListHyperParameterTuningJobsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListHyperParameterTuningJobsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListLabelingJobs = "ListLabelingJobs"

// ListLabelingJobsRequest generates a "aws/request.Request" representing the
// client's request for the ListLabelingJobs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListLabelingJobs for more information on using the ListLabelingJobs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListLabelingJobsRequest method.
//    req, resp := client.ListLabelingJobsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobs
func (c *SageMaker) ListLabelingJobsRequest(input *ListLabelingJobsInput) (req *request.Request, output *ListLabelingJobsOutput) {
	op := &request.Operation{
		Name:       opListLabelingJobs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListLabelingJobsInput{}
	}

	output = &ListLabelingJobsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListLabelingJobs API operation for Amazon SageMaker Service.
//
// Gets a list of labeling jobs.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListLabelingJobs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobs
func (c *SageMaker) ListLabelingJobs(input *ListLabelingJobsInput) (*ListLabelingJobsOutput, error) {
	req, out := c.ListLabelingJobsRequest(input)
	return out, req.Send()
}

// ListLabelingJobsWithContext is the same as ListLabelingJobs with the addition of
// the ability to pass a context and additional request options.
//
// See ListLabelingJobs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListLabelingJobsWithContext(ctx aws.Context, input *ListLabelingJobsInput, opts ...request.Option) (*ListLabelingJobsOutput, error) {
	req, out := c.ListLabelingJobsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListLabelingJobsPages iterates over the pages of a ListLabelingJobs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListLabelingJobs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListLabelingJobs operation.
//    pageNum := 0
//    err := client.ListLabelingJobsPages(params,
//        func(page *sagemaker.ListLabelingJobsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListLabelingJobsPages(input *ListLabelingJobsInput, fn func(*ListLabelingJobsOutput, bool) bool) error {
	return c.ListLabelingJobsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListLabelingJobsPagesWithContext same as ListLabelingJobsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListLabelingJobsPagesWithContext(ctx aws.Context, input *ListLabelingJobsInput, fn func(*ListLabelingJobsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListLabelingJobsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListLabelingJobsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListLabelingJobsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListLabelingJobsForWorkteam = "ListLabelingJobsForWorkteam"

// ListLabelingJobsForWorkteamRequest generates a "aws/request.Request" representing the
// client's request for the ListLabelingJobsForWorkteam operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListLabelingJobsForWorkteam for more information on using the ListLabelingJobsForWorkteam
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListLabelingJobsForWorkteamRequest method.
//    req, resp := client.ListLabelingJobsForWorkteamRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobsForWorkteam
func (c *SageMaker) ListLabelingJobsForWorkteamRequest(input *ListLabelingJobsForWorkteamInput) (req *request.Request, output *ListLabelingJobsForWorkteamOutput) {
	op := &request.Operation{
		Name:       opListLabelingJobsForWorkteam,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListLabelingJobsForWorkteamInput{}
	}

	output = &ListLabelingJobsForWorkteamOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListLabelingJobsForWorkteam API operation for Amazon SageMaker Service.
//
// Gets a list of labeling jobs assigned to a specified work team.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListLabelingJobsForWorkteam for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobsForWorkteam
func (c *SageMaker) ListLabelingJobsForWorkteam(input *ListLabelingJobsForWorkteamInput) (*ListLabelingJobsForWorkteamOutput, error) {
	req, out := c.ListLabelingJobsForWorkteamRequest(input)
	return out, req.Send()
}

// ListLabelingJobsForWorkteamWithContext is the same as ListLabelingJobsForWorkteam with the addition of
// the ability to pass a context and additional request options.
//
// See ListLabelingJobsForWorkteam for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListLabelingJobsForWorkteamWithContext(ctx aws.Context, input *ListLabelingJobsForWorkteamInput, opts ...request.Option) (*ListLabelingJobsForWorkteamOutput, error) {
	req, out := c.ListLabelingJobsForWorkteamRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListLabelingJobsForWorkteamPages iterates over the pages of a ListLabelingJobsForWorkteam operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListLabelingJobsForWorkteam method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListLabelingJobsForWorkteam operation.
//    pageNum := 0
//    err := client.ListLabelingJobsForWorkteamPages(params,
//        func(page *sagemaker.ListLabelingJobsForWorkteamOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListLabelingJobsForWorkteamPages(input *ListLabelingJobsForWorkteamInput, fn func(*ListLabelingJobsForWorkteamOutput, bool) bool) error {
	return c.ListLabelingJobsForWorkteamPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListLabelingJobsForWorkteamPagesWithContext same as ListLabelingJobsForWorkteamPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListLabelingJobsForWorkteamPagesWithContext(ctx aws.Context, input *ListLabelingJobsForWorkteamInput, fn func(*ListLabelingJobsForWorkteamOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListLabelingJobsForWorkteamInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListLabelingJobsForWorkteamRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListLabelingJobsForWorkteamOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListModelPackages = "ListModelPackages"

// ListModelPackagesRequest generates a "aws/request.Request" representing the
// client's request for the ListModelPackages operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListModelPackages for more information on using the ListModelPackages
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListModelPackagesRequest method.
//    req, resp := client.ListModelPackagesRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModelPackages
func (c *SageMaker) ListModelPackagesRequest(input *ListModelPackagesInput) (req *request.Request, output *ListModelPackagesOutput) {
	op := &request.Operation{
		Name:       opListModelPackages,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &ListModelPackagesInput{}
	}

	output = &ListModelPackagesOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListModelPackages API operation for Amazon SageMaker Service.
//
// Lists the model packages that have been created.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListModelPackages for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModelPackages
func (c *SageMaker) ListModelPackages(input *ListModelPackagesInput) (*ListModelPackagesOutput, error) {
	req, out := c.ListModelPackagesRequest(input)
	return out, req.Send()
}

// ListModelPackagesWithContext is the same as ListModelPackages with the addition of
// the ability to pass a context and additional request options.
//
// See ListModelPackages for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListModelPackagesWithContext(ctx aws.Context, input *ListModelPackagesInput, opts ...request.Option) (*ListModelPackagesOutput, error) {
	req, out := c.ListModelPackagesRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opListModels = "ListModels"

// ListModelsRequest generates a "aws/request.Request" representing the
// client's request for the ListModels operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListModels for more information on using the ListModels
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListModelsRequest method.
//    req, resp := client.ListModelsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels
func (c *SageMaker) ListModelsRequest(input *ListModelsInput) (req *request.Request, output *ListModelsOutput) {
	op := &request.Operation{
		Name:       opListModels,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListModelsInput{}
	}

	output = &ListModelsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListModels API operation for Amazon SageMaker Service.
//
// Lists models created with the CreateModel (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html)
// API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListModels for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels
func (c *SageMaker) ListModels(input *ListModelsInput) (*ListModelsOutput, error) {
	req, out := c.ListModelsRequest(input)
	return out, req.Send()
}

// ListModelsWithContext is the same as ListModels with the addition of
// the ability to pass a context and additional request options.
//
// See ListModels for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListModelsWithContext(ctx aws.Context, input *ListModelsInput, opts ...request.Option) (*ListModelsOutput, error) {
	req, out := c.ListModelsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListModelsPages iterates over the pages of a ListModels operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListModels method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListModels operation.
//    pageNum := 0
//    err := client.ListModelsPages(params,
//        func(page *sagemaker.ListModelsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListModelsPages(input *ListModelsInput, fn func(*ListModelsOutput, bool) bool) error {
	return c.ListModelsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListModelsPagesWithContext same as ListModelsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListModelsPagesWithContext(ctx aws.Context, input *ListModelsInput, fn func(*ListModelsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListModelsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListModelsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListModelsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListNotebookInstanceLifecycleConfigs = "ListNotebookInstanceLifecycleConfigs"

// ListNotebookInstanceLifecycleConfigsRequest generates a "aws/request.Request" representing the
// client's request for the ListNotebookInstanceLifecycleConfigs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListNotebookInstanceLifecycleConfigs for more information on using the ListNotebookInstanceLifecycleConfigs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListNotebookInstanceLifecycleConfigsRequest method.
//    req, resp := client.ListNotebookInstanceLifecycleConfigsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstanceLifecycleConfigs
func (c *SageMaker) ListNotebookInstanceLifecycleConfigsRequest(input *ListNotebookInstanceLifecycleConfigsInput) (req *request.Request, output *ListNotebookInstanceLifecycleConfigsOutput) {
	op := &request.Operation{
		Name:       opListNotebookInstanceLifecycleConfigs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListNotebookInstanceLifecycleConfigsInput{}
	}

	output = &ListNotebookInstanceLifecycleConfigsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListNotebookInstanceLifecycleConfigs API operation for Amazon SageMaker Service.
//
// Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
// API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListNotebookInstanceLifecycleConfigs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstanceLifecycleConfigs
func (c *SageMaker) ListNotebookInstanceLifecycleConfigs(input *ListNotebookInstanceLifecycleConfigsInput) (*ListNotebookInstanceLifecycleConfigsOutput, error) {
	req, out := c.ListNotebookInstanceLifecycleConfigsRequest(input)
	return out, req.Send()
}

// ListNotebookInstanceLifecycleConfigsWithContext is the same as ListNotebookInstanceLifecycleConfigs with the addition of
// the ability to pass a context and additional request options.
//
// See ListNotebookInstanceLifecycleConfigs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListNotebookInstanceLifecycleConfigsWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, opts ...request.Option) (*ListNotebookInstanceLifecycleConfigsOutput, error) {
	req, out := c.ListNotebookInstanceLifecycleConfigsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListNotebookInstanceLifecycleConfigsPages iterates over the pages of a ListNotebookInstanceLifecycleConfigs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListNotebookInstanceLifecycleConfigs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListNotebookInstanceLifecycleConfigs operation.
//    pageNum := 0
//    err := client.ListNotebookInstanceLifecycleConfigsPages(params,
//        func(page *sagemaker.ListNotebookInstanceLifecycleConfigsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPages(input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool) error {
	return c.ListNotebookInstanceLifecycleConfigsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListNotebookInstanceLifecycleConfigsPagesWithContext same as ListNotebookInstanceLifecycleConfigsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPagesWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListNotebookInstanceLifecycleConfigsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListNotebookInstanceLifecycleConfigsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListNotebookInstanceLifecycleConfigsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListNotebookInstances = "ListNotebookInstances"

// ListNotebookInstancesRequest generates a "aws/request.Request" representing the
// client's request for the ListNotebookInstances operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListNotebookInstances for more information on using the ListNotebookInstances
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListNotebookInstancesRequest method.
//    req, resp := client.ListNotebookInstancesRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances
func (c *SageMaker) ListNotebookInstancesRequest(input *ListNotebookInstancesInput) (req *request.Request, output *ListNotebookInstancesOutput) {
	op := &request.Operation{
		Name:       opListNotebookInstances,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListNotebookInstancesInput{}
	}

	output = &ListNotebookInstancesOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListNotebookInstances API operation for Amazon SageMaker Service.
//
// Returns a list of the Amazon SageMaker notebook instances in the requester's
// account in an AWS Region.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListNotebookInstances for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances
func (c *SageMaker) ListNotebookInstances(input *ListNotebookInstancesInput) (*ListNotebookInstancesOutput, error) {
	req, out := c.ListNotebookInstancesRequest(input)
	return out, req.Send()
}

// ListNotebookInstancesWithContext is the same as ListNotebookInstances with the addition of
// the ability to pass a context and additional request options.
//
// See ListNotebookInstances for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListNotebookInstancesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, opts ...request.Option) (*ListNotebookInstancesOutput, error) {
	req, out := c.ListNotebookInstancesRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListNotebookInstancesPages iterates over the pages of a ListNotebookInstances operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListNotebookInstances method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListNotebookInstances operation.
//    pageNum := 0
//    err := client.ListNotebookInstancesPages(params,
//        func(page *sagemaker.ListNotebookInstancesOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListNotebookInstancesPages(input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool) error {
	return c.ListNotebookInstancesPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListNotebookInstancesPagesWithContext same as ListNotebookInstancesPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListNotebookInstancesPagesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListNotebookInstancesInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListNotebookInstancesRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListNotebookInstancesOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListSubscribedWorkteams = "ListSubscribedWorkteams"

// ListSubscribedWorkteamsRequest generates a "aws/request.Request" representing the
// client's request for the ListSubscribedWorkteams operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListSubscribedWorkteams for more information on using the ListSubscribedWorkteams
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListSubscribedWorkteamsRequest method.
//    req, resp := client.ListSubscribedWorkteamsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListSubscribedWorkteams
func (c *SageMaker) ListSubscribedWorkteamsRequest(input *ListSubscribedWorkteamsInput) (req *request.Request, output *ListSubscribedWorkteamsOutput) {
	op := &request.Operation{
		Name:       opListSubscribedWorkteams,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListSubscribedWorkteamsInput{}
	}

	output = &ListSubscribedWorkteamsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListSubscribedWorkteams API operation for Amazon SageMaker Service.
//
// Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
// The list may be empty if no work team satisfies the filter specified in the
// NameContains parameter.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListSubscribedWorkteams for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListSubscribedWorkteams
func (c *SageMaker) ListSubscribedWorkteams(input *ListSubscribedWorkteamsInput) (*ListSubscribedWorkteamsOutput, error) {
	req, out := c.ListSubscribedWorkteamsRequest(input)
	return out, req.Send()
}

// ListSubscribedWorkteamsWithContext is the same as ListSubscribedWorkteams with the addition of
// the ability to pass a context and additional request options.
//
// See ListSubscribedWorkteams for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListSubscribedWorkteamsWithContext(ctx aws.Context, input *ListSubscribedWorkteamsInput, opts ...request.Option) (*ListSubscribedWorkteamsOutput, error) {
	req, out := c.ListSubscribedWorkteamsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListSubscribedWorkteamsPages iterates over the pages of a ListSubscribedWorkteams operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListSubscribedWorkteams method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListSubscribedWorkteams operation.
//    pageNum := 0
//    err := client.ListSubscribedWorkteamsPages(params,
//        func(page *sagemaker.ListSubscribedWorkteamsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListSubscribedWorkteamsPages(input *ListSubscribedWorkteamsInput, fn func(*ListSubscribedWorkteamsOutput, bool) bool) error {
	return c.ListSubscribedWorkteamsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListSubscribedWorkteamsPagesWithContext same as ListSubscribedWorkteamsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListSubscribedWorkteamsPagesWithContext(ctx aws.Context, input *ListSubscribedWorkteamsInput, fn func(*ListSubscribedWorkteamsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListSubscribedWorkteamsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListSubscribedWorkteamsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListSubscribedWorkteamsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListTags = "ListTags"

// ListTagsRequest generates a "aws/request.Request" representing the
// client's request for the ListTags operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListTags for more information on using the ListTags
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListTagsRequest method.
//    req, resp := client.ListTagsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags
func (c *SageMaker) ListTagsRequest(input *ListTagsInput) (req *request.Request, output *ListTagsOutput) {
	op := &request.Operation{
		Name:       opListTags,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListTagsInput{}
	}

	output = &ListTagsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListTags API operation for Amazon SageMaker Service.
//
// Returns the tags for the specified Amazon SageMaker resource.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListTags for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags
func (c *SageMaker) ListTags(input *ListTagsInput) (*ListTagsOutput, error) {
	req, out := c.ListTagsRequest(input)
	return out, req.Send()
}

// ListTagsWithContext is the same as ListTags with the addition of
// the ability to pass a context and additional request options.
//
// See ListTags for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTagsWithContext(ctx aws.Context, input *ListTagsInput, opts ...request.Option) (*ListTagsOutput, error) {
	req, out := c.ListTagsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListTagsPages iterates over the pages of a ListTags operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListTags method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListTags operation.
//    pageNum := 0
//    err := client.ListTagsPages(params,
//        func(page *sagemaker.ListTagsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListTagsPages(input *ListTagsInput, fn func(*ListTagsOutput, bool) bool) error {
	return c.ListTagsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListTagsPagesWithContext same as ListTagsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTagsPagesWithContext(ctx aws.Context, input *ListTagsInput, fn func(*ListTagsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListTagsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListTagsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListTagsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListTrainingJobs = "ListTrainingJobs"

// ListTrainingJobsRequest generates a "aws/request.Request" representing the
// client's request for the ListTrainingJobs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListTrainingJobs for more information on using the ListTrainingJobs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListTrainingJobsRequest method.
//    req, resp := client.ListTrainingJobsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobs
func (c *SageMaker) ListTrainingJobsRequest(input *ListTrainingJobsInput) (req *request.Request, output *ListTrainingJobsOutput) {
	op := &request.Operation{
		Name:       opListTrainingJobs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListTrainingJobsInput{}
	}

	output = &ListTrainingJobsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListTrainingJobs API operation for Amazon SageMaker Service.
//
// Lists training jobs.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListTrainingJobs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobs
func (c *SageMaker) ListTrainingJobs(input *ListTrainingJobsInput) (*ListTrainingJobsOutput, error) {
	req, out := c.ListTrainingJobsRequest(input)
	return out, req.Send()
}

// ListTrainingJobsWithContext is the same as ListTrainingJobs with the addition of
// the ability to pass a context and additional request options.
//
// See ListTrainingJobs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTrainingJobsWithContext(ctx aws.Context, input *ListTrainingJobsInput, opts ...request.Option) (*ListTrainingJobsOutput, error) {
	req, out := c.ListTrainingJobsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListTrainingJobsPages iterates over the pages of a ListTrainingJobs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListTrainingJobs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListTrainingJobs operation.
//    pageNum := 0
//    err := client.ListTrainingJobsPages(params,
//        func(page *sagemaker.ListTrainingJobsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListTrainingJobsPages(input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool) error {
	return c.ListTrainingJobsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListTrainingJobsPagesWithContext same as ListTrainingJobsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTrainingJobsPagesWithContext(ctx aws.Context, input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListTrainingJobsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListTrainingJobsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListTrainingJobsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListTrainingJobsForHyperParameterTuningJob = "ListTrainingJobsForHyperParameterTuningJob"

// ListTrainingJobsForHyperParameterTuningJobRequest generates a "aws/request.Request" representing the
// client's request for the ListTrainingJobsForHyperParameterTuningJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListTrainingJobsForHyperParameterTuningJob for more information on using the ListTrainingJobsForHyperParameterTuningJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListTrainingJobsForHyperParameterTuningJobRequest method.
//    req, resp := client.ListTrainingJobsForHyperParameterTuningJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob
func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobRequest(input *ListTrainingJobsForHyperParameterTuningJobInput) (req *request.Request, output *ListTrainingJobsForHyperParameterTuningJobOutput) {
	op := &request.Operation{
		Name:       opListTrainingJobsForHyperParameterTuningJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListTrainingJobsForHyperParameterTuningJobInput{}
	}

	output = &ListTrainingJobsForHyperParameterTuningJobOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListTrainingJobsForHyperParameterTuningJob API operation for Amazon SageMaker Service.
//
// Gets a list of TrainingJobSummary objects that describe the training jobs
// that a hyperparameter tuning job launched.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListTrainingJobsForHyperParameterTuningJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob
func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJob(input *ListTrainingJobsForHyperParameterTuningJobInput) (*ListTrainingJobsForHyperParameterTuningJobOutput, error) {
	req, out := c.ListTrainingJobsForHyperParameterTuningJobRequest(input)
	return out, req.Send()
}

// ListTrainingJobsForHyperParameterTuningJobWithContext is the same as ListTrainingJobsForHyperParameterTuningJob with the addition of
// the ability to pass a context and additional request options.
//
// See ListTrainingJobsForHyperParameterTuningJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, opts ...request.Option) (*ListTrainingJobsForHyperParameterTuningJobOutput, error) {
	req, out := c.ListTrainingJobsForHyperParameterTuningJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListTrainingJobsForHyperParameterTuningJobPages iterates over the pages of a ListTrainingJobsForHyperParameterTuningJob operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListTrainingJobsForHyperParameterTuningJob method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListTrainingJobsForHyperParameterTuningJob operation.
//    pageNum := 0
//    err := client.ListTrainingJobsForHyperParameterTuningJobPages(params,
//        func(page *sagemaker.ListTrainingJobsForHyperParameterTuningJobOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPages(input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool) error {
	return c.ListTrainingJobsForHyperParameterTuningJobPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListTrainingJobsForHyperParameterTuningJobPagesWithContext same as ListTrainingJobsForHyperParameterTuningJobPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPagesWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListTrainingJobsForHyperParameterTuningJobInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListTrainingJobsForHyperParameterTuningJobRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListTrainingJobsForHyperParameterTuningJobOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListTransformJobs = "ListTransformJobs"

// ListTransformJobsRequest generates a "aws/request.Request" representing the
// client's request for the ListTransformJobs operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListTransformJobs for more information on using the ListTransformJobs
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListTransformJobsRequest method.
//    req, resp := client.ListTransformJobsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTransformJobs
func (c *SageMaker) ListTransformJobsRequest(input *ListTransformJobsInput) (req *request.Request, output *ListTransformJobsOutput) {
	op := &request.Operation{
		Name:       opListTransformJobs,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListTransformJobsInput{}
	}

	output = &ListTransformJobsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListTransformJobs API operation for Amazon SageMaker Service.
//
// Lists transform jobs.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListTransformJobs for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTransformJobs
func (c *SageMaker) ListTransformJobs(input *ListTransformJobsInput) (*ListTransformJobsOutput, error) {
	req, out := c.ListTransformJobsRequest(input)
	return out, req.Send()
}

// ListTransformJobsWithContext is the same as ListTransformJobs with the addition of
// the ability to pass a context and additional request options.
//
// See ListTransformJobs for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTransformJobsWithContext(ctx aws.Context, input *ListTransformJobsInput, opts ...request.Option) (*ListTransformJobsOutput, error) {
	req, out := c.ListTransformJobsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListTransformJobsPages iterates over the pages of a ListTransformJobs operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListTransformJobs method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListTransformJobs operation.
//    pageNum := 0
//    err := client.ListTransformJobsPages(params,
//        func(page *sagemaker.ListTransformJobsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListTransformJobsPages(input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool) error {
	return c.ListTransformJobsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListTransformJobsPagesWithContext same as ListTransformJobsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListTransformJobsPagesWithContext(ctx aws.Context, input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListTransformJobsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListTransformJobsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListTransformJobsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opListWorkteams = "ListWorkteams"

// ListWorkteamsRequest generates a "aws/request.Request" representing the
// client's request for the ListWorkteams operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See ListWorkteams for more information on using the ListWorkteams
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the ListWorkteamsRequest method.
//    req, resp := client.ListWorkteamsRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkteams
func (c *SageMaker) ListWorkteamsRequest(input *ListWorkteamsInput) (req *request.Request, output *ListWorkteamsOutput) {
	op := &request.Operation{
		Name:       opListWorkteams,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &ListWorkteamsInput{}
	}

	output = &ListWorkteamsOutput{}
	req = c.newRequest(op, input, output)
	return
}

// ListWorkteams API operation for Amazon SageMaker Service.
//
// Gets a list of work teams that you have defined in a region. The list may
// be empty if no work team satisfies the filter specified in the NameContains
// parameter.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation ListWorkteams for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkteams
func (c *SageMaker) ListWorkteams(input *ListWorkteamsInput) (*ListWorkteamsOutput, error) {
	req, out := c.ListWorkteamsRequest(input)
	return out, req.Send()
}

// ListWorkteamsWithContext is the same as ListWorkteams with the addition of
// the ability to pass a context and additional request options.
//
// See ListWorkteams for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListWorkteamsWithContext(ctx aws.Context, input *ListWorkteamsInput, opts ...request.Option) (*ListWorkteamsOutput, error) {
	req, out := c.ListWorkteamsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// ListWorkteamsPages iterates over the pages of a ListWorkteams operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See ListWorkteams method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a ListWorkteams operation.
//    pageNum := 0
//    err := client.ListWorkteamsPages(params,
//        func(page *sagemaker.ListWorkteamsOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) ListWorkteamsPages(input *ListWorkteamsInput, fn func(*ListWorkteamsOutput, bool) bool) error {
	return c.ListWorkteamsPagesWithContext(aws.BackgroundContext(), input, fn)
}

// ListWorkteamsPagesWithContext same as ListWorkteamsPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) ListWorkteamsPagesWithContext(ctx aws.Context, input *ListWorkteamsInput, fn func(*ListWorkteamsOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *ListWorkteamsInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.ListWorkteamsRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*ListWorkteamsOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opRenderUiTemplate = "RenderUiTemplate"

// RenderUiTemplateRequest generates a "aws/request.Request" representing the
// client's request for the RenderUiTemplate operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See RenderUiTemplate for more information on using the RenderUiTemplate
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the RenderUiTemplateRequest method.
//    req, resp := client.RenderUiTemplateRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/RenderUiTemplate
func (c *SageMaker) RenderUiTemplateRequest(input *RenderUiTemplateInput) (req *request.Request, output *RenderUiTemplateOutput) {
	op := &request.Operation{
		Name:       opRenderUiTemplate,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &RenderUiTemplateInput{}
	}

	output = &RenderUiTemplateOutput{}
	req = c.newRequest(op, input, output)
	return
}

// RenderUiTemplate API operation for Amazon SageMaker Service.
//
// Renders the UI template so that you can preview the worker's experience.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation RenderUiTemplate for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/RenderUiTemplate
func (c *SageMaker) RenderUiTemplate(input *RenderUiTemplateInput) (*RenderUiTemplateOutput, error) {
	req, out := c.RenderUiTemplateRequest(input)
	return out, req.Send()
}

// RenderUiTemplateWithContext is the same as RenderUiTemplate with the addition of
// the ability to pass a context and additional request options.
//
// See RenderUiTemplate for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) RenderUiTemplateWithContext(ctx aws.Context, input *RenderUiTemplateInput, opts ...request.Option) (*RenderUiTemplateOutput, error) {
	req, out := c.RenderUiTemplateRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opSearch = "Search"

// SearchRequest generates a "aws/request.Request" representing the
// client's request for the Search operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See Search for more information on using the Search
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the SearchRequest method.
//    req, resp := client.SearchRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/Search
func (c *SageMaker) SearchRequest(input *SearchInput) (req *request.Request, output *SearchOutput) {
	op := &request.Operation{
		Name:       opSearch,
		HTTPMethod: "POST",
		HTTPPath:   "/",
		Paginator: &request.Paginator{
			InputTokens:     []string{"NextToken"},
			OutputTokens:    []string{"NextToken"},
			LimitToken:      "MaxResults",
			TruncationToken: "",
		},
	}

	if input == nil {
		input = &SearchInput{}
	}

	output = &SearchOutput{}
	req = c.newRequest(op, input, output)
	return
}

// Search API operation for Amazon SageMaker Service.
//
// Finds Amazon SageMaker resources that match a search query. Matching resource
// objects are returned as a list of SearchResult objects in the response. You
// can sort the search results by any resource property in a ascending or descending
// order.
//
// You can query against the following value types: numerical, text, Booleans,
// and timestamps.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation Search for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/Search
func (c *SageMaker) Search(input *SearchInput) (*SearchOutput, error) {
	req, out := c.SearchRequest(input)
	return out, req.Send()
}

// SearchWithContext is the same as Search with the addition of
// the ability to pass a context and additional request options.
//
// See Search for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) SearchWithContext(ctx aws.Context, input *SearchInput, opts ...request.Option) (*SearchOutput, error) {
	req, out := c.SearchRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// SearchPages iterates over the pages of a Search operation,
// calling the "fn" function with the response data for each page. To stop
// iterating, return false from the fn function.
//
// See Search method for more information on how to use this operation.
//
// Note: This operation can generate multiple requests to a service.
//
//    // Example iterating over at most 3 pages of a Search operation.
//    pageNum := 0
//    err := client.SearchPages(params,
//        func(page *sagemaker.SearchOutput, lastPage bool) bool {
//            pageNum++
//            fmt.Println(page)
//            return pageNum <= 3
//        })
//
func (c *SageMaker) SearchPages(input *SearchInput, fn func(*SearchOutput, bool) bool) error {
	return c.SearchPagesWithContext(aws.BackgroundContext(), input, fn)
}

// SearchPagesWithContext same as SearchPages except
// it takes a Context and allows setting request options on the pages.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) SearchPagesWithContext(ctx aws.Context, input *SearchInput, fn func(*SearchOutput, bool) bool, opts ...request.Option) error {
	p := request.Pagination{
		NewRequest: func() (*request.Request, error) {
			var inCpy *SearchInput
			if input != nil {
				tmp := *input
				inCpy = &tmp
			}
			req, _ := c.SearchRequest(inCpy)
			req.SetContext(ctx)
			req.ApplyOptions(opts...)
			return req, nil
		},
	}

	cont := true
	for p.Next() && cont {
		cont = fn(p.Page().(*SearchOutput), !p.HasNextPage())
	}
	return p.Err()
}

const opStartNotebookInstance = "StartNotebookInstance"

// StartNotebookInstanceRequest generates a "aws/request.Request" representing the
// client's request for the StartNotebookInstance operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StartNotebookInstance for more information on using the StartNotebookInstance
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StartNotebookInstanceRequest method.
//    req, resp := client.StartNotebookInstanceRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance
func (c *SageMaker) StartNotebookInstanceRequest(input *StartNotebookInstanceInput) (req *request.Request, output *StartNotebookInstanceOutput) {
	op := &request.Operation{
		Name:       opStartNotebookInstance,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StartNotebookInstanceInput{}
	}

	output = &StartNotebookInstanceOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StartNotebookInstance API operation for Amazon SageMaker Service.
//
// Launches an ML compute instance with the latest version of the libraries
// and attaches your ML storage volume. After configuring the notebook instance,
// Amazon SageMaker sets the notebook instance status to InService. A notebook
// instance's status must be InService before you can connect to your Jupyter
// notebook.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StartNotebookInstance for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance
func (c *SageMaker) StartNotebookInstance(input *StartNotebookInstanceInput) (*StartNotebookInstanceOutput, error) {
	req, out := c.StartNotebookInstanceRequest(input)
	return out, req.Send()
}

// StartNotebookInstanceWithContext is the same as StartNotebookInstance with the addition of
// the ability to pass a context and additional request options.
//
// See StartNotebookInstance for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StartNotebookInstanceWithContext(ctx aws.Context, input *StartNotebookInstanceInput, opts ...request.Option) (*StartNotebookInstanceOutput, error) {
	req, out := c.StartNotebookInstanceRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opStopCompilationJob = "StopCompilationJob"

// StopCompilationJobRequest generates a "aws/request.Request" representing the
// client's request for the StopCompilationJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StopCompilationJob for more information on using the StopCompilationJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StopCompilationJobRequest method.
//    req, resp := client.StopCompilationJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopCompilationJob
func (c *SageMaker) StopCompilationJobRequest(input *StopCompilationJobInput) (req *request.Request, output *StopCompilationJobOutput) {
	op := &request.Operation{
		Name:       opStopCompilationJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StopCompilationJobInput{}
	}

	output = &StopCompilationJobOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StopCompilationJob API operation for Amazon SageMaker Service.
//
// Stops a model compilation job.
//
// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This
// gracefully shuts the job down. If the job hasn't stopped, it sends the SIGKILL
// signal.
//
// When it receives a StopCompilationJob request, Amazon SageMaker changes the
// CompilationJobSummary$CompilationJobStatus of the job to Stopping. After
// Amazon SageMaker stops the job, it sets the CompilationJobSummary$CompilationJobStatus
// to Stopped.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StopCompilationJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopCompilationJob
func (c *SageMaker) StopCompilationJob(input *StopCompilationJobInput) (*StopCompilationJobOutput, error) {
	req, out := c.StopCompilationJobRequest(input)
	return out, req.Send()
}

// StopCompilationJobWithContext is the same as StopCompilationJob with the addition of
// the ability to pass a context and additional request options.
//
// See StopCompilationJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StopCompilationJobWithContext(ctx aws.Context, input *StopCompilationJobInput, opts ...request.Option) (*StopCompilationJobOutput, error) {
	req, out := c.StopCompilationJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opStopHyperParameterTuningJob = "StopHyperParameterTuningJob"

// StopHyperParameterTuningJobRequest generates a "aws/request.Request" representing the
// client's request for the StopHyperParameterTuningJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StopHyperParameterTuningJob for more information on using the StopHyperParameterTuningJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StopHyperParameterTuningJobRequest method.
//    req, resp := client.StopHyperParameterTuningJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob
func (c *SageMaker) StopHyperParameterTuningJobRequest(input *StopHyperParameterTuningJobInput) (req *request.Request, output *StopHyperParameterTuningJobOutput) {
	op := &request.Operation{
		Name:       opStopHyperParameterTuningJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StopHyperParameterTuningJobInput{}
	}

	output = &StopHyperParameterTuningJobOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StopHyperParameterTuningJob API operation for Amazon SageMaker Service.
//
// Stops a running hyperparameter tuning job and all running training jobs that
// the tuning job launched.
//
// All model artifacts output from the training jobs are stored in Amazon Simple
// Storage Service (Amazon S3). All data that the training jobs write to Amazon
// CloudWatch Logs are still available in CloudWatch. After the tuning job moves
// to the Stopped state, it releases all reserved resources for the tuning job.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StopHyperParameterTuningJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob
func (c *SageMaker) StopHyperParameterTuningJob(input *StopHyperParameterTuningJobInput) (*StopHyperParameterTuningJobOutput, error) {
	req, out := c.StopHyperParameterTuningJobRequest(input)
	return out, req.Send()
}

// StopHyperParameterTuningJobWithContext is the same as StopHyperParameterTuningJob with the addition of
// the ability to pass a context and additional request options.
//
// See StopHyperParameterTuningJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StopHyperParameterTuningJobWithContext(ctx aws.Context, input *StopHyperParameterTuningJobInput, opts ...request.Option) (*StopHyperParameterTuningJobOutput, error) {
	req, out := c.StopHyperParameterTuningJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opStopLabelingJob = "StopLabelingJob"

// StopLabelingJobRequest generates a "aws/request.Request" representing the
// client's request for the StopLabelingJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StopLabelingJob for more information on using the StopLabelingJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StopLabelingJobRequest method.
//    req, resp := client.StopLabelingJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopLabelingJob
func (c *SageMaker) StopLabelingJobRequest(input *StopLabelingJobInput) (req *request.Request, output *StopLabelingJobOutput) {
	op := &request.Operation{
		Name:       opStopLabelingJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StopLabelingJobInput{}
	}

	output = &StopLabelingJobOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StopLabelingJob API operation for Amazon SageMaker Service.
//
// Stops a running labeling job. A job that is stopped cannot be restarted.
// Any results obtained before the job is stopped are placed in the Amazon S3
// output bucket.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StopLabelingJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopLabelingJob
func (c *SageMaker) StopLabelingJob(input *StopLabelingJobInput) (*StopLabelingJobOutput, error) {
	req, out := c.StopLabelingJobRequest(input)
	return out, req.Send()
}

// StopLabelingJobWithContext is the same as StopLabelingJob with the addition of
// the ability to pass a context and additional request options.
//
// See StopLabelingJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StopLabelingJobWithContext(ctx aws.Context, input *StopLabelingJobInput, opts ...request.Option) (*StopLabelingJobOutput, error) {
	req, out := c.StopLabelingJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opStopNotebookInstance = "StopNotebookInstance"

// StopNotebookInstanceRequest generates a "aws/request.Request" representing the
// client's request for the StopNotebookInstance operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StopNotebookInstance for more information on using the StopNotebookInstance
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StopNotebookInstanceRequest method.
//    req, resp := client.StopNotebookInstanceRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance
func (c *SageMaker) StopNotebookInstanceRequest(input *StopNotebookInstanceInput) (req *request.Request, output *StopNotebookInstanceOutput) {
	op := &request.Operation{
		Name:       opStopNotebookInstance,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StopNotebookInstanceInput{}
	}

	output = &StopNotebookInstanceOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StopNotebookInstance API operation for Amazon SageMaker Service.
//
// Terminates the ML compute instance. Before terminating the instance, Amazon
// SageMaker disconnects the ML storage volume from it. Amazon SageMaker preserves
// the ML storage volume. Amazon SageMaker stops charging you for the ML compute
// instance when you call StopNotebookInstance.
//
// To access data on the ML storage volume for a notebook instance that has
// been terminated, call the StartNotebookInstance API. StartNotebookInstance
// launches another ML compute instance, configures it, and attaches the preserved
// ML storage volume so you can continue your work.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StopNotebookInstance for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance
func (c *SageMaker) StopNotebookInstance(input *StopNotebookInstanceInput) (*StopNotebookInstanceOutput, error) {
	req, out := c.StopNotebookInstanceRequest(input)
	return out, req.Send()
}

// StopNotebookInstanceWithContext is the same as StopNotebookInstance with the addition of
// the ability to pass a context and additional request options.
//
// See StopNotebookInstance for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StopNotebookInstanceWithContext(ctx aws.Context, input *StopNotebookInstanceInput, opts ...request.Option) (*StopNotebookInstanceOutput, error) {
	req, out := c.StopNotebookInstanceRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opStopTrainingJob = "StopTrainingJob"

// StopTrainingJobRequest generates a "aws/request.Request" representing the
// client's request for the StopTrainingJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StopTrainingJob for more information on using the StopTrainingJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StopTrainingJobRequest method.
//    req, resp := client.StopTrainingJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob
func (c *SageMaker) StopTrainingJobRequest(input *StopTrainingJobInput) (req *request.Request, output *StopTrainingJobOutput) {
	op := &request.Operation{
		Name:       opStopTrainingJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StopTrainingJobInput{}
	}

	output = &StopTrainingJobOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StopTrainingJob API operation for Amazon SageMaker Service.
//
// Stops a training job. To stop a job, Amazon SageMaker sends the algorithm
// the SIGTERM signal, which delays job termination for 120 seconds. Algorithms
// might use this 120-second window to save the model artifacts, so the results
// of the training is not lost.
//
// When it receives a StopTrainingJob request, Amazon SageMaker changes the
// status of the job to Stopping. After Amazon SageMaker stops the job, it sets
// the status to Stopped.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StopTrainingJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob
func (c *SageMaker) StopTrainingJob(input *StopTrainingJobInput) (*StopTrainingJobOutput, error) {
	req, out := c.StopTrainingJobRequest(input)
	return out, req.Send()
}

// StopTrainingJobWithContext is the same as StopTrainingJob with the addition of
// the ability to pass a context and additional request options.
//
// See StopTrainingJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StopTrainingJobWithContext(ctx aws.Context, input *StopTrainingJobInput, opts ...request.Option) (*StopTrainingJobOutput, error) {
	req, out := c.StopTrainingJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opStopTransformJob = "StopTransformJob"

// StopTransformJobRequest generates a "aws/request.Request" representing the
// client's request for the StopTransformJob operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See StopTransformJob for more information on using the StopTransformJob
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the StopTransformJobRequest method.
//    req, resp := client.StopTransformJobRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob
func (c *SageMaker) StopTransformJobRequest(input *StopTransformJobInput) (req *request.Request, output *StopTransformJobOutput) {
	op := &request.Operation{
		Name:       opStopTransformJob,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &StopTransformJobInput{}
	}

	output = &StopTransformJobOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// StopTransformJob API operation for Amazon SageMaker Service.
//
// Stops a transform job.
//
// When Amazon SageMaker receives a StopTransformJob request, the status of
// the job changes to Stopping. After Amazon SageMaker stops the job, the status
// is set to Stopped. When you stop a transform job before it is completed,
// Amazon SageMaker doesn't store the job's output in Amazon S3.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation StopTransformJob for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceNotFound "ResourceNotFound"
//   Resource being access is not found.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob
func (c *SageMaker) StopTransformJob(input *StopTransformJobInput) (*StopTransformJobOutput, error) {
	req, out := c.StopTransformJobRequest(input)
	return out, req.Send()
}

// StopTransformJobWithContext is the same as StopTransformJob with the addition of
// the ability to pass a context and additional request options.
//
// See StopTransformJob for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) StopTransformJobWithContext(ctx aws.Context, input *StopTransformJobInput, opts ...request.Option) (*StopTransformJobOutput, error) {
	req, out := c.StopTransformJobRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opUpdateCodeRepository = "UpdateCodeRepository"

// UpdateCodeRepositoryRequest generates a "aws/request.Request" representing the
// client's request for the UpdateCodeRepository operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See UpdateCodeRepository for more information on using the UpdateCodeRepository
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the UpdateCodeRepositoryRequest method.
//    req, resp := client.UpdateCodeRepositoryRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateCodeRepository
func (c *SageMaker) UpdateCodeRepositoryRequest(input *UpdateCodeRepositoryInput) (req *request.Request, output *UpdateCodeRepositoryOutput) {
	op := &request.Operation{
		Name:       opUpdateCodeRepository,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &UpdateCodeRepositoryInput{}
	}

	output = &UpdateCodeRepositoryOutput{}
	req = c.newRequest(op, input, output)
	return
}

// UpdateCodeRepository API operation for Amazon SageMaker Service.
//
// Updates the specified Git repository with the specified values.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation UpdateCodeRepository for usage and error information.
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateCodeRepository
func (c *SageMaker) UpdateCodeRepository(input *UpdateCodeRepositoryInput) (*UpdateCodeRepositoryOutput, error) {
	req, out := c.UpdateCodeRepositoryRequest(input)
	return out, req.Send()
}

// UpdateCodeRepositoryWithContext is the same as UpdateCodeRepository with the addition of
// the ability to pass a context and additional request options.
//
// See UpdateCodeRepository for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) UpdateCodeRepositoryWithContext(ctx aws.Context, input *UpdateCodeRepositoryInput, opts ...request.Option) (*UpdateCodeRepositoryOutput, error) {
	req, out := c.UpdateCodeRepositoryRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opUpdateEndpoint = "UpdateEndpoint"

// UpdateEndpointRequest generates a "aws/request.Request" representing the
// client's request for the UpdateEndpoint operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See UpdateEndpoint for more information on using the UpdateEndpoint
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the UpdateEndpointRequest method.
//    req, resp := client.UpdateEndpointRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint
func (c *SageMaker) UpdateEndpointRequest(input *UpdateEndpointInput) (req *request.Request, output *UpdateEndpointOutput) {
	op := &request.Operation{
		Name:       opUpdateEndpoint,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &UpdateEndpointInput{}
	}

	output = &UpdateEndpointOutput{}
	req = c.newRequest(op, input, output)
	return
}

// UpdateEndpoint API operation for Amazon SageMaker Service.
//
// Deploys the new EndpointConfig specified in the request, switches to using
// newly created endpoint, and then deletes resources provisioned for the endpoint
// using the previous EndpointConfig (there is no availability loss).
//
// When Amazon SageMaker receives the request, it sets the endpoint status to
// Updating. After updating the endpoint, it sets the status to InService. To
// check the status of an endpoint, use the DescribeEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html)
// API.
//
// You must not delete an EndpointConfig in use by an endpoint that is live
// or while the UpdateEndpoint or CreateEndpoint operations are being performed
// on the endpoint. To update an endpoint, you must create a new EndpointConfig.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation UpdateEndpoint for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint
func (c *SageMaker) UpdateEndpoint(input *UpdateEndpointInput) (*UpdateEndpointOutput, error) {
	req, out := c.UpdateEndpointRequest(input)
	return out, req.Send()
}

// UpdateEndpointWithContext is the same as UpdateEndpoint with the addition of
// the ability to pass a context and additional request options.
//
// See UpdateEndpoint for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) UpdateEndpointWithContext(ctx aws.Context, input *UpdateEndpointInput, opts ...request.Option) (*UpdateEndpointOutput, error) {
	req, out := c.UpdateEndpointRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opUpdateEndpointWeightsAndCapacities = "UpdateEndpointWeightsAndCapacities"

// UpdateEndpointWeightsAndCapacitiesRequest generates a "aws/request.Request" representing the
// client's request for the UpdateEndpointWeightsAndCapacities operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See UpdateEndpointWeightsAndCapacities for more information on using the UpdateEndpointWeightsAndCapacities
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the UpdateEndpointWeightsAndCapacitiesRequest method.
//    req, resp := client.UpdateEndpointWeightsAndCapacitiesRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities
func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesRequest(input *UpdateEndpointWeightsAndCapacitiesInput) (req *request.Request, output *UpdateEndpointWeightsAndCapacitiesOutput) {
	op := &request.Operation{
		Name:       opUpdateEndpointWeightsAndCapacities,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &UpdateEndpointWeightsAndCapacitiesInput{}
	}

	output = &UpdateEndpointWeightsAndCapacitiesOutput{}
	req = c.newRequest(op, input, output)
	return
}

// UpdateEndpointWeightsAndCapacities API operation for Amazon SageMaker Service.
//
// Updates variant weight of one or more variants associated with an existing
// endpoint, or capacity of one variant associated with an existing endpoint.
// When it receives the request, Amazon SageMaker sets the endpoint status to
// Updating. After updating the endpoint, it sets the status to InService. To
// check the status of an endpoint, use the DescribeEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html)
// API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation UpdateEndpointWeightsAndCapacities for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities
func (c *SageMaker) UpdateEndpointWeightsAndCapacities(input *UpdateEndpointWeightsAndCapacitiesInput) (*UpdateEndpointWeightsAndCapacitiesOutput, error) {
	req, out := c.UpdateEndpointWeightsAndCapacitiesRequest(input)
	return out, req.Send()
}

// UpdateEndpointWeightsAndCapacitiesWithContext is the same as UpdateEndpointWeightsAndCapacities with the addition of
// the ability to pass a context and additional request options.
//
// See UpdateEndpointWeightsAndCapacities for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesWithContext(ctx aws.Context, input *UpdateEndpointWeightsAndCapacitiesInput, opts ...request.Option) (*UpdateEndpointWeightsAndCapacitiesOutput, error) {
	req, out := c.UpdateEndpointWeightsAndCapacitiesRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opUpdateNotebookInstance = "UpdateNotebookInstance"

// UpdateNotebookInstanceRequest generates a "aws/request.Request" representing the
// client's request for the UpdateNotebookInstance operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See UpdateNotebookInstance for more information on using the UpdateNotebookInstance
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the UpdateNotebookInstanceRequest method.
//    req, resp := client.UpdateNotebookInstanceRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance
func (c *SageMaker) UpdateNotebookInstanceRequest(input *UpdateNotebookInstanceInput) (req *request.Request, output *UpdateNotebookInstanceOutput) {
	op := &request.Operation{
		Name:       opUpdateNotebookInstance,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &UpdateNotebookInstanceInput{}
	}

	output = &UpdateNotebookInstanceOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// UpdateNotebookInstance API operation for Amazon SageMaker Service.
//
// Updates a notebook instance. NotebookInstance updates include upgrading or
// downgrading the ML compute instance used for your notebook instance to accommodate
// changes in your workload requirements.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation UpdateNotebookInstance for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance
func (c *SageMaker) UpdateNotebookInstance(input *UpdateNotebookInstanceInput) (*UpdateNotebookInstanceOutput, error) {
	req, out := c.UpdateNotebookInstanceRequest(input)
	return out, req.Send()
}

// UpdateNotebookInstanceWithContext is the same as UpdateNotebookInstance with the addition of
// the ability to pass a context and additional request options.
//
// See UpdateNotebookInstance for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) UpdateNotebookInstanceWithContext(ctx aws.Context, input *UpdateNotebookInstanceInput, opts ...request.Option) (*UpdateNotebookInstanceOutput, error) {
	req, out := c.UpdateNotebookInstanceRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opUpdateNotebookInstanceLifecycleConfig = "UpdateNotebookInstanceLifecycleConfig"

// UpdateNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the
// client's request for the UpdateNotebookInstanceLifecycleConfig operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See UpdateNotebookInstanceLifecycleConfig for more information on using the UpdateNotebookInstanceLifecycleConfig
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the UpdateNotebookInstanceLifecycleConfigRequest method.
//    req, resp := client.UpdateNotebookInstanceLifecycleConfigRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig
func (c *SageMaker) UpdateNotebookInstanceLifecycleConfigRequest(input *UpdateNotebookInstanceLifecycleConfigInput) (req *request.Request, output *UpdateNotebookInstanceLifecycleConfigOutput) {
	op := &request.Operation{
		Name:       opUpdateNotebookInstanceLifecycleConfig,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &UpdateNotebookInstanceLifecycleConfigInput{}
	}

	output = &UpdateNotebookInstanceLifecycleConfigOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// UpdateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.
//
// Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig
// API.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation UpdateNotebookInstanceLifecycleConfig for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig
func (c *SageMaker) UpdateNotebookInstanceLifecycleConfig(input *UpdateNotebookInstanceLifecycleConfigInput) (*UpdateNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.UpdateNotebookInstanceLifecycleConfigRequest(input)
	return out, req.Send()
}

// UpdateNotebookInstanceLifecycleConfigWithContext is the same as UpdateNotebookInstanceLifecycleConfig with the addition of
// the ability to pass a context and additional request options.
//
// See UpdateNotebookInstanceLifecycleConfig for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) UpdateNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *UpdateNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*UpdateNotebookInstanceLifecycleConfigOutput, error) {
	req, out := c.UpdateNotebookInstanceLifecycleConfigRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opUpdateWorkteam = "UpdateWorkteam"

// UpdateWorkteamRequest generates a "aws/request.Request" representing the
// client's request for the UpdateWorkteam operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See UpdateWorkteam for more information on using the UpdateWorkteam
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//
//    // Example sending a request using the UpdateWorkteamRequest method.
//    req, resp := client.UpdateWorkteamRequest(params)
//
//    err := req.Send()
//    if err == nil { // resp is now filled
//        fmt.Println(resp)
//    }
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkteam
func (c *SageMaker) UpdateWorkteamRequest(input *UpdateWorkteamInput) (req *request.Request, output *UpdateWorkteamOutput) {
	op := &request.Operation{
		Name:       opUpdateWorkteam,
		HTTPMethod: "POST",
		HTTPPath:   "/",
	}

	if input == nil {
		input = &UpdateWorkteamInput{}
	}

	output = &UpdateWorkteamOutput{}
	req = c.newRequest(op, input, output)
	return
}

// UpdateWorkteam API operation for Amazon SageMaker Service.
//
// Updates an existing work team with new member definitions or description.
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon SageMaker Service's
// API operation UpdateWorkteam for usage and error information.
//
// Returned Error Codes:
//   * ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
//   You have exceeded an Amazon SageMaker resource limit. For example, you might
//   have too many training jobs created.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkteam
func (c *SageMaker) UpdateWorkteam(input *UpdateWorkteamInput) (*UpdateWorkteamOutput, error) {
	req, out := c.UpdateWorkteamRequest(input)
	return out, req.Send()
}

// UpdateWorkteamWithContext is the same as UpdateWorkteam with the addition of
// the ability to pass a context and additional request options.
//
// See UpdateWorkteam for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *SageMaker) UpdateWorkteamWithContext(ctx aws.Context, input *UpdateWorkteamInput, opts ...request.Option) (*UpdateWorkteamOutput, error) {
	req, out := c.UpdateWorkteamRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

type AddTagsInput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the resource that you want to tag.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`

	// An array of Tag objects. Each tag is a key-value pair. Only the key parameter
	// is required. If you don't specify a value, Amazon SageMaker sets the value
	// to an empty string.
	//
	// Tags is a required field
	Tags []*Tag `type:"list" required:"true"`
}

// String returns the string representation
func (s AddTagsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AddTagsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *AddTagsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "AddTagsInput"}
	if s.ResourceArn == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceArn"))
	}
	if s.Tags == nil {
		invalidParams.Add(request.NewErrParamRequired("Tags"))
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetResourceArn sets the ResourceArn field's value.
func (s *AddTagsInput) SetResourceArn(v string) *AddTagsInput {
	s.ResourceArn = &v
	return s
}

// SetTags sets the Tags field's value.
func (s *AddTagsInput) SetTags(v []*Tag) *AddTagsInput {
	s.Tags = v
	return s
}

type AddTagsOutput struct {
	_ struct{} `type:"structure"`

	// A list of tags associated with the Amazon SageMaker resource.
	Tags []*Tag `type:"list"`
}

// String returns the string representation
func (s AddTagsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AddTagsOutput) GoString() string {
	return s.String()
}

// SetTags sets the Tags field's value.
func (s *AddTagsOutput) SetTags(v []*Tag) *AddTagsOutput {
	s.Tags = v
	return s
}

// Specifies the training algorithm to use in a CreateTrainingJob (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateTrainingJob.html)
// request.
//
// For more information about algorithms provided by Amazon SageMaker, see Algorithms
// (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). For information
// about using your own algorithms, see Using Your Own Algorithms with Amazon
// SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
type AlgorithmSpecification struct {
	_ struct{} `type:"structure"`

	// The name of the algorithm resource to use for the training job. This must
	// be an algorithm resource that you created or subscribe to on AWS Marketplace.
	// If you specify a value for this parameter, you can't specify a value for
	// TrainingImage.
	AlgorithmName *string `min:"1" type:"string"`

	// A list of metric definition objects. Each object specifies the metric name
	// and regular expressions used to parse algorithm logs. Amazon SageMaker publishes
	// each metric to Amazon CloudWatch.
	MetricDefinitions []*MetricDefinition `type:"list"`

	// The registry path of the Docker image that contains the training algorithm.
	// For information about docker registry paths for built-in algorithms, see
	// Algorithms Provided by Amazon SageMaker: Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	// Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest]
	// image path formats. For more information, see Using Your Own Algorithms with
	// Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	TrainingImage *string `type:"string"`

	// The input mode that the algorithm supports. For the input modes that Amazon
	// SageMaker algorithms support, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	// If an algorithm supports the File input mode, Amazon SageMaker downloads
	// the training data from S3 to the provisioned ML storage Volume, and mounts
	// the directory to docker volume for training container. If an algorithm supports
	// the Pipe input mode, Amazon SageMaker streams data directly from S3 to the
	// container.
	//
	// In File mode, make sure you provision ML storage volume with sufficient capacity
	// to accommodate the data download from S3. In addition to the training data,
	// the ML storage volume also stores the output model. The algorithm container
	// use ML storage volume to also store intermediate information, if any.
	//
	// For distributed algorithms using File mode, training data is distributed
	// uniformly, and your training duration is predictable if the input data objects
	// size is approximately same. Amazon SageMaker does not split the files any
	// further for model training. If the object sizes are skewed, training won't
	// be optimal as the data distribution is also skewed where one host in a training
	// cluster is overloaded, thus becoming bottleneck in training.
	//
	// TrainingInputMode is a required field
	TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
}

// String returns the string representation
func (s AlgorithmSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AlgorithmSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *AlgorithmSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "AlgorithmSpecification"}
	if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1))
	}
	if s.TrainingInputMode == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingInputMode"))
	}
	if s.MetricDefinitions != nil {
		for i, v := range s.MetricDefinitions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricDefinitions", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *AlgorithmSpecification) SetAlgorithmName(v string) *AlgorithmSpecification {
	s.AlgorithmName = &v
	return s
}

// SetMetricDefinitions sets the MetricDefinitions field's value.
func (s *AlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *AlgorithmSpecification {
	s.MetricDefinitions = v
	return s
}

// SetTrainingImage sets the TrainingImage field's value.
func (s *AlgorithmSpecification) SetTrainingImage(v string) *AlgorithmSpecification {
	s.TrainingImage = &v
	return s
}

// SetTrainingInputMode sets the TrainingInputMode field's value.
func (s *AlgorithmSpecification) SetTrainingInputMode(v string) *AlgorithmSpecification {
	s.TrainingInputMode = &v
	return s
}

// Specifies the validation and image scan statuses of the algorithm.
type AlgorithmStatusDetails struct {
	_ struct{} `type:"structure"`

	// The status of the scan of the algorithm's Docker image container.
	ImageScanStatuses []*AlgorithmStatusItem `type:"list"`

	// The status of algorithm validation.
	ValidationStatuses []*AlgorithmStatusItem `type:"list"`
}

// String returns the string representation
func (s AlgorithmStatusDetails) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AlgorithmStatusDetails) GoString() string {
	return s.String()
}

// SetImageScanStatuses sets the ImageScanStatuses field's value.
func (s *AlgorithmStatusDetails) SetImageScanStatuses(v []*AlgorithmStatusItem) *AlgorithmStatusDetails {
	s.ImageScanStatuses = v
	return s
}

// SetValidationStatuses sets the ValidationStatuses field's value.
func (s *AlgorithmStatusDetails) SetValidationStatuses(v []*AlgorithmStatusItem) *AlgorithmStatusDetails {
	s.ValidationStatuses = v
	return s
}

// Represents the overall status of an algorithm.
type AlgorithmStatusItem struct {
	_ struct{} `type:"structure"`

	// if the overall status is Failed, the reason for the failure.
	FailureReason *string `type:"string"`

	// The name of the algorithm for which the overall status is being reported.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// The current status.
	//
	// Status is a required field
	Status *string `type:"string" required:"true" enum:"DetailedAlgorithmStatus"`
}

// String returns the string representation
func (s AlgorithmStatusItem) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AlgorithmStatusItem) GoString() string {
	return s.String()
}

// SetFailureReason sets the FailureReason field's value.
func (s *AlgorithmStatusItem) SetFailureReason(v string) *AlgorithmStatusItem {
	s.FailureReason = &v
	return s
}

// SetName sets the Name field's value.
func (s *AlgorithmStatusItem) SetName(v string) *AlgorithmStatusItem {
	s.Name = &v
	return s
}

// SetStatus sets the Status field's value.
func (s *AlgorithmStatusItem) SetStatus(v string) *AlgorithmStatusItem {
	s.Status = &v
	return s
}

// Provides summary information about an algorithm.
type AlgorithmSummary struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the algorithm.
	//
	// AlgorithmArn is a required field
	AlgorithmArn *string `min:"1" type:"string" required:"true"`

	// A brief description of the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm that is described by the summary.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// The overall status of the algorithm.
	//
	// AlgorithmStatus is a required field
	AlgorithmStatus *string `type:"string" required:"true" enum:"AlgorithmStatus"`

	// A timestamp that shows when the algorithm was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`
}

// String returns the string representation
func (s AlgorithmSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AlgorithmSummary) GoString() string {
	return s.String()
}

// SetAlgorithmArn sets the AlgorithmArn field's value.
func (s *AlgorithmSummary) SetAlgorithmArn(v string) *AlgorithmSummary {
	s.AlgorithmArn = &v
	return s
}

// SetAlgorithmDescription sets the AlgorithmDescription field's value.
func (s *AlgorithmSummary) SetAlgorithmDescription(v string) *AlgorithmSummary {
	s.AlgorithmDescription = &v
	return s
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *AlgorithmSummary) SetAlgorithmName(v string) *AlgorithmSummary {
	s.AlgorithmName = &v
	return s
}

// SetAlgorithmStatus sets the AlgorithmStatus field's value.
func (s *AlgorithmSummary) SetAlgorithmStatus(v string) *AlgorithmSummary {
	s.AlgorithmStatus = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *AlgorithmSummary) SetCreationTime(v time.Time) *AlgorithmSummary {
	s.CreationTime = &v
	return s
}

// Defines a training job and a batch transform job that Amazon SageMaker runs
// to validate your algorithm.
//
// The data provided in the validation profile is made available to your buyers
// on AWS Marketplace.
type AlgorithmValidationProfile struct {
	_ struct{} `type:"structure"`

	// The name of the profile for the algorithm. The name must have 1 to 63 characters.
	// Valid characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// ProfileName is a required field
	ProfileName *string `min:"1" type:"string" required:"true"`

	// The TrainingJobDefinition object that describes the training job that Amazon
	// SageMaker runs to validate your algorithm.
	//
	// TrainingJobDefinition is a required field
	TrainingJobDefinition *TrainingJobDefinition `type:"structure" required:"true"`

	// The TransformJobDefinition object that describes the transform job that Amazon
	// SageMaker runs to validate your algorithm.
	TransformJobDefinition *TransformJobDefinition `type:"structure"`
}

// String returns the string representation
func (s AlgorithmValidationProfile) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AlgorithmValidationProfile) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *AlgorithmValidationProfile) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "AlgorithmValidationProfile"}
	if s.ProfileName == nil {
		invalidParams.Add(request.NewErrParamRequired("ProfileName"))
	}
	if s.ProfileName != nil && len(*s.ProfileName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ProfileName", 1))
	}
	if s.TrainingJobDefinition == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingJobDefinition"))
	}
	if s.TrainingJobDefinition != nil {
		if err := s.TrainingJobDefinition.Validate(); err != nil {
			invalidParams.AddNested("TrainingJobDefinition", err.(request.ErrInvalidParams))
		}
	}
	if s.TransformJobDefinition != nil {
		if err := s.TransformJobDefinition.Validate(); err != nil {
			invalidParams.AddNested("TransformJobDefinition", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetProfileName sets the ProfileName field's value.
func (s *AlgorithmValidationProfile) SetProfileName(v string) *AlgorithmValidationProfile {
	s.ProfileName = &v
	return s
}

// SetTrainingJobDefinition sets the TrainingJobDefinition field's value.
func (s *AlgorithmValidationProfile) SetTrainingJobDefinition(v *TrainingJobDefinition) *AlgorithmValidationProfile {
	s.TrainingJobDefinition = v
	return s
}

// SetTransformJobDefinition sets the TransformJobDefinition field's value.
func (s *AlgorithmValidationProfile) SetTransformJobDefinition(v *TransformJobDefinition) *AlgorithmValidationProfile {
	s.TransformJobDefinition = v
	return s
}

// Specifies configurations for one or more training jobs that Amazon SageMaker
// runs to test the algorithm.
type AlgorithmValidationSpecification struct {
	_ struct{} `type:"structure"`

	// An array of AlgorithmValidationProfile objects, each of which specifies a
	// training job and batch transform job that Amazon SageMaker runs to validate
	// your algorithm.
	//
	// ValidationProfiles is a required field
	ValidationProfiles []*AlgorithmValidationProfile `min:"1" type:"list" required:"true"`

	// The IAM roles that Amazon SageMaker uses to run the training jobs.
	//
	// ValidationRole is a required field
	ValidationRole *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s AlgorithmValidationSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AlgorithmValidationSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *AlgorithmValidationSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "AlgorithmValidationSpecification"}
	if s.ValidationProfiles == nil {
		invalidParams.Add(request.NewErrParamRequired("ValidationProfiles"))
	}
	if s.ValidationProfiles != nil && len(s.ValidationProfiles) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ValidationProfiles", 1))
	}
	if s.ValidationRole == nil {
		invalidParams.Add(request.NewErrParamRequired("ValidationRole"))
	}
	if s.ValidationRole != nil && len(*s.ValidationRole) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("ValidationRole", 20))
	}
	if s.ValidationProfiles != nil {
		for i, v := range s.ValidationProfiles {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ValidationProfiles", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetValidationProfiles sets the ValidationProfiles field's value.
func (s *AlgorithmValidationSpecification) SetValidationProfiles(v []*AlgorithmValidationProfile) *AlgorithmValidationSpecification {
	s.ValidationProfiles = v
	return s
}

// SetValidationRole sets the ValidationRole field's value.
func (s *AlgorithmValidationSpecification) SetValidationRole(v string) *AlgorithmValidationSpecification {
	s.ValidationRole = &v
	return s
}

// Configures how labels are consolidated across human workers.
type AnnotationConsolidationConfig struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of a Lambda function implements the logic
	// for annotation consolidation.
	//
	// For the built-in bounding box, image classification, semantic segmentation,
	// and text classification task types, Amazon SageMaker Ground Truth provides
	// the following Lambda functions:
	//
	//    * Bounding box - Finds the most similar boxes from different workers based
	//    on the Jaccard index of the boxes. arn:aws:lambda:us-east-1:432418664414:function:ACS-BoundingBox
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-BoundingBox arn:aws:lambda:us-west-2:081040173940:function:ACS-BoundingBox
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-BoundingBox arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-BoundingBox
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-BoundingBox arn:aws:lambda:ap-south-1:565803892007:function:ACS-BoundingBox
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-BoundingBox arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-BoundingBox
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-BoundingBox arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-BoundingBox
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-BoundingBox
	//
	//    * Image classification - Uses a variant of the Expectation Maximization
	//    approach to estimate the true class of an image based on annotations from
	//    individual workers. arn:aws:lambda:us-east-1:432418664414:function:ACS-ImageMultiClass
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClass arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClass
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClass arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClass
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClass
	//
	//    * Semantic segmentation - Treats each pixel in an image as a multi-class
	//    classification and treats pixel annotations from workers as "votes" for
	//    the correct label. arn:aws:lambda:us-east-1:432418664414:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-SemanticSegmentation
	//
	//    * Text classification - Uses a variant of the Expectation Maximization
	//    approach to estimate the true class of text based on annotations from
	//    individual workers. arn:aws:lambda:us-east-1:432418664414:function:ACS-TextMultiClass
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClass arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClass
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClass arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClass
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClass
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClass
	//
	//    * Named entity eecognition - Groups similar selections and calculates
	//    aggregate boundaries, resolving to most-assigned label. arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-NamedEntityRecognition
	//
	// For more information, see Annotation Consolidation (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html).
	//
	// AnnotationConsolidationLambdaArn is a required field
	AnnotationConsolidationLambdaArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s AnnotationConsolidationConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s AnnotationConsolidationConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *AnnotationConsolidationConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "AnnotationConsolidationConfig"}
	if s.AnnotationConsolidationLambdaArn == nil {
		invalidParams.Add(request.NewErrParamRequired("AnnotationConsolidationLambdaArn"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAnnotationConsolidationLambdaArn sets the AnnotationConsolidationLambdaArn field's value.
func (s *AnnotationConsolidationConfig) SetAnnotationConsolidationLambdaArn(v string) *AnnotationConsolidationConfig {
	s.AnnotationConsolidationLambdaArn = &v
	return s
}

// A list of categorical hyperparameters to tune.
type CategoricalParameterRange struct {
	_ struct{} `type:"structure"`

	// The name of the categorical hyperparameter to tune.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`

	// A list of the categories for the hyperparameter.
	//
	// Values is a required field
	Values []*string `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s CategoricalParameterRange) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CategoricalParameterRange) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CategoricalParameterRange) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CategoricalParameterRange"}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}
	if s.Values == nil {
		invalidParams.Add(request.NewErrParamRequired("Values"))
	}
	if s.Values != nil && len(s.Values) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Values", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetName sets the Name field's value.
func (s *CategoricalParameterRange) SetName(v string) *CategoricalParameterRange {
	s.Name = &v
	return s
}

// SetValues sets the Values field's value.
func (s *CategoricalParameterRange) SetValues(v []*string) *CategoricalParameterRange {
	s.Values = v
	return s
}

// Defines the possible values for a categorical hyperparameter.
type CategoricalParameterRangeSpecification struct {
	_ struct{} `type:"structure"`

	// The allowed categories for the hyperparameter.
	//
	// Values is a required field
	Values []*string `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s CategoricalParameterRangeSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CategoricalParameterRangeSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CategoricalParameterRangeSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CategoricalParameterRangeSpecification"}
	if s.Values == nil {
		invalidParams.Add(request.NewErrParamRequired("Values"))
	}
	if s.Values != nil && len(s.Values) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Values", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetValues sets the Values field's value.
func (s *CategoricalParameterRangeSpecification) SetValues(v []*string) *CategoricalParameterRangeSpecification {
	s.Values = v
	return s
}

// A channel is a named input source that training algorithms can consume.
type Channel struct {
	_ struct{} `type:"structure"`

	// The name of the channel.
	//
	// ChannelName is a required field
	ChannelName *string `min:"1" type:"string" required:"true"`

	// If training data is compressed, the compression type. The default value is
	// None. CompressionType is used only in Pipe input mode. In File mode, leave
	// this field unset or set it to None.
	CompressionType *string `type:"string" enum:"CompressionType"`

	// The MIME type of the data.
	ContentType *string `type:"string"`

	// The location of the channel data.
	//
	// DataSource is a required field
	DataSource *DataSource `type:"structure" required:"true"`

	// (Optional) The input mode to use for the data channel in a training job.
	// If you don't set a value for InputMode, Amazon SageMaker uses the value set
	// for TrainingInputMode. Use this parameter to override the TrainingInputMode
	// setting in a AlgorithmSpecification request when you have a channel that
	// needs a different input mode from the training job's general setting. To
	// download the data from Amazon Simple Storage Service (Amazon S3) to the provisioned
	// ML storage volume, and mount the directory to a Docker volume, use File input
	// mode. To stream data directly from Amazon S3 to the container, choose Pipe
	// input mode.
	//
	// To use a model for incremental training, choose File input model.
	InputMode *string `type:"string" enum:"TrainingInputMode"`

	// Specify RecordIO as the value when input data is in raw format but the training
	// algorithm requires the RecordIO format. In this case, Amazon SageMaker wraps
	// each individual S3 object in a RecordIO record. If the input data is already
	// in RecordIO format, you don't need to set this attribute. For more information,
	// see Create a Dataset Using RecordIO (https://mxnet.incubator.apache.org/architecture/note_data_loading.html#data-format).
	//
	// In File mode, leave this field unset or set it to None.
	RecordWrapperType *string `type:"string" enum:"RecordWrapper"`

	// A configuration for a shuffle option for input data in a channel. If you
	// use S3Prefix for S3DataType, this shuffles the results of the S3 key prefix
	// matches. If you use ManifestFile, the order of the S3 object references in
	// the ManifestFile is shuffled. If you use AugmentedManifestFile, the order
	// of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling
	// order is determined using the Seed value.
	//
	// For Pipe input mode, shuffling is done at the start of every epoch. With
	// large datasets this ensures that the order of the training data is different
	// for each epoch, it helps reduce bias and possible overfitting. In a multi-node
	// training job when ShuffleConfig is combined with S3DataDistributionType of
	// ShardedByS3Key, the data is shuffled across nodes so that the content sent
	// to a particular node on the first epoch might be sent to a different node
	// on the second epoch.
	ShuffleConfig *ShuffleConfig `type:"structure"`
}

// String returns the string representation
func (s Channel) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s Channel) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *Channel) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "Channel"}
	if s.ChannelName == nil {
		invalidParams.Add(request.NewErrParamRequired("ChannelName"))
	}
	if s.ChannelName != nil && len(*s.ChannelName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ChannelName", 1))
	}
	if s.DataSource == nil {
		invalidParams.Add(request.NewErrParamRequired("DataSource"))
	}
	if s.DataSource != nil {
		if err := s.DataSource.Validate(); err != nil {
			invalidParams.AddNested("DataSource", err.(request.ErrInvalidParams))
		}
	}
	if s.ShuffleConfig != nil {
		if err := s.ShuffleConfig.Validate(); err != nil {
			invalidParams.AddNested("ShuffleConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetChannelName sets the ChannelName field's value.
func (s *Channel) SetChannelName(v string) *Channel {
	s.ChannelName = &v
	return s
}

// SetCompressionType sets the CompressionType field's value.
func (s *Channel) SetCompressionType(v string) *Channel {
	s.CompressionType = &v
	return s
}

// SetContentType sets the ContentType field's value.
func (s *Channel) SetContentType(v string) *Channel {
	s.ContentType = &v
	return s
}

// SetDataSource sets the DataSource field's value.
func (s *Channel) SetDataSource(v *DataSource) *Channel {
	s.DataSource = v
	return s
}

// SetInputMode sets the InputMode field's value.
func (s *Channel) SetInputMode(v string) *Channel {
	s.InputMode = &v
	return s
}

// SetRecordWrapperType sets the RecordWrapperType field's value.
func (s *Channel) SetRecordWrapperType(v string) *Channel {
	s.RecordWrapperType = &v
	return s
}

// SetShuffleConfig sets the ShuffleConfig field's value.
func (s *Channel) SetShuffleConfig(v *ShuffleConfig) *Channel {
	s.ShuffleConfig = v
	return s
}

// Defines a named input source, called a channel, to be used by an algorithm.
type ChannelSpecification struct {
	_ struct{} `type:"structure"`

	// A brief description of the channel.
	Description *string `type:"string"`

	// Indicates whether the channel is required by the algorithm.
	IsRequired *bool `type:"boolean"`

	// The name of the channel.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// The allowed compression types, if data compression is used.
	SupportedCompressionTypes []*string `type:"list"`

	// The supported MIME types for the data.
	//
	// SupportedContentTypes is a required field
	SupportedContentTypes []*string `type:"list" required:"true"`

	// The allowed input mode, either FILE or PIPE.
	//
	// In FILE mode, Amazon SageMaker copies the data from the input source onto
	// the local Amazon Elastic Block Store (Amazon EBS) volumes before starting
	// your training algorithm. This is the most commonly used input mode.
	//
	// In PIPE mode, Amazon SageMaker streams input data from the source directly
	// to your algorithm without using the EBS volume.
	//
	// SupportedInputModes is a required field
	SupportedInputModes []*string `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s ChannelSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ChannelSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ChannelSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ChannelSpecification"}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}
	if s.Name != nil && len(*s.Name) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Name", 1))
	}
	if s.SupportedContentTypes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedContentTypes"))
	}
	if s.SupportedInputModes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedInputModes"))
	}
	if s.SupportedInputModes != nil && len(s.SupportedInputModes) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SupportedInputModes", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDescription sets the Description field's value.
func (s *ChannelSpecification) SetDescription(v string) *ChannelSpecification {
	s.Description = &v
	return s
}

// SetIsRequired sets the IsRequired field's value.
func (s *ChannelSpecification) SetIsRequired(v bool) *ChannelSpecification {
	s.IsRequired = &v
	return s
}

// SetName sets the Name field's value.
func (s *ChannelSpecification) SetName(v string) *ChannelSpecification {
	s.Name = &v
	return s
}

// SetSupportedCompressionTypes sets the SupportedCompressionTypes field's value.
func (s *ChannelSpecification) SetSupportedCompressionTypes(v []*string) *ChannelSpecification {
	s.SupportedCompressionTypes = v
	return s
}

// SetSupportedContentTypes sets the SupportedContentTypes field's value.
func (s *ChannelSpecification) SetSupportedContentTypes(v []*string) *ChannelSpecification {
	s.SupportedContentTypes = v
	return s
}

// SetSupportedInputModes sets the SupportedInputModes field's value.
func (s *ChannelSpecification) SetSupportedInputModes(v []*string) *ChannelSpecification {
	s.SupportedInputModes = v
	return s
}

// Contains information about the output location for managed spot training
// checkpoint data.
type CheckpointConfig struct {
	_ struct{} `type:"structure"`

	// (Optional) The local directory where checkpoints are written. The default
	// directory is /opt/ml/checkpoints/.
	LocalPath *string `type:"string"`

	// Identifies the S3 path where you want Amazon SageMaker to store checkpoints.
	// For example, s3://bucket-name/key-name-prefix.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s CheckpointConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CheckpointConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CheckpointConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CheckpointConfig"}
	if s.S3Uri == nil {
		invalidParams.Add(request.NewErrParamRequired("S3Uri"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetLocalPath sets the LocalPath field's value.
func (s *CheckpointConfig) SetLocalPath(v string) *CheckpointConfig {
	s.LocalPath = &v
	return s
}

// SetS3Uri sets the S3Uri field's value.
func (s *CheckpointConfig) SetS3Uri(v string) *CheckpointConfig {
	s.S3Uri = &v
	return s
}

// Specifies summary information about a Git repository.
type CodeRepositorySummary struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the Git repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`

	// The name of the Git repository.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// The date and time that the Git repository was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Configuration details for the Git repository, including the URL where it
	// is located and the ARN of the AWS Secrets Manager secret that contains the
	// credentials used to access the repository.
	GitConfig *GitConfig `type:"structure"`

	// The date and time that the Git repository was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
}

// String returns the string representation
func (s CodeRepositorySummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CodeRepositorySummary) GoString() string {
	return s.String()
}

// SetCodeRepositoryArn sets the CodeRepositoryArn field's value.
func (s *CodeRepositorySummary) SetCodeRepositoryArn(v string) *CodeRepositorySummary {
	s.CodeRepositoryArn = &v
	return s
}

// SetCodeRepositoryName sets the CodeRepositoryName field's value.
func (s *CodeRepositorySummary) SetCodeRepositoryName(v string) *CodeRepositorySummary {
	s.CodeRepositoryName = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *CodeRepositorySummary) SetCreationTime(v time.Time) *CodeRepositorySummary {
	s.CreationTime = &v
	return s
}

// SetGitConfig sets the GitConfig field's value.
func (s *CodeRepositorySummary) SetGitConfig(v *GitConfig) *CodeRepositorySummary {
	s.GitConfig = v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *CodeRepositorySummary) SetLastModifiedTime(v time.Time) *CodeRepositorySummary {
	s.LastModifiedTime = &v
	return s
}

// Identifies a Amazon Cognito user group. A user group can be used in on or
// more work teams.
type CognitoMemberDefinition struct {
	_ struct{} `type:"structure"`

	// An identifier for an application client. You must create the app client ID
	// using Amazon Cognito.
	//
	// ClientId is a required field
	ClientId *string `min:"1" type:"string" required:"true"`

	// An identifier for a user group.
	//
	// UserGroup is a required field
	UserGroup *string `min:"1" type:"string" required:"true"`

	// An identifier for a user pool. The user pool must be in the same region as
	// the service that you are calling.
	//
	// UserPool is a required field
	UserPool *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s CognitoMemberDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CognitoMemberDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CognitoMemberDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CognitoMemberDefinition"}
	if s.ClientId == nil {
		invalidParams.Add(request.NewErrParamRequired("ClientId"))
	}
	if s.ClientId != nil && len(*s.ClientId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ClientId", 1))
	}
	if s.UserGroup == nil {
		invalidParams.Add(request.NewErrParamRequired("UserGroup"))
	}
	if s.UserGroup != nil && len(*s.UserGroup) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("UserGroup", 1))
	}
	if s.UserPool == nil {
		invalidParams.Add(request.NewErrParamRequired("UserPool"))
	}
	if s.UserPool != nil && len(*s.UserPool) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("UserPool", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetClientId sets the ClientId field's value.
func (s *CognitoMemberDefinition) SetClientId(v string) *CognitoMemberDefinition {
	s.ClientId = &v
	return s
}

// SetUserGroup sets the UserGroup field's value.
func (s *CognitoMemberDefinition) SetUserGroup(v string) *CognitoMemberDefinition {
	s.UserGroup = &v
	return s
}

// SetUserPool sets the UserPool field's value.
func (s *CognitoMemberDefinition) SetUserPool(v string) *CognitoMemberDefinition {
	s.UserPool = &v
	return s
}

// A summary of a model compilation job.
type CompilationJobSummary struct {
	_ struct{} `type:"structure"`

	// The time when the model compilation job completed.
	CompilationEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the model compilation job.
	//
	// CompilationJobArn is a required field
	CompilationJobArn *string `type:"string" required:"true"`

	// The name of the model compilation job that you want a summary for.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`

	// The status of the model compilation job.
	//
	// CompilationJobStatus is a required field
	CompilationJobStatus *string `type:"string" required:"true" enum:"CompilationJobStatus"`

	// The time when the model compilation job started.
	CompilationStartTime *time.Time `type:"timestamp"`

	// The type of device that the model will run on after compilation has completed.
	//
	// CompilationTargetDevice is a required field
	CompilationTargetDevice *string `type:"string" required:"true" enum:"TargetDevice"`

	// The time when the model compilation job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The time when the model compilation job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`
}

// String returns the string representation
func (s CompilationJobSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CompilationJobSummary) GoString() string {
	return s.String()
}

// SetCompilationEndTime sets the CompilationEndTime field's value.
func (s *CompilationJobSummary) SetCompilationEndTime(v time.Time) *CompilationJobSummary {
	s.CompilationEndTime = &v
	return s
}

// SetCompilationJobArn sets the CompilationJobArn field's value.
func (s *CompilationJobSummary) SetCompilationJobArn(v string) *CompilationJobSummary {
	s.CompilationJobArn = &v
	return s
}

// SetCompilationJobName sets the CompilationJobName field's value.
func (s *CompilationJobSummary) SetCompilationJobName(v string) *CompilationJobSummary {
	s.CompilationJobName = &v
	return s
}

// SetCompilationJobStatus sets the CompilationJobStatus field's value.
func (s *CompilationJobSummary) SetCompilationJobStatus(v string) *CompilationJobSummary {
	s.CompilationJobStatus = &v
	return s
}

// SetCompilationStartTime sets the CompilationStartTime field's value.
func (s *CompilationJobSummary) SetCompilationStartTime(v time.Time) *CompilationJobSummary {
	s.CompilationStartTime = &v
	return s
}

// SetCompilationTargetDevice sets the CompilationTargetDevice field's value.
func (s *CompilationJobSummary) SetCompilationTargetDevice(v string) *CompilationJobSummary {
	s.CompilationTargetDevice = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *CompilationJobSummary) SetCreationTime(v time.Time) *CompilationJobSummary {
	s.CreationTime = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *CompilationJobSummary) SetLastModifiedTime(v time.Time) *CompilationJobSummary {
	s.LastModifiedTime = &v
	return s
}

// Describes the container, as part of model definition.
type ContainerDefinition struct {
	_ struct{} `type:"structure"`

	// This parameter is ignored for models that contain only a PrimaryContainer.
	//
	// When a ContainerDefinition is part of an inference pipeline, the value of
	// ths parameter uniquely identifies the container for the purposes of logging
	// and metrics. For information, see Use Logs and Metrics to Monitor an Inference
	// Pipeline (https://docs.aws.amazon.com/sagemaker/latest/dg/inference-pipeline-logs-metrics.html).
	// If you don't specify a value for this parameter for a ContainerDefinition
	// that is part of an inference pipeline, a unique name is automatically assigned
	// based on the position of the ContainerDefinition in the pipeline. If you
	// specify a value for the ContainerHostName for any ContainerDefinition that
	// is part of an inference pipeline, you must specify a value for the ContainerHostName
	// parameter of every ContainerDefinition in that pipeline.
	ContainerHostname *string `type:"string"`

	// The environment variables to set in the Docker container. Each key and value
	// in the Environment string to string map can have length of up to 1024. We
	// support up to 16 entries in the map.
	Environment map[string]*string `type:"map"`

	// The Amazon EC2 Container Registry (Amazon ECR) path where inference code
	// is stored. If you are using your own custom algorithm instead of an algorithm
	// provided by Amazon SageMaker, the inference code must meet Amazon SageMaker
	// requirements. Amazon SageMaker supports both registry/repository[:tag] and
	// registry/repository[@digest] image path formats. For more information, see
	// Using Your Own Algorithms with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html)
	Image *string `type:"string"`

	// The S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix). The S3 path is required for Amazon SageMaker built-in algorithms,
	// but not if you use your own algorithms. For more information on built-in
	// algorithms, see Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	//
	// If you provide a value for this parameter, Amazon SageMaker uses AWS Security
	// Token Service to download model artifacts from the S3 path you provide. AWS
	// STS is activated in your IAM user account by default. If you previously deactivated
	// AWS STS for a region, you need to reactivate AWS STS for that region. For
	// more information, see Activating and Deactivating AWS STS in an AWS Region
	// (https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html)
	// in the AWS Identity and Access Management User Guide.
	//
	// If you use a built-in algorithm to create a model, Amazon SageMaker requires
	// that you provide a S3 path to the model artifacts in ModelDataUrl.
	ModelDataUrl *string `type:"string"`

	// The name or Amazon Resource Name (ARN) of the model package to use to create
	// the model.
	ModelPackageName *string `min:"1" type:"string"`
}

// String returns the string representation
func (s ContainerDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ContainerDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ContainerDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ContainerDefinition"}
	if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetContainerHostname sets the ContainerHostname field's value.
func (s *ContainerDefinition) SetContainerHostname(v string) *ContainerDefinition {
	s.ContainerHostname = &v
	return s
}

// SetEnvironment sets the Environment field's value.
func (s *ContainerDefinition) SetEnvironment(v map[string]*string) *ContainerDefinition {
	s.Environment = v
	return s
}

// SetImage sets the Image field's value.
func (s *ContainerDefinition) SetImage(v string) *ContainerDefinition {
	s.Image = &v
	return s
}

// SetModelDataUrl sets the ModelDataUrl field's value.
func (s *ContainerDefinition) SetModelDataUrl(v string) *ContainerDefinition {
	s.ModelDataUrl = &v
	return s
}

// SetModelPackageName sets the ModelPackageName field's value.
func (s *ContainerDefinition) SetModelPackageName(v string) *ContainerDefinition {
	s.ModelPackageName = &v
	return s
}

// A list of continuous hyperparameters to tune.
type ContinuousParameterRange struct {
	_ struct{} `type:"structure"`

	// The maximum value for the hyperparameter. The tuning job uses floating-point
	// values between MinValue value and this value for tuning.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum value for the hyperparameter. The tuning job uses floating-point
	// values between this value and MaxValuefor tuning.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`

	// The name of the continuous hyperparameter to tune.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`

	// The scale that hyperparameter tuning uses to search the hyperparameter range.
	// For information about choosing a hyperparameter scale, see Hyperparameter
	// Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type).
	// One of the following values:
	//
	// Auto
	//
	// Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
	//
	// Linear
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a linear scale.
	//
	// Logarithmic
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a logarithmic scale.
	//
	// Logarithmic scaling works only for ranges that have only values greater than
	// 0.
	//
	// ReverseLogarithmic
	//
	// Hyperparemeter tuning searches the values in the hyperparameter range by
	// using a reverse logarithmic scale.
	//
	// Reverse logarithmic scaling works only for ranges that are entirely within
	// the range 0<=x<1.0.
	ScalingType *string `type:"string" enum:"HyperParameterScalingType"`
}

// String returns the string representation
func (s ContinuousParameterRange) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ContinuousParameterRange) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ContinuousParameterRange) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ContinuousParameterRange"}
	if s.MaxValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MaxValue"))
	}
	if s.MinValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MinValue"))
	}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxValue sets the MaxValue field's value.
func (s *ContinuousParameterRange) SetMaxValue(v string) *ContinuousParameterRange {
	s.MaxValue = &v
	return s
}

// SetMinValue sets the MinValue field's value.
func (s *ContinuousParameterRange) SetMinValue(v string) *ContinuousParameterRange {
	s.MinValue = &v
	return s
}

// SetName sets the Name field's value.
func (s *ContinuousParameterRange) SetName(v string) *ContinuousParameterRange {
	s.Name = &v
	return s
}

// SetScalingType sets the ScalingType field's value.
func (s *ContinuousParameterRange) SetScalingType(v string) *ContinuousParameterRange {
	s.ScalingType = &v
	return s
}

// Defines the possible values for a continuous hyperparameter.
type ContinuousParameterRangeSpecification struct {
	_ struct{} `type:"structure"`

	// The maximum floating-point value allowed.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum floating-point value allowed.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ContinuousParameterRangeSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ContinuousParameterRangeSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ContinuousParameterRangeSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ContinuousParameterRangeSpecification"}
	if s.MaxValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MaxValue"))
	}
	if s.MinValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MinValue"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxValue sets the MaxValue field's value.
func (s *ContinuousParameterRangeSpecification) SetMaxValue(v string) *ContinuousParameterRangeSpecification {
	s.MaxValue = &v
	return s
}

// SetMinValue sets the MinValue field's value.
func (s *ContinuousParameterRangeSpecification) SetMinValue(v string) *ContinuousParameterRangeSpecification {
	s.MinValue = &v
	return s
}

type CreateAlgorithmInput struct {
	_ struct{} `type:"structure"`

	// A description of the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// Whether to certify the algorithm so that it can be listed in AWS Marketplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// Specifies details about inference jobs that the algorithm runs, including
	// the following:
	//
	//    * The Amazon ECR paths of containers that contain the inference code and
	//    model artifacts.
	//
	//    * The instance types that the algorithm supports for transform jobs and
	//    real-time endpoints used for inference.
	//
	//    * The input and output content formats that the algorithm supports for
	//    inference.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// Specifies details about training jobs run by this algorithm, including the
	// following:
	//
	//    * The Amazon ECR path of the container and the version digest of the algorithm.
	//
	//    * The hyperparameters that the algorithm supports.
	//
	//    * The instance types that the algorithm supports for training.
	//
	//    * Whether the algorithm supports distributed training.
	//
	//    * The metrics that the algorithm emits to Amazon CloudWatch.
	//
	//    * Which metrics that the algorithm emits can be used as the objective
	//    metric for hyperparameter tuning jobs.
	//
	//    * The input channels that the algorithm supports for training data. For
	//    example, an algorithm might support train, validation, and test channels.
	//
	// TrainingSpecification is a required field
	TrainingSpecification *TrainingSpecification `type:"structure" required:"true"`

	// Specifies configurations for one or more training jobs and that Amazon SageMaker
	// runs to test the algorithm's training code and, optionally, one or more batch
	// transform jobs that Amazon SageMaker runs to test the algorithm's inference
	// code.
	ValidationSpecification *AlgorithmValidationSpecification `type:"structure"`
}

// String returns the string representation
func (s CreateAlgorithmInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateAlgorithmInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateAlgorithmInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateAlgorithmInput"}
	if s.AlgorithmName == nil {
		invalidParams.Add(request.NewErrParamRequired("AlgorithmName"))
	}
	if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1))
	}
	if s.TrainingSpecification == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingSpecification"))
	}
	if s.InferenceSpecification != nil {
		if err := s.InferenceSpecification.Validate(); err != nil {
			invalidParams.AddNested("InferenceSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.TrainingSpecification != nil {
		if err := s.TrainingSpecification.Validate(); err != nil {
			invalidParams.AddNested("TrainingSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.ValidationSpecification != nil {
		if err := s.ValidationSpecification.Validate(); err != nil {
			invalidParams.AddNested("ValidationSpecification", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmDescription sets the AlgorithmDescription field's value.
func (s *CreateAlgorithmInput) SetAlgorithmDescription(v string) *CreateAlgorithmInput {
	s.AlgorithmDescription = &v
	return s
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *CreateAlgorithmInput) SetAlgorithmName(v string) *CreateAlgorithmInput {
	s.AlgorithmName = &v
	return s
}

// SetCertifyForMarketplace sets the CertifyForMarketplace field's value.
func (s *CreateAlgorithmInput) SetCertifyForMarketplace(v bool) *CreateAlgorithmInput {
	s.CertifyForMarketplace = &v
	return s
}

// SetInferenceSpecification sets the InferenceSpecification field's value.
func (s *CreateAlgorithmInput) SetInferenceSpecification(v *InferenceSpecification) *CreateAlgorithmInput {
	s.InferenceSpecification = v
	return s
}

// SetTrainingSpecification sets the TrainingSpecification field's value.
func (s *CreateAlgorithmInput) SetTrainingSpecification(v *TrainingSpecification) *CreateAlgorithmInput {
	s.TrainingSpecification = v
	return s
}

// SetValidationSpecification sets the ValidationSpecification field's value.
func (s *CreateAlgorithmInput) SetValidationSpecification(v *AlgorithmValidationSpecification) *CreateAlgorithmInput {
	s.ValidationSpecification = v
	return s
}

type CreateAlgorithmOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the new algorithm.
	//
	// AlgorithmArn is a required field
	AlgorithmArn *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateAlgorithmOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateAlgorithmOutput) GoString() string {
	return s.String()
}

// SetAlgorithmArn sets the AlgorithmArn field's value.
func (s *CreateAlgorithmOutput) SetAlgorithmArn(v string) *CreateAlgorithmOutput {
	s.AlgorithmArn = &v
	return s
}

type CreateCodeRepositoryInput struct {
	_ struct{} `type:"structure"`

	// The name of the Git repository. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// Specifies details about the repository, including the URL where the repository
	// is located, the default branch, and credentials to use to access the repository.
	//
	// GitConfig is a required field
	GitConfig *GitConfig `type:"structure" required:"true"`
}

// String returns the string representation
func (s CreateCodeRepositoryInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateCodeRepositoryInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateCodeRepositoryInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateCodeRepositoryInput"}
	if s.CodeRepositoryName == nil {
		invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName"))
	}
	if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1))
	}
	if s.GitConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("GitConfig"))
	}
	if s.GitConfig != nil {
		if err := s.GitConfig.Validate(); err != nil {
			invalidParams.AddNested("GitConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCodeRepositoryName sets the CodeRepositoryName field's value.
func (s *CreateCodeRepositoryInput) SetCodeRepositoryName(v string) *CreateCodeRepositoryInput {
	s.CodeRepositoryName = &v
	return s
}

// SetGitConfig sets the GitConfig field's value.
func (s *CreateCodeRepositoryInput) SetGitConfig(v *GitConfig) *CreateCodeRepositoryInput {
	s.GitConfig = v
	return s
}

type CreateCodeRepositoryOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the new repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateCodeRepositoryOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateCodeRepositoryOutput) GoString() string {
	return s.String()
}

// SetCodeRepositoryArn sets the CodeRepositoryArn field's value.
func (s *CreateCodeRepositoryOutput) SetCodeRepositoryArn(v string) *CreateCodeRepositoryOutput {
	s.CodeRepositoryArn = &v
	return s
}

type CreateCompilationJobInput struct {
	_ struct{} `type:"structure"`

	// A name for the model compilation job. The name must be unique within the
	// AWS Region and within your AWS account.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`

	// Provides information about the location of input model artifacts, the name
	// and shape of the expected data inputs, and the framework in which the model
	// was trained.
	//
	// InputConfig is a required field
	InputConfig *InputConfig `type:"structure" required:"true"`

	// Provides information about the output location for the compiled model and
	// the target device the model runs on.
	//
	// OutputConfig is a required field
	OutputConfig *OutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker
	// to perform tasks on your behalf.
	//
	// During model compilation, Amazon SageMaker needs your permission to:
	//
	//    * Read input data from an S3 bucket
	//
	//    * Write model artifacts to an S3 bucket
	//
	//    * Write logs to Amazon CloudWatch Logs
	//
	//    * Publish metrics to Amazon CloudWatch
	//
	// You grant permissions for all of these tasks to an IAM role. To pass this
	// role to Amazon SageMaker, the caller of this API must have the iam:PassRole
	// permission. For more information, see Amazon SageMaker Roles. (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html)
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies a limit to how long a model compilation job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the compilation job. Use this
	// API to cap model training costs.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`
}

// String returns the string representation
func (s CreateCompilationJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateCompilationJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateCompilationJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateCompilationJobInput"}
	if s.CompilationJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("CompilationJobName"))
	}
	if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CompilationJobName", 1))
	}
	if s.InputConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("InputConfig"))
	}
	if s.OutputConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("OutputConfig"))
	}
	if s.RoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("RoleArn"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.StoppingCondition == nil {
		invalidParams.Add(request.NewErrParamRequired("StoppingCondition"))
	}
	if s.InputConfig != nil {
		if err := s.InputConfig.Validate(); err != nil {
			invalidParams.AddNested("InputConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.OutputConfig != nil {
		if err := s.OutputConfig.Validate(); err != nil {
			invalidParams.AddNested("OutputConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.StoppingCondition != nil {
		if err := s.StoppingCondition.Validate(); err != nil {
			invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCompilationJobName sets the CompilationJobName field's value.
func (s *CreateCompilationJobInput) SetCompilationJobName(v string) *CreateCompilationJobInput {
	s.CompilationJobName = &v
	return s
}

// SetInputConfig sets the InputConfig field's value.
func (s *CreateCompilationJobInput) SetInputConfig(v *InputConfig) *CreateCompilationJobInput {
	s.InputConfig = v
	return s
}

// SetOutputConfig sets the OutputConfig field's value.
func (s *CreateCompilationJobInput) SetOutputConfig(v *OutputConfig) *CreateCompilationJobInput {
	s.OutputConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *CreateCompilationJobInput) SetRoleArn(v string) *CreateCompilationJobInput {
	s.RoleArn = &v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *CreateCompilationJobInput) SetStoppingCondition(v *StoppingCondition) *CreateCompilationJobInput {
	s.StoppingCondition = v
	return s
}

type CreateCompilationJobOutput struct {
	_ struct{} `type:"structure"`

	// If the action is successful, the service sends back an HTTP 200 response.
	// Amazon SageMaker returns the following data in JSON format:
	//
	//    * CompilationJobArn: The Amazon Resource Name (ARN) of the compiled job.
	//
	// CompilationJobArn is a required field
	CompilationJobArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s CreateCompilationJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateCompilationJobOutput) GoString() string {
	return s.String()
}

// SetCompilationJobArn sets the CompilationJobArn field's value.
func (s *CreateCompilationJobOutput) SetCompilationJobArn(v string) *CreateCompilationJobOutput {
	s.CompilationJobArn = &v
	return s
}

type CreateEndpointConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the endpoint configuration. You specify this name in a CreateEndpoint
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html)
	// request.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon
	// SageMaker uses to encrypt data on the storage volume attached to the ML compute
	// instance that hosts the endpoint.
	//
	// Nitro-based instances do not support encryption with AWS KMS. If any of the
	// models that you specify in the ProductionVariants parameter use nitro-based
	// instances, do not specify a value for the KmsKeyId parameter. If you specify
	// a value for KmsKeyId when using any nitro-based instances, the call to CreateEndpointConfig
	// fails.
	//
	// For a list of nitro-based instances, see Nitro-based Instances (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instance-types.html#ec2-nitro-instances)
	// in the Amazon Elastic Compute Cloud User Guide for Linux Instances.
	//
	// For more information about storage volumes on nitro-based instances, see
	// Amazon EBS and NVMe on Linux Instances (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/nvme-ebs-volumes.html).
	KmsKeyId *string `type:"string"`

	// An list of ProductionVariant objects, one for each model that you want to
	// host at this endpoint.
	//
	// ProductionVariants is a required field
	ProductionVariants []*ProductionVariant `min:"1" type:"list" required:"true"`

	// A list of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
}

// String returns the string representation
func (s CreateEndpointConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateEndpointConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateEndpointConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateEndpointConfigInput"}
	if s.EndpointConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointConfigName"))
	}
	if s.ProductionVariants == nil {
		invalidParams.Add(request.NewErrParamRequired("ProductionVariants"))
	}
	if s.ProductionVariants != nil && len(s.ProductionVariants) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ProductionVariants", 1))
	}
	if s.ProductionVariants != nil {
		for i, v := range s.ProductionVariants {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ProductionVariants", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *CreateEndpointConfigInput) SetEndpointConfigName(v string) *CreateEndpointConfigInput {
	s.EndpointConfigName = &v
	return s
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *CreateEndpointConfigInput) SetKmsKeyId(v string) *CreateEndpointConfigInput {
	s.KmsKeyId = &v
	return s
}

// SetProductionVariants sets the ProductionVariants field's value.
func (s *CreateEndpointConfigInput) SetProductionVariants(v []*ProductionVariant) *CreateEndpointConfigInput {
	s.ProductionVariants = v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateEndpointConfigInput) SetTags(v []*Tag) *CreateEndpointConfigInput {
	s.Tags = v
	return s
}

type CreateEndpointConfigOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the endpoint configuration.
	//
	// EndpointConfigArn is a required field
	EndpointConfigArn *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateEndpointConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateEndpointConfigOutput) GoString() string {
	return s.String()
}

// SetEndpointConfigArn sets the EndpointConfigArn field's value.
func (s *CreateEndpointConfigOutput) SetEndpointConfigArn(v string) *CreateEndpointConfigOutput {
	s.EndpointConfigArn = &v
	return s
}

type CreateEndpointInput struct {
	_ struct{} `type:"structure"`

	// The name of an endpoint configuration. For more information, see CreateEndpointConfig
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html).
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// The name of the endpoint. The name must be unique within an AWS Region in
	// your AWS account.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)in
	// the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
}

// String returns the string representation
func (s CreateEndpointInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateEndpointInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateEndpointInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateEndpointInput"}
	if s.EndpointConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointConfigName"))
	}
	if s.EndpointName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointName"))
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *CreateEndpointInput) SetEndpointConfigName(v string) *CreateEndpointInput {
	s.EndpointConfigName = &v
	return s
}

// SetEndpointName sets the EndpointName field's value.
func (s *CreateEndpointInput) SetEndpointName(v string) *CreateEndpointInput {
	s.EndpointName = &v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateEndpointInput) SetTags(v []*Tag) *CreateEndpointInput {
	s.Tags = v
	return s
}

type CreateEndpointOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateEndpointOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateEndpointOutput) GoString() string {
	return s.String()
}

// SetEndpointArn sets the EndpointArn field's value.
func (s *CreateEndpointOutput) SetEndpointArn(v string) *CreateEndpointOutput {
	s.EndpointArn = &v
	return s
}

type CreateHyperParameterTuningJobInput struct {
	_ struct{} `type:"structure"`

	// The HyperParameterTuningJobConfig object that describes the tuning job, including
	// the search strategy, the objective metric used to evaluate training jobs,
	// ranges of parameters to search, and resource limits for the tuning job. For
	// more information, see automatic-model-tuning
	//
	// HyperParameterTuningJobConfig is a required field
	HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `type:"structure" required:"true"`

	// The name of the tuning job. This name is the prefix for the names of all
	// training jobs that this tuning job launches. The name must be unique within
	// the same AWS account and AWS Region. The name must have { } to { } characters.
	// Valid characters are a-z, A-Z, 0-9, and : + = @ _ % - (hyphen). The name
	// is not case sensitive.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see AWS Tagging Strategies (https://docs.aws.amazon.com/https:/aws.amazon.com/answers/account-management/aws-tagging-strategies/).
	//
	// Tags that you specify for the tuning job are also added to all training jobs
	// that the tuning job launches.
	Tags []*Tag `type:"list"`

	// The HyperParameterTrainingJobDefinition object that describes the training
	// jobs that this tuning job launches, including static hyperparameters, input
	// data configuration, output data configuration, resource configuration, and
	// stopping condition.
	TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure"`

	// Specifies the configuration for starting the hyperparameter tuning job using
	// one or more previous tuning jobs as a starting point. The results of previous
	// tuning jobs are used to inform which combinations of hyperparameters to search
	// over in the new tuning job.
	//
	// All training jobs launched by the new hyperparameter tuning job are evaluated
	// by using the objective metric. If you specify IDENTICAL_DATA_AND_ALGORITHM
	// as the WarmStartType value for the warm start configuration, the training
	// job that performs the best in the new tuning job is compared to the best
	// training jobs from the parent tuning jobs. From these, the training job that
	// performs the best as measured by the objective metric is returned as the
	// overall best training job.
	//
	// All training jobs launched by parent hyperparameter tuning jobs and the new
	// hyperparameter tuning jobs count against the limit of training jobs for the
	// tuning job.
	WarmStartConfig *HyperParameterTuningJobWarmStartConfig `type:"structure"`
}

// String returns the string representation
func (s CreateHyperParameterTuningJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateHyperParameterTuningJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateHyperParameterTuningJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateHyperParameterTuningJobInput"}
	if s.HyperParameterTuningJobConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobConfig"))
	}
	if s.HyperParameterTuningJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName"))
	}
	if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1))
	}
	if s.HyperParameterTuningJobConfig != nil {
		if err := s.HyperParameterTuningJobConfig.Validate(); err != nil {
			invalidParams.AddNested("HyperParameterTuningJobConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.TrainingJobDefinition != nil {
		if err := s.TrainingJobDefinition.Validate(); err != nil {
			invalidParams.AddNested("TrainingJobDefinition", err.(request.ErrInvalidParams))
		}
	}
	if s.WarmStartConfig != nil {
		if err := s.WarmStartConfig.Validate(); err != nil {
			invalidParams.AddNested("WarmStartConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value.
func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *CreateHyperParameterTuningJobInput {
	s.HyperParameterTuningJobConfig = v
	return s
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *CreateHyperParameterTuningJobInput {
	s.HyperParameterTuningJobName = &v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateHyperParameterTuningJobInput) SetTags(v []*Tag) *CreateHyperParameterTuningJobInput {
	s.Tags = v
	return s
}

// SetTrainingJobDefinition sets the TrainingJobDefinition field's value.
func (s *CreateHyperParameterTuningJobInput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *CreateHyperParameterTuningJobInput {
	s.TrainingJobDefinition = v
	return s
}

// SetWarmStartConfig sets the WarmStartConfig field's value.
func (s *CreateHyperParameterTuningJobInput) SetWarmStartConfig(v *HyperParameterTuningJobWarmStartConfig) *CreateHyperParameterTuningJobInput {
	s.WarmStartConfig = v
	return s
}

type CreateHyperParameterTuningJobOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the tuning job. Amazon SageMaker assigns
	// an ARN to a hyperparameter tuning job when you create it.
	//
	// HyperParameterTuningJobArn is a required field
	HyperParameterTuningJobArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s CreateHyperParameterTuningJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateHyperParameterTuningJobOutput) GoString() string {
	return s.String()
}

// SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.
func (s *CreateHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *CreateHyperParameterTuningJobOutput {
	s.HyperParameterTuningJobArn = &v
	return s
}

type CreateLabelingJobInput struct {
	_ struct{} `type:"structure"`

	// Configures the information required for human workers to complete a labeling
	// task.
	//
	// HumanTaskConfig is a required field
	HumanTaskConfig *HumanTaskConfig `type:"structure" required:"true"`

	// Input data for the labeling job, such as the Amazon S3 location of the data
	// objects and the location of the manifest file that describes the data objects.
	//
	// InputConfig is a required field
	InputConfig *LabelingJobInputConfig `type:"structure" required:"true"`

	// The attribute name to use for the label in the output manifest file. This
	// is the key for the key/value pair formed with the label that a worker assigns
	// to the object. The name can't end with "-metadata". If you are running a
	// semantic segmentation labeling job, the attribute name must end with "-ref".
	// If you are running any other kind of labeling job, the attribute name must
	// not end with "-ref".
	//
	// LabelAttributeName is a required field
	LabelAttributeName *string `min:"1" type:"string" required:"true"`

	// The S3 URL of the file that defines the categories used to label the data
	// objects.
	//
	// The file is a JSON structure in the following format:
	//
	// {
	//
	// "document-version": "2018-11-28"
	//
	// "labels": [
	//
	// {
	//
	// "label": "label 1"
	//
	// },
	//
	// {
	//
	// "label": "label 2"
	//
	// },
	//
	// ...
	//
	// {
	//
	// "label": "label n"
	//
	// }
	//
	// ]
	//
	// }
	LabelCategoryConfigS3Uri *string `type:"string"`

	// Configures the information required to perform automated data labeling.
	LabelingJobAlgorithmsConfig *LabelingJobAlgorithmsConfig `type:"structure"`

	// The name of the labeling job. This name is used to identify the job in a
	// list of labeling jobs.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`

	// The location of the output data and the AWS Key Management Service key ID
	// for the key used to encrypt the output data, if any.
	//
	// OutputConfig is a required field
	OutputConfig *LabelingJobOutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Number (ARN) that Amazon SageMaker assumes to perform
	// tasks on your behalf during data labeling. You must grant this role the necessary
	// permissions so that Amazon SageMaker can successfully complete data labeling.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// A set of conditions for stopping the labeling job. If any of the conditions
	// are met, the job is automatically stopped. You can use these conditions to
	// control the cost of data labeling.
	StoppingConditions *LabelingJobStoppingConditions `type:"structure"`

	// An array of key/value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
}

// String returns the string representation
func (s CreateLabelingJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateLabelingJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateLabelingJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateLabelingJobInput"}
	if s.HumanTaskConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("HumanTaskConfig"))
	}
	if s.InputConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("InputConfig"))
	}
	if s.LabelAttributeName == nil {
		invalidParams.Add(request.NewErrParamRequired("LabelAttributeName"))
	}
	if s.LabelAttributeName != nil && len(*s.LabelAttributeName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("LabelAttributeName", 1))
	}
	if s.LabelingJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("LabelingJobName"))
	}
	if s.LabelingJobName != nil && len(*s.LabelingJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("LabelingJobName", 1))
	}
	if s.OutputConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("OutputConfig"))
	}
	if s.RoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("RoleArn"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.HumanTaskConfig != nil {
		if err := s.HumanTaskConfig.Validate(); err != nil {
			invalidParams.AddNested("HumanTaskConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.InputConfig != nil {
		if err := s.InputConfig.Validate(); err != nil {
			invalidParams.AddNested("InputConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.LabelingJobAlgorithmsConfig != nil {
		if err := s.LabelingJobAlgorithmsConfig.Validate(); err != nil {
			invalidParams.AddNested("LabelingJobAlgorithmsConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.OutputConfig != nil {
		if err := s.OutputConfig.Validate(); err != nil {
			invalidParams.AddNested("OutputConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.StoppingConditions != nil {
		if err := s.StoppingConditions.Validate(); err != nil {
			invalidParams.AddNested("StoppingConditions", err.(request.ErrInvalidParams))
		}
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHumanTaskConfig sets the HumanTaskConfig field's value.
func (s *CreateLabelingJobInput) SetHumanTaskConfig(v *HumanTaskConfig) *CreateLabelingJobInput {
	s.HumanTaskConfig = v
	return s
}

// SetInputConfig sets the InputConfig field's value.
func (s *CreateLabelingJobInput) SetInputConfig(v *LabelingJobInputConfig) *CreateLabelingJobInput {
	s.InputConfig = v
	return s
}

// SetLabelAttributeName sets the LabelAttributeName field's value.
func (s *CreateLabelingJobInput) SetLabelAttributeName(v string) *CreateLabelingJobInput {
	s.LabelAttributeName = &v
	return s
}

// SetLabelCategoryConfigS3Uri sets the LabelCategoryConfigS3Uri field's value.
func (s *CreateLabelingJobInput) SetLabelCategoryConfigS3Uri(v string) *CreateLabelingJobInput {
	s.LabelCategoryConfigS3Uri = &v
	return s
}

// SetLabelingJobAlgorithmsConfig sets the LabelingJobAlgorithmsConfig field's value.
func (s *CreateLabelingJobInput) SetLabelingJobAlgorithmsConfig(v *LabelingJobAlgorithmsConfig) *CreateLabelingJobInput {
	s.LabelingJobAlgorithmsConfig = v
	return s
}

// SetLabelingJobName sets the LabelingJobName field's value.
func (s *CreateLabelingJobInput) SetLabelingJobName(v string) *CreateLabelingJobInput {
	s.LabelingJobName = &v
	return s
}

// SetOutputConfig sets the OutputConfig field's value.
func (s *CreateLabelingJobInput) SetOutputConfig(v *LabelingJobOutputConfig) *CreateLabelingJobInput {
	s.OutputConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *CreateLabelingJobInput) SetRoleArn(v string) *CreateLabelingJobInput {
	s.RoleArn = &v
	return s
}

// SetStoppingConditions sets the StoppingConditions field's value.
func (s *CreateLabelingJobInput) SetStoppingConditions(v *LabelingJobStoppingConditions) *CreateLabelingJobInput {
	s.StoppingConditions = v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateLabelingJobInput) SetTags(v []*Tag) *CreateLabelingJobInput {
	s.Tags = v
	return s
}

type CreateLabelingJobOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the labeling job. You use this ARN to identify
	// the labeling job.
	//
	// LabelingJobArn is a required field
	LabelingJobArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s CreateLabelingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateLabelingJobOutput) GoString() string {
	return s.String()
}

// SetLabelingJobArn sets the LabelingJobArn field's value.
func (s *CreateLabelingJobOutput) SetLabelingJobArn(v string) *CreateLabelingJobOutput {
	s.LabelingJobArn = &v
	return s
}

type CreateModelInput struct {
	_ struct{} `type:"structure"`

	// Specifies the containers in the inference pipeline.
	Containers []*ContainerDefinition `type:"list"`

	// Isolates the model container. No inbound or outbound network calls can be
	// made to or from the model container.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can
	// assume to access model artifacts and docker image for deployment on ML compute
	// instances or for batch transform jobs. Deploying on ML compute instances
	// is part of model hosting. For more information, see Amazon SageMaker Roles
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	//
	// ExecutionRoleArn is a required field
	ExecutionRoleArn *string `min:"20" type:"string" required:"true"`

	// The name of the new model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// The location of the primary docker image containing inference code, associated
	// artifacts, and custom environment map that the inference code uses when the
	// model is deployed for predictions.
	PrimaryContainer *ContainerDefinition `type:"structure"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// A VpcConfig (https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html)
	// object that specifies the VPC that you want your model to connect to. Control
	// access to and from your model container by configuring the VPC. VpcConfig
	// is used in hosting services and in batch transform. For more information,
	// see Protect Endpoints by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private
	// Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
}

// String returns the string representation
func (s CreateModelInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateModelInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateModelInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateModelInput"}
	if s.ExecutionRoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("ExecutionRoleArn"))
	}
	if s.ExecutionRoleArn != nil && len(*s.ExecutionRoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("ExecutionRoleArn", 20))
	}
	if s.ModelName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelName"))
	}
	if s.Containers != nil {
		for i, v := range s.Containers {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Containers", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.PrimaryContainer != nil {
		if err := s.PrimaryContainer.Validate(); err != nil {
			invalidParams.AddNested("PrimaryContainer", err.(request.ErrInvalidParams))
		}
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.VpcConfig != nil {
		if err := s.VpcConfig.Validate(); err != nil {
			invalidParams.AddNested("VpcConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetContainers sets the Containers field's value.
func (s *CreateModelInput) SetContainers(v []*ContainerDefinition) *CreateModelInput {
	s.Containers = v
	return s
}

// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.
func (s *CreateModelInput) SetEnableNetworkIsolation(v bool) *CreateModelInput {
	s.EnableNetworkIsolation = &v
	return s
}

// SetExecutionRoleArn sets the ExecutionRoleArn field's value.
func (s *CreateModelInput) SetExecutionRoleArn(v string) *CreateModelInput {
	s.ExecutionRoleArn = &v
	return s
}

// SetModelName sets the ModelName field's value.
func (s *CreateModelInput) SetModelName(v string) *CreateModelInput {
	s.ModelName = &v
	return s
}

// SetPrimaryContainer sets the PrimaryContainer field's value.
func (s *CreateModelInput) SetPrimaryContainer(v *ContainerDefinition) *CreateModelInput {
	s.PrimaryContainer = v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateModelInput) SetTags(v []*Tag) *CreateModelInput {
	s.Tags = v
	return s
}

// SetVpcConfig sets the VpcConfig field's value.
func (s *CreateModelInput) SetVpcConfig(v *VpcConfig) *CreateModelInput {
	s.VpcConfig = v
	return s
}

type CreateModelOutput struct {
	_ struct{} `type:"structure"`

	// The ARN of the model created in Amazon SageMaker.
	//
	// ModelArn is a required field
	ModelArn *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateModelOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateModelOutput) GoString() string {
	return s.String()
}

// SetModelArn sets the ModelArn field's value.
func (s *CreateModelOutput) SetModelArn(v string) *CreateModelOutput {
	s.ModelArn = &v
	return s
}

type CreateModelPackageInput struct {
	_ struct{} `type:"structure"`

	// Whether to certify the model package for listing on AWS Marketplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// Specifies details about inference jobs that can be run with models based
	// on this model package, including the following:
	//
	//    * The Amazon ECR paths of containers that contain the inference code and
	//    model artifacts.
	//
	//    * The instance types that the model package supports for transform jobs
	//    and real-time endpoints used for inference.
	//
	//    * The input and output content formats that the model package supports
	//    for inference.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// A description of the model package.
	ModelPackageDescription *string `type:"string"`

	// The name of the model package. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`

	// Details about the algorithm that was used to create the model package.
	SourceAlgorithmSpecification *SourceAlgorithmSpecification `type:"structure"`

	// Specifies configurations for one or more transform jobs that Amazon SageMaker
	// runs to test the model package.
	ValidationSpecification *ModelPackageValidationSpecification `type:"structure"`
}

// String returns the string representation
func (s CreateModelPackageInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateModelPackageInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateModelPackageInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateModelPackageInput"}
	if s.ModelPackageName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelPackageName"))
	}
	if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1))
	}
	if s.InferenceSpecification != nil {
		if err := s.InferenceSpecification.Validate(); err != nil {
			invalidParams.AddNested("InferenceSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.SourceAlgorithmSpecification != nil {
		if err := s.SourceAlgorithmSpecification.Validate(); err != nil {
			invalidParams.AddNested("SourceAlgorithmSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.ValidationSpecification != nil {
		if err := s.ValidationSpecification.Validate(); err != nil {
			invalidParams.AddNested("ValidationSpecification", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCertifyForMarketplace sets the CertifyForMarketplace field's value.
func (s *CreateModelPackageInput) SetCertifyForMarketplace(v bool) *CreateModelPackageInput {
	s.CertifyForMarketplace = &v
	return s
}

// SetInferenceSpecification sets the InferenceSpecification field's value.
func (s *CreateModelPackageInput) SetInferenceSpecification(v *InferenceSpecification) *CreateModelPackageInput {
	s.InferenceSpecification = v
	return s
}

// SetModelPackageDescription sets the ModelPackageDescription field's value.
func (s *CreateModelPackageInput) SetModelPackageDescription(v string) *CreateModelPackageInput {
	s.ModelPackageDescription = &v
	return s
}

// SetModelPackageName sets the ModelPackageName field's value.
func (s *CreateModelPackageInput) SetModelPackageName(v string) *CreateModelPackageInput {
	s.ModelPackageName = &v
	return s
}

// SetSourceAlgorithmSpecification sets the SourceAlgorithmSpecification field's value.
func (s *CreateModelPackageInput) SetSourceAlgorithmSpecification(v *SourceAlgorithmSpecification) *CreateModelPackageInput {
	s.SourceAlgorithmSpecification = v
	return s
}

// SetValidationSpecification sets the ValidationSpecification field's value.
func (s *CreateModelPackageInput) SetValidationSpecification(v *ModelPackageValidationSpecification) *CreateModelPackageInput {
	s.ValidationSpecification = v
	return s
}

type CreateModelPackageOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the new model package.
	//
	// ModelPackageArn is a required field
	ModelPackageArn *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateModelPackageOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateModelPackageOutput) GoString() string {
	return s.String()
}

// SetModelPackageArn sets the ModelPackageArn field's value.
func (s *CreateModelPackageOutput) SetModelPackageArn(v string) *CreateModelPackageOutput {
	s.ModelPackageArn = &v
	return s
}

type CreateNotebookInstanceInput struct {
	_ struct{} `type:"structure"`

	// A list of Elastic Inference (EI) instance types to associate with this notebook
	// instance. Currently, only one instance type can be associated with a notebook
	// instance. For more information, see Using Elastic Inference in Amazon SageMaker
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to three Git repositories to associate with the notebook instance.
	// These can be either the names of Git repositories stored as resources in
	// your account, or the URL of Git repositories in AWS CodeCommit (codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// A Git repository to associate with the notebook instance as its default code
	// repository. This can be either the name of a Git repository stored as a resource
	// in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// Sets whether Amazon SageMaker provides internet access to the notebook instance.
	// If you set this to Disabled this notebook instance will be able to access
	// resources only in your VPC, and will not be able to connect to Amazon SageMaker
	// training and endpoint services unless your configure a NAT Gateway in your
	// VPC.
	//
	// For more information, see Notebook Instances Are Internet-Enabled by Default
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access).
	// You can set the value of this parameter to Disabled only if you set a value
	// for the SubnetId parameter.
	DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"`

	// The type of ML compute instance to launch for the notebook instance.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"InstanceType"`

	// The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon
	// SageMaker uses to encrypt data on the storage volume attached to your notebook
	// instance. The KMS key you provide must be enabled. For information, see Enabling
	// and Disabling Keys (https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html)
	// in the AWS Key Management Service Developer Guide.
	KmsKeyId *string `type:"string"`

	// The name of a lifecycle configuration to associate with the notebook instance.
	// For information about lifestyle configurations, see Step 2.1: (Optional)
	// Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	LifecycleConfigName *string `type:"string"`

	// The name of the new notebook instance.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// When you send any requests to AWS resources from the notebook instance, Amazon
	// SageMaker assumes this role to perform tasks on your behalf. You must grant
	// this role necessary permissions so Amazon SageMaker can perform these tasks.
	// The policy must allow the Amazon SageMaker service principal (sagemaker.amazonaws.com)
	// permissionsto to assume this role. For more information, see Amazon SageMaker
	// Roles (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Whether root access is enabled or disabled for users of the notebook instance.
	// The default value is Enabled.
	//
	// Lifecycle configurations need root access to be able to set up a notebook
	// instance. Because of this, lifecycle configurations associated with a notebook
	// instance always run with root access even if you disable root access for
	// users.
	RootAccess *string `type:"string" enum:"RootAccess"`

	// The VPC security group IDs, in the form sg-xxxxxxxx. The security groups
	// must be for the same VPC as specified in the subnet.
	SecurityGroupIds []*string `type:"list"`

	// The ID of the subnet in a VPC to which you would like to have a connectivity
	// from your ML compute instance.
	SubnetId *string `type:"string"`

	// A list of tags to associate with the notebook instance. You can add tags
	// later by using the CreateTags API.
	Tags []*Tag `type:"list"`

	// The size, in GB, of the ML storage volume to attach to the notebook instance.
	// The default value is 5 GB.
	VolumeSizeInGB *int64 `min:"5" type:"integer"`
}

// String returns the string representation
func (s CreateNotebookInstanceInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateNotebookInstanceInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateNotebookInstanceInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateNotebookInstanceInput"}
	if s.DefaultCodeRepository != nil && len(*s.DefaultCodeRepository) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("DefaultCodeRepository", 1))
	}
	if s.InstanceType == nil {
		invalidParams.Add(request.NewErrParamRequired("InstanceType"))
	}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}
	if s.RoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("RoleArn"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.VolumeSizeInGB != nil && *s.VolumeSizeInGB < 5 {
		invalidParams.Add(request.NewErrParamMinValue("VolumeSizeInGB", 5))
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAcceleratorTypes sets the AcceleratorTypes field's value.
func (s *CreateNotebookInstanceInput) SetAcceleratorTypes(v []*string) *CreateNotebookInstanceInput {
	s.AcceleratorTypes = v
	return s
}

// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.
func (s *CreateNotebookInstanceInput) SetAdditionalCodeRepositories(v []*string) *CreateNotebookInstanceInput {
	s.AdditionalCodeRepositories = v
	return s
}

// SetDefaultCodeRepository sets the DefaultCodeRepository field's value.
func (s *CreateNotebookInstanceInput) SetDefaultCodeRepository(v string) *CreateNotebookInstanceInput {
	s.DefaultCodeRepository = &v
	return s
}

// SetDirectInternetAccess sets the DirectInternetAccess field's value.
func (s *CreateNotebookInstanceInput) SetDirectInternetAccess(v string) *CreateNotebookInstanceInput {
	s.DirectInternetAccess = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *CreateNotebookInstanceInput) SetInstanceType(v string) *CreateNotebookInstanceInput {
	s.InstanceType = &v
	return s
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *CreateNotebookInstanceInput) SetKmsKeyId(v string) *CreateNotebookInstanceInput {
	s.KmsKeyId = &v
	return s
}

// SetLifecycleConfigName sets the LifecycleConfigName field's value.
func (s *CreateNotebookInstanceInput) SetLifecycleConfigName(v string) *CreateNotebookInstanceInput {
	s.LifecycleConfigName = &v
	return s
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *CreateNotebookInstanceInput) SetNotebookInstanceName(v string) *CreateNotebookInstanceInput {
	s.NotebookInstanceName = &v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *CreateNotebookInstanceInput) SetRoleArn(v string) *CreateNotebookInstanceInput {
	s.RoleArn = &v
	return s
}

// SetRootAccess sets the RootAccess field's value.
func (s *CreateNotebookInstanceInput) SetRootAccess(v string) *CreateNotebookInstanceInput {
	s.RootAccess = &v
	return s
}

// SetSecurityGroupIds sets the SecurityGroupIds field's value.
func (s *CreateNotebookInstanceInput) SetSecurityGroupIds(v []*string) *CreateNotebookInstanceInput {
	s.SecurityGroupIds = v
	return s
}

// SetSubnetId sets the SubnetId field's value.
func (s *CreateNotebookInstanceInput) SetSubnetId(v string) *CreateNotebookInstanceInput {
	s.SubnetId = &v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateNotebookInstanceInput) SetTags(v []*Tag) *CreateNotebookInstanceInput {
	s.Tags = v
	return s
}

// SetVolumeSizeInGB sets the VolumeSizeInGB field's value.
func (s *CreateNotebookInstanceInput) SetVolumeSizeInGB(v int64) *CreateNotebookInstanceInput {
	s.VolumeSizeInGB = &v
	return s
}

type CreateNotebookInstanceLifecycleConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`

	// A shell script that runs only once, when you create a notebook instance.
	// The shell script must be a base64-encoded string.
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// A shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance. The shell script must be a base64-encoded
	// string.
	OnStart []*NotebookInstanceLifecycleHook `type:"list"`
}

// String returns the string representation
func (s CreateNotebookInstanceLifecycleConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateNotebookInstanceLifecycleConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateNotebookInstanceLifecycleConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateNotebookInstanceLifecycleConfigInput"}
	if s.NotebookInstanceLifecycleConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName"))
	}
	if s.OnCreate != nil {
		for i, v := range s.OnCreate {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnCreate", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.OnStart != nil {
		for i, v := range s.OnStart {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnStart", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *CreateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *CreateNotebookInstanceLifecycleConfigInput {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

// SetOnCreate sets the OnCreate field's value.
func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput {
	s.OnCreate = v
	return s
}

// SetOnStart sets the OnStart field's value.
func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput {
	s.OnStart = v
	return s
}

type CreateNotebookInstanceLifecycleConfigOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the lifecycle configuration.
	NotebookInstanceLifecycleConfigArn *string `type:"string"`
}

// String returns the string representation
func (s CreateNotebookInstanceLifecycleConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateNotebookInstanceLifecycleConfigOutput) GoString() string {
	return s.String()
}

// SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.
func (s *CreateNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *CreateNotebookInstanceLifecycleConfigOutput {
	s.NotebookInstanceLifecycleConfigArn = &v
	return s
}

type CreateNotebookInstanceOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the notebook instance.
	NotebookInstanceArn *string `type:"string"`
}

// String returns the string representation
func (s CreateNotebookInstanceOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateNotebookInstanceOutput) GoString() string {
	return s.String()
}

// SetNotebookInstanceArn sets the NotebookInstanceArn field's value.
func (s *CreateNotebookInstanceOutput) SetNotebookInstanceArn(v string) *CreateNotebookInstanceOutput {
	s.NotebookInstanceArn = &v
	return s
}

type CreatePresignedNotebookInstanceUrlInput struct {
	_ struct{} `type:"structure"`

	// The name of the notebook instance.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// The duration of the session, in seconds. The default is 12 hours.
	SessionExpirationDurationInSeconds *int64 `min:"1800" type:"integer"`
}

// String returns the string representation
func (s CreatePresignedNotebookInstanceUrlInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreatePresignedNotebookInstanceUrlInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreatePresignedNotebookInstanceUrlInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreatePresignedNotebookInstanceUrlInput"}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}
	if s.SessionExpirationDurationInSeconds != nil && *s.SessionExpirationDurationInSeconds < 1800 {
		invalidParams.Add(request.NewErrParamMinValue("SessionExpirationDurationInSeconds", 1800))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *CreatePresignedNotebookInstanceUrlInput) SetNotebookInstanceName(v string) *CreatePresignedNotebookInstanceUrlInput {
	s.NotebookInstanceName = &v
	return s
}

// SetSessionExpirationDurationInSeconds sets the SessionExpirationDurationInSeconds field's value.
func (s *CreatePresignedNotebookInstanceUrlInput) SetSessionExpirationDurationInSeconds(v int64) *CreatePresignedNotebookInstanceUrlInput {
	s.SessionExpirationDurationInSeconds = &v
	return s
}

type CreatePresignedNotebookInstanceUrlOutput struct {
	_ struct{} `type:"structure"`

	// A JSON object that contains the URL string.
	AuthorizedUrl *string `type:"string"`
}

// String returns the string representation
func (s CreatePresignedNotebookInstanceUrlOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreatePresignedNotebookInstanceUrlOutput) GoString() string {
	return s.String()
}

// SetAuthorizedUrl sets the AuthorizedUrl field's value.
func (s *CreatePresignedNotebookInstanceUrlOutput) SetAuthorizedUrl(v string) *CreatePresignedNotebookInstanceUrlOutput {
	s.AuthorizedUrl = &v
	return s
}

type CreateTrainingJobInput struct {
	_ struct{} `type:"structure"`

	// The registry path of the Docker image that contains the training algorithm
	// and algorithm-specific metadata, including the input mode. For more information
	// about algorithms provided by Amazon SageMaker, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	// For information about providing your own algorithms, see Using Your Own Algorithms
	// with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training. For more information,
	// see Protect Communications Between ML Compute Instances in a Distributed
	// Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/train-encrypt.html).
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// To train models using managed spot training, choose True. Managed spot training
	// provides a fully managed and scalable infrastructure for training machine
	// learning models. this option is useful when training jobs can be interrupted
	// and when there is flexibility when the training job is run.
	//
	// The complete and intermediate results of jobs are stored in an Amazon S3
	// bucket, and can be used as a starting point to train models incrementally.
	// Amazon SageMaker provides metrics and logs in CloudWatch. They can be used
	// to see when managed spot training jobs are running, interrupted, resumed,
	// or completed.
	EnableManagedSpotTraining *bool `type:"boolean"`

	// Isolates the training container. No inbound or outbound network calls can
	// be made, except for calls between peers within a training cluster for distributed
	// training. If you enable network isolation for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specified VPC, but the training container does not
	// have network access.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// Algorithm-specific parameters that influence the quality of the model. You
	// set hyperparameters before you start the learning process. For a list of
	// hyperparameters for each training algorithm provided by Amazon SageMaker,
	// see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	//
	// You can specify a maximum of 100 hyperparameters. Each hyperparameter is
	// a key-value pair. Each key and value is limited to 256 characters, as specified
	// by the Length Constraint.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects. Each channel is a named input source. InputDataConfig
	// describes the input data and its location.
	//
	// Algorithms can accept input data from one or more channels. For example,
	// an algorithm might have two channels of input data, training_data and validation_data.
	// The configuration for each channel provides the S3, EFS, or FSx location
	// where the input data is stored. It also provides information about the stored
	// data: the MIME type, compression method, and whether the data is wrapped
	// in RecordIO format.
	//
	// Depending on the input mode that the algorithm supports, Amazon SageMaker
	// either copies input data files from an S3 bucket to a local directory in
	// the Docker container, or makes it available as input streams. For example,
	// if you specify an EFS location, input data files will be made available as
	// input streams. They do not need to be downloaded.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// Specifies the path to the S3 location where you want to store model artifacts.
	// Amazon SageMaker creates subfolders for the artifacts.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// The resources, including the ML compute instances and ML storage volumes,
	// to use for model training.
	//
	// ML storage volumes store model artifacts and incremental states. Training
	// algorithms might also use ML storage volumes for scratch space. If you want
	// Amazon SageMaker to use the ML storage volume to store the training data,
	// choose File as the TrainingInputMode in the algorithm specification. For
	// distributed training algorithms, specify an instance count greater than 1.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	//
	// During model training, Amazon SageMaker needs your permission to read input
	// data from an S3 bucket, download a Docker image that contains training code,
	// write model artifacts to an S3 bucket, write logs to Amazon CloudWatch Logs,
	// and publish metrics to Amazon CloudWatch. You grant permissions for all of
	// these tasks to an IAM role. For more information, see Amazon SageMaker Roles
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// The name of the training job. The name must be unique within an AWS Region
	// in an AWS account.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// A VpcConfig object that specifies the VPC that you want your training job
	// to connect to. Control access to and from your training container by configuring
	// the VPC. For more information, see Protect Training Jobs by Using an Amazon
	// Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
}

// String returns the string representation
func (s CreateTrainingJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateTrainingJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateTrainingJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateTrainingJobInput"}
	if s.AlgorithmSpecification == nil {
		invalidParams.Add(request.NewErrParamRequired("AlgorithmSpecification"))
	}
	if s.InputDataConfig != nil && len(s.InputDataConfig) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("InputDataConfig", 1))
	}
	if s.OutputDataConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("OutputDataConfig"))
	}
	if s.ResourceConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceConfig"))
	}
	if s.RoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("RoleArn"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.StoppingCondition == nil {
		invalidParams.Add(request.NewErrParamRequired("StoppingCondition"))
	}
	if s.TrainingJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingJobName"))
	}
	if s.TrainingJobName != nil && len(*s.TrainingJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TrainingJobName", 1))
	}
	if s.AlgorithmSpecification != nil {
		if err := s.AlgorithmSpecification.Validate(); err != nil {
			invalidParams.AddNested("AlgorithmSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.CheckpointConfig != nil {
		if err := s.CheckpointConfig.Validate(); err != nil {
			invalidParams.AddNested("CheckpointConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.InputDataConfig != nil {
		for i, v := range s.InputDataConfig {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "InputDataConfig", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.OutputDataConfig != nil {
		if err := s.OutputDataConfig.Validate(); err != nil {
			invalidParams.AddNested("OutputDataConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.ResourceConfig != nil {
		if err := s.ResourceConfig.Validate(); err != nil {
			invalidParams.AddNested("ResourceConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.StoppingCondition != nil {
		if err := s.StoppingCondition.Validate(); err != nil {
			invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams))
		}
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.VpcConfig != nil {
		if err := s.VpcConfig.Validate(); err != nil {
			invalidParams.AddNested("VpcConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmSpecification sets the AlgorithmSpecification field's value.
func (s *CreateTrainingJobInput) SetAlgorithmSpecification(v *AlgorithmSpecification) *CreateTrainingJobInput {
	s.AlgorithmSpecification = v
	return s
}

// SetCheckpointConfig sets the CheckpointConfig field's value.
func (s *CreateTrainingJobInput) SetCheckpointConfig(v *CheckpointConfig) *CreateTrainingJobInput {
	s.CheckpointConfig = v
	return s
}

// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.
func (s *CreateTrainingJobInput) SetEnableInterContainerTrafficEncryption(v bool) *CreateTrainingJobInput {
	s.EnableInterContainerTrafficEncryption = &v
	return s
}

// SetEnableManagedSpotTraining sets the EnableManagedSpotTraining field's value.
func (s *CreateTrainingJobInput) SetEnableManagedSpotTraining(v bool) *CreateTrainingJobInput {
	s.EnableManagedSpotTraining = &v
	return s
}

// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.
func (s *CreateTrainingJobInput) SetEnableNetworkIsolation(v bool) *CreateTrainingJobInput {
	s.EnableNetworkIsolation = &v
	return s
}

// SetHyperParameters sets the HyperParameters field's value.
func (s *CreateTrainingJobInput) SetHyperParameters(v map[string]*string) *CreateTrainingJobInput {
	s.HyperParameters = v
	return s
}

// SetInputDataConfig sets the InputDataConfig field's value.
func (s *CreateTrainingJobInput) SetInputDataConfig(v []*Channel) *CreateTrainingJobInput {
	s.InputDataConfig = v
	return s
}

// SetOutputDataConfig sets the OutputDataConfig field's value.
func (s *CreateTrainingJobInput) SetOutputDataConfig(v *OutputDataConfig) *CreateTrainingJobInput {
	s.OutputDataConfig = v
	return s
}

// SetResourceConfig sets the ResourceConfig field's value.
func (s *CreateTrainingJobInput) SetResourceConfig(v *ResourceConfig) *CreateTrainingJobInput {
	s.ResourceConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *CreateTrainingJobInput) SetRoleArn(v string) *CreateTrainingJobInput {
	s.RoleArn = &v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *CreateTrainingJobInput) SetStoppingCondition(v *StoppingCondition) *CreateTrainingJobInput {
	s.StoppingCondition = v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateTrainingJobInput) SetTags(v []*Tag) *CreateTrainingJobInput {
	s.Tags = v
	return s
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *CreateTrainingJobInput) SetTrainingJobName(v string) *CreateTrainingJobInput {
	s.TrainingJobName = &v
	return s
}

// SetVpcConfig sets the VpcConfig field's value.
func (s *CreateTrainingJobInput) SetVpcConfig(v *VpcConfig) *CreateTrainingJobInput {
	s.VpcConfig = v
	return s
}

type CreateTrainingJobOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s CreateTrainingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateTrainingJobOutput) GoString() string {
	return s.String()
}

// SetTrainingJobArn sets the TrainingJobArn field's value.
func (s *CreateTrainingJobOutput) SetTrainingJobArn(v string) *CreateTrainingJobOutput {
	s.TrainingJobArn = &v
	return s
}

type CreateTransformJobInput struct {
	_ struct{} `type:"structure"`

	// Specifies the number of records to include in a mini-batch for an HTTP inference
	// request. A record is a single unit of input data that inference can be made
	// on. For example, a single line in a CSV file is a record.
	//
	// To enable the batch strategy, you must set SplitType to Line, RecordIO, or
	// TFRecord.
	//
	// To use only one record when making an HTTP invocation request to a container,
	// set BatchStrategy to SingleRecord and SplitType to Line.
	//
	// To fit as many records in a mini-batch as can fit within the MaxPayloadInMB
	// limit, set BatchStrategy to MultiRecord and SplitType to Line.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing `type:"structure"`

	// The environment variables to set in the Docker container. We support up to
	// 16 key and values entries in the map.
	Environment map[string]*string `type:"map"`

	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. If MaxConcurrentTransforms is set to 0 or left unset,
	// Amazon SageMaker checks the optional execution-parameters to determine the
	// optimal settings for your chosen algorithm. If the execution-parameters endpoint
	// is not enabled, the default value is 1. For more information on execution-parameters,
	// see How Containers Serve Requests (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-batch-code.html#your-algorithms-batch-code-how-containe-serves-requests).
	// For built-in algorithms, you don't need to set a value for MaxConcurrentTransforms.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum allowed size of the payload, in MB. A payload is the data portion
	// of a record (without metadata). The value in MaxPayloadInMB must be greater
	// than, or equal to, the size of a single record. To estimate the size of a
	// record in MB, divide the size of your dataset by the number of records. To
	// ensure that the records fit within the maximum payload size, we recommend
	// using a slightly larger value. The default value is 6 MB.
	//
	// For cases where the payload might be arbitrarily large and is transmitted
	// using HTTP chunked encoding, set the value to 0. This feature works only
	// in supported algorithms. Currently, Amazon SageMaker built-in algorithms
	// do not support HTTP chunked encoding.
	MaxPayloadInMB *int64 `type:"integer"`

	// The name of the model that you want to use for the transform job. ModelName
	// must be the name of an existing Amazon SageMaker model within an AWS Region
	// in an AWS account.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// Describes the input source and the way the transform job consumes it.
	//
	// TransformInput is a required field
	TransformInput *TransformInput `type:"structure" required:"true"`

	// The name of the transform job. The name must be unique within an AWS Region
	// in an AWS account.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`

	// Describes the results of the transform job.
	//
	// TransformOutput is a required field
	TransformOutput *TransformOutput `type:"structure" required:"true"`

	// Describes the resources, including ML instance types and ML instance count,
	// to use for the transform job.
	//
	// TransformResources is a required field
	TransformResources *TransformResources `type:"structure" required:"true"`
}

// String returns the string representation
func (s CreateTransformJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateTransformJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateTransformJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateTransformJobInput"}
	if s.ModelName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelName"))
	}
	if s.TransformInput == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformInput"))
	}
	if s.TransformJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformJobName"))
	}
	if s.TransformJobName != nil && len(*s.TransformJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TransformJobName", 1))
	}
	if s.TransformOutput == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformOutput"))
	}
	if s.TransformResources == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformResources"))
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.TransformInput != nil {
		if err := s.TransformInput.Validate(); err != nil {
			invalidParams.AddNested("TransformInput", err.(request.ErrInvalidParams))
		}
	}
	if s.TransformOutput != nil {
		if err := s.TransformOutput.Validate(); err != nil {
			invalidParams.AddNested("TransformOutput", err.(request.ErrInvalidParams))
		}
	}
	if s.TransformResources != nil {
		if err := s.TransformResources.Validate(); err != nil {
			invalidParams.AddNested("TransformResources", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetBatchStrategy sets the BatchStrategy field's value.
func (s *CreateTransformJobInput) SetBatchStrategy(v string) *CreateTransformJobInput {
	s.BatchStrategy = &v
	return s
}

// SetDataProcessing sets the DataProcessing field's value.
func (s *CreateTransformJobInput) SetDataProcessing(v *DataProcessing) *CreateTransformJobInput {
	s.DataProcessing = v
	return s
}

// SetEnvironment sets the Environment field's value.
func (s *CreateTransformJobInput) SetEnvironment(v map[string]*string) *CreateTransformJobInput {
	s.Environment = v
	return s
}

// SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.
func (s *CreateTransformJobInput) SetMaxConcurrentTransforms(v int64) *CreateTransformJobInput {
	s.MaxConcurrentTransforms = &v
	return s
}

// SetMaxPayloadInMB sets the MaxPayloadInMB field's value.
func (s *CreateTransformJobInput) SetMaxPayloadInMB(v int64) *CreateTransformJobInput {
	s.MaxPayloadInMB = &v
	return s
}

// SetModelName sets the ModelName field's value.
func (s *CreateTransformJobInput) SetModelName(v string) *CreateTransformJobInput {
	s.ModelName = &v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateTransformJobInput) SetTags(v []*Tag) *CreateTransformJobInput {
	s.Tags = v
	return s
}

// SetTransformInput sets the TransformInput field's value.
func (s *CreateTransformJobInput) SetTransformInput(v *TransformInput) *CreateTransformJobInput {
	s.TransformInput = v
	return s
}

// SetTransformJobName sets the TransformJobName field's value.
func (s *CreateTransformJobInput) SetTransformJobName(v string) *CreateTransformJobInput {
	s.TransformJobName = &v
	return s
}

// SetTransformOutput sets the TransformOutput field's value.
func (s *CreateTransformJobInput) SetTransformOutput(v *TransformOutput) *CreateTransformJobInput {
	s.TransformOutput = v
	return s
}

// SetTransformResources sets the TransformResources field's value.
func (s *CreateTransformJobInput) SetTransformResources(v *TransformResources) *CreateTransformJobInput {
	s.TransformResources = v
	return s
}

type CreateTransformJobOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the transform job.
	//
	// TransformJobArn is a required field
	TransformJobArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s CreateTransformJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateTransformJobOutput) GoString() string {
	return s.String()
}

// SetTransformJobArn sets the TransformJobArn field's value.
func (s *CreateTransformJobOutput) SetTransformJobArn(v string) *CreateTransformJobOutput {
	s.TransformJobArn = &v
	return s
}

type CreateWorkteamInput struct {
	_ struct{} `type:"structure"`

	// A description of the work team.
	//
	// Description is a required field
	Description *string `min:"1" type:"string" required:"true"`

	// A list of MemberDefinition objects that contains objects that identify the
	// Amazon Cognito user pool that makes up the work team. For more information,
	// see Amazon Cognito User Pools (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).
	//
	// All of the CognitoMemberDefinition objects that make up the member definition
	// must have the same ClientId and UserPool values.
	//
	// MemberDefinitions is a required field
	MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"`

	// Configures notification of workers regarding available or expiring work items.
	NotificationConfiguration *NotificationConfiguration `type:"structure"`

	// An array of key-value pairs.
	//
	// For more information, see Resource Tag (https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html)
	// and Using Cost Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// The name of the work team. Use this name to identify the work team.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s CreateWorkteamInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateWorkteamInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *CreateWorkteamInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "CreateWorkteamInput"}
	if s.Description == nil {
		invalidParams.Add(request.NewErrParamRequired("Description"))
	}
	if s.Description != nil && len(*s.Description) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Description", 1))
	}
	if s.MemberDefinitions == nil {
		invalidParams.Add(request.NewErrParamRequired("MemberDefinitions"))
	}
	if s.MemberDefinitions != nil && len(s.MemberDefinitions) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("MemberDefinitions", 1))
	}
	if s.WorkteamName == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamName"))
	}
	if s.WorkteamName != nil && len(*s.WorkteamName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1))
	}
	if s.MemberDefinitions != nil {
		for i, v := range s.MemberDefinitions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MemberDefinitions", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.Tags != nil {
		for i, v := range s.Tags {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDescription sets the Description field's value.
func (s *CreateWorkteamInput) SetDescription(v string) *CreateWorkteamInput {
	s.Description = &v
	return s
}

// SetMemberDefinitions sets the MemberDefinitions field's value.
func (s *CreateWorkteamInput) SetMemberDefinitions(v []*MemberDefinition) *CreateWorkteamInput {
	s.MemberDefinitions = v
	return s
}

// SetNotificationConfiguration sets the NotificationConfiguration field's value.
func (s *CreateWorkteamInput) SetNotificationConfiguration(v *NotificationConfiguration) *CreateWorkteamInput {
	s.NotificationConfiguration = v
	return s
}

// SetTags sets the Tags field's value.
func (s *CreateWorkteamInput) SetTags(v []*Tag) *CreateWorkteamInput {
	s.Tags = v
	return s
}

// SetWorkteamName sets the WorkteamName field's value.
func (s *CreateWorkteamInput) SetWorkteamName(v string) *CreateWorkteamInput {
	s.WorkteamName = &v
	return s
}

type CreateWorkteamOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the work team. You can use this ARN to
	// identify the work team.
	WorkteamArn *string `type:"string"`
}

// String returns the string representation
func (s CreateWorkteamOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s CreateWorkteamOutput) GoString() string {
	return s.String()
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *CreateWorkteamOutput) SetWorkteamArn(v string) *CreateWorkteamOutput {
	s.WorkteamArn = &v
	return s
}

// The data structure used to specify the data to be used for inference in a
// batch transform job and to associate the data that is relevant to the prediction
// results in the output. The input filter provided allows you to exclude input
// data that is not needed for inference in a batch transform job. The output
// filter provided allows you to include input data relevant to interpreting
// the predictions in the output from the job. For more information, see Associate
// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
type DataProcessing struct {
	_ struct{} `type:"structure"`

	// A JSONPath (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html#data-processing-operators)
	// expression used to select a portion of the input data to pass to the algorithm.
	// Use the InputFilter parameter to exclude fields, such as an ID column, from
	// the input. If you want Amazon SageMaker to pass the entire input dataset
	// to the algorithm, accept the default value $.
	//
	// Examples: "$", "$[1:]", "$.features"
	InputFilter *string `type:"string"`

	// Specifies the source of the data to join with the transformed data. The valid
	// values are None and Input The default value is None which specifies not to
	// join the input with the transformed data. If you want the batch transform
	// job to join the original input data with the transformed data, set JoinSource
	// to Input.
	//
	// For JSON or JSONLines objects, such as a JSON array, Amazon SageMaker adds
	// the transformed data to the input JSON object in an attribute called SageMakerOutput.
	// The joined result for JSON must be a key-value pair object. If the input
	// is not a key-value pair object, Amazon SageMaker creates a new JSON file.
	// In the new JSON file, and the input data is stored under the SageMakerInput
	// key and the results are stored in SageMakerOutput.
	//
	// For CSV files, Amazon SageMaker combines the transformed data with the input
	// data at the end of the input data and stores it in the output file. The joined
	// data has the joined input data followed by the transformed data and the output
	// is a CSV file.
	JoinSource *string `type:"string" enum:"JoinSource"`

	// A JSONPath (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html#data-processing-operators)
	// expression used to select a portion of the joined dataset to save in the
	// output file for a batch transform job. If you want Amazon SageMaker to store
	// the entire input dataset in the output file, leave the default value, $.
	// If you specify indexes that aren't within the dimension size of the joined
	// dataset, you get an error.
	//
	// Examples: "$", "$[0,5:]", "$['id','SageMakerOutput']"
	OutputFilter *string `type:"string"`
}

// String returns the string representation
func (s DataProcessing) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DataProcessing) GoString() string {
	return s.String()
}

// SetInputFilter sets the InputFilter field's value.
func (s *DataProcessing) SetInputFilter(v string) *DataProcessing {
	s.InputFilter = &v
	return s
}

// SetJoinSource sets the JoinSource field's value.
func (s *DataProcessing) SetJoinSource(v string) *DataProcessing {
	s.JoinSource = &v
	return s
}

// SetOutputFilter sets the OutputFilter field's value.
func (s *DataProcessing) SetOutputFilter(v string) *DataProcessing {
	s.OutputFilter = &v
	return s
}

// Describes the location of the channel data.
type DataSource struct {
	_ struct{} `type:"structure"`

	// The file system that is associated with a channel.
	FileSystemDataSource *FileSystemDataSource `type:"structure"`

	// The S3 location of the data source that is associated with a channel.
	S3DataSource *S3DataSource `type:"structure"`
}

// String returns the string representation
func (s DataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DataSource"}
	if s.FileSystemDataSource != nil {
		if err := s.FileSystemDataSource.Validate(); err != nil {
			invalidParams.AddNested("FileSystemDataSource", err.(request.ErrInvalidParams))
		}
	}
	if s.S3DataSource != nil {
		if err := s.S3DataSource.Validate(); err != nil {
			invalidParams.AddNested("S3DataSource", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetFileSystemDataSource sets the FileSystemDataSource field's value.
func (s *DataSource) SetFileSystemDataSource(v *FileSystemDataSource) *DataSource {
	s.FileSystemDataSource = v
	return s
}

// SetS3DataSource sets the S3DataSource field's value.
func (s *DataSource) SetS3DataSource(v *S3DataSource) *DataSource {
	s.S3DataSource = v
	return s
}

type DeleteAlgorithmInput struct {
	_ struct{} `type:"structure"`

	// The name of the algorithm to delete.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteAlgorithmInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteAlgorithmInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteAlgorithmInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteAlgorithmInput"}
	if s.AlgorithmName == nil {
		invalidParams.Add(request.NewErrParamRequired("AlgorithmName"))
	}
	if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *DeleteAlgorithmInput) SetAlgorithmName(v string) *DeleteAlgorithmInput {
	s.AlgorithmName = &v
	return s
}

type DeleteAlgorithmOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteAlgorithmOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteAlgorithmOutput) GoString() string {
	return s.String()
}

type DeleteCodeRepositoryInput struct {
	_ struct{} `type:"structure"`

	// The name of the Git repository to delete.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteCodeRepositoryInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteCodeRepositoryInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteCodeRepositoryInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteCodeRepositoryInput"}
	if s.CodeRepositoryName == nil {
		invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName"))
	}
	if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCodeRepositoryName sets the CodeRepositoryName field's value.
func (s *DeleteCodeRepositoryInput) SetCodeRepositoryName(v string) *DeleteCodeRepositoryInput {
	s.CodeRepositoryName = &v
	return s
}

type DeleteCodeRepositoryOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteCodeRepositoryOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteCodeRepositoryOutput) GoString() string {
	return s.String()
}

type DeleteEndpointConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the endpoint configuration that you want to delete.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteEndpointConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteEndpointConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteEndpointConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteEndpointConfigInput"}
	if s.EndpointConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointConfigName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *DeleteEndpointConfigInput) SetEndpointConfigName(v string) *DeleteEndpointConfigInput {
	s.EndpointConfigName = &v
	return s
}

type DeleteEndpointConfigOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteEndpointConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteEndpointConfigOutput) GoString() string {
	return s.String()
}

type DeleteEndpointInput struct {
	_ struct{} `type:"structure"`

	// The name of the endpoint that you want to delete.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteEndpointInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteEndpointInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteEndpointInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteEndpointInput"}
	if s.EndpointName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointName sets the EndpointName field's value.
func (s *DeleteEndpointInput) SetEndpointName(v string) *DeleteEndpointInput {
	s.EndpointName = &v
	return s
}

type DeleteEndpointOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteEndpointOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteEndpointOutput) GoString() string {
	return s.String()
}

type DeleteModelInput struct {
	_ struct{} `type:"structure"`

	// The name of the model to delete.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteModelInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteModelInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteModelInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteModelInput"}
	if s.ModelName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetModelName sets the ModelName field's value.
func (s *DeleteModelInput) SetModelName(v string) *DeleteModelInput {
	s.ModelName = &v
	return s
}

type DeleteModelOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteModelOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteModelOutput) GoString() string {
	return s.String()
}

type DeleteModelPackageInput struct {
	_ struct{} `type:"structure"`

	// The name of the model package. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteModelPackageInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteModelPackageInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteModelPackageInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteModelPackageInput"}
	if s.ModelPackageName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelPackageName"))
	}
	if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetModelPackageName sets the ModelPackageName field's value.
func (s *DeleteModelPackageInput) SetModelPackageName(v string) *DeleteModelPackageInput {
	s.ModelPackageName = &v
	return s
}

type DeleteModelPackageOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteModelPackageOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteModelPackageOutput) GoString() string {
	return s.String()
}

type DeleteNotebookInstanceInput struct {
	_ struct{} `type:"structure"`

	// The name of the Amazon SageMaker notebook instance to delete.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteNotebookInstanceInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteNotebookInstanceInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteNotebookInstanceInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteNotebookInstanceInput"}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *DeleteNotebookInstanceInput) SetNotebookInstanceName(v string) *DeleteNotebookInstanceInput {
	s.NotebookInstanceName = &v
	return s
}

type DeleteNotebookInstanceLifecycleConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the lifecycle configuration to delete.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteNotebookInstanceLifecycleConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteNotebookInstanceLifecycleConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteNotebookInstanceLifecycleConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteNotebookInstanceLifecycleConfigInput"}
	if s.NotebookInstanceLifecycleConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *DeleteNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DeleteNotebookInstanceLifecycleConfigInput {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

type DeleteNotebookInstanceLifecycleConfigOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteNotebookInstanceLifecycleConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteNotebookInstanceLifecycleConfigOutput) GoString() string {
	return s.String()
}

type DeleteNotebookInstanceOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteNotebookInstanceOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteNotebookInstanceOutput) GoString() string {
	return s.String()
}

type DeleteTagsInput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the resource whose tags you want to delete.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`

	// An array or one or more tag keys to delete.
	//
	// TagKeys is a required field
	TagKeys []*string `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s DeleteTagsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteTagsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteTagsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteTagsInput"}
	if s.ResourceArn == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceArn"))
	}
	if s.TagKeys == nil {
		invalidParams.Add(request.NewErrParamRequired("TagKeys"))
	}
	if s.TagKeys != nil && len(s.TagKeys) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TagKeys", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetResourceArn sets the ResourceArn field's value.
func (s *DeleteTagsInput) SetResourceArn(v string) *DeleteTagsInput {
	s.ResourceArn = &v
	return s
}

// SetTagKeys sets the TagKeys field's value.
func (s *DeleteTagsInput) SetTagKeys(v []*string) *DeleteTagsInput {
	s.TagKeys = v
	return s
}

type DeleteTagsOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s DeleteTagsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteTagsOutput) GoString() string {
	return s.String()
}

type DeleteWorkteamInput struct {
	_ struct{} `type:"structure"`

	// The name of the work team to delete.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DeleteWorkteamInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteWorkteamInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DeleteWorkteamInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DeleteWorkteamInput"}
	if s.WorkteamName == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamName"))
	}
	if s.WorkteamName != nil && len(*s.WorkteamName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetWorkteamName sets the WorkteamName field's value.
func (s *DeleteWorkteamInput) SetWorkteamName(v string) *DeleteWorkteamInput {
	s.WorkteamName = &v
	return s
}

type DeleteWorkteamOutput struct {
	_ struct{} `type:"structure"`

	// Returns true if the work team was successfully deleted; otherwise, returns
	// false.
	//
	// Success is a required field
	Success *bool `type:"boolean" required:"true"`
}

// String returns the string representation
func (s DeleteWorkteamOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeleteWorkteamOutput) GoString() string {
	return s.String()
}

// SetSuccess sets the Success field's value.
func (s *DeleteWorkteamOutput) SetSuccess(v bool) *DeleteWorkteamOutput {
	s.Success = &v
	return s
}

// Gets the Amazon EC2 Container Registry path of the docker image of the model
// that is hosted in this ProductionVariant.
//
// If you used the registry/repository[:tag] form to specify the image path
// of the primary container when you created the model hosted in this ProductionVariant,
// the path resolves to a path of the form registry/repository[@digest]. A digest
// is a hash value that identifies a specific version of an image. For information
// about Amazon ECR paths, see Pulling an Image (https://docs.aws.amazon.com/AmazonECR/latest/userguide/docker-pull-ecr-image.html)
// in the Amazon ECR User Guide.
type DeployedImage struct {
	_ struct{} `type:"structure"`

	// The date and time when the image path for the model resolved to the ResolvedImage
	ResolutionTime *time.Time `type:"timestamp"`

	// The specific digest path of the image hosted in this ProductionVariant.
	ResolvedImage *string `type:"string"`

	// The image path you specified when you created the model.
	SpecifiedImage *string `type:"string"`
}

// String returns the string representation
func (s DeployedImage) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DeployedImage) GoString() string {
	return s.String()
}

// SetResolutionTime sets the ResolutionTime field's value.
func (s *DeployedImage) SetResolutionTime(v time.Time) *DeployedImage {
	s.ResolutionTime = &v
	return s
}

// SetResolvedImage sets the ResolvedImage field's value.
func (s *DeployedImage) SetResolvedImage(v string) *DeployedImage {
	s.ResolvedImage = &v
	return s
}

// SetSpecifiedImage sets the SpecifiedImage field's value.
func (s *DeployedImage) SetSpecifiedImage(v string) *DeployedImage {
	s.SpecifiedImage = &v
	return s
}

type DescribeAlgorithmInput struct {
	_ struct{} `type:"structure"`

	// The name of the algorithm to describe.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeAlgorithmInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeAlgorithmInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeAlgorithmInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeAlgorithmInput"}
	if s.AlgorithmName == nil {
		invalidParams.Add(request.NewErrParamRequired("AlgorithmName"))
	}
	if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *DescribeAlgorithmInput) SetAlgorithmName(v string) *DescribeAlgorithmInput {
	s.AlgorithmName = &v
	return s
}

type DescribeAlgorithmOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the algorithm.
	//
	// AlgorithmArn is a required field
	AlgorithmArn *string `min:"1" type:"string" required:"true"`

	// A brief summary about the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm being described.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// The current status of the algorithm.
	//
	// AlgorithmStatus is a required field
	AlgorithmStatus *string `type:"string" required:"true" enum:"AlgorithmStatus"`

	// Details about the current status of the algorithm.
	//
	// AlgorithmStatusDetails is a required field
	AlgorithmStatusDetails *AlgorithmStatusDetails `type:"structure" required:"true"`

	// Whether the algorithm is certified to be listed in AWS Marketplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// A timestamp specifying when the algorithm was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Details about inference jobs that the algorithm runs.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// The product identifier of the algorithm.
	ProductId *string `type:"string"`

	// Details about training jobs run by this algorithm.
	//
	// TrainingSpecification is a required field
	TrainingSpecification *TrainingSpecification `type:"structure" required:"true"`

	// Details about configurations for one or more training jobs that Amazon SageMaker
	// runs to test the algorithm.
	ValidationSpecification *AlgorithmValidationSpecification `type:"structure"`
}

// String returns the string representation
func (s DescribeAlgorithmOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeAlgorithmOutput) GoString() string {
	return s.String()
}

// SetAlgorithmArn sets the AlgorithmArn field's value.
func (s *DescribeAlgorithmOutput) SetAlgorithmArn(v string) *DescribeAlgorithmOutput {
	s.AlgorithmArn = &v
	return s
}

// SetAlgorithmDescription sets the AlgorithmDescription field's value.
func (s *DescribeAlgorithmOutput) SetAlgorithmDescription(v string) *DescribeAlgorithmOutput {
	s.AlgorithmDescription = &v
	return s
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *DescribeAlgorithmOutput) SetAlgorithmName(v string) *DescribeAlgorithmOutput {
	s.AlgorithmName = &v
	return s
}

// SetAlgorithmStatus sets the AlgorithmStatus field's value.
func (s *DescribeAlgorithmOutput) SetAlgorithmStatus(v string) *DescribeAlgorithmOutput {
	s.AlgorithmStatus = &v
	return s
}

// SetAlgorithmStatusDetails sets the AlgorithmStatusDetails field's value.
func (s *DescribeAlgorithmOutput) SetAlgorithmStatusDetails(v *AlgorithmStatusDetails) *DescribeAlgorithmOutput {
	s.AlgorithmStatusDetails = v
	return s
}

// SetCertifyForMarketplace sets the CertifyForMarketplace field's value.
func (s *DescribeAlgorithmOutput) SetCertifyForMarketplace(v bool) *DescribeAlgorithmOutput {
	s.CertifyForMarketplace = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeAlgorithmOutput) SetCreationTime(v time.Time) *DescribeAlgorithmOutput {
	s.CreationTime = &v
	return s
}

// SetInferenceSpecification sets the InferenceSpecification field's value.
func (s *DescribeAlgorithmOutput) SetInferenceSpecification(v *InferenceSpecification) *DescribeAlgorithmOutput {
	s.InferenceSpecification = v
	return s
}

// SetProductId sets the ProductId field's value.
func (s *DescribeAlgorithmOutput) SetProductId(v string) *DescribeAlgorithmOutput {
	s.ProductId = &v
	return s
}

// SetTrainingSpecification sets the TrainingSpecification field's value.
func (s *DescribeAlgorithmOutput) SetTrainingSpecification(v *TrainingSpecification) *DescribeAlgorithmOutput {
	s.TrainingSpecification = v
	return s
}

// SetValidationSpecification sets the ValidationSpecification field's value.
func (s *DescribeAlgorithmOutput) SetValidationSpecification(v *AlgorithmValidationSpecification) *DescribeAlgorithmOutput {
	s.ValidationSpecification = v
	return s
}

type DescribeCodeRepositoryInput struct {
	_ struct{} `type:"structure"`

	// The name of the Git repository to describe.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeCodeRepositoryInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeCodeRepositoryInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeCodeRepositoryInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeCodeRepositoryInput"}
	if s.CodeRepositoryName == nil {
		invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName"))
	}
	if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCodeRepositoryName sets the CodeRepositoryName field's value.
func (s *DescribeCodeRepositoryInput) SetCodeRepositoryName(v string) *DescribeCodeRepositoryInput {
	s.CodeRepositoryName = &v
	return s
}

type DescribeCodeRepositoryOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the Git repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`

	// The name of the Git repository.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// The date and time that the repository was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Configuration details about the repository, including the URL where the repository
	// is located, the default branch, and the Amazon Resource Name (ARN) of the
	// AWS Secrets Manager secret that contains the credentials used to access the
	// repository.
	GitConfig *GitConfig `type:"structure"`

	// The date and time that the repository was last changed.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
}

// String returns the string representation
func (s DescribeCodeRepositoryOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeCodeRepositoryOutput) GoString() string {
	return s.String()
}

// SetCodeRepositoryArn sets the CodeRepositoryArn field's value.
func (s *DescribeCodeRepositoryOutput) SetCodeRepositoryArn(v string) *DescribeCodeRepositoryOutput {
	s.CodeRepositoryArn = &v
	return s
}

// SetCodeRepositoryName sets the CodeRepositoryName field's value.
func (s *DescribeCodeRepositoryOutput) SetCodeRepositoryName(v string) *DescribeCodeRepositoryOutput {
	s.CodeRepositoryName = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeCodeRepositoryOutput) SetCreationTime(v time.Time) *DescribeCodeRepositoryOutput {
	s.CreationTime = &v
	return s
}

// SetGitConfig sets the GitConfig field's value.
func (s *DescribeCodeRepositoryOutput) SetGitConfig(v *GitConfig) *DescribeCodeRepositoryOutput {
	s.GitConfig = v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeCodeRepositoryOutput) SetLastModifiedTime(v time.Time) *DescribeCodeRepositoryOutput {
	s.LastModifiedTime = &v
	return s
}

type DescribeCompilationJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the model compilation job that you want information about.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeCompilationJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeCompilationJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeCompilationJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeCompilationJobInput"}
	if s.CompilationJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("CompilationJobName"))
	}
	if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CompilationJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCompilationJobName sets the CompilationJobName field's value.
func (s *DescribeCompilationJobInput) SetCompilationJobName(v string) *DescribeCompilationJobInput {
	s.CompilationJobName = &v
	return s
}

type DescribeCompilationJobOutput struct {
	_ struct{} `type:"structure"`

	// The time when the model compilation job on a compilation job instance ended.
	// For a successful or stopped job, this is when the job's model artifacts have
	// finished uploading. For a failed job, this is when Amazon SageMaker detected
	// that the job failed.
	CompilationEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes
	// to perform the model compilation job.
	//
	// CompilationJobArn is a required field
	CompilationJobArn *string `type:"string" required:"true"`

	// The name of the model compilation job.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`

	// The status of the model compilation job.
	//
	// CompilationJobStatus is a required field
	CompilationJobStatus *string `type:"string" required:"true" enum:"CompilationJobStatus"`

	// The time when the model compilation job started the CompilationJob instances.
	//
	// You are billed for the time between this timestamp and the timestamp in the
	// DescribeCompilationJobResponse$CompilationEndTime field. In Amazon CloudWatch
	// Logs, the start time might be later than this time. That's because it takes
	// time to download the compilation job, which depends on the size of the compilation
	// job container.
	CompilationStartTime *time.Time `type:"timestamp"`

	// The time that the model compilation job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If a model compilation job failed, the reason it failed.
	//
	// FailureReason is a required field
	FailureReason *string `type:"string" required:"true"`

	// Information about the location in Amazon S3 of the input model artifacts,
	// the name and shape of the expected data inputs, and the framework in which
	// the model was trained.
	//
	// InputConfig is a required field
	InputConfig *InputConfig `type:"structure" required:"true"`

	// The time that the status of the model compilation job was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// Information about the location in Amazon S3 that has been configured for
	// storing the model artifacts used in the compilation job.
	//
	// ModelArtifacts is a required field
	ModelArtifacts *ModelArtifacts `type:"structure" required:"true"`

	// Information about the output location for the compiled model and the target
	// device that the model runs on.
	//
	// OutputConfig is a required field
	OutputConfig *OutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the model compilation job.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies a limit to how long a model compilation job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the compilation job. Use this
	// API to cap model training costs.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`
}

// String returns the string representation
func (s DescribeCompilationJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeCompilationJobOutput) GoString() string {
	return s.String()
}

// SetCompilationEndTime sets the CompilationEndTime field's value.
func (s *DescribeCompilationJobOutput) SetCompilationEndTime(v time.Time) *DescribeCompilationJobOutput {
	s.CompilationEndTime = &v
	return s
}

// SetCompilationJobArn sets the CompilationJobArn field's value.
func (s *DescribeCompilationJobOutput) SetCompilationJobArn(v string) *DescribeCompilationJobOutput {
	s.CompilationJobArn = &v
	return s
}

// SetCompilationJobName sets the CompilationJobName field's value.
func (s *DescribeCompilationJobOutput) SetCompilationJobName(v string) *DescribeCompilationJobOutput {
	s.CompilationJobName = &v
	return s
}

// SetCompilationJobStatus sets the CompilationJobStatus field's value.
func (s *DescribeCompilationJobOutput) SetCompilationJobStatus(v string) *DescribeCompilationJobOutput {
	s.CompilationJobStatus = &v
	return s
}

// SetCompilationStartTime sets the CompilationStartTime field's value.
func (s *DescribeCompilationJobOutput) SetCompilationStartTime(v time.Time) *DescribeCompilationJobOutput {
	s.CompilationStartTime = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeCompilationJobOutput) SetCreationTime(v time.Time) *DescribeCompilationJobOutput {
	s.CreationTime = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeCompilationJobOutput) SetFailureReason(v string) *DescribeCompilationJobOutput {
	s.FailureReason = &v
	return s
}

// SetInputConfig sets the InputConfig field's value.
func (s *DescribeCompilationJobOutput) SetInputConfig(v *InputConfig) *DescribeCompilationJobOutput {
	s.InputConfig = v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeCompilationJobOutput) SetLastModifiedTime(v time.Time) *DescribeCompilationJobOutput {
	s.LastModifiedTime = &v
	return s
}

// SetModelArtifacts sets the ModelArtifacts field's value.
func (s *DescribeCompilationJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeCompilationJobOutput {
	s.ModelArtifacts = v
	return s
}

// SetOutputConfig sets the OutputConfig field's value.
func (s *DescribeCompilationJobOutput) SetOutputConfig(v *OutputConfig) *DescribeCompilationJobOutput {
	s.OutputConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *DescribeCompilationJobOutput) SetRoleArn(v string) *DescribeCompilationJobOutput {
	s.RoleArn = &v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *DescribeCompilationJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeCompilationJobOutput {
	s.StoppingCondition = v
	return s
}

type DescribeEndpointConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeEndpointConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeEndpointConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeEndpointConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeEndpointConfigInput"}
	if s.EndpointConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointConfigName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *DescribeEndpointConfigInput) SetEndpointConfigName(v string) *DescribeEndpointConfigInput {
	s.EndpointConfigName = &v
	return s
}

type DescribeEndpointConfigOutput struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the endpoint configuration was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint configuration.
	//
	// EndpointConfigArn is a required field
	EndpointConfigArn *string `min:"20" type:"string" required:"true"`

	// Name of the Amazon SageMaker endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// AWS KMS key ID Amazon SageMaker uses to encrypt data when storing it on the
	// ML storage volume attached to the instance.
	KmsKeyId *string `type:"string"`

	// An array of ProductionVariant objects, one for each model that you want to
	// host at this endpoint.
	//
	// ProductionVariants is a required field
	ProductionVariants []*ProductionVariant `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s DescribeEndpointConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeEndpointConfigOutput) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeEndpointConfigOutput) SetCreationTime(v time.Time) *DescribeEndpointConfigOutput {
	s.CreationTime = &v
	return s
}

// SetEndpointConfigArn sets the EndpointConfigArn field's value.
func (s *DescribeEndpointConfigOutput) SetEndpointConfigArn(v string) *DescribeEndpointConfigOutput {
	s.EndpointConfigArn = &v
	return s
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *DescribeEndpointConfigOutput) SetEndpointConfigName(v string) *DescribeEndpointConfigOutput {
	s.EndpointConfigName = &v
	return s
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *DescribeEndpointConfigOutput) SetKmsKeyId(v string) *DescribeEndpointConfigOutput {
	s.KmsKeyId = &v
	return s
}

// SetProductionVariants sets the ProductionVariants field's value.
func (s *DescribeEndpointConfigOutput) SetProductionVariants(v []*ProductionVariant) *DescribeEndpointConfigOutput {
	s.ProductionVariants = v
	return s
}

type DescribeEndpointInput struct {
	_ struct{} `type:"structure"`

	// The name of the endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeEndpointInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeEndpointInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeEndpointInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeEndpointInput"}
	if s.EndpointName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointName sets the EndpointName field's value.
func (s *DescribeEndpointInput) SetEndpointName(v string) *DescribeEndpointInput {
	s.EndpointName = &v
	return s
}

type DescribeEndpointOutput struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the endpoint was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`

	// The name of the endpoint configuration associated with this endpoint.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// Name of the endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// The status of the endpoint.
	//
	//    * OutOfService: Endpoint is not available to take incoming requests.
	//
	//    * Creating: CreateEndpoint is executing.
	//
	//    * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing.
	//
	//    * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated
	//    or deleted or re-scaled until it has completed. This maintenance operation
	//    does not change any customer-specified values such as VPC config, KMS
	//    encryption, model, instance type, or instance count.
	//
	//    * RollingBack: Endpoint fails to scale up or down or change its variant
	//    weight and is in the process of rolling back to its previous configuration.
	//    Once the rollback completes, endpoint returns to an InService status.
	//    This transitional status only applies to an endpoint that has autoscaling
	//    enabled and is undergoing variant weight or capacity changes as part of
	//    an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities
	//    operation is called explicitly.
	//
	//    * InService: Endpoint is available to process incoming requests.
	//
	//    * Deleting: DeleteEndpoint is executing.
	//
	//    * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason
	//    for information about the failure. DeleteEndpoint is the only operation
	//    that can be performed on a failed endpoint.
	//
	// EndpointStatus is a required field
	EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"`

	// If the status of the endpoint is Failed, the reason why it failed.
	FailureReason *string `type:"string"`

	// A timestamp that shows when the endpoint was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// An array of ProductionVariantSummary objects, one for each model hosted behind
	// this endpoint.
	ProductionVariants []*ProductionVariantSummary `min:"1" type:"list"`
}

// String returns the string representation
func (s DescribeEndpointOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeEndpointOutput) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeEndpointOutput) SetCreationTime(v time.Time) *DescribeEndpointOutput {
	s.CreationTime = &v
	return s
}

// SetEndpointArn sets the EndpointArn field's value.
func (s *DescribeEndpointOutput) SetEndpointArn(v string) *DescribeEndpointOutput {
	s.EndpointArn = &v
	return s
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *DescribeEndpointOutput) SetEndpointConfigName(v string) *DescribeEndpointOutput {
	s.EndpointConfigName = &v
	return s
}

// SetEndpointName sets the EndpointName field's value.
func (s *DescribeEndpointOutput) SetEndpointName(v string) *DescribeEndpointOutput {
	s.EndpointName = &v
	return s
}

// SetEndpointStatus sets the EndpointStatus field's value.
func (s *DescribeEndpointOutput) SetEndpointStatus(v string) *DescribeEndpointOutput {
	s.EndpointStatus = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeEndpointOutput) SetFailureReason(v string) *DescribeEndpointOutput {
	s.FailureReason = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeEndpointOutput) SetLastModifiedTime(v time.Time) *DescribeEndpointOutput {
	s.LastModifiedTime = &v
	return s
}

// SetProductionVariants sets the ProductionVariants field's value.
func (s *DescribeEndpointOutput) SetProductionVariants(v []*ProductionVariantSummary) *DescribeEndpointOutput {
	s.ProductionVariants = v
	return s
}

type DescribeHyperParameterTuningJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the tuning job to describe.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeHyperParameterTuningJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeHyperParameterTuningJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeHyperParameterTuningJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeHyperParameterTuningJobInput"}
	if s.HyperParameterTuningJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName"))
	}
	if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *DescribeHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobInput {
	s.HyperParameterTuningJobName = &v
	return s
}

type DescribeHyperParameterTuningJobOutput struct {
	_ struct{} `type:"structure"`

	// A TrainingJobSummary object that describes the training job that completed
	// with the best current HyperParameterTuningJobObjective.
	BestTrainingJob *HyperParameterTrainingJobSummary `type:"structure"`

	// The date and time that the tuning job started.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the tuning job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// The date and time that the tuning job ended.
	HyperParameterTuningEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the tuning job.
	//
	// HyperParameterTuningJobArn is a required field
	HyperParameterTuningJobArn *string `type:"string" required:"true"`

	// The HyperParameterTuningJobConfig object that specifies the configuration
	// of the tuning job.
	//
	// HyperParameterTuningJobConfig is a required field
	HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `type:"structure" required:"true"`

	// The name of the tuning job.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// The status of the tuning job: InProgress, Completed, Failed, Stopping, or
	// Stopped.
	//
	// HyperParameterTuningJobStatus is a required field
	HyperParameterTuningJobStatus *string `type:"string" required:"true" enum:"HyperParameterTuningJobStatus"`

	// The date and time that the status of the tuning job was modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ObjectiveStatusCounters object that specifies the number of training
	// jobs, categorized by the status of their final objective metric, that this
	// tuning job launched.
	//
	// ObjectiveStatusCounters is a required field
	ObjectiveStatusCounters *ObjectiveStatusCounters `type:"structure" required:"true"`

	// If the hyperparameter tuning job is an warm start tuning job with a WarmStartType
	// of IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training
	// job with the best objective metric value of all training jobs launched by
	// this tuning job and all parent jobs specified for the warm start tuning job.
	OverallBestTrainingJob *HyperParameterTrainingJobSummary `type:"structure"`

	// The HyperParameterTrainingJobDefinition object that specifies the definition
	// of the training jobs that this tuning job launches.
	TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure"`

	// The TrainingJobStatusCounters object that specifies the number of training
	// jobs, categorized by status, that this tuning job launched.
	//
	// TrainingJobStatusCounters is a required field
	TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"`

	// The configuration for starting the hyperparameter parameter tuning job using
	// one or more previous tuning jobs as a starting point. The results of previous
	// tuning jobs are used to inform which combinations of hyperparameters to search
	// over in the new tuning job.
	WarmStartConfig *HyperParameterTuningJobWarmStartConfig `type:"structure"`
}

// String returns the string representation
func (s DescribeHyperParameterTuningJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeHyperParameterTuningJobOutput) GoString() string {
	return s.String()
}

// SetBestTrainingJob sets the BestTrainingJob field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput {
	s.BestTrainingJob = v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetCreationTime(v time.Time) *DescribeHyperParameterTuningJobOutput {
	s.CreationTime = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetFailureReason(v string) *DescribeHyperParameterTuningJobOutput {
	s.FailureReason = &v
	return s
}

// SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime(v time.Time) *DescribeHyperParameterTuningJobOutput {
	s.HyperParameterTuningEndTime = &v
	return s
}

// SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *DescribeHyperParameterTuningJobOutput {
	s.HyperParameterTuningJobArn = &v
	return s
}

// SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *DescribeHyperParameterTuningJobOutput {
	s.HyperParameterTuningJobConfig = v
	return s
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobOutput {
	s.HyperParameterTuningJobName = &v
	return s
}

// SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus(v string) *DescribeHyperParameterTuningJobOutput {
	s.HyperParameterTuningJobStatus = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetLastModifiedTime(v time.Time) *DescribeHyperParameterTuningJobOutput {
	s.LastModifiedTime = &v
	return s
}

// SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *DescribeHyperParameterTuningJobOutput {
	s.ObjectiveStatusCounters = v
	return s
}

// SetOverallBestTrainingJob sets the OverallBestTrainingJob field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetOverallBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput {
	s.OverallBestTrainingJob = v
	return s
}

// SetTrainingJobDefinition sets the TrainingJobDefinition field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *DescribeHyperParameterTuningJobOutput {
	s.TrainingJobDefinition = v
	return s
}

// SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *DescribeHyperParameterTuningJobOutput {
	s.TrainingJobStatusCounters = v
	return s
}

// SetWarmStartConfig sets the WarmStartConfig field's value.
func (s *DescribeHyperParameterTuningJobOutput) SetWarmStartConfig(v *HyperParameterTuningJobWarmStartConfig) *DescribeHyperParameterTuningJobOutput {
	s.WarmStartConfig = v
	return s
}

type DescribeLabelingJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the labeling job to return information for.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeLabelingJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeLabelingJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeLabelingJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeLabelingJobInput"}
	if s.LabelingJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("LabelingJobName"))
	}
	if s.LabelingJobName != nil && len(*s.LabelingJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("LabelingJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetLabelingJobName sets the LabelingJobName field's value.
func (s *DescribeLabelingJobInput) SetLabelingJobName(v string) *DescribeLabelingJobInput {
	s.LabelingJobName = &v
	return s
}

type DescribeLabelingJobOutput struct {
	_ struct{} `type:"structure"`

	// The date and time that the labeling job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the job failed, the reason that it failed.
	FailureReason *string `type:"string"`

	// Configuration information required for human workers to complete a labeling
	// task.
	//
	// HumanTaskConfig is a required field
	HumanTaskConfig *HumanTaskConfig `type:"structure" required:"true"`

	// Input configuration information for the labeling job, such as the Amazon
	// S3 location of the data objects and the location of the manifest file that
	// describes the data objects.
	//
	// InputConfig is a required field
	InputConfig *LabelingJobInputConfig `type:"structure" required:"true"`

	// A unique identifier for work done as part of a labeling job.
	//
	// JobReferenceCode is a required field
	JobReferenceCode *string `min:"1" type:"string" required:"true"`

	// The attribute used as the label in the output manifest file.
	LabelAttributeName *string `min:"1" type:"string"`

	// The S3 location of the JSON file that defines the categories used to label
	// data objects.
	//
	// The file is a JSON structure in the following format:
	//
	// {
	//
	// "document-version": "2018-11-28"
	//
	// "labels": [
	//
	// {
	//
	// "label": "label 1"
	//
	// },
	//
	// {
	//
	// "label": "label 2"
	//
	// },
	//
	// ...
	//
	// {
	//
	// "label": "label n"
	//
	// }
	//
	// ]
	//
	// }
	LabelCategoryConfigS3Uri *string `type:"string"`

	// Provides a breakdown of the number of data objects labeled by humans, the
	// number of objects labeled by machine, the number of objects than couldn't
	// be labeled, and the total number of objects labeled.
	//
	// LabelCounters is a required field
	LabelCounters *LabelCounters `type:"structure" required:"true"`

	// Configuration information for automated data labeling.
	LabelingJobAlgorithmsConfig *LabelingJobAlgorithmsConfig `type:"structure"`

	// The Amazon Resource Name (ARN) of the labeling job.
	//
	// LabelingJobArn is a required field
	LabelingJobArn *string `type:"string" required:"true"`

	// The name assigned to the labeling job when it was created.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`

	// The location of the output produced by the labeling job.
	LabelingJobOutput *LabelingJobOutput `type:"structure"`

	// The processing status of the labeling job.
	//
	// LabelingJobStatus is a required field
	LabelingJobStatus *string `type:"string" required:"true" enum:"LabelingJobStatus"`

	// The date and time that the labeling job was last updated.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// The location of the job's output data and the AWS Key Management Service
	// key ID for the key used to encrypt the output data, if any.
	//
	// OutputConfig is a required field
	OutputConfig *LabelingJobOutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) that Amazon SageMaker assumes to perform tasks
	// on your behalf during data labeling.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// A set of conditions for stopping a labeling job. If any of the conditions
	// are met, the job is automatically stopped.
	StoppingConditions *LabelingJobStoppingConditions `type:"structure"`

	// An array of key/value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
}

// String returns the string representation
func (s DescribeLabelingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeLabelingJobOutput) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeLabelingJobOutput) SetCreationTime(v time.Time) *DescribeLabelingJobOutput {
	s.CreationTime = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeLabelingJobOutput) SetFailureReason(v string) *DescribeLabelingJobOutput {
	s.FailureReason = &v
	return s
}

// SetHumanTaskConfig sets the HumanTaskConfig field's value.
func (s *DescribeLabelingJobOutput) SetHumanTaskConfig(v *HumanTaskConfig) *DescribeLabelingJobOutput {
	s.HumanTaskConfig = v
	return s
}

// SetInputConfig sets the InputConfig field's value.
func (s *DescribeLabelingJobOutput) SetInputConfig(v *LabelingJobInputConfig) *DescribeLabelingJobOutput {
	s.InputConfig = v
	return s
}

// SetJobReferenceCode sets the JobReferenceCode field's value.
func (s *DescribeLabelingJobOutput) SetJobReferenceCode(v string) *DescribeLabelingJobOutput {
	s.JobReferenceCode = &v
	return s
}

// SetLabelAttributeName sets the LabelAttributeName field's value.
func (s *DescribeLabelingJobOutput) SetLabelAttributeName(v string) *DescribeLabelingJobOutput {
	s.LabelAttributeName = &v
	return s
}

// SetLabelCategoryConfigS3Uri sets the LabelCategoryConfigS3Uri field's value.
func (s *DescribeLabelingJobOutput) SetLabelCategoryConfigS3Uri(v string) *DescribeLabelingJobOutput {
	s.LabelCategoryConfigS3Uri = &v
	return s
}

// SetLabelCounters sets the LabelCounters field's value.
func (s *DescribeLabelingJobOutput) SetLabelCounters(v *LabelCounters) *DescribeLabelingJobOutput {
	s.LabelCounters = v
	return s
}

// SetLabelingJobAlgorithmsConfig sets the LabelingJobAlgorithmsConfig field's value.
func (s *DescribeLabelingJobOutput) SetLabelingJobAlgorithmsConfig(v *LabelingJobAlgorithmsConfig) *DescribeLabelingJobOutput {
	s.LabelingJobAlgorithmsConfig = v
	return s
}

// SetLabelingJobArn sets the LabelingJobArn field's value.
func (s *DescribeLabelingJobOutput) SetLabelingJobArn(v string) *DescribeLabelingJobOutput {
	s.LabelingJobArn = &v
	return s
}

// SetLabelingJobName sets the LabelingJobName field's value.
func (s *DescribeLabelingJobOutput) SetLabelingJobName(v string) *DescribeLabelingJobOutput {
	s.LabelingJobName = &v
	return s
}

// SetLabelingJobOutput sets the LabelingJobOutput field's value.
func (s *DescribeLabelingJobOutput) SetLabelingJobOutput(v *LabelingJobOutput) *DescribeLabelingJobOutput {
	s.LabelingJobOutput = v
	return s
}

// SetLabelingJobStatus sets the LabelingJobStatus field's value.
func (s *DescribeLabelingJobOutput) SetLabelingJobStatus(v string) *DescribeLabelingJobOutput {
	s.LabelingJobStatus = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeLabelingJobOutput) SetLastModifiedTime(v time.Time) *DescribeLabelingJobOutput {
	s.LastModifiedTime = &v
	return s
}

// SetOutputConfig sets the OutputConfig field's value.
func (s *DescribeLabelingJobOutput) SetOutputConfig(v *LabelingJobOutputConfig) *DescribeLabelingJobOutput {
	s.OutputConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *DescribeLabelingJobOutput) SetRoleArn(v string) *DescribeLabelingJobOutput {
	s.RoleArn = &v
	return s
}

// SetStoppingConditions sets the StoppingConditions field's value.
func (s *DescribeLabelingJobOutput) SetStoppingConditions(v *LabelingJobStoppingConditions) *DescribeLabelingJobOutput {
	s.StoppingConditions = v
	return s
}

// SetTags sets the Tags field's value.
func (s *DescribeLabelingJobOutput) SetTags(v []*Tag) *DescribeLabelingJobOutput {
	s.Tags = v
	return s
}

type DescribeModelInput struct {
	_ struct{} `type:"structure"`

	// The name of the model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeModelInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeModelInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeModelInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeModelInput"}
	if s.ModelName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetModelName sets the ModelName field's value.
func (s *DescribeModelInput) SetModelName(v string) *DescribeModelInput {
	s.ModelName = &v
	return s
}

type DescribeModelOutput struct {
	_ struct{} `type:"structure"`

	// The containers in the inference pipeline.
	Containers []*ContainerDefinition `type:"list"`

	// A timestamp that shows when the model was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If True, no inbound or outbound network calls can be made to or from the
	// model container.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// The Amazon Resource Name (ARN) of the IAM role that you specified for the
	// model.
	//
	// ExecutionRoleArn is a required field
	ExecutionRoleArn *string `min:"20" type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the model.
	//
	// ModelArn is a required field
	ModelArn *string `min:"20" type:"string" required:"true"`

	// Name of the Amazon SageMaker model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// The location of the primary inference code, associated artifacts, and custom
	// environment map that the inference code uses when it is deployed in production.
	PrimaryContainer *ContainerDefinition `type:"structure"`

	// A VpcConfig object that specifies the VPC that this model has access to.
	// For more information, see Protect Endpoints by Using an Amazon Virtual Private
	// Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	VpcConfig *VpcConfig `type:"structure"`
}

// String returns the string representation
func (s DescribeModelOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeModelOutput) GoString() string {
	return s.String()
}

// SetContainers sets the Containers field's value.
func (s *DescribeModelOutput) SetContainers(v []*ContainerDefinition) *DescribeModelOutput {
	s.Containers = v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeModelOutput) SetCreationTime(v time.Time) *DescribeModelOutput {
	s.CreationTime = &v
	return s
}

// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.
func (s *DescribeModelOutput) SetEnableNetworkIsolation(v bool) *DescribeModelOutput {
	s.EnableNetworkIsolation = &v
	return s
}

// SetExecutionRoleArn sets the ExecutionRoleArn field's value.
func (s *DescribeModelOutput) SetExecutionRoleArn(v string) *DescribeModelOutput {
	s.ExecutionRoleArn = &v
	return s
}

// SetModelArn sets the ModelArn field's value.
func (s *DescribeModelOutput) SetModelArn(v string) *DescribeModelOutput {
	s.ModelArn = &v
	return s
}

// SetModelName sets the ModelName field's value.
func (s *DescribeModelOutput) SetModelName(v string) *DescribeModelOutput {
	s.ModelName = &v
	return s
}

// SetPrimaryContainer sets the PrimaryContainer field's value.
func (s *DescribeModelOutput) SetPrimaryContainer(v *ContainerDefinition) *DescribeModelOutput {
	s.PrimaryContainer = v
	return s
}

// SetVpcConfig sets the VpcConfig field's value.
func (s *DescribeModelOutput) SetVpcConfig(v *VpcConfig) *DescribeModelOutput {
	s.VpcConfig = v
	return s
}

type DescribeModelPackageInput struct {
	_ struct{} `type:"structure"`

	// The name of the model package to describe.
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeModelPackageInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeModelPackageInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeModelPackageInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeModelPackageInput"}
	if s.ModelPackageName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelPackageName"))
	}
	if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetModelPackageName sets the ModelPackageName field's value.
func (s *DescribeModelPackageInput) SetModelPackageName(v string) *DescribeModelPackageInput {
	s.ModelPackageName = &v
	return s
}

type DescribeModelPackageOutput struct {
	_ struct{} `type:"structure"`

	// Whether the model package is certified for listing on AWS Marketplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// A timestamp specifying when the model package was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Details about inference jobs that can be run with models based on this model
	// package.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// The Amazon Resource Name (ARN) of the model package.
	//
	// ModelPackageArn is a required field
	ModelPackageArn *string `min:"1" type:"string" required:"true"`

	// A brief summary of the model package.
	ModelPackageDescription *string `type:"string"`

	// The name of the model package being described.
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`

	// The current status of the model package.
	//
	// ModelPackageStatus is a required field
	ModelPackageStatus *string `type:"string" required:"true" enum:"ModelPackageStatus"`

	// Details about the current status of the model package.
	//
	// ModelPackageStatusDetails is a required field
	ModelPackageStatusDetails *ModelPackageStatusDetails `type:"structure" required:"true"`

	// Details about the algorithm that was used to create the model package.
	SourceAlgorithmSpecification *SourceAlgorithmSpecification `type:"structure"`

	// Configurations for one or more transform jobs that Amazon SageMaker runs
	// to test the model package.
	ValidationSpecification *ModelPackageValidationSpecification `type:"structure"`
}

// String returns the string representation
func (s DescribeModelPackageOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeModelPackageOutput) GoString() string {
	return s.String()
}

// SetCertifyForMarketplace sets the CertifyForMarketplace field's value.
func (s *DescribeModelPackageOutput) SetCertifyForMarketplace(v bool) *DescribeModelPackageOutput {
	s.CertifyForMarketplace = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeModelPackageOutput) SetCreationTime(v time.Time) *DescribeModelPackageOutput {
	s.CreationTime = &v
	return s
}

// SetInferenceSpecification sets the InferenceSpecification field's value.
func (s *DescribeModelPackageOutput) SetInferenceSpecification(v *InferenceSpecification) *DescribeModelPackageOutput {
	s.InferenceSpecification = v
	return s
}

// SetModelPackageArn sets the ModelPackageArn field's value.
func (s *DescribeModelPackageOutput) SetModelPackageArn(v string) *DescribeModelPackageOutput {
	s.ModelPackageArn = &v
	return s
}

// SetModelPackageDescription sets the ModelPackageDescription field's value.
func (s *DescribeModelPackageOutput) SetModelPackageDescription(v string) *DescribeModelPackageOutput {
	s.ModelPackageDescription = &v
	return s
}

// SetModelPackageName sets the ModelPackageName field's value.
func (s *DescribeModelPackageOutput) SetModelPackageName(v string) *DescribeModelPackageOutput {
	s.ModelPackageName = &v
	return s
}

// SetModelPackageStatus sets the ModelPackageStatus field's value.
func (s *DescribeModelPackageOutput) SetModelPackageStatus(v string) *DescribeModelPackageOutput {
	s.ModelPackageStatus = &v
	return s
}

// SetModelPackageStatusDetails sets the ModelPackageStatusDetails field's value.
func (s *DescribeModelPackageOutput) SetModelPackageStatusDetails(v *ModelPackageStatusDetails) *DescribeModelPackageOutput {
	s.ModelPackageStatusDetails = v
	return s
}

// SetSourceAlgorithmSpecification sets the SourceAlgorithmSpecification field's value.
func (s *DescribeModelPackageOutput) SetSourceAlgorithmSpecification(v *SourceAlgorithmSpecification) *DescribeModelPackageOutput {
	s.SourceAlgorithmSpecification = v
	return s
}

// SetValidationSpecification sets the ValidationSpecification field's value.
func (s *DescribeModelPackageOutput) SetValidationSpecification(v *ModelPackageValidationSpecification) *DescribeModelPackageOutput {
	s.ValidationSpecification = v
	return s
}

type DescribeNotebookInstanceInput struct {
	_ struct{} `type:"structure"`

	// The name of the notebook instance that you want information about.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeNotebookInstanceInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeNotebookInstanceInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeNotebookInstanceInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeNotebookInstanceInput"}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *DescribeNotebookInstanceInput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceInput {
	s.NotebookInstanceName = &v
	return s
}

type DescribeNotebookInstanceLifecycleConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the lifecycle configuration to describe.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeNotebookInstanceLifecycleConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeNotebookInstanceLifecycleConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeNotebookInstanceLifecycleConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeNotebookInstanceLifecycleConfigInput"}
	if s.NotebookInstanceLifecycleConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *DescribeNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigInput {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

type DescribeNotebookInstanceLifecycleConfigOutput struct {
	_ struct{} `type:"structure"`

	// A timestamp that tells when the lifecycle configuration was created.
	CreationTime *time.Time `type:"timestamp"`

	// A timestamp that tells when the lifecycle configuration was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the lifecycle configuration.
	NotebookInstanceLifecycleConfigArn *string `type:"string"`

	// The name of the lifecycle configuration.
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// The shell script that runs only once, when you create a notebook instance.
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// The shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance.
	OnStart []*NotebookInstanceLifecycleHook `type:"list"`
}

// String returns the string representation
func (s DescribeNotebookInstanceLifecycleConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeNotebookInstanceLifecycleConfigOutput) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput {
	s.CreationTime = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput {
	s.LastModifiedTime = &v
	return s
}

// SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *DescribeNotebookInstanceLifecycleConfigOutput {
	s.NotebookInstanceLifecycleConfigArn = &v
	return s
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigOutput {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

// SetOnCreate sets the OnCreate field's value.
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput {
	s.OnCreate = v
	return s
}

// SetOnStart sets the OnStart field's value.
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnStart(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput {
	s.OnStart = v
	return s
}

type DescribeNotebookInstanceOutput struct {
	_ struct{} `type:"structure"`

	// A list of the Elastic Inference (EI) instance types associated with this
	// notebook instance. Currently only one EI instance type can be associated
	// with a notebook instance. For more information, see Using Elastic Inference
	// in Amazon SageMaker (sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to three Git repositories associated with the notebook instance.
	// These can be either the names of Git repositories stored as resources in
	// your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// A timestamp. Use this parameter to return the time when the notebook instance
	// was created
	CreationTime *time.Time `type:"timestamp"`

	// The Git repository associated with the notebook instance as its default code
	// repository. This can be either the name of a Git repository stored as a resource
	// in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// Describes whether Amazon SageMaker provides internet access to the notebook
	// instance. If this value is set to Disabled, the notebook instance does not
	// have internet access, and cannot connect to Amazon SageMaker training and
	// endpoint services.
	//
	// For more information, see Notebook Instances Are Internet-Enabled by Default
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access).
	DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"`

	// If status is Failed, the reason it failed.
	FailureReason *string `type:"string"`

	// The type of ML compute instance running on the notebook instance.
	InstanceType *string `type:"string" enum:"InstanceType"`

	// The AWS KMS key ID Amazon SageMaker uses to encrypt data when storing it
	// on the ML storage volume attached to the instance.
	KmsKeyId *string `type:"string"`

	// A timestamp. Use this parameter to retrieve the time when the notebook instance
	// was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The network interface IDs that Amazon SageMaker created at the time of creating
	// the instance.
	NetworkInterfaceId *string `type:"string"`

	// The Amazon Resource Name (ARN) of the notebook instance.
	NotebookInstanceArn *string `type:"string"`

	// Returns the name of a notebook instance lifecycle configuration.
	//
	// For information about notebook instance lifestyle configurations, see Step
	// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html)
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// The name of the Amazon SageMaker notebook instance.
	NotebookInstanceName *string `type:"string"`

	// The status of the notebook instance.
	NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"`

	// The Amazon Resource Name (ARN) of the IAM role associated with the instance.
	RoleArn *string `min:"20" type:"string"`

	// Whether root access is enabled or disabled for users of the notebook instance.
	//
	// Lifecycle configurations need root access to be able to set up a notebook
	// instance. Because of this, lifecycle configurations associated with a notebook
	// instance always run with root access even if you disable root access for
	// users.
	RootAccess *string `type:"string" enum:"RootAccess"`

	// The IDs of the VPC security groups.
	SecurityGroups []*string `type:"list"`

	// The ID of the VPC subnet.
	SubnetId *string `type:"string"`

	// The URL that you use to connect to the Jupyter notebook that is running in
	// your notebook instance.
	Url *string `type:"string"`

	// The size, in GB, of the ML storage volume attached to the notebook instance.
	VolumeSizeInGB *int64 `min:"5" type:"integer"`
}

// String returns the string representation
func (s DescribeNotebookInstanceOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeNotebookInstanceOutput) GoString() string {
	return s.String()
}

// SetAcceleratorTypes sets the AcceleratorTypes field's value.
func (s *DescribeNotebookInstanceOutput) SetAcceleratorTypes(v []*string) *DescribeNotebookInstanceOutput {
	s.AcceleratorTypes = v
	return s
}

// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.
func (s *DescribeNotebookInstanceOutput) SetAdditionalCodeRepositories(v []*string) *DescribeNotebookInstanceOutput {
	s.AdditionalCodeRepositories = v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeNotebookInstanceOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceOutput {
	s.CreationTime = &v
	return s
}

// SetDefaultCodeRepository sets the DefaultCodeRepository field's value.
func (s *DescribeNotebookInstanceOutput) SetDefaultCodeRepository(v string) *DescribeNotebookInstanceOutput {
	s.DefaultCodeRepository = &v
	return s
}

// SetDirectInternetAccess sets the DirectInternetAccess field's value.
func (s *DescribeNotebookInstanceOutput) SetDirectInternetAccess(v string) *DescribeNotebookInstanceOutput {
	s.DirectInternetAccess = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeNotebookInstanceOutput) SetFailureReason(v string) *DescribeNotebookInstanceOutput {
	s.FailureReason = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *DescribeNotebookInstanceOutput) SetInstanceType(v string) *DescribeNotebookInstanceOutput {
	s.InstanceType = &v
	return s
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *DescribeNotebookInstanceOutput) SetKmsKeyId(v string) *DescribeNotebookInstanceOutput {
	s.KmsKeyId = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeNotebookInstanceOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceOutput {
	s.LastModifiedTime = &v
	return s
}

// SetNetworkInterfaceId sets the NetworkInterfaceId field's value.
func (s *DescribeNotebookInstanceOutput) SetNetworkInterfaceId(v string) *DescribeNotebookInstanceOutput {
	s.NetworkInterfaceId = &v
	return s
}

// SetNotebookInstanceArn sets the NotebookInstanceArn field's value.
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceArn(v string) *DescribeNotebookInstanceOutput {
	s.NotebookInstanceArn = &v
	return s
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceOutput {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceOutput {
	s.NotebookInstanceName = &v
	return s
}

// SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value.
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceStatus(v string) *DescribeNotebookInstanceOutput {
	s.NotebookInstanceStatus = &v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *DescribeNotebookInstanceOutput) SetRoleArn(v string) *DescribeNotebookInstanceOutput {
	s.RoleArn = &v
	return s
}

// SetRootAccess sets the RootAccess field's value.
func (s *DescribeNotebookInstanceOutput) SetRootAccess(v string) *DescribeNotebookInstanceOutput {
	s.RootAccess = &v
	return s
}

// SetSecurityGroups sets the SecurityGroups field's value.
func (s *DescribeNotebookInstanceOutput) SetSecurityGroups(v []*string) *DescribeNotebookInstanceOutput {
	s.SecurityGroups = v
	return s
}

// SetSubnetId sets the SubnetId field's value.
func (s *DescribeNotebookInstanceOutput) SetSubnetId(v string) *DescribeNotebookInstanceOutput {
	s.SubnetId = &v
	return s
}

// SetUrl sets the Url field's value.
func (s *DescribeNotebookInstanceOutput) SetUrl(v string) *DescribeNotebookInstanceOutput {
	s.Url = &v
	return s
}

// SetVolumeSizeInGB sets the VolumeSizeInGB field's value.
func (s *DescribeNotebookInstanceOutput) SetVolumeSizeInGB(v int64) *DescribeNotebookInstanceOutput {
	s.VolumeSizeInGB = &v
	return s
}

type DescribeSubscribedWorkteamInput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the subscribed work team to describe.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeSubscribedWorkteamInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeSubscribedWorkteamInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeSubscribedWorkteamInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeSubscribedWorkteamInput"}
	if s.WorkteamArn == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamArn"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *DescribeSubscribedWorkteamInput) SetWorkteamArn(v string) *DescribeSubscribedWorkteamInput {
	s.WorkteamArn = &v
	return s
}

type DescribeSubscribedWorkteamOutput struct {
	_ struct{} `type:"structure"`

	// A Workteam instance that contains information about the work team.
	//
	// SubscribedWorkteam is a required field
	SubscribedWorkteam *SubscribedWorkteam `type:"structure" required:"true"`
}

// String returns the string representation
func (s DescribeSubscribedWorkteamOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeSubscribedWorkteamOutput) GoString() string {
	return s.String()
}

// SetSubscribedWorkteam sets the SubscribedWorkteam field's value.
func (s *DescribeSubscribedWorkteamOutput) SetSubscribedWorkteam(v *SubscribedWorkteam) *DescribeSubscribedWorkteamOutput {
	s.SubscribedWorkteam = v
	return s
}

type DescribeTrainingJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the training job.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeTrainingJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeTrainingJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeTrainingJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeTrainingJobInput"}
	if s.TrainingJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingJobName"))
	}
	if s.TrainingJobName != nil && len(*s.TrainingJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TrainingJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *DescribeTrainingJobInput) SetTrainingJobName(v string) *DescribeTrainingJobInput {
	s.TrainingJobName = &v
	return s
}

type DescribeTrainingJobOutput struct {
	_ struct{} `type:"structure"`

	// Information about the algorithm used for training, and algorithm metadata.
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

	// The billable time in seconds.
	//
	// You can calculate the savings from using managed spot training using the
	// formula (1 - BillableTimeInSeconds / TrainingTimeInSeconds) * 100. For example,
	// if BillableTimeInSeconds is 100 and TrainingTimeInSeconds is 500, the savings
	// is 80%.
	BillableTimeInSeconds *int64 `min:"1" type:"integer"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

	// A timestamp that indicates when the training job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithms in distributed training.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// A Boolean indicating whether managed spot training is enabled (True) or not
	// (False).
	EnableManagedSpotTraining *bool `type:"boolean"`

	// If you want to allow inbound or outbound network calls, except for calls
	// between peers within a training cluster for distributed training, choose
	// True. If you enable network isolation for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specified VPC, but the training container does not
	// have network access.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// If the training job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// A collection of MetricData objects that specify the names, values, and dates
	// and times that the training algorithm emitted to Amazon CloudWatch.
	FinalMetricDataList []*MetricData `type:"list"`

	// Algorithm-specific parameters.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects that describes each data input channel.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling
	// job that created the transform or training job.
	LabelingJobArn *string `type:"string"`

	// A timestamp that indicates when the status of the training job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Information about the Amazon S3 location that is configured for storing model
	// artifacts.
	//
	// ModelArtifacts is a required field
	ModelArtifacts *ModelArtifacts `type:"structure" required:"true"`

	// The S3 path where model artifacts that you configured when creating the job
	// are stored. Amazon SageMaker creates subfolders for model artifacts.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// Resources, including ML compute instances and ML storage volumes, that are
	// configured for model training.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// The AWS Identity and Access Management (IAM) role configured for the training
	// job.
	RoleArn *string `min:"20" type:"string"`

	// Provides detailed information about the state of the training job. For detailed
	// information on the secondary status of the training job, see StatusMessage
	// under SecondaryStatusTransition.
	//
	// Amazon SageMaker provides primary statuses and secondary statuses that apply
	// to each of them:
	//
	// InProgress
	//
	//    * Starting - Starting the training job.
	//
	//    * Downloading - An optional stage for algorithms that support File training
	//    input mode. It indicates that data is being downloaded to the ML storage
	//    volumes.
	//
	//    * Training - Training is in progress.
	//
	//    * Interrupted - The job stopped because the managed spot training instances
	//    were interrupted.
	//
	//    * Uploading - Training is complete and the model artifacts are being uploaded
	//    to the S3 location.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * MaxWaitTmeExceeded - The job stopped because it exceeded the maximum
	//    allowed wait time.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - Stopping the training job.
	//
	// Valid values for SecondaryStatus are subject to change.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	//
	// SecondaryStatus is a required field
	SecondaryStatus *string `type:"string" required:"true" enum:"SecondaryStatus"`

	// A history of all of the secondary statuses that the training job has transitioned
	// through.
	SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"`

	// Specifies a limit to how long a model training job can run. It also specifies
	// the maximum time to wait for a spot instance. When the job reaches the time
	// limit, Amazon SageMaker ends the training job. Use this API to cap model
	// training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// Indicates the time when the training job ends on training instances. You
	// are billed for the time interval between the value of TrainingStartTime and
	// this time. For successful jobs and stopped jobs, this is the time after model
	// artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker
	// detects a job failure.
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`

	// Name of the model training job.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// The status of the training job.
	//
	// Amazon SageMaker provides the following training job statuses:
	//
	//    * InProgress - The training is in progress.
	//
	//    * Completed - The training job has completed.
	//
	//    * Failed - The training job has failed. To see the reason for the failure,
	//    see the FailureReason field in the response to a DescribeTrainingJobResponse
	//    call.
	//
	//    * Stopping - The training job is stopping.
	//
	//    * Stopped - The training job has stopped.
	//
	// For more detailed information, see SecondaryStatus.
	//
	// TrainingJobStatus is a required field
	TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`

	// Indicates the time when the training job starts on training instances. You
	// are billed for the time interval between this time and the value of TrainingEndTime.
	// The start time in CloudWatch Logs might be later than this time. The difference
	// is due to the time it takes to download the training data and to the size
	// of the training container.
	TrainingStartTime *time.Time `type:"timestamp"`

	// The training time in seconds.
	TrainingTimeInSeconds *int64 `min:"1" type:"integer"`

	// The Amazon Resource Name (ARN) of the associated hyperparameter tuning job
	// if the training job was launched by a hyperparameter tuning job.
	TuningJobArn *string `type:"string"`

	// A VpcConfig object that specifies the VPC that this training job has access
	// to. For more information, see Protect Training Jobs by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
}

// String returns the string representation
func (s DescribeTrainingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeTrainingJobOutput) GoString() string {
	return s.String()
}

// SetAlgorithmSpecification sets the AlgorithmSpecification field's value.
func (s *DescribeTrainingJobOutput) SetAlgorithmSpecification(v *AlgorithmSpecification) *DescribeTrainingJobOutput {
	s.AlgorithmSpecification = v
	return s
}

// SetBillableTimeInSeconds sets the BillableTimeInSeconds field's value.
func (s *DescribeTrainingJobOutput) SetBillableTimeInSeconds(v int64) *DescribeTrainingJobOutput {
	s.BillableTimeInSeconds = &v
	return s
}

// SetCheckpointConfig sets the CheckpointConfig field's value.
func (s *DescribeTrainingJobOutput) SetCheckpointConfig(v *CheckpointConfig) *DescribeTrainingJobOutput {
	s.CheckpointConfig = v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeTrainingJobOutput) SetCreationTime(v time.Time) *DescribeTrainingJobOutput {
	s.CreationTime = &v
	return s
}

// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.
func (s *DescribeTrainingJobOutput) SetEnableInterContainerTrafficEncryption(v bool) *DescribeTrainingJobOutput {
	s.EnableInterContainerTrafficEncryption = &v
	return s
}

// SetEnableManagedSpotTraining sets the EnableManagedSpotTraining field's value.
func (s *DescribeTrainingJobOutput) SetEnableManagedSpotTraining(v bool) *DescribeTrainingJobOutput {
	s.EnableManagedSpotTraining = &v
	return s
}

// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.
func (s *DescribeTrainingJobOutput) SetEnableNetworkIsolation(v bool) *DescribeTrainingJobOutput {
	s.EnableNetworkIsolation = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeTrainingJobOutput) SetFailureReason(v string) *DescribeTrainingJobOutput {
	s.FailureReason = &v
	return s
}

// SetFinalMetricDataList sets the FinalMetricDataList field's value.
func (s *DescribeTrainingJobOutput) SetFinalMetricDataList(v []*MetricData) *DescribeTrainingJobOutput {
	s.FinalMetricDataList = v
	return s
}

// SetHyperParameters sets the HyperParameters field's value.
func (s *DescribeTrainingJobOutput) SetHyperParameters(v map[string]*string) *DescribeTrainingJobOutput {
	s.HyperParameters = v
	return s
}

// SetInputDataConfig sets the InputDataConfig field's value.
func (s *DescribeTrainingJobOutput) SetInputDataConfig(v []*Channel) *DescribeTrainingJobOutput {
	s.InputDataConfig = v
	return s
}

// SetLabelingJobArn sets the LabelingJobArn field's value.
func (s *DescribeTrainingJobOutput) SetLabelingJobArn(v string) *DescribeTrainingJobOutput {
	s.LabelingJobArn = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *DescribeTrainingJobOutput) SetLastModifiedTime(v time.Time) *DescribeTrainingJobOutput {
	s.LastModifiedTime = &v
	return s
}

// SetModelArtifacts sets the ModelArtifacts field's value.
func (s *DescribeTrainingJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeTrainingJobOutput {
	s.ModelArtifacts = v
	return s
}

// SetOutputDataConfig sets the OutputDataConfig field's value.
func (s *DescribeTrainingJobOutput) SetOutputDataConfig(v *OutputDataConfig) *DescribeTrainingJobOutput {
	s.OutputDataConfig = v
	return s
}

// SetResourceConfig sets the ResourceConfig field's value.
func (s *DescribeTrainingJobOutput) SetResourceConfig(v *ResourceConfig) *DescribeTrainingJobOutput {
	s.ResourceConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *DescribeTrainingJobOutput) SetRoleArn(v string) *DescribeTrainingJobOutput {
	s.RoleArn = &v
	return s
}

// SetSecondaryStatus sets the SecondaryStatus field's value.
func (s *DescribeTrainingJobOutput) SetSecondaryStatus(v string) *DescribeTrainingJobOutput {
	s.SecondaryStatus = &v
	return s
}

// SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value.
func (s *DescribeTrainingJobOutput) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *DescribeTrainingJobOutput {
	s.SecondaryStatusTransitions = v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *DescribeTrainingJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeTrainingJobOutput {
	s.StoppingCondition = v
	return s
}

// SetTrainingEndTime sets the TrainingEndTime field's value.
func (s *DescribeTrainingJobOutput) SetTrainingEndTime(v time.Time) *DescribeTrainingJobOutput {
	s.TrainingEndTime = &v
	return s
}

// SetTrainingJobArn sets the TrainingJobArn field's value.
func (s *DescribeTrainingJobOutput) SetTrainingJobArn(v string) *DescribeTrainingJobOutput {
	s.TrainingJobArn = &v
	return s
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *DescribeTrainingJobOutput) SetTrainingJobName(v string) *DescribeTrainingJobOutput {
	s.TrainingJobName = &v
	return s
}

// SetTrainingJobStatus sets the TrainingJobStatus field's value.
func (s *DescribeTrainingJobOutput) SetTrainingJobStatus(v string) *DescribeTrainingJobOutput {
	s.TrainingJobStatus = &v
	return s
}

// SetTrainingStartTime sets the TrainingStartTime field's value.
func (s *DescribeTrainingJobOutput) SetTrainingStartTime(v time.Time) *DescribeTrainingJobOutput {
	s.TrainingStartTime = &v
	return s
}

// SetTrainingTimeInSeconds sets the TrainingTimeInSeconds field's value.
func (s *DescribeTrainingJobOutput) SetTrainingTimeInSeconds(v int64) *DescribeTrainingJobOutput {
	s.TrainingTimeInSeconds = &v
	return s
}

// SetTuningJobArn sets the TuningJobArn field's value.
func (s *DescribeTrainingJobOutput) SetTuningJobArn(v string) *DescribeTrainingJobOutput {
	s.TuningJobArn = &v
	return s
}

// SetVpcConfig sets the VpcConfig field's value.
func (s *DescribeTrainingJobOutput) SetVpcConfig(v *VpcConfig) *DescribeTrainingJobOutput {
	s.VpcConfig = v
	return s
}

type DescribeTransformJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the transform job that you want to view details of.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeTransformJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeTransformJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeTransformJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeTransformJobInput"}
	if s.TransformJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformJobName"))
	}
	if s.TransformJobName != nil && len(*s.TransformJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TransformJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetTransformJobName sets the TransformJobName field's value.
func (s *DescribeTransformJobInput) SetTransformJobName(v string) *DescribeTransformJobInput {
	s.TransformJobName = &v
	return s
}

type DescribeTransformJobOutput struct {
	_ struct{} `type:"structure"`

	// Specifies the number of records to include in a mini-batch for an HTTP inference
	// request. A record is a single unit of input data that inference can be made
	// on. For example, a single line in a CSV file is a record.
	//
	// To enable the batch strategy, you must set SplitType to Line, RecordIO, or
	// TFRecord.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// A timestamp that shows when the transform Job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing `type:"structure"`

	// The environment variables to set in the Docker container. We support up to
	// 16 key and values entries in the map.
	Environment map[string]*string `type:"map"`

	// If the transform job failed, FailureReason describes why it failed. A transform
	// job creates a log file, which includes error messages, and stores it as an
	// Amazon S3 object. For more information, see Log Amazon SageMaker Events with
	// Amazon CloudWatch (https://docs.aws.amazon.com/sagemaker/latest/dg/logging-cloudwatch.html).
	FailureReason *string `type:"string"`

	// The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling
	// job that created the transform or training job.
	LabelingJobArn *string `type:"string"`

	// The maximum number of parallel requests on each instance node that can be
	// launched in a transform job. The default value is 1.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum payload size, in MB, used in the transform job.
	MaxPayloadInMB *int64 `type:"integer"`

	// The name of the model used in the transform job.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// Indicates when the transform job has been completed, or has stopped or failed.
	// You are billed for the time interval between this time and the value of TransformStartTime.
	TransformEndTime *time.Time `type:"timestamp"`

	// Describes the dataset to be transformed and the Amazon S3 location where
	// it is stored.
	//
	// TransformInput is a required field
	TransformInput *TransformInput `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the transform job.
	//
	// TransformJobArn is a required field
	TransformJobArn *string `type:"string" required:"true"`

	// The name of the transform job.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`

	// The status of the transform job. If the transform job failed, the reason
	// is returned in the FailureReason field.
	//
	// TransformJobStatus is a required field
	TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"`

	// Identifies the Amazon S3 location where you want Amazon SageMaker to save
	// the results from the transform job.
	TransformOutput *TransformOutput `type:"structure"`

	// Describes the resources, including ML instance types and ML instance count,
	// to use for the transform job.
	//
	// TransformResources is a required field
	TransformResources *TransformResources `type:"structure" required:"true"`

	// Indicates when the transform job starts on ML instances. You are billed for
	// the time interval between this time and the value of TransformEndTime.
	TransformStartTime *time.Time `type:"timestamp"`
}

// String returns the string representation
func (s DescribeTransformJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeTransformJobOutput) GoString() string {
	return s.String()
}

// SetBatchStrategy sets the BatchStrategy field's value.
func (s *DescribeTransformJobOutput) SetBatchStrategy(v string) *DescribeTransformJobOutput {
	s.BatchStrategy = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *DescribeTransformJobOutput) SetCreationTime(v time.Time) *DescribeTransformJobOutput {
	s.CreationTime = &v
	return s
}

// SetDataProcessing sets the DataProcessing field's value.
func (s *DescribeTransformJobOutput) SetDataProcessing(v *DataProcessing) *DescribeTransformJobOutput {
	s.DataProcessing = v
	return s
}

// SetEnvironment sets the Environment field's value.
func (s *DescribeTransformJobOutput) SetEnvironment(v map[string]*string) *DescribeTransformJobOutput {
	s.Environment = v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *DescribeTransformJobOutput) SetFailureReason(v string) *DescribeTransformJobOutput {
	s.FailureReason = &v
	return s
}

// SetLabelingJobArn sets the LabelingJobArn field's value.
func (s *DescribeTransformJobOutput) SetLabelingJobArn(v string) *DescribeTransformJobOutput {
	s.LabelingJobArn = &v
	return s
}

// SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.
func (s *DescribeTransformJobOutput) SetMaxConcurrentTransforms(v int64) *DescribeTransformJobOutput {
	s.MaxConcurrentTransforms = &v
	return s
}

// SetMaxPayloadInMB sets the MaxPayloadInMB field's value.
func (s *DescribeTransformJobOutput) SetMaxPayloadInMB(v int64) *DescribeTransformJobOutput {
	s.MaxPayloadInMB = &v
	return s
}

// SetModelName sets the ModelName field's value.
func (s *DescribeTransformJobOutput) SetModelName(v string) *DescribeTransformJobOutput {
	s.ModelName = &v
	return s
}

// SetTransformEndTime sets the TransformEndTime field's value.
func (s *DescribeTransformJobOutput) SetTransformEndTime(v time.Time) *DescribeTransformJobOutput {
	s.TransformEndTime = &v
	return s
}

// SetTransformInput sets the TransformInput field's value.
func (s *DescribeTransformJobOutput) SetTransformInput(v *TransformInput) *DescribeTransformJobOutput {
	s.TransformInput = v
	return s
}

// SetTransformJobArn sets the TransformJobArn field's value.
func (s *DescribeTransformJobOutput) SetTransformJobArn(v string) *DescribeTransformJobOutput {
	s.TransformJobArn = &v
	return s
}

// SetTransformJobName sets the TransformJobName field's value.
func (s *DescribeTransformJobOutput) SetTransformJobName(v string) *DescribeTransformJobOutput {
	s.TransformJobName = &v
	return s
}

// SetTransformJobStatus sets the TransformJobStatus field's value.
func (s *DescribeTransformJobOutput) SetTransformJobStatus(v string) *DescribeTransformJobOutput {
	s.TransformJobStatus = &v
	return s
}

// SetTransformOutput sets the TransformOutput field's value.
func (s *DescribeTransformJobOutput) SetTransformOutput(v *TransformOutput) *DescribeTransformJobOutput {
	s.TransformOutput = v
	return s
}

// SetTransformResources sets the TransformResources field's value.
func (s *DescribeTransformJobOutput) SetTransformResources(v *TransformResources) *DescribeTransformJobOutput {
	s.TransformResources = v
	return s
}

// SetTransformStartTime sets the TransformStartTime field's value.
func (s *DescribeTransformJobOutput) SetTransformStartTime(v time.Time) *DescribeTransformJobOutput {
	s.TransformStartTime = &v
	return s
}

type DescribeWorkteamInput struct {
	_ struct{} `type:"structure"`

	// The name of the work team to return a description of.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s DescribeWorkteamInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeWorkteamInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DescribeWorkteamInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DescribeWorkteamInput"}
	if s.WorkteamName == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamName"))
	}
	if s.WorkteamName != nil && len(*s.WorkteamName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetWorkteamName sets the WorkteamName field's value.
func (s *DescribeWorkteamInput) SetWorkteamName(v string) *DescribeWorkteamInput {
	s.WorkteamName = &v
	return s
}

type DescribeWorkteamOutput struct {
	_ struct{} `type:"structure"`

	// A Workteam instance that contains information about the work team.
	//
	// Workteam is a required field
	Workteam *Workteam `type:"structure" required:"true"`
}

// String returns the string representation
func (s DescribeWorkteamOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DescribeWorkteamOutput) GoString() string {
	return s.String()
}

// SetWorkteam sets the Workteam field's value.
func (s *DescribeWorkteamOutput) SetWorkteam(v *Workteam) *DescribeWorkteamOutput {
	s.Workteam = v
	return s
}

// Specifies weight and capacity values for a production variant.
type DesiredWeightAndCapacity struct {
	_ struct{} `type:"structure"`

	// The variant's capacity.
	DesiredInstanceCount *int64 `min:"1" type:"integer"`

	// The variant's weight.
	DesiredWeight *float64 `type:"float"`

	// The name of the variant to update.
	//
	// VariantName is a required field
	VariantName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s DesiredWeightAndCapacity) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s DesiredWeightAndCapacity) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *DesiredWeightAndCapacity) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "DesiredWeightAndCapacity"}
	if s.DesiredInstanceCount != nil && *s.DesiredInstanceCount < 1 {
		invalidParams.Add(request.NewErrParamMinValue("DesiredInstanceCount", 1))
	}
	if s.VariantName == nil {
		invalidParams.Add(request.NewErrParamRequired("VariantName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDesiredInstanceCount sets the DesiredInstanceCount field's value.
func (s *DesiredWeightAndCapacity) SetDesiredInstanceCount(v int64) *DesiredWeightAndCapacity {
	s.DesiredInstanceCount = &v
	return s
}

// SetDesiredWeight sets the DesiredWeight field's value.
func (s *DesiredWeightAndCapacity) SetDesiredWeight(v float64) *DesiredWeightAndCapacity {
	s.DesiredWeight = &v
	return s
}

// SetVariantName sets the VariantName field's value.
func (s *DesiredWeightAndCapacity) SetVariantName(v string) *DesiredWeightAndCapacity {
	s.VariantName = &v
	return s
}

// Provides summary information for an endpoint configuration.
type EndpointConfigSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the endpoint configuration was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint configuration.
	//
	// EndpointConfigArn is a required field
	EndpointConfigArn *string `min:"20" type:"string" required:"true"`

	// The name of the endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s EndpointConfigSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s EndpointConfigSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *EndpointConfigSummary) SetCreationTime(v time.Time) *EndpointConfigSummary {
	s.CreationTime = &v
	return s
}

// SetEndpointConfigArn sets the EndpointConfigArn field's value.
func (s *EndpointConfigSummary) SetEndpointConfigArn(v string) *EndpointConfigSummary {
	s.EndpointConfigArn = &v
	return s
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *EndpointConfigSummary) SetEndpointConfigName(v string) *EndpointConfigSummary {
	s.EndpointConfigName = &v
	return s
}

// Provides summary information for an endpoint.
type EndpointSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the endpoint was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`

	// The name of the endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// The status of the endpoint.
	//
	//    * OutOfService: Endpoint is not available to take incoming requests.
	//
	//    * Creating: CreateEndpoint is executing.
	//
	//    * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing.
	//
	//    * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated
	//    or deleted or re-scaled until it has completed. This maintenance operation
	//    does not change any customer-specified values such as VPC config, KMS
	//    encryption, model, instance type, or instance count.
	//
	//    * RollingBack: Endpoint fails to scale up or down or change its variant
	//    weight and is in the process of rolling back to its previous configuration.
	//    Once the rollback completes, endpoint returns to an InService status.
	//    This transitional status only applies to an endpoint that has autoscaling
	//    enabled and is undergoing variant weight or capacity changes as part of
	//    an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities
	//    operation is called explicitly.
	//
	//    * InService: Endpoint is available to process incoming requests.
	//
	//    * Deleting: DeleteEndpoint is executing.
	//
	//    * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason
	//    for information about the failure. DeleteEndpoint is the only operation
	//    that can be performed on a failed endpoint.
	//
	// To get a list of endpoints with a specified status, use the ListEndpointsInput$StatusEquals
	// filter.
	//
	// EndpointStatus is a required field
	EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"`

	// A timestamp that shows when the endpoint was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
}

// String returns the string representation
func (s EndpointSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s EndpointSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *EndpointSummary) SetCreationTime(v time.Time) *EndpointSummary {
	s.CreationTime = &v
	return s
}

// SetEndpointArn sets the EndpointArn field's value.
func (s *EndpointSummary) SetEndpointArn(v string) *EndpointSummary {
	s.EndpointArn = &v
	return s
}

// SetEndpointName sets the EndpointName field's value.
func (s *EndpointSummary) SetEndpointName(v string) *EndpointSummary {
	s.EndpointName = &v
	return s
}

// SetEndpointStatus sets the EndpointStatus field's value.
func (s *EndpointSummary) SetEndpointStatus(v string) *EndpointSummary {
	s.EndpointStatus = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *EndpointSummary) SetLastModifiedTime(v time.Time) *EndpointSummary {
	s.LastModifiedTime = &v
	return s
}

// Specifies a file system data source for a channel.
type FileSystemDataSource struct {
	_ struct{} `type:"structure"`

	// The full path to the directory to associate with the channel.
	//
	// DirectoryPath is a required field
	DirectoryPath *string `type:"string" required:"true"`

	// The access mode of the mount of the directory associated with the channel.
	// A directory can be mounted either in ro (read-only) or rw (read-write) mode.
	//
	// FileSystemAccessMode is a required field
	FileSystemAccessMode *string `type:"string" required:"true" enum:"FileSystemAccessMode"`

	// The file system id.
	//
	// FileSystemId is a required field
	FileSystemId *string `min:"11" type:"string" required:"true"`

	// The file system type.
	//
	// FileSystemType is a required field
	FileSystemType *string `type:"string" required:"true" enum:"FileSystemType"`
}

// String returns the string representation
func (s FileSystemDataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s FileSystemDataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *FileSystemDataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "FileSystemDataSource"}
	if s.DirectoryPath == nil {
		invalidParams.Add(request.NewErrParamRequired("DirectoryPath"))
	}
	if s.FileSystemAccessMode == nil {
		invalidParams.Add(request.NewErrParamRequired("FileSystemAccessMode"))
	}
	if s.FileSystemId == nil {
		invalidParams.Add(request.NewErrParamRequired("FileSystemId"))
	}
	if s.FileSystemId != nil && len(*s.FileSystemId) < 11 {
		invalidParams.Add(request.NewErrParamMinLen("FileSystemId", 11))
	}
	if s.FileSystemType == nil {
		invalidParams.Add(request.NewErrParamRequired("FileSystemType"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDirectoryPath sets the DirectoryPath field's value.
func (s *FileSystemDataSource) SetDirectoryPath(v string) *FileSystemDataSource {
	s.DirectoryPath = &v
	return s
}

// SetFileSystemAccessMode sets the FileSystemAccessMode field's value.
func (s *FileSystemDataSource) SetFileSystemAccessMode(v string) *FileSystemDataSource {
	s.FileSystemAccessMode = &v
	return s
}

// SetFileSystemId sets the FileSystemId field's value.
func (s *FileSystemDataSource) SetFileSystemId(v string) *FileSystemDataSource {
	s.FileSystemId = &v
	return s
}

// SetFileSystemType sets the FileSystemType field's value.
func (s *FileSystemDataSource) SetFileSystemType(v string) *FileSystemDataSource {
	s.FileSystemType = &v
	return s
}

// A conditional statement for a search expression that includes a Boolean operator,
// a resource property, and a value.
//
// If you don't specify an Operator and a Value, the filter searches for only
// the specified property. For example, defining a Filter for the FailureReason
// for the TrainingJob Resource searches for training job objects that have
// a value in the FailureReason field.
//
// If you specify a Value, but not an Operator, Amazon SageMaker uses the equals
// operator as the default.
//
// In search, there are several property types:
//
// Metrics
//
// To define a metric filter, enter a value using the form "Metrics.<name>",
// where <name> is a metric name. For example, the following filter searches
// for training jobs with an "accuracy" metric greater than "0.9":
//
// {
//
// "Name": "Metrics.accuracy",
//
// "Operator": "GREATER_THAN",
//
// "Value": "0.9"
//
// }
//
// HyperParameters
//
// To define a hyperparameter filter, enter a value with the form "HyperParameters.<name>".
// Decimal hyperparameter values are treated as a decimal in a comparison if
// the specified Value is also a decimal value. If the specified Value is an
// integer, the decimal hyperparameter values are treated as integers. For example,
// the following filter is satisfied by training jobs with a "learning_rate"
// hyperparameter that is less than "0.5":
//
// {
//
// "Name": "HyperParameters.learning_rate",
//
// "Operator": "LESS_THAN",
//
// "Value": "0.5"
//
// }
//
// Tags
//
// To define a tag filter, enter a value with the form "Tags.<key>".
type Filter struct {
	_ struct{} `type:"structure"`

	// A property name. For example, TrainingJobName. For the list of valid property
	// names returned in a search result for each supported resource, see TrainingJob
	// properties. You must specify a valid property name for the resource.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// A Boolean binary operator that is used to evaluate the filter. The operator
	// field contains one of the following values:
	//
	// Equals
	//
	// The specified resource in Name equals the specified Value.
	//
	// NotEquals
	//
	// The specified resource in Name does not equal the specified Value.
	//
	// GreaterThan
	//
	// The specified resource in Name is greater than the specified Value. Not supported
	// for text-based properties.
	//
	// GreaterThanOrEqualTo
	//
	// The specified resource in Name is greater than or equal to the specified
	// Value. Not supported for text-based properties.
	//
	// LessThan
	//
	// The specified resource in Name is less than the specified Value. Not supported
	// for text-based properties.
	//
	// LessThanOrEqualTo
	//
	// The specified resource in Name is less than or equal to the specified Value.
	// Not supported for text-based properties.
	//
	// Contains
	//
	// Only supported for text-based properties. The word-list of the property contains
	// the specified Value.
	//
	// If you have specified a filter Value, the default is Equals.
	Operator *string `type:"string" enum:"Operator"`

	// A value used with Resource and Operator to determine if objects satisfy the
	// filter's condition. For numerical properties, Value must be an integer or
	// floating-point decimal. For timestamp properties, Value must be an ISO 8601
	// date-time string of the following format: YYYY-mm-dd'T'HH:MM:SS.
	Value *string `min:"1" type:"string"`
}

// String returns the string representation
func (s Filter) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s Filter) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *Filter) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "Filter"}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}
	if s.Name != nil && len(*s.Name) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Name", 1))
	}
	if s.Value != nil && len(*s.Value) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Value", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetName sets the Name field's value.
func (s *Filter) SetName(v string) *Filter {
	s.Name = &v
	return s
}

// SetOperator sets the Operator field's value.
func (s *Filter) SetOperator(v string) *Filter {
	s.Operator = &v
	return s
}

// SetValue sets the Value field's value.
func (s *Filter) SetValue(v string) *Filter {
	s.Value = &v
	return s
}

// Shows the final value for the objective metric for a training job that was
// launched by a hyperparameter tuning job. You define the objective metric
// in the HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig.
type FinalHyperParameterTuningJobObjectiveMetric struct {
	_ struct{} `type:"structure"`

	// The name of the objective metric.
	//
	// MetricName is a required field
	MetricName *string `min:"1" type:"string" required:"true"`

	// Whether to minimize or maximize the objective metric. Valid values are Minimize
	// and Maximize.
	Type *string `type:"string" enum:"HyperParameterTuningJobObjectiveType"`

	// The value of the objective metric.
	//
	// Value is a required field
	Value *float64 `type:"float" required:"true"`
}

// String returns the string representation
func (s FinalHyperParameterTuningJobObjectiveMetric) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s FinalHyperParameterTuningJobObjectiveMetric) GoString() string {
	return s.String()
}

// SetMetricName sets the MetricName field's value.
func (s *FinalHyperParameterTuningJobObjectiveMetric) SetMetricName(v string) *FinalHyperParameterTuningJobObjectiveMetric {
	s.MetricName = &v
	return s
}

// SetType sets the Type field's value.
func (s *FinalHyperParameterTuningJobObjectiveMetric) SetType(v string) *FinalHyperParameterTuningJobObjectiveMetric {
	s.Type = &v
	return s
}

// SetValue sets the Value field's value.
func (s *FinalHyperParameterTuningJobObjectiveMetric) SetValue(v float64) *FinalHyperParameterTuningJobObjectiveMetric {
	s.Value = &v
	return s
}

type GetSearchSuggestionsInput struct {
	_ struct{} `type:"structure"`

	// The name of the Amazon SageMaker resource to Search for. The only valid Resource
	// value is TrainingJob.
	//
	// Resource is a required field
	Resource *string `type:"string" required:"true" enum:"ResourceType"`

	// Limits the property names that are included in the response.
	SuggestionQuery *SuggestionQuery `type:"structure"`
}

// String returns the string representation
func (s GetSearchSuggestionsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s GetSearchSuggestionsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *GetSearchSuggestionsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "GetSearchSuggestionsInput"}
	if s.Resource == nil {
		invalidParams.Add(request.NewErrParamRequired("Resource"))
	}
	if s.SuggestionQuery != nil {
		if err := s.SuggestionQuery.Validate(); err != nil {
			invalidParams.AddNested("SuggestionQuery", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetResource sets the Resource field's value.
func (s *GetSearchSuggestionsInput) SetResource(v string) *GetSearchSuggestionsInput {
	s.Resource = &v
	return s
}

// SetSuggestionQuery sets the SuggestionQuery field's value.
func (s *GetSearchSuggestionsInput) SetSuggestionQuery(v *SuggestionQuery) *GetSearchSuggestionsInput {
	s.SuggestionQuery = v
	return s
}

type GetSearchSuggestionsOutput struct {
	_ struct{} `type:"structure"`

	// A list of property names for a Resource that match a SuggestionQuery.
	PropertyNameSuggestions []*PropertyNameSuggestion `type:"list"`
}

// String returns the string representation
func (s GetSearchSuggestionsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s GetSearchSuggestionsOutput) GoString() string {
	return s.String()
}

// SetPropertyNameSuggestions sets the PropertyNameSuggestions field's value.
func (s *GetSearchSuggestionsOutput) SetPropertyNameSuggestions(v []*PropertyNameSuggestion) *GetSearchSuggestionsOutput {
	s.PropertyNameSuggestions = v
	return s
}

// Specifies configuration details for a Git repository in your AWS account.
type GitConfig struct {
	_ struct{} `type:"structure"`

	// The default branch for the Git repository.
	Branch *string `min:"1" type:"string"`

	// The URL where the Git repository is located.
	//
	// RepositoryUrl is a required field
	RepositoryUrl *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains
	// the credentials used to access the git repository. The secret must have a
	// staging label of AWSCURRENT and must be in the following format:
	//
	// {"username": UserName, "password": Password}
	SecretArn *string `min:"1" type:"string"`
}

// String returns the string representation
func (s GitConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s GitConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *GitConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "GitConfig"}
	if s.Branch != nil && len(*s.Branch) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Branch", 1))
	}
	if s.RepositoryUrl == nil {
		invalidParams.Add(request.NewErrParamRequired("RepositoryUrl"))
	}
	if s.SecretArn != nil && len(*s.SecretArn) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SecretArn", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetBranch sets the Branch field's value.
func (s *GitConfig) SetBranch(v string) *GitConfig {
	s.Branch = &v
	return s
}

// SetRepositoryUrl sets the RepositoryUrl field's value.
func (s *GitConfig) SetRepositoryUrl(v string) *GitConfig {
	s.RepositoryUrl = &v
	return s
}

// SetSecretArn sets the SecretArn field's value.
func (s *GitConfig) SetSecretArn(v string) *GitConfig {
	s.SecretArn = &v
	return s
}

// Specifies configuration details for a Git repository when the repository
// is updated.
type GitConfigForUpdate struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains
	// the credentials used to access the git repository. The secret must have a
	// staging label of AWSCURRENT and must be in the following format:
	//
	// {"username": UserName, "password": Password}
	SecretArn *string `min:"1" type:"string"`
}

// String returns the string representation
func (s GitConfigForUpdate) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s GitConfigForUpdate) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *GitConfigForUpdate) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "GitConfigForUpdate"}
	if s.SecretArn != nil && len(*s.SecretArn) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SecretArn", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetSecretArn sets the SecretArn field's value.
func (s *GitConfigForUpdate) SetSecretArn(v string) *GitConfigForUpdate {
	s.SecretArn = &v
	return s
}

// Information required for human workers to complete a labeling task.
type HumanTaskConfig struct {
	_ struct{} `type:"structure"`

	// Configures how labels are consolidated across human workers.
	//
	// AnnotationConsolidationConfig is a required field
	AnnotationConsolidationConfig *AnnotationConsolidationConfig `type:"structure" required:"true"`

	// Defines the maximum number of data objects that can be labeled by human workers
	// at the same time. Each object may have more than one worker at one time.
	MaxConcurrentTaskCount *int64 `min:"1" type:"integer"`

	// The number of human workers that will label an object.
	//
	// NumberOfHumanWorkersPerDataObject is a required field
	NumberOfHumanWorkersPerDataObject *int64 `min:"1" type:"integer" required:"true"`

	// The Amazon Resource Name (ARN) of a Lambda function that is run before a
	// data object is sent to a human worker. Use this function to provide input
	// to a custom labeling job.
	//
	// For the built-in bounding box, image classification, semantic segmentation,
	// and text classification task types, Amazon SageMaker Ground Truth provides
	// the following Lambda functions:
	//
	// US East (Northern Virginia) (us-east-1):
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-NamedEntityRecognition
	//
	// US East (Ohio) (us-east-2):
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-NamedEntityRecognition
	//
	// US West (Oregon) (us-west-2):
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-NamedEntityRecognition
	//
	// Canada (Central) (ca-central-1):
	//
	//    * arn:awslambda:ca-central-1:918755190332:function:PRE-BoundingBox
	//
	//    * arn:awslambda:ca-central-1:918755190332:function:PRE-ImageMultiClass
	//
	//    * arn:awslambda:ca-central-1:918755190332:function:PRE-SemanticSegmentation
	//
	//    * arn:awslambda:ca-central-1:918755190332:function:PRE-TextMultiClass
	//
	//    * arn:awslambda:ca-central-1:918755190332:function:PRE-NamedEntityRecognition
	//
	// EU (Ireland) (eu-west-1):
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-NamedEntityRecognition
	//
	// EU (London) (eu-west-2):
	//
	//    * arn:awslambda:eu-west-2:487402164563:function:PRE-BoundingBox
	//
	//    * arn:awslambda:eu-west-2:487402164563:function:PRE-ImageMultiClass
	//
	//    * arn:awslambda:eu-west-2:487402164563:function:PRE-SemanticSegmentation
	//
	//    * arn:awslambda:eu-west-2:487402164563:function:PRE-TextMultiClass
	//
	//    * arn:awslambda:eu-west-2:487402164563:function:PRE-NamedEntityRecognition
	//
	// EU Frankfurt (eu-central-1):
	//
	//    * arn:awslambda:eu-central-1:203001061592:function:PRE-BoundingBox
	//
	//    * arn:awslambda:eu-central-1:203001061592:function:PRE-ImageMultiClass
	//
	//    * arn:awslambda:eu-central-1:203001061592:function:PRE-SemanticSegmentation
	//
	//    * arn:awslambda:eu-central-1:203001061592:function:PRE-TextMultiClass
	//
	//    * arn:awslambda:eu-central-1:203001061592:function:PRE-NamedEntityRecognition
	//
	// Asia Pacific (Tokyo) (ap-northeast-1):
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-NamedEntityRecognition
	//
	// Asia Pacific (Seoul) (ap-northeast-2):
	//
	//    * arn:awslambda:ap-northeast-2:845288260483:function:PRE-BoundingBox
	//
	//    * arn:awslambda:ap-northeast-2:845288260483:function:PRE-ImageMultiClass
	//
	//    * arn:awslambda:ap-northeast-2:845288260483:function:PRE-SemanticSegmentation
	//
	//    * arn:awslambda:ap-northeast-2:845288260483:function:PRE-TextMultiClass
	//
	//    * arn:awslambda:ap-northeast-2:845288260483:function:PRE-NamedEntityRecognition
	//
	// Asia Pacific (Mumbai) (ap-south-1):
	//
	//    * arn:awslambda:ap-south-1:565803892007:function:PRE-BoundingBox
	//
	//    * arn:awslambda:ap-south-1:565803892007:function:PRE-ImageMultiClass
	//
	//    * arn:awslambda:ap-south-1:565803892007:function:PRE-SemanticSegmentation
	//
	//    * arn:awslambda:ap-south-1:565803892007:function:PRE-TextMultiClass
	//
	//    * arn:awslambda:ap-south-1:565803892007:function:PRE-NamedEntityRecognition
	//
	// Asia Pacific (Singapore) (ap-southeast-1):
	//
	//    * arn:awslambda:ap-southeast-1:377565633583:function:PRE-BoundingBox
	//
	//    * arn:awslambda:ap-southeast-1:377565633583:function:PRE-ImageMultiClass
	//
	//    * arn:awslambda:ap-southeast-1:377565633583:function:PRE-SemanticSegmentation
	//
	//    * arn:awslambda:ap-southeast-1:377565633583:function:PRE-TextMultiClass
	//
	//    * arn:awslambda:ap-southeast-1:377565633583:function:PRE-NamedEntityRecognition
	//
	// Asia Pacific (Sydney) (ap-southeast-2):
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-NamedEntityRecognition
	//
	// PreHumanTaskLambdaArn is a required field
	PreHumanTaskLambdaArn *string `type:"string" required:"true"`

	// The price that you pay for each task performed by an Amazon Mechanical Turk
	// worker.
	PublicWorkforceTaskPrice *PublicWorkforceTaskPrice `type:"structure"`

	// The length of time that a task remains available for labeling by human workers.
	// If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours
	// (43200). For private and vendor workforces, the maximum is as listed.
	TaskAvailabilityLifetimeInSeconds *int64 `min:"1" type:"integer"`

	// A description of the task for your human workers.
	//
	// TaskDescription is a required field
	TaskDescription *string `min:"1" type:"string" required:"true"`

	// Keywords used to describe the task so that workers on Amazon Mechanical Turk
	// can discover the task.
	TaskKeywords []*string `min:"1" type:"list"`

	// The amount of time that a worker has to complete a task.
	//
	// TaskTimeLimitInSeconds is a required field
	TaskTimeLimitInSeconds *int64 `min:"30" type:"integer" required:"true"`

	// A title for the task for your human workers.
	//
	// TaskTitle is a required field
	TaskTitle *string `min:"1" type:"string" required:"true"`

	// Information about the user interface that workers use to complete the labeling
	// task.
	//
	// UiConfig is a required field
	UiConfig *UiConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the work team assigned to complete the
	// tasks.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s HumanTaskConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HumanTaskConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HumanTaskConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HumanTaskConfig"}
	if s.AnnotationConsolidationConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("AnnotationConsolidationConfig"))
	}
	if s.MaxConcurrentTaskCount != nil && *s.MaxConcurrentTaskCount < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxConcurrentTaskCount", 1))
	}
	if s.NumberOfHumanWorkersPerDataObject == nil {
		invalidParams.Add(request.NewErrParamRequired("NumberOfHumanWorkersPerDataObject"))
	}
	if s.NumberOfHumanWorkersPerDataObject != nil && *s.NumberOfHumanWorkersPerDataObject < 1 {
		invalidParams.Add(request.NewErrParamMinValue("NumberOfHumanWorkersPerDataObject", 1))
	}
	if s.PreHumanTaskLambdaArn == nil {
		invalidParams.Add(request.NewErrParamRequired("PreHumanTaskLambdaArn"))
	}
	if s.TaskAvailabilityLifetimeInSeconds != nil && *s.TaskAvailabilityLifetimeInSeconds < 1 {
		invalidParams.Add(request.NewErrParamMinValue("TaskAvailabilityLifetimeInSeconds", 1))
	}
	if s.TaskDescription == nil {
		invalidParams.Add(request.NewErrParamRequired("TaskDescription"))
	}
	if s.TaskDescription != nil && len(*s.TaskDescription) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TaskDescription", 1))
	}
	if s.TaskKeywords != nil && len(s.TaskKeywords) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TaskKeywords", 1))
	}
	if s.TaskTimeLimitInSeconds == nil {
		invalidParams.Add(request.NewErrParamRequired("TaskTimeLimitInSeconds"))
	}
	if s.TaskTimeLimitInSeconds != nil && *s.TaskTimeLimitInSeconds < 30 {
		invalidParams.Add(request.NewErrParamMinValue("TaskTimeLimitInSeconds", 30))
	}
	if s.TaskTitle == nil {
		invalidParams.Add(request.NewErrParamRequired("TaskTitle"))
	}
	if s.TaskTitle != nil && len(*s.TaskTitle) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TaskTitle", 1))
	}
	if s.UiConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("UiConfig"))
	}
	if s.WorkteamArn == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamArn"))
	}
	if s.AnnotationConsolidationConfig != nil {
		if err := s.AnnotationConsolidationConfig.Validate(); err != nil {
			invalidParams.AddNested("AnnotationConsolidationConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.UiConfig != nil {
		if err := s.UiConfig.Validate(); err != nil {
			invalidParams.AddNested("UiConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAnnotationConsolidationConfig sets the AnnotationConsolidationConfig field's value.
func (s *HumanTaskConfig) SetAnnotationConsolidationConfig(v *AnnotationConsolidationConfig) *HumanTaskConfig {
	s.AnnotationConsolidationConfig = v
	return s
}

// SetMaxConcurrentTaskCount sets the MaxConcurrentTaskCount field's value.
func (s *HumanTaskConfig) SetMaxConcurrentTaskCount(v int64) *HumanTaskConfig {
	s.MaxConcurrentTaskCount = &v
	return s
}

// SetNumberOfHumanWorkersPerDataObject sets the NumberOfHumanWorkersPerDataObject field's value.
func (s *HumanTaskConfig) SetNumberOfHumanWorkersPerDataObject(v int64) *HumanTaskConfig {
	s.NumberOfHumanWorkersPerDataObject = &v
	return s
}

// SetPreHumanTaskLambdaArn sets the PreHumanTaskLambdaArn field's value.
func (s *HumanTaskConfig) SetPreHumanTaskLambdaArn(v string) *HumanTaskConfig {
	s.PreHumanTaskLambdaArn = &v
	return s
}

// SetPublicWorkforceTaskPrice sets the PublicWorkforceTaskPrice field's value.
func (s *HumanTaskConfig) SetPublicWorkforceTaskPrice(v *PublicWorkforceTaskPrice) *HumanTaskConfig {
	s.PublicWorkforceTaskPrice = v
	return s
}

// SetTaskAvailabilityLifetimeInSeconds sets the TaskAvailabilityLifetimeInSeconds field's value.
func (s *HumanTaskConfig) SetTaskAvailabilityLifetimeInSeconds(v int64) *HumanTaskConfig {
	s.TaskAvailabilityLifetimeInSeconds = &v
	return s
}

// SetTaskDescription sets the TaskDescription field's value.
func (s *HumanTaskConfig) SetTaskDescription(v string) *HumanTaskConfig {
	s.TaskDescription = &v
	return s
}

// SetTaskKeywords sets the TaskKeywords field's value.
func (s *HumanTaskConfig) SetTaskKeywords(v []*string) *HumanTaskConfig {
	s.TaskKeywords = v
	return s
}

// SetTaskTimeLimitInSeconds sets the TaskTimeLimitInSeconds field's value.
func (s *HumanTaskConfig) SetTaskTimeLimitInSeconds(v int64) *HumanTaskConfig {
	s.TaskTimeLimitInSeconds = &v
	return s
}

// SetTaskTitle sets the TaskTitle field's value.
func (s *HumanTaskConfig) SetTaskTitle(v string) *HumanTaskConfig {
	s.TaskTitle = &v
	return s
}

// SetUiConfig sets the UiConfig field's value.
func (s *HumanTaskConfig) SetUiConfig(v *UiConfig) *HumanTaskConfig {
	s.UiConfig = v
	return s
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *HumanTaskConfig) SetWorkteamArn(v string) *HumanTaskConfig {
	s.WorkteamArn = &v
	return s
}

// Specifies which training algorithm to use for training jobs that a hyperparameter
// tuning job launches and the metrics to monitor.
type HyperParameterAlgorithmSpecification struct {
	_ struct{} `type:"structure"`

	// The name of the resource algorithm to use for the hyperparameter tuning job.
	// If you specify a value for this parameter, do not specify a value for TrainingImage.
	AlgorithmName *string `min:"1" type:"string"`

	// An array of MetricDefinition objects that specify the metrics that the algorithm
	// emits.
	MetricDefinitions []*MetricDefinition `type:"list"`

	// The registry path of the Docker image that contains the training algorithm.
	// For information about Docker registry paths for built-in algorithms, see
	// Algorithms Provided by Amazon SageMaker: Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	// Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest]
	// image path formats. For more information, see Using Your Own Algorithms with
	// Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	TrainingImage *string `type:"string"`

	// The input mode that the algorithm supports: File or Pipe. In File input mode,
	// Amazon SageMaker downloads the training data from Amazon S3 to the storage
	// volume that is attached to the training instance and mounts the directory
	// to the Docker volume for the training container. In Pipe input mode, Amazon
	// SageMaker streams data directly from Amazon S3 to the container.
	//
	// If you specify File mode, make sure that you provision the storage volume
	// that is attached to the training instance with enough capacity to accommodate
	// the training data downloaded from Amazon S3, the model artifacts, and intermediate
	// information.
	//
	// For more information about input modes, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	//
	// TrainingInputMode is a required field
	TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
}

// String returns the string representation
func (s HyperParameterAlgorithmSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterAlgorithmSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HyperParameterAlgorithmSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HyperParameterAlgorithmSpecification"}
	if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1))
	}
	if s.TrainingInputMode == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingInputMode"))
	}
	if s.MetricDefinitions != nil {
		for i, v := range s.MetricDefinitions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricDefinitions", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *HyperParameterAlgorithmSpecification) SetAlgorithmName(v string) *HyperParameterAlgorithmSpecification {
	s.AlgorithmName = &v
	return s
}

// SetMetricDefinitions sets the MetricDefinitions field's value.
func (s *HyperParameterAlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *HyperParameterAlgorithmSpecification {
	s.MetricDefinitions = v
	return s
}

// SetTrainingImage sets the TrainingImage field's value.
func (s *HyperParameterAlgorithmSpecification) SetTrainingImage(v string) *HyperParameterAlgorithmSpecification {
	s.TrainingImage = &v
	return s
}

// SetTrainingInputMode sets the TrainingInputMode field's value.
func (s *HyperParameterAlgorithmSpecification) SetTrainingInputMode(v string) *HyperParameterAlgorithmSpecification {
	s.TrainingInputMode = &v
	return s
}

// Defines a hyperparameter to be used by an algorithm.
type HyperParameterSpecification struct {
	_ struct{} `type:"structure"`

	// The default value for this hyperparameter. If a default value is specified,
	// a hyperparameter cannot be required.
	DefaultValue *string `type:"string"`

	// A brief description of the hyperparameter.
	Description *string `type:"string"`

	// Indicates whether this hyperparameter is required.
	IsRequired *bool `type:"boolean"`

	// Indicates whether this hyperparameter is tunable in a hyperparameter tuning
	// job.
	IsTunable *bool `type:"boolean"`

	// The name of this hyperparameter. The name must be unique.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`

	// The allowed range for this hyperparameter.
	Range *ParameterRange `type:"structure"`

	// The type of this hyperparameter. The valid types are Integer, Continuous,
	// Categorical, and FreeText.
	//
	// Type is a required field
	Type *string `type:"string" required:"true" enum:"ParameterType"`
}

// String returns the string representation
func (s HyperParameterSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HyperParameterSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HyperParameterSpecification"}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}
	if s.Type == nil {
		invalidParams.Add(request.NewErrParamRequired("Type"))
	}
	if s.Range != nil {
		if err := s.Range.Validate(); err != nil {
			invalidParams.AddNested("Range", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDefaultValue sets the DefaultValue field's value.
func (s *HyperParameterSpecification) SetDefaultValue(v string) *HyperParameterSpecification {
	s.DefaultValue = &v
	return s
}

// SetDescription sets the Description field's value.
func (s *HyperParameterSpecification) SetDescription(v string) *HyperParameterSpecification {
	s.Description = &v
	return s
}

// SetIsRequired sets the IsRequired field's value.
func (s *HyperParameterSpecification) SetIsRequired(v bool) *HyperParameterSpecification {
	s.IsRequired = &v
	return s
}

// SetIsTunable sets the IsTunable field's value.
func (s *HyperParameterSpecification) SetIsTunable(v bool) *HyperParameterSpecification {
	s.IsTunable = &v
	return s
}

// SetName sets the Name field's value.
func (s *HyperParameterSpecification) SetName(v string) *HyperParameterSpecification {
	s.Name = &v
	return s
}

// SetRange sets the Range field's value.
func (s *HyperParameterSpecification) SetRange(v *ParameterRange) *HyperParameterSpecification {
	s.Range = v
	return s
}

// SetType sets the Type field's value.
func (s *HyperParameterSpecification) SetType(v string) *HyperParameterSpecification {
	s.Type = &v
	return s
}

// Defines the training jobs launched by a hyperparameter tuning job.
type HyperParameterTrainingJobDefinition struct {
	_ struct{} `type:"structure"`

	// The HyperParameterAlgorithmSpecification object that specifies the resource
	// algorithm to use for the training jobs that the tuning job launches.
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *HyperParameterAlgorithmSpecification `type:"structure" required:"true"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// A Boolean indicating whether managed spot training is enabled (True) or not
	// (False).
	EnableManagedSpotTraining *bool `type:"boolean"`

	// Isolates the training container. No inbound or outbound network calls can
	// be made, except for calls between peers within a training cluster for distributed
	// training. If network isolation is used for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specified VPC, but the training container does not
	// have network access.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// An array of Channel objects that specify the input for the training jobs
	// that the tuning job launches.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// Specifies the path to the Amazon S3 bucket where you store model artifacts
	// from the training jobs that the tuning job launches.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// The resources, including the compute instances and storage volumes, to use
	// for the training jobs that the tuning job launches.
	//
	// Storage volumes store model artifacts and incremental states. Training algorithms
	// might also use storage volumes for scratch space. If you want Amazon SageMaker
	// to use the storage volume to store the training data, choose File as the
	// TrainingInputMode in the algorithm specification. For distributed training
	// algorithms, specify an instance count greater than 1.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the IAM role associated with the training
	// jobs that the tuning job launches.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the values of hyperparameters that do not change for the tuning
	// job.
	StaticHyperParameters map[string]*string `type:"map"`

	// Specifies a limit to how long a model hyperparameter training job can run.
	// It also specifies how long you are willing to wait for a managed spot training
	// job to complete. When the job reaches the a limit, Amazon SageMaker ends
	// the training job. Use this API to cap model training costs.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// The VpcConfig object that specifies the VPC that you want the training jobs
	// that this hyperparameter tuning job launches to connect to. Control access
	// to and from your training container by configuring the VPC. For more information,
	// see Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
}

// String returns the string representation
func (s HyperParameterTrainingJobDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterTrainingJobDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HyperParameterTrainingJobDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HyperParameterTrainingJobDefinition"}
	if s.AlgorithmSpecification == nil {
		invalidParams.Add(request.NewErrParamRequired("AlgorithmSpecification"))
	}
	if s.InputDataConfig != nil && len(s.InputDataConfig) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("InputDataConfig", 1))
	}
	if s.OutputDataConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("OutputDataConfig"))
	}
	if s.ResourceConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceConfig"))
	}
	if s.RoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("RoleArn"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.StoppingCondition == nil {
		invalidParams.Add(request.NewErrParamRequired("StoppingCondition"))
	}
	if s.AlgorithmSpecification != nil {
		if err := s.AlgorithmSpecification.Validate(); err != nil {
			invalidParams.AddNested("AlgorithmSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.CheckpointConfig != nil {
		if err := s.CheckpointConfig.Validate(); err != nil {
			invalidParams.AddNested("CheckpointConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.InputDataConfig != nil {
		for i, v := range s.InputDataConfig {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "InputDataConfig", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.OutputDataConfig != nil {
		if err := s.OutputDataConfig.Validate(); err != nil {
			invalidParams.AddNested("OutputDataConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.ResourceConfig != nil {
		if err := s.ResourceConfig.Validate(); err != nil {
			invalidParams.AddNested("ResourceConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.StoppingCondition != nil {
		if err := s.StoppingCondition.Validate(); err != nil {
			invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams))
		}
	}
	if s.VpcConfig != nil {
		if err := s.VpcConfig.Validate(); err != nil {
			invalidParams.AddNested("VpcConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmSpecification sets the AlgorithmSpecification field's value.
func (s *HyperParameterTrainingJobDefinition) SetAlgorithmSpecification(v *HyperParameterAlgorithmSpecification) *HyperParameterTrainingJobDefinition {
	s.AlgorithmSpecification = v
	return s
}

// SetCheckpointConfig sets the CheckpointConfig field's value.
func (s *HyperParameterTrainingJobDefinition) SetCheckpointConfig(v *CheckpointConfig) *HyperParameterTrainingJobDefinition {
	s.CheckpointConfig = v
	return s
}

// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.
func (s *HyperParameterTrainingJobDefinition) SetEnableInterContainerTrafficEncryption(v bool) *HyperParameterTrainingJobDefinition {
	s.EnableInterContainerTrafficEncryption = &v
	return s
}

// SetEnableManagedSpotTraining sets the EnableManagedSpotTraining field's value.
func (s *HyperParameterTrainingJobDefinition) SetEnableManagedSpotTraining(v bool) *HyperParameterTrainingJobDefinition {
	s.EnableManagedSpotTraining = &v
	return s
}

// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.
func (s *HyperParameterTrainingJobDefinition) SetEnableNetworkIsolation(v bool) *HyperParameterTrainingJobDefinition {
	s.EnableNetworkIsolation = &v
	return s
}

// SetInputDataConfig sets the InputDataConfig field's value.
func (s *HyperParameterTrainingJobDefinition) SetInputDataConfig(v []*Channel) *HyperParameterTrainingJobDefinition {
	s.InputDataConfig = v
	return s
}

// SetOutputDataConfig sets the OutputDataConfig field's value.
func (s *HyperParameterTrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *HyperParameterTrainingJobDefinition {
	s.OutputDataConfig = v
	return s
}

// SetResourceConfig sets the ResourceConfig field's value.
func (s *HyperParameterTrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *HyperParameterTrainingJobDefinition {
	s.ResourceConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *HyperParameterTrainingJobDefinition) SetRoleArn(v string) *HyperParameterTrainingJobDefinition {
	s.RoleArn = &v
	return s
}

// SetStaticHyperParameters sets the StaticHyperParameters field's value.
func (s *HyperParameterTrainingJobDefinition) SetStaticHyperParameters(v map[string]*string) *HyperParameterTrainingJobDefinition {
	s.StaticHyperParameters = v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *HyperParameterTrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *HyperParameterTrainingJobDefinition {
	s.StoppingCondition = v
	return s
}

// SetVpcConfig sets the VpcConfig field's value.
func (s *HyperParameterTrainingJobDefinition) SetVpcConfig(v *VpcConfig) *HyperParameterTrainingJobDefinition {
	s.VpcConfig = v
	return s
}

// Specifies summary information about a training job.
type HyperParameterTrainingJobSummary struct {
	_ struct{} `type:"structure"`

	// The date and time that the training job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The reason that the training job failed.
	FailureReason *string `type:"string"`

	// The FinalHyperParameterTuningJobObjectiveMetric object that specifies the
	// value of the objective metric of the tuning job that launched this training
	// job.
	FinalHyperParameterTuningJobObjectiveMetric *FinalHyperParameterTuningJobObjectiveMetric `type:"structure"`

	// The status of the objective metric for the training job:
	//
	//    * Succeeded: The final objective metric for the training job was evaluated
	//    by the hyperparameter tuning job and used in the hyperparameter tuning
	//    process.
	//
	//    * Pending: The training job is in progress and evaluation of its final
	//    objective metric is pending.
	//
	//    * Failed: The final objective metric for the training job was not evaluated,
	//    and was not used in the hyperparameter tuning process. This typically
	//    occurs when the training job failed or did not emit an objective metric.
	ObjectiveStatus *string `type:"string" enum:"ObjectiveStatus"`

	// Specifies the time when the training job ends on training instances. You
	// are billed for the time interval between the value of TrainingStartTime and
	// this time. For successful jobs and stopped jobs, this is the time after model
	// artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker
	// detects a job failure.
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`

	// The name of the training job.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// The status of the training job.
	//
	// TrainingJobStatus is a required field
	TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`

	// The date and time that the training job started.
	TrainingStartTime *time.Time `type:"timestamp"`

	// A list of the hyperparameters for which you specified ranges to search.
	//
	// TunedHyperParameters is a required field
	TunedHyperParameters map[string]*string `type:"map" required:"true"`

	// The HyperParameter tuning job that launched the training job.
	TuningJobName *string `min:"1" type:"string"`
}

// String returns the string representation
func (s HyperParameterTrainingJobSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterTrainingJobSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *HyperParameterTrainingJobSummary) SetCreationTime(v time.Time) *HyperParameterTrainingJobSummary {
	s.CreationTime = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *HyperParameterTrainingJobSummary) SetFailureReason(v string) *HyperParameterTrainingJobSummary {
	s.FailureReason = &v
	return s
}

// SetFinalHyperParameterTuningJobObjectiveMetric sets the FinalHyperParameterTuningJobObjectiveMetric field's value.
func (s *HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric(v *FinalHyperParameterTuningJobObjectiveMetric) *HyperParameterTrainingJobSummary {
	s.FinalHyperParameterTuningJobObjectiveMetric = v
	return s
}

// SetObjectiveStatus sets the ObjectiveStatus field's value.
func (s *HyperParameterTrainingJobSummary) SetObjectiveStatus(v string) *HyperParameterTrainingJobSummary {
	s.ObjectiveStatus = &v
	return s
}

// SetTrainingEndTime sets the TrainingEndTime field's value.
func (s *HyperParameterTrainingJobSummary) SetTrainingEndTime(v time.Time) *HyperParameterTrainingJobSummary {
	s.TrainingEndTime = &v
	return s
}

// SetTrainingJobArn sets the TrainingJobArn field's value.
func (s *HyperParameterTrainingJobSummary) SetTrainingJobArn(v string) *HyperParameterTrainingJobSummary {
	s.TrainingJobArn = &v
	return s
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *HyperParameterTrainingJobSummary) SetTrainingJobName(v string) *HyperParameterTrainingJobSummary {
	s.TrainingJobName = &v
	return s
}

// SetTrainingJobStatus sets the TrainingJobStatus field's value.
func (s *HyperParameterTrainingJobSummary) SetTrainingJobStatus(v string) *HyperParameterTrainingJobSummary {
	s.TrainingJobStatus = &v
	return s
}

// SetTrainingStartTime sets the TrainingStartTime field's value.
func (s *HyperParameterTrainingJobSummary) SetTrainingStartTime(v time.Time) *HyperParameterTrainingJobSummary {
	s.TrainingStartTime = &v
	return s
}

// SetTunedHyperParameters sets the TunedHyperParameters field's value.
func (s *HyperParameterTrainingJobSummary) SetTunedHyperParameters(v map[string]*string) *HyperParameterTrainingJobSummary {
	s.TunedHyperParameters = v
	return s
}

// SetTuningJobName sets the TuningJobName field's value.
func (s *HyperParameterTrainingJobSummary) SetTuningJobName(v string) *HyperParameterTrainingJobSummary {
	s.TuningJobName = &v
	return s
}

// Configures a hyperparameter tuning job.
type HyperParameterTuningJobConfig struct {
	_ struct{} `type:"structure"`

	// The HyperParameterTuningJobObjective object that specifies the objective
	// metric for this tuning job.
	HyperParameterTuningJobObjective *HyperParameterTuningJobObjective `type:"structure"`

	// The ParameterRanges object that specifies the ranges of hyperparameters that
	// this tuning job searches.
	ParameterRanges *ParameterRanges `type:"structure"`

	// The ResourceLimits object that specifies the maximum number of training jobs
	// and parallel training jobs for this tuning job.
	//
	// ResourceLimits is a required field
	ResourceLimits *ResourceLimits `type:"structure" required:"true"`

	// Specifies how hyperparameter tuning chooses the combinations of hyperparameter
	// values to use for the training job it launches. To use the Bayesian search
	// stategy, set this to Bayesian. To randomly search, set it to Random. For
	// information about search strategies, see How Hyperparameter Tuning Works
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-how-it-works.html).
	//
	// Strategy is a required field
	Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"`

	// Specifies whether to use early stopping for training jobs launched by the
	// hyperparameter tuning job. This can be one of the following values (the default
	// value is OFF):
	//
	// OFF
	//
	// Training jobs launched by the hyperparameter tuning job do not use early
	// stopping.
	//
	// AUTO
	//
	// Amazon SageMaker stops training jobs launched by the hyperparameter tuning
	// job when they are unlikely to perform better than previously completed training
	// jobs. For more information, see Stop Training Jobs Early (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-early-stopping.html).
	TrainingJobEarlyStoppingType *string `type:"string" enum:"TrainingJobEarlyStoppingType"`
}

// String returns the string representation
func (s HyperParameterTuningJobConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterTuningJobConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HyperParameterTuningJobConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HyperParameterTuningJobConfig"}
	if s.ResourceLimits == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceLimits"))
	}
	if s.Strategy == nil {
		invalidParams.Add(request.NewErrParamRequired("Strategy"))
	}
	if s.HyperParameterTuningJobObjective != nil {
		if err := s.HyperParameterTuningJobObjective.Validate(); err != nil {
			invalidParams.AddNested("HyperParameterTuningJobObjective", err.(request.ErrInvalidParams))
		}
	}
	if s.ParameterRanges != nil {
		if err := s.ParameterRanges.Validate(); err != nil {
			invalidParams.AddNested("ParameterRanges", err.(request.ErrInvalidParams))
		}
	}
	if s.ResourceLimits != nil {
		if err := s.ResourceLimits.Validate(); err != nil {
			invalidParams.AddNested("ResourceLimits", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameterTuningJobObjective sets the HyperParameterTuningJobObjective field's value.
func (s *HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective(v *HyperParameterTuningJobObjective) *HyperParameterTuningJobConfig {
	s.HyperParameterTuningJobObjective = v
	return s
}

// SetParameterRanges sets the ParameterRanges field's value.
func (s *HyperParameterTuningJobConfig) SetParameterRanges(v *ParameterRanges) *HyperParameterTuningJobConfig {
	s.ParameterRanges = v
	return s
}

// SetResourceLimits sets the ResourceLimits field's value.
func (s *HyperParameterTuningJobConfig) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobConfig {
	s.ResourceLimits = v
	return s
}

// SetStrategy sets the Strategy field's value.
func (s *HyperParameterTuningJobConfig) SetStrategy(v string) *HyperParameterTuningJobConfig {
	s.Strategy = &v
	return s
}

// SetTrainingJobEarlyStoppingType sets the TrainingJobEarlyStoppingType field's value.
func (s *HyperParameterTuningJobConfig) SetTrainingJobEarlyStoppingType(v string) *HyperParameterTuningJobConfig {
	s.TrainingJobEarlyStoppingType = &v
	return s
}

// Defines the objective metric for a hyperparameter tuning job. Hyperparameter
// tuning uses the value of this metric to evaluate the training jobs it launches,
// and returns the training job that results in either the highest or lowest
// value for this metric, depending on the value you specify for the Type parameter.
type HyperParameterTuningJobObjective struct {
	_ struct{} `type:"structure"`

	// The name of the metric to use for the objective metric.
	//
	// MetricName is a required field
	MetricName *string `min:"1" type:"string" required:"true"`

	// Whether to minimize or maximize the objective metric.
	//
	// Type is a required field
	Type *string `type:"string" required:"true" enum:"HyperParameterTuningJobObjectiveType"`
}

// String returns the string representation
func (s HyperParameterTuningJobObjective) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterTuningJobObjective) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HyperParameterTuningJobObjective) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HyperParameterTuningJobObjective"}
	if s.MetricName == nil {
		invalidParams.Add(request.NewErrParamRequired("MetricName"))
	}
	if s.MetricName != nil && len(*s.MetricName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("MetricName", 1))
	}
	if s.Type == nil {
		invalidParams.Add(request.NewErrParamRequired("Type"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMetricName sets the MetricName field's value.
func (s *HyperParameterTuningJobObjective) SetMetricName(v string) *HyperParameterTuningJobObjective {
	s.MetricName = &v
	return s
}

// SetType sets the Type field's value.
func (s *HyperParameterTuningJobObjective) SetType(v string) *HyperParameterTuningJobObjective {
	s.Type = &v
	return s
}

// Provides summary information about a hyperparameter tuning job.
type HyperParameterTuningJobSummary struct {
	_ struct{} `type:"structure"`

	// The date and time that the tuning job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The date and time that the tuning job ended.
	HyperParameterTuningEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the tuning job.
	//
	// HyperParameterTuningJobArn is a required field
	HyperParameterTuningJobArn *string `type:"string" required:"true"`

	// The name of the tuning job.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// The status of the tuning job.
	//
	// HyperParameterTuningJobStatus is a required field
	HyperParameterTuningJobStatus *string `type:"string" required:"true" enum:"HyperParameterTuningJobStatus"`

	// The date and time that the tuning job was modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ObjectiveStatusCounters object that specifies the numbers of training
	// jobs, categorized by objective metric status, that this tuning job launched.
	//
	// ObjectiveStatusCounters is a required field
	ObjectiveStatusCounters *ObjectiveStatusCounters `type:"structure" required:"true"`

	// The ResourceLimits object that specifies the maximum number of training jobs
	// and parallel training jobs allowed for this tuning job.
	ResourceLimits *ResourceLimits `type:"structure"`

	// Specifies the search strategy hyperparameter tuning uses to choose which
	// hyperparameters to use for each iteration. Currently, the only valid value
	// is Bayesian.
	//
	// Strategy is a required field
	Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"`

	// The TrainingJobStatusCounters object that specifies the numbers of training
	// jobs, categorized by status, that this tuning job launched.
	//
	// TrainingJobStatusCounters is a required field
	TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"`
}

// String returns the string representation
func (s HyperParameterTuningJobSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterTuningJobSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *HyperParameterTuningJobSummary) SetCreationTime(v time.Time) *HyperParameterTuningJobSummary {
	s.CreationTime = &v
	return s
}

// SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value.
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime(v time.Time) *HyperParameterTuningJobSummary {
	s.HyperParameterTuningEndTime = &v
	return s
}

// SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobArn(v string) *HyperParameterTuningJobSummary {
	s.HyperParameterTuningJobArn = &v
	return s
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobName(v string) *HyperParameterTuningJobSummary {
	s.HyperParameterTuningJobName = &v
	return s
}

// SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value.
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus(v string) *HyperParameterTuningJobSummary {
	s.HyperParameterTuningJobStatus = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *HyperParameterTuningJobSummary) SetLastModifiedTime(v time.Time) *HyperParameterTuningJobSummary {
	s.LastModifiedTime = &v
	return s
}

// SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value.
func (s *HyperParameterTuningJobSummary) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *HyperParameterTuningJobSummary {
	s.ObjectiveStatusCounters = v
	return s
}

// SetResourceLimits sets the ResourceLimits field's value.
func (s *HyperParameterTuningJobSummary) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobSummary {
	s.ResourceLimits = v
	return s
}

// SetStrategy sets the Strategy field's value.
func (s *HyperParameterTuningJobSummary) SetStrategy(v string) *HyperParameterTuningJobSummary {
	s.Strategy = &v
	return s
}

// SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value.
func (s *HyperParameterTuningJobSummary) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *HyperParameterTuningJobSummary {
	s.TrainingJobStatusCounters = v
	return s
}

// Specifies the configuration for a hyperparameter tuning job that uses one
// or more previous hyperparameter tuning jobs as a starting point. The results
// of previous tuning jobs are used to inform which combinations of hyperparameters
// to search over in the new tuning job.
//
// All training jobs launched by the new hyperparameter tuning job are evaluated
// by using the objective metric, and the training job that performs the best
// is compared to the best training jobs from the parent tuning jobs. From these,
// the training job that performs the best as measured by the objective metric
// is returned as the overall best training job.
//
// All training jobs launched by parent hyperparameter tuning jobs and the new
// hyperparameter tuning jobs count against the limit of training jobs for the
// tuning job.
type HyperParameterTuningJobWarmStartConfig struct {
	_ struct{} `type:"structure"`

	// An array of hyperparameter tuning jobs that are used as the starting point
	// for the new hyperparameter tuning job. For more information about warm starting
	// a hyperparameter tuning job, see Using a Previous Hyperparameter Tuning Job
	// as a Starting Point (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-warm-start.html).
	//
	// Hyperparameter tuning jobs created before October 1, 2018 cannot be used
	// as parent jobs for warm start tuning jobs.
	//
	// ParentHyperParameterTuningJobs is a required field
	ParentHyperParameterTuningJobs []*ParentHyperParameterTuningJob `min:"1" type:"list" required:"true"`

	// Specifies one of the following:
	//
	// IDENTICAL_DATA_AND_ALGORITHM
	//
	// The new hyperparameter tuning job uses the same input data and training image
	// as the parent tuning jobs. You can change the hyperparameter ranges to search
	// and the maximum number of training jobs that the hyperparameter tuning job
	// launches. You cannot use a new version of the training algorithm, unless
	// the changes in the new version do not affect the algorithm itself. For example,
	// changes that improve logging or adding support for a different data format
	// are allowed. You can also change hyperparameters from tunable to static,
	// and from static to tunable, but the total number of static plus tunable hyperparameters
	// must remain the same as it is in all parent jobs. The objective metric for
	// the new tuning job must be the same as for all parent jobs.
	//
	// TRANSFER_LEARNING
	//
	// The new hyperparameter tuning job can include input data, hyperparameter
	// ranges, maximum number of concurrent training jobs, and maximum number of
	// training jobs that are different than those of its parent hyperparameter
	// tuning jobs. The training image can also be a different version from the
	// version used in the parent hyperparameter tuning job. You can also change
	// hyperparameters from tunable to static, and from static to tunable, but the
	// total number of static plus tunable hyperparameters must remain the same
	// as it is in all parent jobs. The objective metric for the new tuning job
	// must be the same as for all parent jobs.
	//
	// WarmStartType is a required field
	WarmStartType *string `type:"string" required:"true" enum:"HyperParameterTuningJobWarmStartType"`
}

// String returns the string representation
func (s HyperParameterTuningJobWarmStartConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s HyperParameterTuningJobWarmStartConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *HyperParameterTuningJobWarmStartConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "HyperParameterTuningJobWarmStartConfig"}
	if s.ParentHyperParameterTuningJobs == nil {
		invalidParams.Add(request.NewErrParamRequired("ParentHyperParameterTuningJobs"))
	}
	if s.ParentHyperParameterTuningJobs != nil && len(s.ParentHyperParameterTuningJobs) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ParentHyperParameterTuningJobs", 1))
	}
	if s.WarmStartType == nil {
		invalidParams.Add(request.NewErrParamRequired("WarmStartType"))
	}
	if s.ParentHyperParameterTuningJobs != nil {
		for i, v := range s.ParentHyperParameterTuningJobs {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ParentHyperParameterTuningJobs", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetParentHyperParameterTuningJobs sets the ParentHyperParameterTuningJobs field's value.
func (s *HyperParameterTuningJobWarmStartConfig) SetParentHyperParameterTuningJobs(v []*ParentHyperParameterTuningJob) *HyperParameterTuningJobWarmStartConfig {
	s.ParentHyperParameterTuningJobs = v
	return s
}

// SetWarmStartType sets the WarmStartType field's value.
func (s *HyperParameterTuningJobWarmStartConfig) SetWarmStartType(v string) *HyperParameterTuningJobWarmStartConfig {
	s.WarmStartType = &v
	return s
}

// Defines how to perform inference generation after a training job is run.
type InferenceSpecification struct {
	_ struct{} `type:"structure"`

	// The Amazon ECR registry path of the Docker image that contains the inference
	// code.
	//
	// Containers is a required field
	Containers []*ModelPackageContainerDefinition `min:"1" type:"list" required:"true"`

	// The supported MIME types for the input data.
	//
	// SupportedContentTypes is a required field
	SupportedContentTypes []*string `type:"list" required:"true"`

	// A list of the instance types that are used to generate inferences in real-time.
	//
	// SupportedRealtimeInferenceInstanceTypes is a required field
	SupportedRealtimeInferenceInstanceTypes []*string `type:"list" required:"true"`

	// The supported MIME types for the output data.
	//
	// SupportedResponseMIMETypes is a required field
	SupportedResponseMIMETypes []*string `type:"list" required:"true"`

	// A list of the instance types on which a transformation job can be run or
	// on which an endpoint can be deployed.
	//
	// SupportedTransformInstanceTypes is a required field
	SupportedTransformInstanceTypes []*string `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s InferenceSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s InferenceSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *InferenceSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "InferenceSpecification"}
	if s.Containers == nil {
		invalidParams.Add(request.NewErrParamRequired("Containers"))
	}
	if s.Containers != nil && len(s.Containers) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Containers", 1))
	}
	if s.SupportedContentTypes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedContentTypes"))
	}
	if s.SupportedRealtimeInferenceInstanceTypes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedRealtimeInferenceInstanceTypes"))
	}
	if s.SupportedResponseMIMETypes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedResponseMIMETypes"))
	}
	if s.SupportedTransformInstanceTypes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedTransformInstanceTypes"))
	}
	if s.SupportedTransformInstanceTypes != nil && len(s.SupportedTransformInstanceTypes) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SupportedTransformInstanceTypes", 1))
	}
	if s.Containers != nil {
		for i, v := range s.Containers {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Containers", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetContainers sets the Containers field's value.
func (s *InferenceSpecification) SetContainers(v []*ModelPackageContainerDefinition) *InferenceSpecification {
	s.Containers = v
	return s
}

// SetSupportedContentTypes sets the SupportedContentTypes field's value.
func (s *InferenceSpecification) SetSupportedContentTypes(v []*string) *InferenceSpecification {
	s.SupportedContentTypes = v
	return s
}

// SetSupportedRealtimeInferenceInstanceTypes sets the SupportedRealtimeInferenceInstanceTypes field's value.
func (s *InferenceSpecification) SetSupportedRealtimeInferenceInstanceTypes(v []*string) *InferenceSpecification {
	s.SupportedRealtimeInferenceInstanceTypes = v
	return s
}

// SetSupportedResponseMIMETypes sets the SupportedResponseMIMETypes field's value.
func (s *InferenceSpecification) SetSupportedResponseMIMETypes(v []*string) *InferenceSpecification {
	s.SupportedResponseMIMETypes = v
	return s
}

// SetSupportedTransformInstanceTypes sets the SupportedTransformInstanceTypes field's value.
func (s *InferenceSpecification) SetSupportedTransformInstanceTypes(v []*string) *InferenceSpecification {
	s.SupportedTransformInstanceTypes = v
	return s
}

// Contains information about the location of input model artifacts, the name
// and shape of the expected data inputs, and the framework in which the model
// was trained.
type InputConfig struct {
	_ struct{} `type:"structure"`

	// Specifies the name and shape of the expected data inputs for your trained
	// model with a JSON dictionary form. The data inputs are InputConfig$Framework
	// specific.
	//
	//    * TensorFlow: You must specify the name and shape (NHWC format) of the
	//    expected data inputs using a dictionary format for your trained model.
	//    The dictionary formats required for the console and CLI are different.
	//    Examples for one input: If using the console, {"input":[1,1024,1024,3]}
	//    If using the CLI, {\"input\":[1,1024,1024,3]} Examples for two inputs:
	//    If using the console, {"data1": [1,28,28,1], "data2":[1,28,28,1]} If using
	//    the CLI, {\"data1\": [1,28,28,1], \"data2\":[1,28,28,1]}
	//
	//    * MXNET/ONNX: You must specify the name and shape (NCHW format) of the
	//    expected data inputs in order using a dictionary format for your trained
	//    model. The dictionary formats required for the console and CLI are different.
	//    Examples for one input: If using the console, {"data":[1,3,1024,1024]}
	//    If using the CLI, {\"data\":[1,3,1024,1024]} Examples for two inputs:
	//    If using the console, {"var1": [1,1,28,28], "var2":[1,1,28,28]} If using
	//    the CLI, {\"var1\": [1,1,28,28], \"var2\":[1,1,28,28]}
	//
	//    * PyTorch: You can either specify the name and shape (NCHW format) of
	//    expected data inputs in order using a dictionary format for your trained
	//    model or you can specify the shape only using a list format. The dictionary
	//    formats required for the console and CLI are different. The list formats
	//    for the console and CLI are the same. Examples for one input in dictionary
	//    format: If using the console, {"input0":[1,3,224,224]} If using the CLI,
	//    {\"input0\":[1,3,224,224]} Example for one input in list format: [[1,3,224,224]]
	//    Examples for two inputs in dictionary format: If using the console, {"input0":[1,3,224,224],
	//    "input1":[1,3,224,224]} If using the CLI, {\"input0\":[1,3,224,224], \"input1\":[1,3,224,224]}
	//    Example for two inputs in list format: [[1,3,224,224], [1,3,224,224]]
	//
	//    * XGBOOST: input data name and shape are not needed.
	//
	// DataInputConfig is a required field
	DataInputConfig *string `min:"1" type:"string" required:"true"`

	// Identifies the framework in which the model was trained. For example: TENSORFLOW.
	//
	// Framework is a required field
	Framework *string `type:"string" required:"true" enum:"Framework"`

	// The S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s InputConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s InputConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *InputConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "InputConfig"}
	if s.DataInputConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("DataInputConfig"))
	}
	if s.DataInputConfig != nil && len(*s.DataInputConfig) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("DataInputConfig", 1))
	}
	if s.Framework == nil {
		invalidParams.Add(request.NewErrParamRequired("Framework"))
	}
	if s.S3Uri == nil {
		invalidParams.Add(request.NewErrParamRequired("S3Uri"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDataInputConfig sets the DataInputConfig field's value.
func (s *InputConfig) SetDataInputConfig(v string) *InputConfig {
	s.DataInputConfig = &v
	return s
}

// SetFramework sets the Framework field's value.
func (s *InputConfig) SetFramework(v string) *InputConfig {
	s.Framework = &v
	return s
}

// SetS3Uri sets the S3Uri field's value.
func (s *InputConfig) SetS3Uri(v string) *InputConfig {
	s.S3Uri = &v
	return s
}

// For a hyperparameter of the integer type, specifies the range that a hyperparameter
// tuning job searches.
type IntegerParameterRange struct {
	_ struct{} `type:"structure"`

	// The maximum value of the hyperparameter to search.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum value of the hyperparameter to search.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`

	// The name of the hyperparameter to search.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`

	// The scale that hyperparameter tuning uses to search the hyperparameter range.
	// For information about choosing a hyperparameter scale, see Hyperparameter
	// Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type).
	// One of the following values:
	//
	// Auto
	//
	// Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
	//
	// Linear
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a linear scale.
	//
	// Logarithmic
	//
	// Hyperparemeter tuning searches the values in the hyperparameter range by
	// using a logarithmic scale.
	//
	// Logarithmic scaling works only for ranges that have only values greater than
	// 0.
	ScalingType *string `type:"string" enum:"HyperParameterScalingType"`
}

// String returns the string representation
func (s IntegerParameterRange) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s IntegerParameterRange) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *IntegerParameterRange) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "IntegerParameterRange"}
	if s.MaxValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MaxValue"))
	}
	if s.MinValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MinValue"))
	}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxValue sets the MaxValue field's value.
func (s *IntegerParameterRange) SetMaxValue(v string) *IntegerParameterRange {
	s.MaxValue = &v
	return s
}

// SetMinValue sets the MinValue field's value.
func (s *IntegerParameterRange) SetMinValue(v string) *IntegerParameterRange {
	s.MinValue = &v
	return s
}

// SetName sets the Name field's value.
func (s *IntegerParameterRange) SetName(v string) *IntegerParameterRange {
	s.Name = &v
	return s
}

// SetScalingType sets the ScalingType field's value.
func (s *IntegerParameterRange) SetScalingType(v string) *IntegerParameterRange {
	s.ScalingType = &v
	return s
}

// Defines the possible values for an integer hyperparameter.
type IntegerParameterRangeSpecification struct {
	_ struct{} `type:"structure"`

	// The maximum integer value allowed.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum integer value allowed.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`
}

// String returns the string representation
func (s IntegerParameterRangeSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s IntegerParameterRangeSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *IntegerParameterRangeSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "IntegerParameterRangeSpecification"}
	if s.MaxValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MaxValue"))
	}
	if s.MinValue == nil {
		invalidParams.Add(request.NewErrParamRequired("MinValue"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxValue sets the MaxValue field's value.
func (s *IntegerParameterRangeSpecification) SetMaxValue(v string) *IntegerParameterRangeSpecification {
	s.MaxValue = &v
	return s
}

// SetMinValue sets the MinValue field's value.
func (s *IntegerParameterRangeSpecification) SetMinValue(v string) *IntegerParameterRangeSpecification {
	s.MinValue = &v
	return s
}

// Provides a breakdown of the number of objects labeled.
type LabelCounters struct {
	_ struct{} `type:"structure"`

	// The total number of objects that could not be labeled due to an error.
	FailedNonRetryableError *int64 `type:"integer"`

	// The total number of objects labeled by a human worker.
	HumanLabeled *int64 `type:"integer"`

	// The total number of objects labeled by automated data labeling.
	MachineLabeled *int64 `type:"integer"`

	// The total number of objects labeled.
	TotalLabeled *int64 `type:"integer"`

	// The total number of objects not yet labeled.
	Unlabeled *int64 `type:"integer"`
}

// String returns the string representation
func (s LabelCounters) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelCounters) GoString() string {
	return s.String()
}

// SetFailedNonRetryableError sets the FailedNonRetryableError field's value.
func (s *LabelCounters) SetFailedNonRetryableError(v int64) *LabelCounters {
	s.FailedNonRetryableError = &v
	return s
}

// SetHumanLabeled sets the HumanLabeled field's value.
func (s *LabelCounters) SetHumanLabeled(v int64) *LabelCounters {
	s.HumanLabeled = &v
	return s
}

// SetMachineLabeled sets the MachineLabeled field's value.
func (s *LabelCounters) SetMachineLabeled(v int64) *LabelCounters {
	s.MachineLabeled = &v
	return s
}

// SetTotalLabeled sets the TotalLabeled field's value.
func (s *LabelCounters) SetTotalLabeled(v int64) *LabelCounters {
	s.TotalLabeled = &v
	return s
}

// SetUnlabeled sets the Unlabeled field's value.
func (s *LabelCounters) SetUnlabeled(v int64) *LabelCounters {
	s.Unlabeled = &v
	return s
}

// Provides counts for human-labeled tasks in the labeling job.
type LabelCountersForWorkteam struct {
	_ struct{} `type:"structure"`

	// The total number of data objects labeled by a human worker.
	HumanLabeled *int64 `type:"integer"`

	// The total number of data objects that need to be labeled by a human worker.
	PendingHuman *int64 `type:"integer"`

	// The total number of tasks in the labeling job.
	Total *int64 `type:"integer"`
}

// String returns the string representation
func (s LabelCountersForWorkteam) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelCountersForWorkteam) GoString() string {
	return s.String()
}

// SetHumanLabeled sets the HumanLabeled field's value.
func (s *LabelCountersForWorkteam) SetHumanLabeled(v int64) *LabelCountersForWorkteam {
	s.HumanLabeled = &v
	return s
}

// SetPendingHuman sets the PendingHuman field's value.
func (s *LabelCountersForWorkteam) SetPendingHuman(v int64) *LabelCountersForWorkteam {
	s.PendingHuman = &v
	return s
}

// SetTotal sets the Total field's value.
func (s *LabelCountersForWorkteam) SetTotal(v int64) *LabelCountersForWorkteam {
	s.Total = &v
	return s
}

// Provides configuration information for auto-labeling of your data objects.
// A LabelingJobAlgorithmsConfig object must be supplied in order to use auto-labeling.
type LabelingJobAlgorithmsConfig struct {
	_ struct{} `type:"structure"`

	// At the end of an auto-label job Amazon SageMaker Ground Truth sends the Amazon
	// Resource Nam (ARN) of the final model used for auto-labeling. You can use
	// this model as the starting point for subsequent similar jobs by providing
	// the ARN of the model here.
	InitialActiveLearningModelArn *string `min:"20" type:"string"`

	// Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling.
	// You must select one of the following ARNs:
	//
	//    * Image classification arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/image-classification
	//
	//    * Text classification arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/text-classification
	//
	//    * Object detection arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/object-detection
	//
	//    * Semantic Segmentation arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/semantic-segmentation
	//
	// LabelingJobAlgorithmSpecificationArn is a required field
	LabelingJobAlgorithmSpecificationArn *string `type:"string" required:"true"`

	// Provides configuration information for a labeling job.
	LabelingJobResourceConfig *LabelingJobResourceConfig `type:"structure"`
}

// String returns the string representation
func (s LabelingJobAlgorithmsConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobAlgorithmsConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *LabelingJobAlgorithmsConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "LabelingJobAlgorithmsConfig"}
	if s.InitialActiveLearningModelArn != nil && len(*s.InitialActiveLearningModelArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("InitialActiveLearningModelArn", 20))
	}
	if s.LabelingJobAlgorithmSpecificationArn == nil {
		invalidParams.Add(request.NewErrParamRequired("LabelingJobAlgorithmSpecificationArn"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetInitialActiveLearningModelArn sets the InitialActiveLearningModelArn field's value.
func (s *LabelingJobAlgorithmsConfig) SetInitialActiveLearningModelArn(v string) *LabelingJobAlgorithmsConfig {
	s.InitialActiveLearningModelArn = &v
	return s
}

// SetLabelingJobAlgorithmSpecificationArn sets the LabelingJobAlgorithmSpecificationArn field's value.
func (s *LabelingJobAlgorithmsConfig) SetLabelingJobAlgorithmSpecificationArn(v string) *LabelingJobAlgorithmsConfig {
	s.LabelingJobAlgorithmSpecificationArn = &v
	return s
}

// SetLabelingJobResourceConfig sets the LabelingJobResourceConfig field's value.
func (s *LabelingJobAlgorithmsConfig) SetLabelingJobResourceConfig(v *LabelingJobResourceConfig) *LabelingJobAlgorithmsConfig {
	s.LabelingJobResourceConfig = v
	return s
}

// Attributes of the data specified by the customer. Use these to describe the
// data to be labeled.
type LabelingJobDataAttributes struct {
	_ struct{} `type:"structure"`

	// Declares that your content is free of personally identifiable information
	// or adult content. Amazon SageMaker may restrict the Amazon Mechanical Turk
	// workers that can view your task based on this information.
	ContentClassifiers []*string `type:"list"`
}

// String returns the string representation
func (s LabelingJobDataAttributes) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobDataAttributes) GoString() string {
	return s.String()
}

// SetContentClassifiers sets the ContentClassifiers field's value.
func (s *LabelingJobDataAttributes) SetContentClassifiers(v []*string) *LabelingJobDataAttributes {
	s.ContentClassifiers = v
	return s
}

// Provides information about the location of input data.
type LabelingJobDataSource struct {
	_ struct{} `type:"structure"`

	// The Amazon S3 location of the input data objects.
	//
	// S3DataSource is a required field
	S3DataSource *LabelingJobS3DataSource `type:"structure" required:"true"`
}

// String returns the string representation
func (s LabelingJobDataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobDataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *LabelingJobDataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "LabelingJobDataSource"}
	if s.S3DataSource == nil {
		invalidParams.Add(request.NewErrParamRequired("S3DataSource"))
	}
	if s.S3DataSource != nil {
		if err := s.S3DataSource.Validate(); err != nil {
			invalidParams.AddNested("S3DataSource", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetS3DataSource sets the S3DataSource field's value.
func (s *LabelingJobDataSource) SetS3DataSource(v *LabelingJobS3DataSource) *LabelingJobDataSource {
	s.S3DataSource = v
	return s
}

// Provides summary information for a work team.
type LabelingJobForWorkteamSummary struct {
	_ struct{} `type:"structure"`

	// The date and time that the labeling job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// A unique identifier for a labeling job. You can use this to refer to a specific
	// labeling job.
	//
	// JobReferenceCode is a required field
	JobReferenceCode *string `min:"1" type:"string" required:"true"`

	// Provides information about the progress of a labeling job.
	LabelCounters *LabelCountersForWorkteam `type:"structure"`

	// The name of the labeling job that the work team is assigned to.
	LabelingJobName *string `min:"1" type:"string"`

	// The configured number of workers per data object.
	NumberOfHumanWorkersPerDataObject *int64 `min:"1" type:"integer"`

	// WorkRequesterAccountId is a required field
	WorkRequesterAccountId *string `type:"string" required:"true"`
}

// String returns the string representation
func (s LabelingJobForWorkteamSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobForWorkteamSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *LabelingJobForWorkteamSummary) SetCreationTime(v time.Time) *LabelingJobForWorkteamSummary {
	s.CreationTime = &v
	return s
}

// SetJobReferenceCode sets the JobReferenceCode field's value.
func (s *LabelingJobForWorkteamSummary) SetJobReferenceCode(v string) *LabelingJobForWorkteamSummary {
	s.JobReferenceCode = &v
	return s
}

// SetLabelCounters sets the LabelCounters field's value.
func (s *LabelingJobForWorkteamSummary) SetLabelCounters(v *LabelCountersForWorkteam) *LabelingJobForWorkteamSummary {
	s.LabelCounters = v
	return s
}

// SetLabelingJobName sets the LabelingJobName field's value.
func (s *LabelingJobForWorkteamSummary) SetLabelingJobName(v string) *LabelingJobForWorkteamSummary {
	s.LabelingJobName = &v
	return s
}

// SetNumberOfHumanWorkersPerDataObject sets the NumberOfHumanWorkersPerDataObject field's value.
func (s *LabelingJobForWorkteamSummary) SetNumberOfHumanWorkersPerDataObject(v int64) *LabelingJobForWorkteamSummary {
	s.NumberOfHumanWorkersPerDataObject = &v
	return s
}

// SetWorkRequesterAccountId sets the WorkRequesterAccountId field's value.
func (s *LabelingJobForWorkteamSummary) SetWorkRequesterAccountId(v string) *LabelingJobForWorkteamSummary {
	s.WorkRequesterAccountId = &v
	return s
}

// Input configuration information for a labeling job.
type LabelingJobInputConfig struct {
	_ struct{} `type:"structure"`

	// Attributes of the data specified by the customer.
	DataAttributes *LabelingJobDataAttributes `type:"structure"`

	// The location of the input data.
	//
	// DataSource is a required field
	DataSource *LabelingJobDataSource `type:"structure" required:"true"`
}

// String returns the string representation
func (s LabelingJobInputConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobInputConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *LabelingJobInputConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "LabelingJobInputConfig"}
	if s.DataSource == nil {
		invalidParams.Add(request.NewErrParamRequired("DataSource"))
	}
	if s.DataSource != nil {
		if err := s.DataSource.Validate(); err != nil {
			invalidParams.AddNested("DataSource", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDataAttributes sets the DataAttributes field's value.
func (s *LabelingJobInputConfig) SetDataAttributes(v *LabelingJobDataAttributes) *LabelingJobInputConfig {
	s.DataAttributes = v
	return s
}

// SetDataSource sets the DataSource field's value.
func (s *LabelingJobInputConfig) SetDataSource(v *LabelingJobDataSource) *LabelingJobInputConfig {
	s.DataSource = v
	return s
}

// Specifies the location of the output produced by the labeling job.
type LabelingJobOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) for the most recent Amazon SageMaker model
	// trained as part of automated data labeling.
	FinalActiveLearningModelArn *string `min:"20" type:"string"`

	// The Amazon S3 bucket location of the manifest file for labeled data.
	//
	// OutputDatasetS3Uri is a required field
	OutputDatasetS3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s LabelingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobOutput) GoString() string {
	return s.String()
}

// SetFinalActiveLearningModelArn sets the FinalActiveLearningModelArn field's value.
func (s *LabelingJobOutput) SetFinalActiveLearningModelArn(v string) *LabelingJobOutput {
	s.FinalActiveLearningModelArn = &v
	return s
}

// SetOutputDatasetS3Uri sets the OutputDatasetS3Uri field's value.
func (s *LabelingJobOutput) SetOutputDatasetS3Uri(v string) *LabelingJobOutput {
	s.OutputDatasetS3Uri = &v
	return s
}

// Output configuration information for a labeling job.
type LabelingJobOutputConfig struct {
	_ struct{} `type:"structure"`

	// The AWS Key Management Service ID of the key used to encrypt the output data,
	// if any.
	//
	// If you use a KMS key ID or an alias of your master 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 LabelingJobOutputConfig. 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 CreateLabelingJob request. For more information, see Using Key Policies
	// in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	// in the AWS Key Management Service Developer Guide.
	KmsKeyId *string `type:"string"`

	// The Amazon S3 location to write output data.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
}

// String returns the string representation
func (s LabelingJobOutputConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobOutputConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *LabelingJobOutputConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "LabelingJobOutputConfig"}
	if s.S3OutputPath == nil {
		invalidParams.Add(request.NewErrParamRequired("S3OutputPath"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *LabelingJobOutputConfig) SetKmsKeyId(v string) *LabelingJobOutputConfig {
	s.KmsKeyId = &v
	return s
}

// SetS3OutputPath sets the S3OutputPath field's value.
func (s *LabelingJobOutputConfig) SetS3OutputPath(v string) *LabelingJobOutputConfig {
	s.S3OutputPath = &v
	return s
}

// Provides configuration information for labeling jobs.
type LabelingJobResourceConfig struct {
	_ struct{} `type:"structure"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt data on the storage volume attached to the ML compute instance(s)
	// that run the training job. The VolumeKmsKeyId 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"
	VolumeKmsKeyId *string `type:"string"`
}

// String returns the string representation
func (s LabelingJobResourceConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobResourceConfig) GoString() string {
	return s.String()
}

// SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.
func (s *LabelingJobResourceConfig) SetVolumeKmsKeyId(v string) *LabelingJobResourceConfig {
	s.VolumeKmsKeyId = &v
	return s
}

// The Amazon S3 location of the input data objects.
type LabelingJobS3DataSource struct {
	_ struct{} `type:"structure"`

	// The Amazon S3 location of the manifest file that describes the input data
	// objects.
	//
	// ManifestS3Uri is a required field
	ManifestS3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s LabelingJobS3DataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobS3DataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *LabelingJobS3DataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "LabelingJobS3DataSource"}
	if s.ManifestS3Uri == nil {
		invalidParams.Add(request.NewErrParamRequired("ManifestS3Uri"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetManifestS3Uri sets the ManifestS3Uri field's value.
func (s *LabelingJobS3DataSource) SetManifestS3Uri(v string) *LabelingJobS3DataSource {
	s.ManifestS3Uri = &v
	return s
}

// A set of conditions for stopping a labeling job. If any of the conditions
// are met, the job is automatically stopped. You can use these conditions to
// control the cost of data labeling.
type LabelingJobStoppingConditions struct {
	_ struct{} `type:"structure"`

	// The maximum number of objects that can be labeled by human workers.
	MaxHumanLabeledObjectCount *int64 `min:"1" type:"integer"`

	// The maximum number of input data objects that should be labeled.
	MaxPercentageOfInputDatasetLabeled *int64 `min:"1" type:"integer"`
}

// String returns the string representation
func (s LabelingJobStoppingConditions) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobStoppingConditions) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *LabelingJobStoppingConditions) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "LabelingJobStoppingConditions"}
	if s.MaxHumanLabeledObjectCount != nil && *s.MaxHumanLabeledObjectCount < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxHumanLabeledObjectCount", 1))
	}
	if s.MaxPercentageOfInputDatasetLabeled != nil && *s.MaxPercentageOfInputDatasetLabeled < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxPercentageOfInputDatasetLabeled", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxHumanLabeledObjectCount sets the MaxHumanLabeledObjectCount field's value.
func (s *LabelingJobStoppingConditions) SetMaxHumanLabeledObjectCount(v int64) *LabelingJobStoppingConditions {
	s.MaxHumanLabeledObjectCount = &v
	return s
}

// SetMaxPercentageOfInputDatasetLabeled sets the MaxPercentageOfInputDatasetLabeled field's value.
func (s *LabelingJobStoppingConditions) SetMaxPercentageOfInputDatasetLabeled(v int64) *LabelingJobStoppingConditions {
	s.MaxPercentageOfInputDatasetLabeled = &v
	return s
}

// Provides summary information about a labeling job.
type LabelingJobSummary struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the Lambda function used to consolidate
	// the annotations from individual workers into a label for a data object. For
	// more information, see Annotation Consolidation (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html).
	AnnotationConsolidationLambdaArn *string `type:"string"`

	// The date and time that the job was created (timestamp).
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the LabelingJobStatus field is Failed, this field contains a description
	// of the error.
	FailureReason *string `type:"string"`

	// Input configuration for the labeling job.
	InputConfig *LabelingJobInputConfig `type:"structure"`

	// Counts showing the progress of the labeling job.
	//
	// LabelCounters is a required field
	LabelCounters *LabelCounters `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) assigned to the labeling job when it was created.
	//
	// LabelingJobArn is a required field
	LabelingJobArn *string `type:"string" required:"true"`

	// The name of the labeling job.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`

	// The location of the output produced by the labeling job.
	LabelingJobOutput *LabelingJobOutput `type:"structure"`

	// The current status of the labeling job.
	//
	// LabelingJobStatus is a required field
	LabelingJobStatus *string `type:"string" required:"true" enum:"LabelingJobStatus"`

	// The date and time that the job was last modified (timestamp).
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of a Lambda function. The function is run
	// before each data object is sent to a worker.
	//
	// PreHumanTaskLambdaArn is a required field
	PreHumanTaskLambdaArn *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the work team assigned to the job.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s LabelingJobSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s LabelingJobSummary) GoString() string {
	return s.String()
}

// SetAnnotationConsolidationLambdaArn sets the AnnotationConsolidationLambdaArn field's value.
func (s *LabelingJobSummary) SetAnnotationConsolidationLambdaArn(v string) *LabelingJobSummary {
	s.AnnotationConsolidationLambdaArn = &v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *LabelingJobSummary) SetCreationTime(v time.Time) *LabelingJobSummary {
	s.CreationTime = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *LabelingJobSummary) SetFailureReason(v string) *LabelingJobSummary {
	s.FailureReason = &v
	return s
}

// SetInputConfig sets the InputConfig field's value.
func (s *LabelingJobSummary) SetInputConfig(v *LabelingJobInputConfig) *LabelingJobSummary {
	s.InputConfig = v
	return s
}

// SetLabelCounters sets the LabelCounters field's value.
func (s *LabelingJobSummary) SetLabelCounters(v *LabelCounters) *LabelingJobSummary {
	s.LabelCounters = v
	return s
}

// SetLabelingJobArn sets the LabelingJobArn field's value.
func (s *LabelingJobSummary) SetLabelingJobArn(v string) *LabelingJobSummary {
	s.LabelingJobArn = &v
	return s
}

// SetLabelingJobName sets the LabelingJobName field's value.
func (s *LabelingJobSummary) SetLabelingJobName(v string) *LabelingJobSummary {
	s.LabelingJobName = &v
	return s
}

// SetLabelingJobOutput sets the LabelingJobOutput field's value.
func (s *LabelingJobSummary) SetLabelingJobOutput(v *LabelingJobOutput) *LabelingJobSummary {
	s.LabelingJobOutput = v
	return s
}

// SetLabelingJobStatus sets the LabelingJobStatus field's value.
func (s *LabelingJobSummary) SetLabelingJobStatus(v string) *LabelingJobSummary {
	s.LabelingJobStatus = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *LabelingJobSummary) SetLastModifiedTime(v time.Time) *LabelingJobSummary {
	s.LastModifiedTime = &v
	return s
}

// SetPreHumanTaskLambdaArn sets the PreHumanTaskLambdaArn field's value.
func (s *LabelingJobSummary) SetPreHumanTaskLambdaArn(v string) *LabelingJobSummary {
	s.PreHumanTaskLambdaArn = &v
	return s
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *LabelingJobSummary) SetWorkteamArn(v string) *LabelingJobSummary {
	s.WorkteamArn = &v
	return s
}

type ListAlgorithmsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only algorithms created after the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only algorithms created before the specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of algorithms to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the algorithm name. This filter returns only algorithms whose
	// name contains the specified string.
	NameContains *string `type:"string"`

	// If the response to a previous ListAlgorithms request was truncated, the response
	// includes a NextToken. To retrieve the next set of algorithms, use the token
	// in the next request.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is CreationTime.
	SortBy *string `type:"string" enum:"AlgorithmSortBy"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`
}

// String returns the string representation
func (s ListAlgorithmsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListAlgorithmsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListAlgorithmsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListAlgorithmsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListAlgorithmsInput) SetCreationTimeAfter(v time.Time) *ListAlgorithmsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListAlgorithmsInput) SetCreationTimeBefore(v time.Time) *ListAlgorithmsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListAlgorithmsInput) SetMaxResults(v int64) *ListAlgorithmsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListAlgorithmsInput) SetNameContains(v string) *ListAlgorithmsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListAlgorithmsInput) SetNextToken(v string) *ListAlgorithmsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListAlgorithmsInput) SetSortBy(v string) *ListAlgorithmsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListAlgorithmsInput) SetSortOrder(v string) *ListAlgorithmsInput {
	s.SortOrder = &v
	return s
}

type ListAlgorithmsOutput struct {
	_ struct{} `type:"structure"`

	// >An array of AlgorithmSummary objects, each of which lists an algorithm.
	//
	// AlgorithmSummaryList is a required field
	AlgorithmSummaryList []*AlgorithmSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of algorithms, use it in the subsequent request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListAlgorithmsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListAlgorithmsOutput) GoString() string {
	return s.String()
}

// SetAlgorithmSummaryList sets the AlgorithmSummaryList field's value.
func (s *ListAlgorithmsOutput) SetAlgorithmSummaryList(v []*AlgorithmSummary) *ListAlgorithmsOutput {
	s.AlgorithmSummaryList = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListAlgorithmsOutput) SetNextToken(v string) *ListAlgorithmsOutput {
	s.NextToken = &v
	return s
}

type ListCodeRepositoriesInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only Git repositories that were created after the specified
	// time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only Git repositories that were created before the
	// specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only Git repositories that were last modified after
	// the specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only Git repositories that were last modified before
	// the specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of Git repositories to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the Git repositories name. This filter returns only repositories
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of a ListCodeRepositoriesOutput request was truncated, the
	// response includes a NextToken. To get the next set of Git repositories, use
	// the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is Name.
	SortBy *string `type:"string" enum:"CodeRepositorySortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"CodeRepositorySortOrder"`
}

// String returns the string representation
func (s ListCodeRepositoriesInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListCodeRepositoriesInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListCodeRepositoriesInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListCodeRepositoriesInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListCodeRepositoriesInput) SetCreationTimeAfter(v time.Time) *ListCodeRepositoriesInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListCodeRepositoriesInput) SetCreationTimeBefore(v time.Time) *ListCodeRepositoriesInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListCodeRepositoriesInput) SetLastModifiedTimeAfter(v time.Time) *ListCodeRepositoriesInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListCodeRepositoriesInput) SetLastModifiedTimeBefore(v time.Time) *ListCodeRepositoriesInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListCodeRepositoriesInput) SetMaxResults(v int64) *ListCodeRepositoriesInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListCodeRepositoriesInput) SetNameContains(v string) *ListCodeRepositoriesInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListCodeRepositoriesInput) SetNextToken(v string) *ListCodeRepositoriesInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListCodeRepositoriesInput) SetSortBy(v string) *ListCodeRepositoriesInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListCodeRepositoriesInput) SetSortOrder(v string) *ListCodeRepositoriesInput {
	s.SortOrder = &v
	return s
}

type ListCodeRepositoriesOutput struct {
	_ struct{} `type:"structure"`

	// Gets a list of summaries of the Git repositories. Each summary specifies
	// the following values for the repository:
	//
	//    * Name
	//
	//    * Amazon Resource Name (ARN)
	//
	//    * Creation time
	//
	//    * Last modified time
	//
	//    * Configuration information, including the URL location of the repository
	//    and the ARN of the AWS Secrets Manager secret that contains the credentials
	//    used to access the repository.
	//
	// CodeRepositorySummaryList is a required field
	CodeRepositorySummaryList []*CodeRepositorySummary `type:"list" required:"true"`

	// If the result of a ListCodeRepositoriesOutput request was truncated, the
	// response includes a NextToken. To get the next set of Git repositories, use
	// the token in the next request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListCodeRepositoriesOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListCodeRepositoriesOutput) GoString() string {
	return s.String()
}

// SetCodeRepositorySummaryList sets the CodeRepositorySummaryList field's value.
func (s *ListCodeRepositoriesOutput) SetCodeRepositorySummaryList(v []*CodeRepositorySummary) *ListCodeRepositoriesOutput {
	s.CodeRepositorySummaryList = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListCodeRepositoriesOutput) SetNextToken(v string) *ListCodeRepositoriesOutput {
	s.NextToken = &v
	return s
}

type ListCompilationJobsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns the model compilation jobs that were created after
	// a specified time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns the model compilation jobs that were created before
	// a specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns the model compilation jobs that were modified after
	// a specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns the model compilation jobs that were modified before
	// a specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of model compilation jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A filter that returns the model compilation jobs whose name contains a specified
	// string.
	NameContains *string `type:"string"`

	// If the result of the previous ListCompilationJobs request was truncated,
	// the response includes a NextToken. To retrieve the next set of model compilation
	// jobs, use the token in the next request.
	NextToken *string `type:"string"`

	// The field by which to sort results. The default is CreationTime.
	SortBy *string `type:"string" enum:"ListCompilationJobsSortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves model compilation jobs with a specific DescribeCompilationJobResponse$CompilationJobStatus
	// status.
	StatusEquals *string `type:"string" enum:"CompilationJobStatus"`
}

// String returns the string representation
func (s ListCompilationJobsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListCompilationJobsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListCompilationJobsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListCompilationJobsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListCompilationJobsInput) SetCreationTimeAfter(v time.Time) *ListCompilationJobsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListCompilationJobsInput) SetCreationTimeBefore(v time.Time) *ListCompilationJobsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListCompilationJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListCompilationJobsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListCompilationJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListCompilationJobsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListCompilationJobsInput) SetMaxResults(v int64) *ListCompilationJobsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListCompilationJobsInput) SetNameContains(v string) *ListCompilationJobsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListCompilationJobsInput) SetNextToken(v string) *ListCompilationJobsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListCompilationJobsInput) SetSortBy(v string) *ListCompilationJobsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListCompilationJobsInput) SetSortOrder(v string) *ListCompilationJobsInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListCompilationJobsInput) SetStatusEquals(v string) *ListCompilationJobsInput {
	s.StatusEquals = &v
	return s
}

type ListCompilationJobsOutput struct {
	_ struct{} `type:"structure"`

	// An array of CompilationJobSummary objects, each describing a model compilation
	// job.
	//
	// CompilationJobSummaries is a required field
	CompilationJobSummaries []*CompilationJobSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this NextToken. To
	// retrieve the next set of model compilation jobs, use this token in the next
	// request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListCompilationJobsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListCompilationJobsOutput) GoString() string {
	return s.String()
}

// SetCompilationJobSummaries sets the CompilationJobSummaries field's value.
func (s *ListCompilationJobsOutput) SetCompilationJobSummaries(v []*CompilationJobSummary) *ListCompilationJobsOutput {
	s.CompilationJobSummaries = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListCompilationJobsOutput) SetNextToken(v string) *ListCompilationJobsOutput {
	s.NextToken = &v
	return s
}

type ListEndpointConfigsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only endpoint configurations with a creation time greater
	// than or equal to the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only endpoint configurations created before the specified
	// time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of training jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the endpoint configuration name. This filter returns only endpoint
	// configurations whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListEndpointConfig request was truncated, the
	// response includes a NextToken. To retrieve the next set of endpoint configurations,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"EndpointConfigSortKey"`

	// The sort order for results. The default is Descending.
	SortOrder *string `type:"string" enum:"OrderKey"`
}

// String returns the string representation
func (s ListEndpointConfigsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListEndpointConfigsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListEndpointConfigsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListEndpointConfigsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListEndpointConfigsInput) SetCreationTimeAfter(v time.Time) *ListEndpointConfigsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListEndpointConfigsInput) SetCreationTimeBefore(v time.Time) *ListEndpointConfigsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListEndpointConfigsInput) SetMaxResults(v int64) *ListEndpointConfigsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListEndpointConfigsInput) SetNameContains(v string) *ListEndpointConfigsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListEndpointConfigsInput) SetNextToken(v string) *ListEndpointConfigsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListEndpointConfigsInput) SetSortBy(v string) *ListEndpointConfigsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListEndpointConfigsInput) SetSortOrder(v string) *ListEndpointConfigsInput {
	s.SortOrder = &v
	return s
}

type ListEndpointConfigsOutput struct {
	_ struct{} `type:"structure"`

	// An array of endpoint configurations.
	//
	// EndpointConfigs is a required field
	EndpointConfigs []*EndpointConfigSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of endpoint configurations, use it in the subsequent request
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListEndpointConfigsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListEndpointConfigsOutput) GoString() string {
	return s.String()
}

// SetEndpointConfigs sets the EndpointConfigs field's value.
func (s *ListEndpointConfigsOutput) SetEndpointConfigs(v []*EndpointConfigSummary) *ListEndpointConfigsOutput {
	s.EndpointConfigs = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListEndpointConfigsOutput) SetNextToken(v string) *ListEndpointConfigsOutput {
	s.NextToken = &v
	return s
}

type ListEndpointsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only endpoints with a creation time greater than or
	// equal to the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only endpoints that were created before the specified
	// time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only endpoints that were modified after the specified
	// timestamp.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only endpoints that were modified before the specified
	// timestamp.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of endpoints to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in endpoint names. This filter returns only endpoints whose name
	// contains the specified string.
	NameContains *string `type:"string"`

	// If the result of a ListEndpoints request was truncated, the response includes
	// a NextToken. To retrieve the next set of endpoints, use the token in the
	// next request.
	NextToken *string `type:"string"`

	// Sorts the list of results. The default is CreationTime.
	SortBy *string `type:"string" enum:"EndpointSortKey"`

	// The sort order for results. The default is Descending.
	SortOrder *string `type:"string" enum:"OrderKey"`

	// A filter that returns only endpoints with the specified status.
	StatusEquals *string `type:"string" enum:"EndpointStatus"`
}

// String returns the string representation
func (s ListEndpointsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListEndpointsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListEndpointsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListEndpointsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListEndpointsInput) SetCreationTimeAfter(v time.Time) *ListEndpointsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListEndpointsInput) SetCreationTimeBefore(v time.Time) *ListEndpointsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListEndpointsInput) SetLastModifiedTimeAfter(v time.Time) *ListEndpointsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListEndpointsInput) SetLastModifiedTimeBefore(v time.Time) *ListEndpointsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListEndpointsInput) SetMaxResults(v int64) *ListEndpointsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListEndpointsInput) SetNameContains(v string) *ListEndpointsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListEndpointsInput) SetNextToken(v string) *ListEndpointsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListEndpointsInput) SetSortBy(v string) *ListEndpointsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListEndpointsInput) SetSortOrder(v string) *ListEndpointsInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListEndpointsInput) SetStatusEquals(v string) *ListEndpointsInput {
	s.StatusEquals = &v
	return s
}

type ListEndpointsOutput struct {
	_ struct{} `type:"structure"`

	// An array or endpoint objects.
	//
	// Endpoints is a required field
	Endpoints []*EndpointSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of training jobs, use it in the subsequent request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListEndpointsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListEndpointsOutput) GoString() string {
	return s.String()
}

// SetEndpoints sets the Endpoints field's value.
func (s *ListEndpointsOutput) SetEndpoints(v []*EndpointSummary) *ListEndpointsOutput {
	s.Endpoints = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListEndpointsOutput) SetNextToken(v string) *ListEndpointsOutput {
	s.NextToken = &v
	return s
}

type ListHyperParameterTuningJobsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only tuning jobs that were created after the specified
	// time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only tuning jobs that were created before the specified
	// time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only tuning jobs that were modified after the specified
	// time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only tuning jobs that were modified before the specified
	// time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of tuning jobs to return. The default value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the tuning job name. This filter returns only tuning jobs whose
	// name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListHyperParameterTuningJobs request was truncated,
	// the response includes a NextToken. To retrieve the next set of tuning jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is Name.
	SortBy *string `type:"string" enum:"HyperParameterTuningJobSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only tuning jobs with the specified status.
	StatusEquals *string `type:"string" enum:"HyperParameterTuningJobStatus"`
}

// String returns the string representation
func (s ListHyperParameterTuningJobsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListHyperParameterTuningJobsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListHyperParameterTuningJobsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListHyperParameterTuningJobsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListHyperParameterTuningJobsInput) SetCreationTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListHyperParameterTuningJobsInput) SetCreationTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListHyperParameterTuningJobsInput) SetMaxResults(v int64) *ListHyperParameterTuningJobsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListHyperParameterTuningJobsInput) SetNameContains(v string) *ListHyperParameterTuningJobsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListHyperParameterTuningJobsInput) SetNextToken(v string) *ListHyperParameterTuningJobsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListHyperParameterTuningJobsInput) SetSortBy(v string) *ListHyperParameterTuningJobsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListHyperParameterTuningJobsInput) SetSortOrder(v string) *ListHyperParameterTuningJobsInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListHyperParameterTuningJobsInput) SetStatusEquals(v string) *ListHyperParameterTuningJobsInput {
	s.StatusEquals = &v
	return s
}

type ListHyperParameterTuningJobsOutput struct {
	_ struct{} `type:"structure"`

	// A list of HyperParameterTuningJobSummary objects that describe the tuning
	// jobs that the ListHyperParameterTuningJobs request returned.
	//
	// HyperParameterTuningJobSummaries is a required field
	HyperParameterTuningJobSummaries []*HyperParameterTuningJobSummary `type:"list" required:"true"`

	// If the result of this ListHyperParameterTuningJobs request was truncated,
	// the response includes a NextToken. To retrieve the next set of tuning jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListHyperParameterTuningJobsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListHyperParameterTuningJobsOutput) GoString() string {
	return s.String()
}

// SetHyperParameterTuningJobSummaries sets the HyperParameterTuningJobSummaries field's value.
func (s *ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries(v []*HyperParameterTuningJobSummary) *ListHyperParameterTuningJobsOutput {
	s.HyperParameterTuningJobSummaries = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListHyperParameterTuningJobsOutput) SetNextToken(v string) *ListHyperParameterTuningJobsOutput {
	s.NextToken = &v
	return s
}

type ListLabelingJobsForWorkteamInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only labeling jobs created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter the limits jobs to only the ones whose job reference code contains
	// the specified string.
	JobReferenceCodeContains *string `min:"1" type:"string"`

	// The maximum number of labeling jobs to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the result of the previous ListLabelingJobsForWorkteam request was truncated,
	// the response includes a NextToken. To retrieve the next set of labeling jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"ListLabelingJobsForWorkteamSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// The Amazon Resource Name (ARN) of the work team for which you want to see
	// labeling jobs for.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ListLabelingJobsForWorkteamInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListLabelingJobsForWorkteamInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListLabelingJobsForWorkteamInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListLabelingJobsForWorkteamInput"}
	if s.JobReferenceCodeContains != nil && len(*s.JobReferenceCodeContains) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("JobReferenceCodeContains", 1))
	}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}
	if s.WorkteamArn == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamArn"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListLabelingJobsForWorkteamInput) SetCreationTimeAfter(v time.Time) *ListLabelingJobsForWorkteamInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListLabelingJobsForWorkteamInput) SetCreationTimeBefore(v time.Time) *ListLabelingJobsForWorkteamInput {
	s.CreationTimeBefore = &v
	return s
}

// SetJobReferenceCodeContains sets the JobReferenceCodeContains field's value.
func (s *ListLabelingJobsForWorkteamInput) SetJobReferenceCodeContains(v string) *ListLabelingJobsForWorkteamInput {
	s.JobReferenceCodeContains = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListLabelingJobsForWorkteamInput) SetMaxResults(v int64) *ListLabelingJobsForWorkteamInput {
	s.MaxResults = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListLabelingJobsForWorkteamInput) SetNextToken(v string) *ListLabelingJobsForWorkteamInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListLabelingJobsForWorkteamInput) SetSortBy(v string) *ListLabelingJobsForWorkteamInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListLabelingJobsForWorkteamInput) SetSortOrder(v string) *ListLabelingJobsForWorkteamInput {
	s.SortOrder = &v
	return s
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *ListLabelingJobsForWorkteamInput) SetWorkteamArn(v string) *ListLabelingJobsForWorkteamInput {
	s.WorkteamArn = &v
	return s
}

type ListLabelingJobsForWorkteamOutput struct {
	_ struct{} `type:"structure"`

	// An array of LabelingJobSummary objects, each describing a labeling job.
	//
	// LabelingJobSummaryList is a required field
	LabelingJobSummaryList []*LabelingJobForWorkteamSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of labeling jobs, use it in the subsequent request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListLabelingJobsForWorkteamOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListLabelingJobsForWorkteamOutput) GoString() string {
	return s.String()
}

// SetLabelingJobSummaryList sets the LabelingJobSummaryList field's value.
func (s *ListLabelingJobsForWorkteamOutput) SetLabelingJobSummaryList(v []*LabelingJobForWorkteamSummary) *ListLabelingJobsForWorkteamOutput {
	s.LabelingJobSummaryList = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListLabelingJobsForWorkteamOutput) SetNextToken(v string) *ListLabelingJobsForWorkteamOutput {
	s.NextToken = &v
	return s
}

type ListLabelingJobsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only labeling jobs created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs modified after the specified time
	// (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs modified before the specified time
	// (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of labeling jobs to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the labeling job name. This filter returns only labeling jobs
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListLabelingJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of labeling jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"SortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only labeling jobs with a specific status.
	StatusEquals *string `type:"string" enum:"LabelingJobStatus"`
}

// String returns the string representation
func (s ListLabelingJobsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListLabelingJobsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListLabelingJobsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListLabelingJobsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListLabelingJobsInput) SetCreationTimeAfter(v time.Time) *ListLabelingJobsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListLabelingJobsInput) SetCreationTimeBefore(v time.Time) *ListLabelingJobsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListLabelingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListLabelingJobsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListLabelingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListLabelingJobsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListLabelingJobsInput) SetMaxResults(v int64) *ListLabelingJobsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListLabelingJobsInput) SetNameContains(v string) *ListLabelingJobsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListLabelingJobsInput) SetNextToken(v string) *ListLabelingJobsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListLabelingJobsInput) SetSortBy(v string) *ListLabelingJobsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListLabelingJobsInput) SetSortOrder(v string) *ListLabelingJobsInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListLabelingJobsInput) SetStatusEquals(v string) *ListLabelingJobsInput {
	s.StatusEquals = &v
	return s
}

type ListLabelingJobsOutput struct {
	_ struct{} `type:"structure"`

	// An array of LabelingJobSummary objects, each describing a labeling job.
	LabelingJobSummaryList []*LabelingJobSummary `type:"list"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of labeling jobs, use it in the subsequent request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListLabelingJobsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListLabelingJobsOutput) GoString() string {
	return s.String()
}

// SetLabelingJobSummaryList sets the LabelingJobSummaryList field's value.
func (s *ListLabelingJobsOutput) SetLabelingJobSummaryList(v []*LabelingJobSummary) *ListLabelingJobsOutput {
	s.LabelingJobSummaryList = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListLabelingJobsOutput) SetNextToken(v string) *ListLabelingJobsOutput {
	s.NextToken = &v
	return s
}

type ListModelPackagesInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only model packages created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only model packages created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of model packages to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the model package name. This filter returns only model packages
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the response to a previous ListModelPackages request was truncated, the
	// response includes a NextToken. To retrieve the next set of model packages,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is CreationTime.
	SortBy *string `type:"string" enum:"ModelPackageSortBy"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`
}

// String returns the string representation
func (s ListModelPackagesInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListModelPackagesInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListModelPackagesInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListModelPackagesInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListModelPackagesInput) SetCreationTimeAfter(v time.Time) *ListModelPackagesInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListModelPackagesInput) SetCreationTimeBefore(v time.Time) *ListModelPackagesInput {
	s.CreationTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListModelPackagesInput) SetMaxResults(v int64) *ListModelPackagesInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListModelPackagesInput) SetNameContains(v string) *ListModelPackagesInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListModelPackagesInput) SetNextToken(v string) *ListModelPackagesInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListModelPackagesInput) SetSortBy(v string) *ListModelPackagesInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListModelPackagesInput) SetSortOrder(v string) *ListModelPackagesInput {
	s.SortOrder = &v
	return s
}

type ListModelPackagesOutput struct {
	_ struct{} `type:"structure"`

	// An array of ModelPackageSummary objects, each of which lists a model package.
	//
	// ModelPackageSummaryList is a required field
	ModelPackageSummaryList []*ModelPackageSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of model packages, use it in the subsequent request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListModelPackagesOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListModelPackagesOutput) GoString() string {
	return s.String()
}

// SetModelPackageSummaryList sets the ModelPackageSummaryList field's value.
func (s *ListModelPackagesOutput) SetModelPackageSummaryList(v []*ModelPackageSummary) *ListModelPackagesOutput {
	s.ModelPackageSummaryList = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListModelPackagesOutput) SetNextToken(v string) *ListModelPackagesOutput {
	s.NextToken = &v
	return s
}

type ListModelsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only models with a creation time greater than or equal
	// to the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only models created before the specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of models to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the training job name. This filter returns only models in the
	// training job whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the response to a previous ListModels request was truncated, the response
	// includes a NextToken. To retrieve the next set of models, use the token in
	// the next request.
	NextToken *string `type:"string"`

	// Sorts the list of results. The default is CreationTime.
	SortBy *string `type:"string" enum:"ModelSortKey"`

	// The sort order for results. The default is Descending.
	SortOrder *string `type:"string" enum:"OrderKey"`
}

// String returns the string representation
func (s ListModelsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListModelsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListModelsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListModelsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListModelsInput) SetCreationTimeAfter(v time.Time) *ListModelsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListModelsInput) SetCreationTimeBefore(v time.Time) *ListModelsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListModelsInput) SetMaxResults(v int64) *ListModelsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListModelsInput) SetNameContains(v string) *ListModelsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListModelsInput) SetNextToken(v string) *ListModelsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListModelsInput) SetSortBy(v string) *ListModelsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListModelsInput) SetSortOrder(v string) *ListModelsInput {
	s.SortOrder = &v
	return s
}

type ListModelsOutput struct {
	_ struct{} `type:"structure"`

	// An array of ModelSummary objects, each of which lists a model.
	//
	// Models is a required field
	Models []*ModelSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of models, use it in the subsequent request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListModelsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListModelsOutput) GoString() string {
	return s.String()
}

// SetModels sets the Models field's value.
func (s *ListModelsOutput) SetModels(v []*ModelSummary) *ListModelsOutput {
	s.Models = v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListModelsOutput) SetNextToken(v string) *ListModelsOutput {
	s.NextToken = &v
	return s
}

type ListNotebookInstanceLifecycleConfigsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only lifecycle configurations that were created after
	// the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only lifecycle configurations that were created before
	// the specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only lifecycle configurations that were modified after
	// the specified time (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only lifecycle configurations that were modified before
	// the specified time (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of lifecycle configurations to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the lifecycle configuration name. This filter returns only lifecycle
	// configurations whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of a ListNotebookInstanceLifecycleConfigs request was truncated,
	// the response includes a NextToken. To get the next set of lifecycle configurations,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// Sorts the list of results. The default is CreationTime.
	SortBy *string `type:"string" enum:"NotebookInstanceLifecycleConfigSortKey"`

	// The sort order for results.
	SortOrder *string `type:"string" enum:"NotebookInstanceLifecycleConfigSortOrder"`
}

// String returns the string representation
func (s ListNotebookInstanceLifecycleConfigsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListNotebookInstanceLifecycleConfigsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListNotebookInstanceLifecycleConfigsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListNotebookInstanceLifecycleConfigsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetMaxResults(v int64) *ListNotebookInstanceLifecycleConfigsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetNameContains(v string) *ListNotebookInstanceLifecycleConfigsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortBy(v string) *ListNotebookInstanceLifecycleConfigsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortOrder(v string) *ListNotebookInstanceLifecycleConfigsInput {
	s.SortOrder = &v
	return s
}

type ListNotebookInstanceLifecycleConfigsOutput struct {
	_ struct{} `type:"structure"`

	// If the response is truncated, Amazon SageMaker returns this token. To get
	// the next set of lifecycle configurations, use it in the next request.
	NextToken *string `type:"string"`

	// An array of NotebookInstanceLifecycleConfiguration objects, each listing
	// a lifecycle configuration.
	NotebookInstanceLifecycleConfigs []*NotebookInstanceLifecycleConfigSummary `type:"list"`
}

// String returns the string representation
func (s ListNotebookInstanceLifecycleConfigsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListNotebookInstanceLifecycleConfigsOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsOutput {
	s.NextToken = &v
	return s
}

// SetNotebookInstanceLifecycleConfigs sets the NotebookInstanceLifecycleConfigs field's value.
func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs(v []*NotebookInstanceLifecycleConfigSummary) *ListNotebookInstanceLifecycleConfigsOutput {
	s.NotebookInstanceLifecycleConfigs = v
	return s
}

type ListNotebookInstancesInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only notebook instances with associated with the specified
	// git repository.
	AdditionalCodeRepositoryEquals *string `min:"1" type:"string"`

	// A filter that returns only notebook instances that were created after the
	// specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only notebook instances that were created before the
	// specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A string in the name or URL of a Git repository associated with this notebook
	// instance. This filter returns only notebook instances associated with a git
	// repository with a name that contains the specified string.
	DefaultCodeRepositoryContains *string `type:"string"`

	// A filter that returns only notebook instances that were modified after the
	// specified time (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only notebook instances that were modified before the
	// specified time (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of notebook instances to return.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the notebook instances' name. This filter returns only notebook
	// instances whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the previous call to the ListNotebookInstances is truncated, the response
	// includes a NextToken. You can use this token in your subsequent ListNotebookInstances
	// request to fetch the next set of notebook instances.
	//
	// You might specify a filter or a sort order in your request. When response
	// is truncated, you must use the same values for the filer and sort order in
	// the next request.
	NextToken *string `type:"string"`

	// A string in the name of a notebook instances lifecycle configuration associated
	// with this notebook instance. This filter returns only notebook instances
	// associated with a lifecycle configuration with a name that contains the specified
	// string.
	NotebookInstanceLifecycleConfigNameContains *string `type:"string"`

	// The field to sort results by. The default is Name.
	SortBy *string `type:"string" enum:"NotebookInstanceSortKey"`

	// The sort order for results.
	SortOrder *string `type:"string" enum:"NotebookInstanceSortOrder"`

	// A filter that returns only notebook instances with the specified status.
	StatusEquals *string `type:"string" enum:"NotebookInstanceStatus"`
}

// String returns the string representation
func (s ListNotebookInstancesInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListNotebookInstancesInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListNotebookInstancesInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListNotebookInstancesInput"}
	if s.AdditionalCodeRepositoryEquals != nil && len(*s.AdditionalCodeRepositoryEquals) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AdditionalCodeRepositoryEquals", 1))
	}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAdditionalCodeRepositoryEquals sets the AdditionalCodeRepositoryEquals field's value.
func (s *ListNotebookInstancesInput) SetAdditionalCodeRepositoryEquals(v string) *ListNotebookInstancesInput {
	s.AdditionalCodeRepositoryEquals = &v
	return s
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListNotebookInstancesInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstancesInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListNotebookInstancesInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstancesInput {
	s.CreationTimeBefore = &v
	return s
}

// SetDefaultCodeRepositoryContains sets the DefaultCodeRepositoryContains field's value.
func (s *ListNotebookInstancesInput) SetDefaultCodeRepositoryContains(v string) *ListNotebookInstancesInput {
	s.DefaultCodeRepositoryContains = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListNotebookInstancesInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstancesInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListNotebookInstancesInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstancesInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListNotebookInstancesInput) SetMaxResults(v int64) *ListNotebookInstancesInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListNotebookInstancesInput) SetNameContains(v string) *ListNotebookInstancesInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListNotebookInstancesInput) SetNextToken(v string) *ListNotebookInstancesInput {
	s.NextToken = &v
	return s
}

// SetNotebookInstanceLifecycleConfigNameContains sets the NotebookInstanceLifecycleConfigNameContains field's value.
func (s *ListNotebookInstancesInput) SetNotebookInstanceLifecycleConfigNameContains(v string) *ListNotebookInstancesInput {
	s.NotebookInstanceLifecycleConfigNameContains = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListNotebookInstancesInput) SetSortBy(v string) *ListNotebookInstancesInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListNotebookInstancesInput) SetSortOrder(v string) *ListNotebookInstancesInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListNotebookInstancesInput) SetStatusEquals(v string) *ListNotebookInstancesInput {
	s.StatusEquals = &v
	return s
}

type ListNotebookInstancesOutput struct {
	_ struct{} `type:"structure"`

	// If the response to the previous ListNotebookInstances request was truncated,
	// Amazon SageMaker returns this token. To retrieve the next set of notebook
	// instances, use the token in the next request.
	NextToken *string `type:"string"`

	// An array of NotebookInstanceSummary objects, one for each notebook instance.
	NotebookInstances []*NotebookInstanceSummary `type:"list"`
}

// String returns the string representation
func (s ListNotebookInstancesOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListNotebookInstancesOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListNotebookInstancesOutput) SetNextToken(v string) *ListNotebookInstancesOutput {
	s.NextToken = &v
	return s
}

// SetNotebookInstances sets the NotebookInstances field's value.
func (s *ListNotebookInstancesOutput) SetNotebookInstances(v []*NotebookInstanceSummary) *ListNotebookInstancesOutput {
	s.NotebookInstances = v
	return s
}

type ListSubscribedWorkteamsInput struct {
	_ struct{} `type:"structure"`

	// The maximum number of work teams to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the work team name. This filter returns only work teams whose
	// name contains the specified string.
	NameContains *string `min:"1" type:"string"`

	// If the result of the previous ListSubscribedWorkteams request was truncated,
	// the response includes a NextToken. To retrieve the next set of labeling jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`
}

// String returns the string representation
func (s ListSubscribedWorkteamsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListSubscribedWorkteamsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListSubscribedWorkteamsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListSubscribedWorkteamsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}
	if s.NameContains != nil && len(*s.NameContains) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("NameContains", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListSubscribedWorkteamsInput) SetMaxResults(v int64) *ListSubscribedWorkteamsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListSubscribedWorkteamsInput) SetNameContains(v string) *ListSubscribedWorkteamsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListSubscribedWorkteamsInput) SetNextToken(v string) *ListSubscribedWorkteamsInput {
	s.NextToken = &v
	return s
}

type ListSubscribedWorkteamsOutput struct {
	_ struct{} `type:"structure"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of work teams, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of Workteam objects, each describing a work team.
	//
	// SubscribedWorkteams is a required field
	SubscribedWorkteams []*SubscribedWorkteam `type:"list" required:"true"`
}

// String returns the string representation
func (s ListSubscribedWorkteamsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListSubscribedWorkteamsOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListSubscribedWorkteamsOutput) SetNextToken(v string) *ListSubscribedWorkteamsOutput {
	s.NextToken = &v
	return s
}

// SetSubscribedWorkteams sets the SubscribedWorkteams field's value.
func (s *ListSubscribedWorkteamsOutput) SetSubscribedWorkteams(v []*SubscribedWorkteam) *ListSubscribedWorkteamsOutput {
	s.SubscribedWorkteams = v
	return s
}

type ListTagsInput struct {
	_ struct{} `type:"structure"`

	// Maximum number of tags to return.
	MaxResults *int64 `min:"50" type:"integer"`

	// If the response to the previous ListTags request is truncated, Amazon SageMaker
	// returns this token. To retrieve the next set of tags, use it in the subsequent
	// request.
	NextToken *string `type:"string"`

	// The Amazon Resource Name (ARN) of the resource whose tags you want to retrieve.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ListTagsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTagsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListTagsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListTagsInput"}
	if s.MaxResults != nil && *s.MaxResults < 50 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 50))
	}
	if s.ResourceArn == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceArn"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListTagsInput) SetMaxResults(v int64) *ListTagsInput {
	s.MaxResults = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListTagsInput) SetNextToken(v string) *ListTagsInput {
	s.NextToken = &v
	return s
}

// SetResourceArn sets the ResourceArn field's value.
func (s *ListTagsInput) SetResourceArn(v string) *ListTagsInput {
	s.ResourceArn = &v
	return s
}

type ListTagsOutput struct {
	_ struct{} `type:"structure"`

	// If response is truncated, Amazon SageMaker includes a token in the response.
	// You can use this token in your subsequent request to fetch next set of tokens.
	NextToken *string `type:"string"`

	// An array of Tag objects, each with a tag key and a value.
	Tags []*Tag `type:"list"`
}

// String returns the string representation
func (s ListTagsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTagsOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListTagsOutput) SetNextToken(v string) *ListTagsOutput {
	s.NextToken = &v
	return s
}

// SetTags sets the Tags field's value.
func (s *ListTagsOutput) SetTags(v []*Tag) *ListTagsOutput {
	s.Tags = v
	return s
}

type ListTrainingJobsForHyperParameterTuningJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the tuning job whose training jobs you want to list.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// The maximum number of training jobs to return. The default value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the result of the previous ListTrainingJobsForHyperParameterTuningJob
	// request was truncated, the response includes a NextToken. To retrieve the
	// next set of training jobs, use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is Name.
	//
	// If the value of this field is FinalObjectiveMetricValue, any training jobs
	// that did not return an objective metric are not listed.
	SortBy *string `type:"string" enum:"TrainingJobSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only training jobs with the specified status.
	StatusEquals *string `type:"string" enum:"TrainingJobStatus"`
}

// String returns the string representation
func (s ListTrainingJobsForHyperParameterTuningJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTrainingJobsForHyperParameterTuningJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListTrainingJobsForHyperParameterTuningJobInput"}
	if s.HyperParameterTuningJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName"))
	}
	if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1))
	}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *ListTrainingJobsForHyperParameterTuningJobInput {
	s.HyperParameterTuningJobName = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults(v int64) *ListTrainingJobsForHyperParameterTuningJobInput {
	s.MaxResults = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy(v string) *ListTrainingJobsForHyperParameterTuningJobInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder(v string) *ListTrainingJobsForHyperParameterTuningJobInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals(v string) *ListTrainingJobsForHyperParameterTuningJobInput {
	s.StatusEquals = &v
	return s
}

type ListTrainingJobsForHyperParameterTuningJobOutput struct {
	_ struct{} `type:"structure"`

	// If the result of this ListTrainingJobsForHyperParameterTuningJob request
	// was truncated, the response includes a NextToken. To retrieve the next set
	// of training jobs, use the token in the next request.
	NextToken *string `type:"string"`

	// A list of TrainingJobSummary objects that describe the training jobs that
	// the ListTrainingJobsForHyperParameterTuningJob request returned.
	//
	// TrainingJobSummaries is a required field
	TrainingJobSummaries []*HyperParameterTrainingJobSummary `type:"list" required:"true"`
}

// String returns the string representation
func (s ListTrainingJobsForHyperParameterTuningJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTrainingJobsForHyperParameterTuningJobOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobOutput {
	s.NextToken = &v
	return s
}

// SetTrainingJobSummaries sets the TrainingJobSummaries field's value.
func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries(v []*HyperParameterTrainingJobSummary) *ListTrainingJobsForHyperParameterTuningJobOutput {
	s.TrainingJobSummaries = v
	return s
}

type ListTrainingJobsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only training jobs created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only training jobs created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only training jobs modified after the specified time
	// (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only training jobs modified before the specified time
	// (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of training jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the training job name. This filter returns only training jobs
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListTrainingJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of training jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"SortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only training jobs with a specific status.
	StatusEquals *string `type:"string" enum:"TrainingJobStatus"`
}

// String returns the string representation
func (s ListTrainingJobsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTrainingJobsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListTrainingJobsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListTrainingJobsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListTrainingJobsInput) SetCreationTimeAfter(v time.Time) *ListTrainingJobsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListTrainingJobsInput) SetCreationTimeBefore(v time.Time) *ListTrainingJobsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListTrainingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTrainingJobsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListTrainingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTrainingJobsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListTrainingJobsInput) SetMaxResults(v int64) *ListTrainingJobsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListTrainingJobsInput) SetNameContains(v string) *ListTrainingJobsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListTrainingJobsInput) SetNextToken(v string) *ListTrainingJobsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListTrainingJobsInput) SetSortBy(v string) *ListTrainingJobsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListTrainingJobsInput) SetSortOrder(v string) *ListTrainingJobsInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListTrainingJobsInput) SetStatusEquals(v string) *ListTrainingJobsInput {
	s.StatusEquals = &v
	return s
}

type ListTrainingJobsOutput struct {
	_ struct{} `type:"structure"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of training jobs, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of TrainingJobSummary objects, each listing a training job.
	//
	// TrainingJobSummaries is a required field
	TrainingJobSummaries []*TrainingJobSummary `type:"list" required:"true"`
}

// String returns the string representation
func (s ListTrainingJobsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTrainingJobsOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListTrainingJobsOutput) SetNextToken(v string) *ListTrainingJobsOutput {
	s.NextToken = &v
	return s
}

// SetTrainingJobSummaries sets the TrainingJobSummaries field's value.
func (s *ListTrainingJobsOutput) SetTrainingJobSummaries(v []*TrainingJobSummary) *ListTrainingJobsOutput {
	s.TrainingJobSummaries = v
	return s
}

type ListTransformJobsInput struct {
	_ struct{} `type:"structure"`

	// A filter that returns only transform jobs created after the specified time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only transform jobs created before the specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only transform jobs modified after the specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only transform jobs modified before the specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of transform jobs to return in the response. The default
	// value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the transform job name. This filter returns only transform jobs
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListTransformJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of transform jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"SortBy"`

	// The sort order for results. The default is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only transform jobs with a specific status.
	StatusEquals *string `type:"string" enum:"TransformJobStatus"`
}

// String returns the string representation
func (s ListTransformJobsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTransformJobsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListTransformJobsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListTransformJobsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCreationTimeAfter sets the CreationTimeAfter field's value.
func (s *ListTransformJobsInput) SetCreationTimeAfter(v time.Time) *ListTransformJobsInput {
	s.CreationTimeAfter = &v
	return s
}

// SetCreationTimeBefore sets the CreationTimeBefore field's value.
func (s *ListTransformJobsInput) SetCreationTimeBefore(v time.Time) *ListTransformJobsInput {
	s.CreationTimeBefore = &v
	return s
}

// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.
func (s *ListTransformJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTransformJobsInput {
	s.LastModifiedTimeAfter = &v
	return s
}

// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.
func (s *ListTransformJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTransformJobsInput {
	s.LastModifiedTimeBefore = &v
	return s
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListTransformJobsInput) SetMaxResults(v int64) *ListTransformJobsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListTransformJobsInput) SetNameContains(v string) *ListTransformJobsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListTransformJobsInput) SetNextToken(v string) *ListTransformJobsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListTransformJobsInput) SetSortBy(v string) *ListTransformJobsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListTransformJobsInput) SetSortOrder(v string) *ListTransformJobsInput {
	s.SortOrder = &v
	return s
}

// SetStatusEquals sets the StatusEquals field's value.
func (s *ListTransformJobsInput) SetStatusEquals(v string) *ListTransformJobsInput {
	s.StatusEquals = &v
	return s
}

type ListTransformJobsOutput struct {
	_ struct{} `type:"structure"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of transform jobs, use it in the next request.
	NextToken *string `type:"string"`

	// An array of TransformJobSummary objects.
	//
	// TransformJobSummaries is a required field
	TransformJobSummaries []*TransformJobSummary `type:"list" required:"true"`
}

// String returns the string representation
func (s ListTransformJobsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListTransformJobsOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListTransformJobsOutput) SetNextToken(v string) *ListTransformJobsOutput {
	s.NextToken = &v
	return s
}

// SetTransformJobSummaries sets the TransformJobSummaries field's value.
func (s *ListTransformJobsOutput) SetTransformJobSummaries(v []*TransformJobSummary) *ListTransformJobsOutput {
	s.TransformJobSummaries = v
	return s
}

type ListWorkteamsInput struct {
	_ struct{} `type:"structure"`

	// The maximum number of work teams to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the work team's name. This filter returns only work teams whose
	// name contains the specified string.
	NameContains *string `min:"1" type:"string"`

	// If the result of the previous ListWorkteams request was truncated, the response
	// includes a NextToken. To retrieve the next set of labeling jobs, use the
	// token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"ListWorkteamsSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`
}

// String returns the string representation
func (s ListWorkteamsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListWorkteamsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ListWorkteamsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ListWorkteamsInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}
	if s.NameContains != nil && len(*s.NameContains) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("NameContains", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxResults sets the MaxResults field's value.
func (s *ListWorkteamsInput) SetMaxResults(v int64) *ListWorkteamsInput {
	s.MaxResults = &v
	return s
}

// SetNameContains sets the NameContains field's value.
func (s *ListWorkteamsInput) SetNameContains(v string) *ListWorkteamsInput {
	s.NameContains = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *ListWorkteamsInput) SetNextToken(v string) *ListWorkteamsInput {
	s.NextToken = &v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *ListWorkteamsInput) SetSortBy(v string) *ListWorkteamsInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *ListWorkteamsInput) SetSortOrder(v string) *ListWorkteamsInput {
	s.SortOrder = &v
	return s
}

type ListWorkteamsOutput struct {
	_ struct{} `type:"structure"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of work teams, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of Workteam objects, each describing a work team.
	//
	// Workteams is a required field
	Workteams []*Workteam `type:"list" required:"true"`
}

// String returns the string representation
func (s ListWorkteamsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ListWorkteamsOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *ListWorkteamsOutput) SetNextToken(v string) *ListWorkteamsOutput {
	s.NextToken = &v
	return s
}

// SetWorkteams sets the Workteams field's value.
func (s *ListWorkteamsOutput) SetWorkteams(v []*Workteam) *ListWorkteamsOutput {
	s.Workteams = v
	return s
}

// Defines the Amazon Cognito user group that is part of a work team.
type MemberDefinition struct {
	_ struct{} `type:"structure"`

	// The Amazon Cognito user group that is part of the work team.
	CognitoMemberDefinition *CognitoMemberDefinition `type:"structure"`
}

// String returns the string representation
func (s MemberDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s MemberDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *MemberDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "MemberDefinition"}
	if s.CognitoMemberDefinition != nil {
		if err := s.CognitoMemberDefinition.Validate(); err != nil {
			invalidParams.AddNested("CognitoMemberDefinition", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCognitoMemberDefinition sets the CognitoMemberDefinition field's value.
func (s *MemberDefinition) SetCognitoMemberDefinition(v *CognitoMemberDefinition) *MemberDefinition {
	s.CognitoMemberDefinition = v
	return s
}

// The name, value, and date and time of a metric that was emitted to Amazon
// CloudWatch.
type MetricData struct {
	_ struct{} `type:"structure"`

	// The name of the metric.
	MetricName *string `min:"1" type:"string"`

	// The date and time that the algorithm emitted the metric.
	Timestamp *time.Time `type:"timestamp"`

	// The value of the metric.
	Value *float64 `type:"float"`
}

// String returns the string representation
func (s MetricData) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s MetricData) GoString() string {
	return s.String()
}

// SetMetricName sets the MetricName field's value.
func (s *MetricData) SetMetricName(v string) *MetricData {
	s.MetricName = &v
	return s
}

// SetTimestamp sets the Timestamp field's value.
func (s *MetricData) SetTimestamp(v time.Time) *MetricData {
	s.Timestamp = &v
	return s
}

// SetValue sets the Value field's value.
func (s *MetricData) SetValue(v float64) *MetricData {
	s.Value = &v
	return s
}

// Specifies a metric that the training algorithm writes to stderr or stdout
// . Amazon SageMakerhyperparameter tuning captures all defined metrics. You
// specify one metric that a hyperparameter tuning job uses as its objective
// metric to choose the best training job.
type MetricDefinition struct {
	_ struct{} `type:"structure"`

	// The name of the metric.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// A regular expression that searches the output of a training job and gets
	// the value of the metric. For more information about using regular expressions
	// to define metrics, see Defining Objective Metrics (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-metrics.html).
	//
	// Regex is a required field
	Regex *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s MetricDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s MetricDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *MetricDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "MetricDefinition"}
	if s.Name == nil {
		invalidParams.Add(request.NewErrParamRequired("Name"))
	}
	if s.Name != nil && len(*s.Name) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Name", 1))
	}
	if s.Regex == nil {
		invalidParams.Add(request.NewErrParamRequired("Regex"))
	}
	if s.Regex != nil && len(*s.Regex) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Regex", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetName sets the Name field's value.
func (s *MetricDefinition) SetName(v string) *MetricDefinition {
	s.Name = &v
	return s
}

// SetRegex sets the Regex field's value.
func (s *MetricDefinition) SetRegex(v string) *MetricDefinition {
	s.Regex = &v
	return s
}

// Provides information about the location that is configured for storing model
// artifacts.
type ModelArtifacts struct {
	_ struct{} `type:"structure"`

	// The path of the S3 object that contains the model artifacts. For example,
	// s3://bucket-name/keynameprefix/model.tar.gz.
	//
	// S3ModelArtifacts is a required field
	S3ModelArtifacts *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ModelArtifacts) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelArtifacts) GoString() string {
	return s.String()
}

// SetS3ModelArtifacts sets the S3ModelArtifacts field's value.
func (s *ModelArtifacts) SetS3ModelArtifacts(v string) *ModelArtifacts {
	s.S3ModelArtifacts = &v
	return s
}

// Describes the Docker container for the model package.
type ModelPackageContainerDefinition struct {
	_ struct{} `type:"structure"`

	// The DNS host name for the Docker container.
	ContainerHostname *string `type:"string"`

	// The Amazon EC2 Container Registry (Amazon ECR) path where inference code
	// is stored.
	//
	// If you are using your own custom algorithm instead of an algorithm provided
	// by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements.
	// Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest]
	// image path formats. For more information, see Using Your Own Algorithms with
	// Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	//
	// Image is a required field
	Image *string `type:"string" required:"true"`

	// An MD5 hash of the training algorithm that identifies the Docker image used
	// for training.
	ImageDigest *string `type:"string"`

	// The Amazon S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	ModelDataUrl *string `type:"string"`

	// The AWS Marketplace product ID of the model package.
	ProductId *string `type:"string"`
}

// String returns the string representation
func (s ModelPackageContainerDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelPackageContainerDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ModelPackageContainerDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ModelPackageContainerDefinition"}
	if s.Image == nil {
		invalidParams.Add(request.NewErrParamRequired("Image"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetContainerHostname sets the ContainerHostname field's value.
func (s *ModelPackageContainerDefinition) SetContainerHostname(v string) *ModelPackageContainerDefinition {
	s.ContainerHostname = &v
	return s
}

// SetImage sets the Image field's value.
func (s *ModelPackageContainerDefinition) SetImage(v string) *ModelPackageContainerDefinition {
	s.Image = &v
	return s
}

// SetImageDigest sets the ImageDigest field's value.
func (s *ModelPackageContainerDefinition) SetImageDigest(v string) *ModelPackageContainerDefinition {
	s.ImageDigest = &v
	return s
}

// SetModelDataUrl sets the ModelDataUrl field's value.
func (s *ModelPackageContainerDefinition) SetModelDataUrl(v string) *ModelPackageContainerDefinition {
	s.ModelDataUrl = &v
	return s
}

// SetProductId sets the ProductId field's value.
func (s *ModelPackageContainerDefinition) SetProductId(v string) *ModelPackageContainerDefinition {
	s.ProductId = &v
	return s
}

// Specifies the validation and image scan statuses of the model package.
type ModelPackageStatusDetails struct {
	_ struct{} `type:"structure"`

	// The status of the scan of the Docker image container for the model package.
	ImageScanStatuses []*ModelPackageStatusItem `type:"list"`

	// The validation status of the model package.
	//
	// ValidationStatuses is a required field
	ValidationStatuses []*ModelPackageStatusItem `type:"list" required:"true"`
}

// String returns the string representation
func (s ModelPackageStatusDetails) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelPackageStatusDetails) GoString() string {
	return s.String()
}

// SetImageScanStatuses sets the ImageScanStatuses field's value.
func (s *ModelPackageStatusDetails) SetImageScanStatuses(v []*ModelPackageStatusItem) *ModelPackageStatusDetails {
	s.ImageScanStatuses = v
	return s
}

// SetValidationStatuses sets the ValidationStatuses field's value.
func (s *ModelPackageStatusDetails) SetValidationStatuses(v []*ModelPackageStatusItem) *ModelPackageStatusDetails {
	s.ValidationStatuses = v
	return s
}

// Represents the overall status of a model package.
type ModelPackageStatusItem struct {
	_ struct{} `type:"structure"`

	// if the overall status is Failed, the reason for the failure.
	FailureReason *string `type:"string"`

	// The name of the model package for which the overall status is being reported.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// The current status.
	//
	// Status is a required field
	Status *string `type:"string" required:"true" enum:"DetailedModelPackageStatus"`
}

// String returns the string representation
func (s ModelPackageStatusItem) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelPackageStatusItem) GoString() string {
	return s.String()
}

// SetFailureReason sets the FailureReason field's value.
func (s *ModelPackageStatusItem) SetFailureReason(v string) *ModelPackageStatusItem {
	s.FailureReason = &v
	return s
}

// SetName sets the Name field's value.
func (s *ModelPackageStatusItem) SetName(v string) *ModelPackageStatusItem {
	s.Name = &v
	return s
}

// SetStatus sets the Status field's value.
func (s *ModelPackageStatusItem) SetStatus(v string) *ModelPackageStatusItem {
	s.Status = &v
	return s
}

// Provides summary information about a model package.
type ModelPackageSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the model package was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the model package.
	//
	// ModelPackageArn is a required field
	ModelPackageArn *string `min:"1" type:"string" required:"true"`

	// A brief description of the model package.
	ModelPackageDescription *string `type:"string"`

	// The name of the model package.
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`

	// The overall status of the model package.
	//
	// ModelPackageStatus is a required field
	ModelPackageStatus *string `type:"string" required:"true" enum:"ModelPackageStatus"`
}

// String returns the string representation
func (s ModelPackageSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelPackageSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *ModelPackageSummary) SetCreationTime(v time.Time) *ModelPackageSummary {
	s.CreationTime = &v
	return s
}

// SetModelPackageArn sets the ModelPackageArn field's value.
func (s *ModelPackageSummary) SetModelPackageArn(v string) *ModelPackageSummary {
	s.ModelPackageArn = &v
	return s
}

// SetModelPackageDescription sets the ModelPackageDescription field's value.
func (s *ModelPackageSummary) SetModelPackageDescription(v string) *ModelPackageSummary {
	s.ModelPackageDescription = &v
	return s
}

// SetModelPackageName sets the ModelPackageName field's value.
func (s *ModelPackageSummary) SetModelPackageName(v string) *ModelPackageSummary {
	s.ModelPackageName = &v
	return s
}

// SetModelPackageStatus sets the ModelPackageStatus field's value.
func (s *ModelPackageSummary) SetModelPackageStatus(v string) *ModelPackageSummary {
	s.ModelPackageStatus = &v
	return s
}

// Contains data, such as the inputs and targeted instance types that are used
// in the process of validating the model package.
//
// The data provided in the validation profile is made available to your buyers
// on AWS Marketplace.
type ModelPackageValidationProfile struct {
	_ struct{} `type:"structure"`

	// The name of the profile for the model package.
	//
	// ProfileName is a required field
	ProfileName *string `min:"1" type:"string" required:"true"`

	// The TransformJobDefinition object that describes the transform job used for
	// the validation of the model package.
	//
	// TransformJobDefinition is a required field
	TransformJobDefinition *TransformJobDefinition `type:"structure" required:"true"`
}

// String returns the string representation
func (s ModelPackageValidationProfile) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelPackageValidationProfile) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ModelPackageValidationProfile) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ModelPackageValidationProfile"}
	if s.ProfileName == nil {
		invalidParams.Add(request.NewErrParamRequired("ProfileName"))
	}
	if s.ProfileName != nil && len(*s.ProfileName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ProfileName", 1))
	}
	if s.TransformJobDefinition == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformJobDefinition"))
	}
	if s.TransformJobDefinition != nil {
		if err := s.TransformJobDefinition.Validate(); err != nil {
			invalidParams.AddNested("TransformJobDefinition", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetProfileName sets the ProfileName field's value.
func (s *ModelPackageValidationProfile) SetProfileName(v string) *ModelPackageValidationProfile {
	s.ProfileName = &v
	return s
}

// SetTransformJobDefinition sets the TransformJobDefinition field's value.
func (s *ModelPackageValidationProfile) SetTransformJobDefinition(v *TransformJobDefinition) *ModelPackageValidationProfile {
	s.TransformJobDefinition = v
	return s
}

// Specifies batch transform jobs that Amazon SageMaker runs to validate your
// model package.
type ModelPackageValidationSpecification struct {
	_ struct{} `type:"structure"`

	// An array of ModelPackageValidationProfile objects, each of which specifies
	// a batch transform job that Amazon SageMaker runs to validate your model package.
	//
	// ValidationProfiles is a required field
	ValidationProfiles []*ModelPackageValidationProfile `min:"1" type:"list" required:"true"`

	// The IAM roles to be used for the validation of the model package.
	//
	// ValidationRole is a required field
	ValidationRole *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s ModelPackageValidationSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelPackageValidationSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ModelPackageValidationSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ModelPackageValidationSpecification"}
	if s.ValidationProfiles == nil {
		invalidParams.Add(request.NewErrParamRequired("ValidationProfiles"))
	}
	if s.ValidationProfiles != nil && len(s.ValidationProfiles) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ValidationProfiles", 1))
	}
	if s.ValidationRole == nil {
		invalidParams.Add(request.NewErrParamRequired("ValidationRole"))
	}
	if s.ValidationRole != nil && len(*s.ValidationRole) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("ValidationRole", 20))
	}
	if s.ValidationProfiles != nil {
		for i, v := range s.ValidationProfiles {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ValidationProfiles", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetValidationProfiles sets the ValidationProfiles field's value.
func (s *ModelPackageValidationSpecification) SetValidationProfiles(v []*ModelPackageValidationProfile) *ModelPackageValidationSpecification {
	s.ValidationProfiles = v
	return s
}

// SetValidationRole sets the ValidationRole field's value.
func (s *ModelPackageValidationSpecification) SetValidationRole(v string) *ModelPackageValidationSpecification {
	s.ValidationRole = &v
	return s
}

// Provides summary information about a model.
type ModelSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that indicates when the model was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the model.
	//
	// ModelArn is a required field
	ModelArn *string `min:"20" type:"string" required:"true"`

	// The name of the model that you want a summary for.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ModelSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ModelSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *ModelSummary) SetCreationTime(v time.Time) *ModelSummary {
	s.CreationTime = &v
	return s
}

// SetModelArn sets the ModelArn field's value.
func (s *ModelSummary) SetModelArn(v string) *ModelSummary {
	s.ModelArn = &v
	return s
}

// SetModelName sets the ModelName field's value.
func (s *ModelSummary) SetModelName(v string) *ModelSummary {
	s.ModelName = &v
	return s
}

// Defines a list of NestedFilters objects. To satisfy the conditions specified
// in the NestedFilters call, a resource must satisfy the conditions of all
// of the filters.
//
// For example, you could define a NestedFilters using the training job's InputDataConfig
// property to filter on Channel objects.
//
// A NestedFilters object contains multiple filters. For example, to find all
// training jobs whose name contains train and that have cat/data in their S3Uri
// (specified in InputDataConfig), you need to create a NestedFilters object
// that specifies the InputDataConfig property with the following Filter objects:
//
//    * '{Name:"InputDataConfig.ChannelName", "Operator":"EQUALS", "Value":"train"}',
//
//    * '{Name:"InputDataConfig.DataSource.S3DataSource.S3Uri", "Operator":"CONTAINS",
//    "Value":"cat/data"}'
type NestedFilters struct {
	_ struct{} `type:"structure"`

	// A list of filters. Each filter acts on a property. Filters must contain at
	// least one Filters value. For example, a NestedFilters call might include
	// a filter on the PropertyName parameter of the InputDataConfig property: InputDataConfig.DataSource.S3DataSource.S3Uri.
	//
	// Filters is a required field
	Filters []*Filter `min:"1" type:"list" required:"true"`

	// The name of the property to use in the nested filters. The value must match
	// a listed property name, such as InputDataConfig .
	//
	// NestedPropertyName is a required field
	NestedPropertyName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s NestedFilters) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s NestedFilters) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *NestedFilters) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "NestedFilters"}
	if s.Filters == nil {
		invalidParams.Add(request.NewErrParamRequired("Filters"))
	}
	if s.Filters != nil && len(s.Filters) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Filters", 1))
	}
	if s.NestedPropertyName == nil {
		invalidParams.Add(request.NewErrParamRequired("NestedPropertyName"))
	}
	if s.NestedPropertyName != nil && len(*s.NestedPropertyName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("NestedPropertyName", 1))
	}
	if s.Filters != nil {
		for i, v := range s.Filters {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Filters", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetFilters sets the Filters field's value.
func (s *NestedFilters) SetFilters(v []*Filter) *NestedFilters {
	s.Filters = v
	return s
}

// SetNestedPropertyName sets the NestedPropertyName field's value.
func (s *NestedFilters) SetNestedPropertyName(v string) *NestedFilters {
	s.NestedPropertyName = &v
	return s
}

// Provides a summary of a notebook instance lifecycle configuration.
type NotebookInstanceLifecycleConfigSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that tells when the lifecycle configuration was created.
	CreationTime *time.Time `type:"timestamp"`

	// A timestamp that tells when the lifecycle configuration was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigArn is a required field
	NotebookInstanceLifecycleConfigArn *string `type:"string" required:"true"`

	// The name of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s NotebookInstanceLifecycleConfigSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s NotebookInstanceLifecycleConfigSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *NotebookInstanceLifecycleConfigSummary) SetCreationTime(v time.Time) *NotebookInstanceLifecycleConfigSummary {
	s.CreationTime = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *NotebookInstanceLifecycleConfigSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceLifecycleConfigSummary {
	s.LastModifiedTime = &v
	return s
}

// SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.
func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigArn(v string) *NotebookInstanceLifecycleConfigSummary {
	s.NotebookInstanceLifecycleConfigArn = &v
	return s
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceLifecycleConfigSummary {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

// Contains the notebook instance lifecycle configuration script.
//
// Each lifecycle configuration script has a limit of 16384 characters.
//
// The value of the $PATH environment variable that is available to both scripts
// is /sbin:bin:/usr/sbin:/usr/bin.
//
// View CloudWatch Logs for notebook instance lifecycle configurations in log
// group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook].
//
// Lifecycle configuration scripts cannot run for longer than 5 minutes. If
// a script runs for longer than 5 minutes, it fails and the notebook instance
// is not created or started.
//
// For information about notebook instance lifestyle configurations, see Step
// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
type NotebookInstanceLifecycleHook struct {
	_ struct{} `type:"structure"`

	// A base64-encoded string that contains a shell script for a notebook instance
	// lifecycle configuration.
	Content *string `min:"1" type:"string"`
}

// String returns the string representation
func (s NotebookInstanceLifecycleHook) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s NotebookInstanceLifecycleHook) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *NotebookInstanceLifecycleHook) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "NotebookInstanceLifecycleHook"}
	if s.Content != nil && len(*s.Content) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Content", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetContent sets the Content field's value.
func (s *NotebookInstanceLifecycleHook) SetContent(v string) *NotebookInstanceLifecycleHook {
	s.Content = &v
	return s
}

// Provides summary information for an Amazon SageMaker notebook instance.
type NotebookInstanceSummary struct {
	_ struct{} `type:"structure"`

	// An array of up to three Git repositories associated with the notebook instance.
	// These can be either the names of Git repositories stored as resources in
	// your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// A timestamp that shows when the notebook instance was created.
	CreationTime *time.Time `type:"timestamp"`

	// The Git repository associated with the notebook instance as its default code
	// repository. This can be either the name of a Git repository stored as a resource
	// in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// The type of ML compute instance that the notebook instance is running on.
	InstanceType *string `type:"string" enum:"InstanceType"`

	// A timestamp that shows when the notebook instance was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the notebook instance.
	//
	// NotebookInstanceArn is a required field
	NotebookInstanceArn *string `type:"string" required:"true"`

	// The name of a notebook instance lifecycle configuration associated with this
	// notebook instance.
	//
	// For information about notebook instance lifestyle configurations, see Step
	// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// The name of the notebook instance that you want a summary for.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// The status of the notebook instance.
	NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"`

	// The URL that you use to connect to the Jupyter instance running in your notebook
	// instance.
	Url *string `type:"string"`
}

// String returns the string representation
func (s NotebookInstanceSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s NotebookInstanceSummary) GoString() string {
	return s.String()
}

// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.
func (s *NotebookInstanceSummary) SetAdditionalCodeRepositories(v []*string) *NotebookInstanceSummary {
	s.AdditionalCodeRepositories = v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *NotebookInstanceSummary) SetCreationTime(v time.Time) *NotebookInstanceSummary {
	s.CreationTime = &v
	return s
}

// SetDefaultCodeRepository sets the DefaultCodeRepository field's value.
func (s *NotebookInstanceSummary) SetDefaultCodeRepository(v string) *NotebookInstanceSummary {
	s.DefaultCodeRepository = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *NotebookInstanceSummary) SetInstanceType(v string) *NotebookInstanceSummary {
	s.InstanceType = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *NotebookInstanceSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceSummary {
	s.LastModifiedTime = &v
	return s
}

// SetNotebookInstanceArn sets the NotebookInstanceArn field's value.
func (s *NotebookInstanceSummary) SetNotebookInstanceArn(v string) *NotebookInstanceSummary {
	s.NotebookInstanceArn = &v
	return s
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *NotebookInstanceSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceSummary {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *NotebookInstanceSummary) SetNotebookInstanceName(v string) *NotebookInstanceSummary {
	s.NotebookInstanceName = &v
	return s
}

// SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value.
func (s *NotebookInstanceSummary) SetNotebookInstanceStatus(v string) *NotebookInstanceSummary {
	s.NotebookInstanceStatus = &v
	return s
}

// SetUrl sets the Url field's value.
func (s *NotebookInstanceSummary) SetUrl(v string) *NotebookInstanceSummary {
	s.Url = &v
	return s
}

// Configures SNS notifications of available or expiring work items for work
// teams.
type NotificationConfiguration struct {
	_ struct{} `type:"structure"`

	// The ARN for the SNS topic to which notifications should be published.
	NotificationTopicArn *string `type:"string"`
}

// String returns the string representation
func (s NotificationConfiguration) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s NotificationConfiguration) GoString() string {
	return s.String()
}

// SetNotificationTopicArn sets the NotificationTopicArn field's value.
func (s *NotificationConfiguration) SetNotificationTopicArn(v string) *NotificationConfiguration {
	s.NotificationTopicArn = &v
	return s
}

// Specifies the number of training jobs that this hyperparameter tuning job
// launched, categorized by the status of their objective metric. The objective
// metric status shows whether the final objective metric for the training job
// has been evaluated by the tuning job and used in the hyperparameter tuning
// process.
type ObjectiveStatusCounters struct {
	_ struct{} `type:"structure"`

	// The number of training jobs whose final objective metric was not evaluated
	// and used in the hyperparameter tuning process. This typically occurs when
	// the training job failed or did not emit an objective metric.
	Failed *int64 `type:"integer"`

	// The number of training jobs that are in progress and pending evaluation of
	// their final objective metric.
	Pending *int64 `type:"integer"`

	// The number of training jobs whose final objective metric was evaluated by
	// the hyperparameter tuning job and used in the hyperparameter tuning process.
	Succeeded *int64 `type:"integer"`
}

// String returns the string representation
func (s ObjectiveStatusCounters) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ObjectiveStatusCounters) GoString() string {
	return s.String()
}

// SetFailed sets the Failed field's value.
func (s *ObjectiveStatusCounters) SetFailed(v int64) *ObjectiveStatusCounters {
	s.Failed = &v
	return s
}

// SetPending sets the Pending field's value.
func (s *ObjectiveStatusCounters) SetPending(v int64) *ObjectiveStatusCounters {
	s.Pending = &v
	return s
}

// SetSucceeded sets the Succeeded field's value.
func (s *ObjectiveStatusCounters) SetSucceeded(v int64) *ObjectiveStatusCounters {
	s.Succeeded = &v
	return s
}

// Contains information about the output location for the compiled model and
// the device (target) that the model runs on.
type OutputConfig struct {
	_ struct{} `type:"structure"`

	// Identifies the S3 path where you want Amazon SageMaker to store the model
	// artifacts. For example, s3://bucket-name/key-name-prefix.
	//
	// S3OutputLocation is a required field
	S3OutputLocation *string `type:"string" required:"true"`

	// Identifies the device that you want to run your model on after it has been
	// compiled. For example: ml_c5.
	//
	// TargetDevice is a required field
	TargetDevice *string `type:"string" required:"true" enum:"TargetDevice"`
}

// String returns the string representation
func (s OutputConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s OutputConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *OutputConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "OutputConfig"}
	if s.S3OutputLocation == nil {
		invalidParams.Add(request.NewErrParamRequired("S3OutputLocation"))
	}
	if s.TargetDevice == nil {
		invalidParams.Add(request.NewErrParamRequired("TargetDevice"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetS3OutputLocation sets the S3OutputLocation field's value.
func (s *OutputConfig) SetS3OutputLocation(v string) *OutputConfig {
	s.S3OutputLocation = &v
	return s
}

// SetTargetDevice sets the TargetDevice field's value.
func (s *OutputConfig) SetTargetDevice(v string) *OutputConfig {
	s.TargetDevice = &v
	return s
}

// Provides information about how to store model training results (model artifacts).
type OutputDataConfig struct {
	_ struct{} `type:"structure"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	// The KmsKeyId 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 master 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 CreateTrainingJob, CreateTransformJob, or CreateHyperParameterTuningJob
	// requests. For more information, see Using Key Policies in AWS KMS (https://docs.aws.amazon.com/http:/docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	// in the AWS Key Management Service Developer Guide.
	KmsKeyId *string `type:"string"`

	// Identifies the S3 path where you want Amazon SageMaker to store the model
	// artifacts. For example, s3://bucket-name/key-name-prefix.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
}

// String returns the string representation
func (s OutputDataConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s OutputDataConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *OutputDataConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "OutputDataConfig"}
	if s.S3OutputPath == nil {
		invalidParams.Add(request.NewErrParamRequired("S3OutputPath"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *OutputDataConfig) SetKmsKeyId(v string) *OutputDataConfig {
	s.KmsKeyId = &v
	return s
}

// SetS3OutputPath sets the S3OutputPath field's value.
func (s *OutputDataConfig) SetS3OutputPath(v string) *OutputDataConfig {
	s.S3OutputPath = &v
	return s
}

// Defines the possible values for categorical, continuous, and integer hyperparameters
// to be used by an algorithm.
type ParameterRange struct {
	_ struct{} `type:"structure"`

	// A CategoricalParameterRangeSpecification object that defines the possible
	// values for a categorical hyperparameter.
	CategoricalParameterRangeSpecification *CategoricalParameterRangeSpecification `type:"structure"`

	// A ContinuousParameterRangeSpecification object that defines the possible
	// values for a continuous hyperparameter.
	ContinuousParameterRangeSpecification *ContinuousParameterRangeSpecification `type:"structure"`

	// A IntegerParameterRangeSpecification object that defines the possible values
	// for an integer hyperparameter.
	IntegerParameterRangeSpecification *IntegerParameterRangeSpecification `type:"structure"`
}

// String returns the string representation
func (s ParameterRange) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ParameterRange) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ParameterRange) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ParameterRange"}
	if s.CategoricalParameterRangeSpecification != nil {
		if err := s.CategoricalParameterRangeSpecification.Validate(); err != nil {
			invalidParams.AddNested("CategoricalParameterRangeSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.ContinuousParameterRangeSpecification != nil {
		if err := s.ContinuousParameterRangeSpecification.Validate(); err != nil {
			invalidParams.AddNested("ContinuousParameterRangeSpecification", err.(request.ErrInvalidParams))
		}
	}
	if s.IntegerParameterRangeSpecification != nil {
		if err := s.IntegerParameterRangeSpecification.Validate(); err != nil {
			invalidParams.AddNested("IntegerParameterRangeSpecification", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCategoricalParameterRangeSpecification sets the CategoricalParameterRangeSpecification field's value.
func (s *ParameterRange) SetCategoricalParameterRangeSpecification(v *CategoricalParameterRangeSpecification) *ParameterRange {
	s.CategoricalParameterRangeSpecification = v
	return s
}

// SetContinuousParameterRangeSpecification sets the ContinuousParameterRangeSpecification field's value.
func (s *ParameterRange) SetContinuousParameterRangeSpecification(v *ContinuousParameterRangeSpecification) *ParameterRange {
	s.ContinuousParameterRangeSpecification = v
	return s
}

// SetIntegerParameterRangeSpecification sets the IntegerParameterRangeSpecification field's value.
func (s *ParameterRange) SetIntegerParameterRangeSpecification(v *IntegerParameterRangeSpecification) *ParameterRange {
	s.IntegerParameterRangeSpecification = v
	return s
}

// Specifies ranges of integer, continuous, and categorical hyperparameters
// that a hyperparameter tuning job searches. The hyperparameter tuning job
// launches training jobs with hyperparameter values within these ranges to
// find the combination of values that result in the training job with the best
// performance as measured by the objective metric of the hyperparameter tuning
// job.
//
// You can specify a maximum of 20 hyperparameters that a hyperparameter tuning
// job can search over. Every possible value of a categorical parameter range
// counts against this limit.
type ParameterRanges struct {
	_ struct{} `type:"structure"`

	// The array of CategoricalParameterRange objects that specify ranges of categorical
	// hyperparameters that a hyperparameter tuning job searches.
	CategoricalParameterRanges []*CategoricalParameterRange `type:"list"`

	// The array of ContinuousParameterRange objects that specify ranges of continuous
	// hyperparameters that a hyperparameter tuning job searches.
	ContinuousParameterRanges []*ContinuousParameterRange `type:"list"`

	// The array of IntegerParameterRange objects that specify ranges of integer
	// hyperparameters that a hyperparameter tuning job searches.
	IntegerParameterRanges []*IntegerParameterRange `type:"list"`
}

// String returns the string representation
func (s ParameterRanges) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ParameterRanges) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ParameterRanges) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ParameterRanges"}
	if s.CategoricalParameterRanges != nil {
		for i, v := range s.CategoricalParameterRanges {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "CategoricalParameterRanges", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.ContinuousParameterRanges != nil {
		for i, v := range s.ContinuousParameterRanges {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ContinuousParameterRanges", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.IntegerParameterRanges != nil {
		for i, v := range s.IntegerParameterRanges {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "IntegerParameterRanges", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCategoricalParameterRanges sets the CategoricalParameterRanges field's value.
func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges {
	s.CategoricalParameterRanges = v
	return s
}

// SetContinuousParameterRanges sets the ContinuousParameterRanges field's value.
func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges {
	s.ContinuousParameterRanges = v
	return s
}

// SetIntegerParameterRanges sets the IntegerParameterRanges field's value.
func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges {
	s.IntegerParameterRanges = v
	return s
}

// A previously completed or stopped hyperparameter tuning job to be used as
// a starting point for a new hyperparameter tuning job.
type ParentHyperParameterTuningJob struct {
	_ struct{} `type:"structure"`

	// The name of the hyperparameter tuning job to be used as a starting point
	// for a new hyperparameter tuning job.
	HyperParameterTuningJobName *string `min:"1" type:"string"`
}

// String returns the string representation
func (s ParentHyperParameterTuningJob) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ParentHyperParameterTuningJob) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ParentHyperParameterTuningJob) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ParentHyperParameterTuningJob"}
	if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *ParentHyperParameterTuningJob) SetHyperParameterTuningJobName(v string) *ParentHyperParameterTuningJob {
	s.HyperParameterTuningJobName = &v
	return s
}

// Identifies a model that you want to host and the resources to deploy for
// hosting it. If you are deploying multiple models, tell Amazon SageMaker how
// to distribute traffic among the models by specifying variant weights.
type ProductionVariant struct {
	_ struct{} `type:"structure"`

	// The size of the Elastic Inference (EI) instance to use for the production
	// variant. EI instances provide on-demand GPU computing for inference. For
	// more information, see Using Elastic Inference in Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorType *string `type:"string" enum:"ProductionVariantAcceleratorType"`

	// Number of instances to launch initially.
	//
	// InitialInstanceCount is a required field
	InitialInstanceCount *int64 `min:"1" type:"integer" required:"true"`

	// Determines initial traffic distribution among all of the models that you
	// specify in the endpoint configuration. The traffic to a production variant
	// is determined by the ratio of the VariantWeight to the sum of all VariantWeight
	// values across all ProductionVariants. If unspecified, it defaults to 1.0.
	InitialVariantWeight *float64 `type:"float"`

	// The ML compute instance type.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"ProductionVariantInstanceType"`

	// The name of the model that you want to host. This is the name that you specified
	// when creating the model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// The name of the production variant.
	//
	// VariantName is a required field
	VariantName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ProductionVariant) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ProductionVariant) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ProductionVariant) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ProductionVariant"}
	if s.InitialInstanceCount == nil {
		invalidParams.Add(request.NewErrParamRequired("InitialInstanceCount"))
	}
	if s.InitialInstanceCount != nil && *s.InitialInstanceCount < 1 {
		invalidParams.Add(request.NewErrParamMinValue("InitialInstanceCount", 1))
	}
	if s.InstanceType == nil {
		invalidParams.Add(request.NewErrParamRequired("InstanceType"))
	}
	if s.ModelName == nil {
		invalidParams.Add(request.NewErrParamRequired("ModelName"))
	}
	if s.VariantName == nil {
		invalidParams.Add(request.NewErrParamRequired("VariantName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAcceleratorType sets the AcceleratorType field's value.
func (s *ProductionVariant) SetAcceleratorType(v string) *ProductionVariant {
	s.AcceleratorType = &v
	return s
}

// SetInitialInstanceCount sets the InitialInstanceCount field's value.
func (s *ProductionVariant) SetInitialInstanceCount(v int64) *ProductionVariant {
	s.InitialInstanceCount = &v
	return s
}

// SetInitialVariantWeight sets the InitialVariantWeight field's value.
func (s *ProductionVariant) SetInitialVariantWeight(v float64) *ProductionVariant {
	s.InitialVariantWeight = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *ProductionVariant) SetInstanceType(v string) *ProductionVariant {
	s.InstanceType = &v
	return s
}

// SetModelName sets the ModelName field's value.
func (s *ProductionVariant) SetModelName(v string) *ProductionVariant {
	s.ModelName = &v
	return s
}

// SetVariantName sets the VariantName field's value.
func (s *ProductionVariant) SetVariantName(v string) *ProductionVariant {
	s.VariantName = &v
	return s
}

// Describes weight and capacities for a production variant associated with
// an endpoint. If you sent a request to the UpdateEndpointWeightsAndCapacities
// API and the endpoint status is Updating, you get different desired and current
// values.
type ProductionVariantSummary struct {
	_ struct{} `type:"structure"`

	// The number of instances associated with the variant.
	CurrentInstanceCount *int64 `min:"1" type:"integer"`

	// The weight associated with the variant.
	CurrentWeight *float64 `type:"float"`

	// An array of DeployedImage objects that specify the Amazon EC2 Container Registry
	// paths of the inference images deployed on instances of this ProductionVariant.
	DeployedImages []*DeployedImage `type:"list"`

	// The number of instances requested in the UpdateEndpointWeightsAndCapacities
	// request.
	DesiredInstanceCount *int64 `min:"1" type:"integer"`

	// The requested weight, as specified in the UpdateEndpointWeightsAndCapacities
	// request.
	DesiredWeight *float64 `type:"float"`

	// The name of the variant.
	//
	// VariantName is a required field
	VariantName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s ProductionVariantSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ProductionVariantSummary) GoString() string {
	return s.String()
}

// SetCurrentInstanceCount sets the CurrentInstanceCount field's value.
func (s *ProductionVariantSummary) SetCurrentInstanceCount(v int64) *ProductionVariantSummary {
	s.CurrentInstanceCount = &v
	return s
}

// SetCurrentWeight sets the CurrentWeight field's value.
func (s *ProductionVariantSummary) SetCurrentWeight(v float64) *ProductionVariantSummary {
	s.CurrentWeight = &v
	return s
}

// SetDeployedImages sets the DeployedImages field's value.
func (s *ProductionVariantSummary) SetDeployedImages(v []*DeployedImage) *ProductionVariantSummary {
	s.DeployedImages = v
	return s
}

// SetDesiredInstanceCount sets the DesiredInstanceCount field's value.
func (s *ProductionVariantSummary) SetDesiredInstanceCount(v int64) *ProductionVariantSummary {
	s.DesiredInstanceCount = &v
	return s
}

// SetDesiredWeight sets the DesiredWeight field's value.
func (s *ProductionVariantSummary) SetDesiredWeight(v float64) *ProductionVariantSummary {
	s.DesiredWeight = &v
	return s
}

// SetVariantName sets the VariantName field's value.
func (s *ProductionVariantSummary) SetVariantName(v string) *ProductionVariantSummary {
	s.VariantName = &v
	return s
}

// A type of SuggestionQuery. A suggestion query for retrieving property names
// that match the specified hint.
type PropertyNameQuery struct {
	_ struct{} `type:"structure"`

	// Text that is part of a property's name. The property names of hyperparameter,
	// metric, and tag key names that begin with the specified text in the PropertyNameHint.
	//
	// PropertyNameHint is a required field
	PropertyNameHint *string `type:"string" required:"true"`
}

// String returns the string representation
func (s PropertyNameQuery) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s PropertyNameQuery) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *PropertyNameQuery) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "PropertyNameQuery"}
	if s.PropertyNameHint == nil {
		invalidParams.Add(request.NewErrParamRequired("PropertyNameHint"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetPropertyNameHint sets the PropertyNameHint field's value.
func (s *PropertyNameQuery) SetPropertyNameHint(v string) *PropertyNameQuery {
	s.PropertyNameHint = &v
	return s
}

// A property name returned from a GetSearchSuggestions call that specifies
// a value in the PropertyNameQuery field.
type PropertyNameSuggestion struct {
	_ struct{} `type:"structure"`

	// A suggested property name based on what you entered in the search textbox
	// in the Amazon SageMaker console.
	PropertyName *string `min:"1" type:"string"`
}

// String returns the string representation
func (s PropertyNameSuggestion) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s PropertyNameSuggestion) GoString() string {
	return s.String()
}

// SetPropertyName sets the PropertyName field's value.
func (s *PropertyNameSuggestion) SetPropertyName(v string) *PropertyNameSuggestion {
	s.PropertyName = &v
	return s
}

// Defines the amount of money paid to an Amazon Mechanical Turk worker for
// each task performed.
//
// Use one of the following prices for bounding box tasks. Prices are in US
// dollars and should be based on the complexity of the task; the longer it
// takes in your initial testing, the more you should offer.
//
//    * 0.036
//
//    * 0.048
//
//    * 0.060
//
//    * 0.072
//
//    * 0.120
//
//    * 0.240
//
//    * 0.360
//
//    * 0.480
//
//    * 0.600
//
//    * 0.720
//
//    * 0.840
//
//    * 0.960
//
//    * 1.080
//
//    * 1.200
//
// Use one of the following prices for image classification, text classification,
// and custom tasks. Prices are in US dollars.
//
//    * 0.012
//
//    * 0.024
//
//    * 0.036
//
//    * 0.048
//
//    * 0.060
//
//    * 0.072
//
//    * 0.120
//
//    * 0.240
//
//    * 0.360
//
//    * 0.480
//
//    * 0.600
//
//    * 0.720
//
//    * 0.840
//
//    * 0.960
//
//    * 1.080
//
//    * 1.200
//
// Use one of the following prices for semantic segmentation tasks. Prices are
// in US dollars.
//
//    * 0.840
//
//    * 0.960
//
//    * 1.080
//
//    * 1.200
type PublicWorkforceTaskPrice struct {
	_ struct{} `type:"structure"`

	// Defines the amount of money paid to an Amazon Mechanical Turk worker in United
	// States dollars.
	AmountInUsd *USD `type:"structure"`
}

// String returns the string representation
func (s PublicWorkforceTaskPrice) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s PublicWorkforceTaskPrice) GoString() string {
	return s.String()
}

// SetAmountInUsd sets the AmountInUsd field's value.
func (s *PublicWorkforceTaskPrice) SetAmountInUsd(v *USD) *PublicWorkforceTaskPrice {
	s.AmountInUsd = v
	return s
}

type RenderUiTemplateInput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) that has access to the S3 objects that are
	// used by the template.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// A RenderableTask object containing a representative task to render.
	//
	// Task is a required field
	Task *RenderableTask `type:"structure" required:"true"`

	// A Template object containing the worker UI template to render.
	//
	// UiTemplate is a required field
	UiTemplate *UiTemplate `type:"structure" required:"true"`
}

// String returns the string representation
func (s RenderUiTemplateInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s RenderUiTemplateInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *RenderUiTemplateInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "RenderUiTemplateInput"}
	if s.RoleArn == nil {
		invalidParams.Add(request.NewErrParamRequired("RoleArn"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.Task == nil {
		invalidParams.Add(request.NewErrParamRequired("Task"))
	}
	if s.UiTemplate == nil {
		invalidParams.Add(request.NewErrParamRequired("UiTemplate"))
	}
	if s.Task != nil {
		if err := s.Task.Validate(); err != nil {
			invalidParams.AddNested("Task", err.(request.ErrInvalidParams))
		}
	}
	if s.UiTemplate != nil {
		if err := s.UiTemplate.Validate(); err != nil {
			invalidParams.AddNested("UiTemplate", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetRoleArn sets the RoleArn field's value.
func (s *RenderUiTemplateInput) SetRoleArn(v string) *RenderUiTemplateInput {
	s.RoleArn = &v
	return s
}

// SetTask sets the Task field's value.
func (s *RenderUiTemplateInput) SetTask(v *RenderableTask) *RenderUiTemplateInput {
	s.Task = v
	return s
}

// SetUiTemplate sets the UiTemplate field's value.
func (s *RenderUiTemplateInput) SetUiTemplate(v *UiTemplate) *RenderUiTemplateInput {
	s.UiTemplate = v
	return s
}

type RenderUiTemplateOutput struct {
	_ struct{} `type:"structure"`

	// A list of one or more RenderingError objects if any were encountered while
	// rendering the template. If there were no errors, the list is empty.
	//
	// Errors is a required field
	Errors []*RenderingError `type:"list" required:"true"`

	// A Liquid template that renders the HTML for the worker UI.
	//
	// RenderedContent is a required field
	RenderedContent *string `type:"string" required:"true"`
}

// String returns the string representation
func (s RenderUiTemplateOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s RenderUiTemplateOutput) GoString() string {
	return s.String()
}

// SetErrors sets the Errors field's value.
func (s *RenderUiTemplateOutput) SetErrors(v []*RenderingError) *RenderUiTemplateOutput {
	s.Errors = v
	return s
}

// SetRenderedContent sets the RenderedContent field's value.
func (s *RenderUiTemplateOutput) SetRenderedContent(v string) *RenderUiTemplateOutput {
	s.RenderedContent = &v
	return s
}

// Contains input values for a task.
type RenderableTask struct {
	_ struct{} `type:"structure"`

	// A JSON object that contains values for the variables defined in the template.
	// It is made available to the template under the substitution variable task.input.
	// For example, if you define a variable task.input.text in your template, you
	// can supply the variable in the JSON object as "text": "sample text".
	//
	// Input is a required field
	Input *string `min:"2" type:"string" required:"true"`
}

// String returns the string representation
func (s RenderableTask) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s RenderableTask) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *RenderableTask) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "RenderableTask"}
	if s.Input == nil {
		invalidParams.Add(request.NewErrParamRequired("Input"))
	}
	if s.Input != nil && len(*s.Input) < 2 {
		invalidParams.Add(request.NewErrParamMinLen("Input", 2))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetInput sets the Input field's value.
func (s *RenderableTask) SetInput(v string) *RenderableTask {
	s.Input = &v
	return s
}

// A description of an error that occurred while rendering the template.
type RenderingError struct {
	_ struct{} `type:"structure"`

	// A unique identifier for a specific class of errors.
	//
	// Code is a required field
	Code *string `type:"string" required:"true"`

	// A human-readable message describing the error.
	//
	// Message is a required field
	Message *string `type:"string" required:"true"`
}

// String returns the string representation
func (s RenderingError) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s RenderingError) GoString() string {
	return s.String()
}

// SetCode sets the Code field's value.
func (s *RenderingError) SetCode(v string) *RenderingError {
	s.Code = &v
	return s
}

// SetMessage sets the Message field's value.
func (s *RenderingError) SetMessage(v string) *RenderingError {
	s.Message = &v
	return s
}

// Describes the resources, including ML compute instances and ML storage volumes,
// to use for model training.
type ResourceConfig struct {
	_ struct{} `type:"structure"`

	// The number of ML compute instances to use. For distributed training, provide
	// a value greater than 1.
	//
	// InstanceCount is a required field
	InstanceCount *int64 `min:"1" type:"integer" required:"true"`

	// The ML compute instance type.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"TrainingInstanceType"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt data on the storage volume attached to the ML compute instance(s)
	// that run the training job. The VolumeKmsKeyId 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"
	VolumeKmsKeyId *string `type:"string"`

	// The size of the ML storage volume that you want to provision.
	//
	// ML storage volumes store model artifacts and incremental states. Training
	// algorithms might also use the ML storage volume for scratch space. If you
	// want to store the training data in the ML storage volume, choose File as
	// the TrainingInputMode in the algorithm specification.
	//
	// You must specify sufficient ML storage for your scenario.
	//
	// Amazon SageMaker supports only the General Purpose SSD (gp2) ML storage volume
	// type.
	//
	// VolumeSizeInGB is a required field
	VolumeSizeInGB *int64 `min:"1" type:"integer" required:"true"`
}

// String returns the string representation
func (s ResourceConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ResourceConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ResourceConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ResourceConfig"}
	if s.InstanceCount == nil {
		invalidParams.Add(request.NewErrParamRequired("InstanceCount"))
	}
	if s.InstanceCount != nil && *s.InstanceCount < 1 {
		invalidParams.Add(request.NewErrParamMinValue("InstanceCount", 1))
	}
	if s.InstanceType == nil {
		invalidParams.Add(request.NewErrParamRequired("InstanceType"))
	}
	if s.VolumeSizeInGB == nil {
		invalidParams.Add(request.NewErrParamRequired("VolumeSizeInGB"))
	}
	if s.VolumeSizeInGB != nil && *s.VolumeSizeInGB < 1 {
		invalidParams.Add(request.NewErrParamMinValue("VolumeSizeInGB", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetInstanceCount sets the InstanceCount field's value.
func (s *ResourceConfig) SetInstanceCount(v int64) *ResourceConfig {
	s.InstanceCount = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *ResourceConfig) SetInstanceType(v string) *ResourceConfig {
	s.InstanceType = &v
	return s
}

// SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.
func (s *ResourceConfig) SetVolumeKmsKeyId(v string) *ResourceConfig {
	s.VolumeKmsKeyId = &v
	return s
}

// SetVolumeSizeInGB sets the VolumeSizeInGB field's value.
func (s *ResourceConfig) SetVolumeSizeInGB(v int64) *ResourceConfig {
	s.VolumeSizeInGB = &v
	return s
}

// Specifies the maximum number of training jobs and parallel training jobs
// that a hyperparameter tuning job can launch.
type ResourceLimits struct {
	_ struct{} `type:"structure"`

	// The maximum number of training jobs that a hyperparameter tuning job can
	// launch.
	//
	// MaxNumberOfTrainingJobs is a required field
	MaxNumberOfTrainingJobs *int64 `min:"1" type:"integer" required:"true"`

	// The maximum number of concurrent training jobs that a hyperparameter tuning
	// job can launch.
	//
	// MaxParallelTrainingJobs is a required field
	MaxParallelTrainingJobs *int64 `min:"1" type:"integer" required:"true"`
}

// String returns the string representation
func (s ResourceLimits) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ResourceLimits) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ResourceLimits) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ResourceLimits"}
	if s.MaxNumberOfTrainingJobs == nil {
		invalidParams.Add(request.NewErrParamRequired("MaxNumberOfTrainingJobs"))
	}
	if s.MaxNumberOfTrainingJobs != nil && *s.MaxNumberOfTrainingJobs < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxNumberOfTrainingJobs", 1))
	}
	if s.MaxParallelTrainingJobs == nil {
		invalidParams.Add(request.NewErrParamRequired("MaxParallelTrainingJobs"))
	}
	if s.MaxParallelTrainingJobs != nil && *s.MaxParallelTrainingJobs < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxParallelTrainingJobs", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxNumberOfTrainingJobs sets the MaxNumberOfTrainingJobs field's value.
func (s *ResourceLimits) SetMaxNumberOfTrainingJobs(v int64) *ResourceLimits {
	s.MaxNumberOfTrainingJobs = &v
	return s
}

// SetMaxParallelTrainingJobs sets the MaxParallelTrainingJobs field's value.
func (s *ResourceLimits) SetMaxParallelTrainingJobs(v int64) *ResourceLimits {
	s.MaxParallelTrainingJobs = &v
	return s
}

// Describes the S3 data source.
type S3DataSource struct {
	_ struct{} `type:"structure"`

	// A list of one or more attribute names to use that are found in a specified
	// augmented manifest file.
	AttributeNames []*string `type:"list"`

	// If you want Amazon SageMaker to replicate the entire dataset on each ML compute
	// instance that is launched for model training, specify FullyReplicated.
	//
	// If you want Amazon SageMaker to replicate a subset of data on each ML compute
	// instance that is launched for model training, specify ShardedByS3Key. If
	// there are n ML compute instances launched for a training job, each instance
	// gets approximately 1/n of the number of S3 objects. In this case, model training
	// on each machine uses only the subset of training data.
	//
	// Don't choose more ML compute instances for training than available S3 objects.
	// If you do, some nodes won't get any data and you will pay for nodes that
	// aren't getting any training data. This applies in both File and Pipe modes.
	// Keep this in mind when developing algorithms.
	//
	// In distributed training, where you use multiple ML compute EC2 instances,
	// you might choose ShardedByS3Key. If the algorithm requires copying training
	// data to the ML storage volume (when TrainingInputMode is set to File), this
	// copies 1/n of the number of objects.
	S3DataDistributionType *string `type:"string" enum:"S3DataDistribution"`

	// If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker
	// uses all objects that match the specified key name prefix for model training.
	//
	// If you choose ManifestFile, S3Uri identifies an object that is a manifest
	// file containing a list of object keys that you want Amazon SageMaker to use
	// for model training.
	//
	// If you choose AugmentedManifestFile, S3Uri identifies an object that is an
	// augmented manifest file in JSON lines format. This file contains the data
	// you want to use for model training. AugmentedManifestFile can only be used
	// if the Channel's input mode is Pipe.
	//
	// S3DataType is a required field
	S3DataType *string `type:"string" required:"true" enum:"S3DataType"`

	// Depending on the value specified for the S3DataType, identifies either a
	// key name prefix or a manifest. For example:
	//
	//    * A key name prefix might look like this: s3://bucketname/exampleprefix.
	//
	//    * A manifest might look like this: s3://bucketname/example.manifest The
	//    manifest is an S3 object which is a JSON file with the following format:
	//    [ {"prefix": "s3://customer_bucket/some/prefix/"}, "relative/path/to/custdata-1",
	//    "relative/path/custdata-2", ... ] The preceding JSON matches the following
	//    s3Uris: s3://customer_bucket/some/prefix/relative/path/to/custdata-1 s3://customer_bucket/some/prefix/relative/path/custdata-2
	//    ... The complete set of s3uris in this manifest is the input data for
	//    the channel for this datasource. The object that each s3uris points to
	//    must be readable by the IAM role that Amazon SageMaker uses to perform
	//    tasks on your behalf.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s S3DataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s S3DataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *S3DataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "S3DataSource"}
	if s.S3DataType == nil {
		invalidParams.Add(request.NewErrParamRequired("S3DataType"))
	}
	if s.S3Uri == nil {
		invalidParams.Add(request.NewErrParamRequired("S3Uri"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAttributeNames sets the AttributeNames field's value.
func (s *S3DataSource) SetAttributeNames(v []*string) *S3DataSource {
	s.AttributeNames = v
	return s
}

// SetS3DataDistributionType sets the S3DataDistributionType field's value.
func (s *S3DataSource) SetS3DataDistributionType(v string) *S3DataSource {
	s.S3DataDistributionType = &v
	return s
}

// SetS3DataType sets the S3DataType field's value.
func (s *S3DataSource) SetS3DataType(v string) *S3DataSource {
	s.S3DataType = &v
	return s
}

// SetS3Uri sets the S3Uri field's value.
func (s *S3DataSource) SetS3Uri(v string) *S3DataSource {
	s.S3Uri = &v
	return s
}

// A multi-expression that searches for the specified resource or resources
// in a search. All resource objects that satisfy the expression's condition
// are included in the search results. You must specify at least one subexpression,
// filter, or nested filter. A SearchExpression can contain up to twenty elements.
//
// A SearchExpression contains the following components:
//
//    * A list of Filter objects. Each filter defines a simple Boolean expression
//    comprised of a resource property name, Boolean operator, and value.
//
//    * A list of NestedFilter objects. Each nested filter defines a list of
//    Boolean expressions using a list of resource properties. A nested filter
//    is satisfied if a single object in the list satisfies all Boolean expressions.
//
//    * A list of SearchExpression objects. A search expression object can be
//    nested in a list of search expression objects.
//
//    * A Boolean operator: And or Or.
type SearchExpression struct {
	_ struct{} `type:"structure"`

	// A list of filter objects.
	Filters []*Filter `min:"1" type:"list"`

	// A list of nested filter objects.
	NestedFilters []*NestedFilters `min:"1" type:"list"`

	// A Boolean operator used to evaluate the search expression. If you want every
	// conditional statement in all lists to be satisfied for the entire search
	// expression to be true, specify And. If only a single conditional statement
	// needs to be true for the entire search expression to be true, specify Or.
	// The default value is And.
	Operator *string `type:"string" enum:"BooleanOperator"`

	// A list of search expression objects.
	SubExpressions []*SearchExpression `min:"1" type:"list"`
}

// String returns the string representation
func (s SearchExpression) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SearchExpression) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *SearchExpression) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "SearchExpression"}
	if s.Filters != nil && len(s.Filters) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Filters", 1))
	}
	if s.NestedFilters != nil && len(s.NestedFilters) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("NestedFilters", 1))
	}
	if s.SubExpressions != nil && len(s.SubExpressions) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SubExpressions", 1))
	}
	if s.Filters != nil {
		for i, v := range s.Filters {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Filters", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.NestedFilters != nil {
		for i, v := range s.NestedFilters {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "NestedFilters", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.SubExpressions != nil {
		for i, v := range s.SubExpressions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SubExpressions", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetFilters sets the Filters field's value.
func (s *SearchExpression) SetFilters(v []*Filter) *SearchExpression {
	s.Filters = v
	return s
}

// SetNestedFilters sets the NestedFilters field's value.
func (s *SearchExpression) SetNestedFilters(v []*NestedFilters) *SearchExpression {
	s.NestedFilters = v
	return s
}

// SetOperator sets the Operator field's value.
func (s *SearchExpression) SetOperator(v string) *SearchExpression {
	s.Operator = &v
	return s
}

// SetSubExpressions sets the SubExpressions field's value.
func (s *SearchExpression) SetSubExpressions(v []*SearchExpression) *SearchExpression {
	s.SubExpressions = v
	return s
}

type SearchInput struct {
	_ struct{} `type:"structure"`

	// The maximum number of results to return in a SearchResponse.
	MaxResults *int64 `min:"1" type:"integer"`

	// If more than MaxResults resource objects match the specified SearchExpression,
	// the SearchResponse includes a NextToken. The NextToken can be passed to the
	// next SearchRequest to continue retrieving results for the specified SearchExpression
	// and Sort parameters.
	NextToken *string `type:"string"`

	// The name of the Amazon SageMaker resource to search for. Currently, the only
	// valid Resource value is TrainingJob.
	//
	// Resource is a required field
	Resource *string `type:"string" required:"true" enum:"ResourceType"`

	// A Boolean conditional statement. Resource objects must satisfy this condition
	// to be included in search results. You must provide at least one subexpression,
	// filter, or nested filter. The maximum number of recursive SubExpressions,
	// NestedFilters, and Filters that can be included in a SearchExpression object
	// is 50.
	SearchExpression *SearchExpression `type:"structure"`

	// The name of the resource property used to sort the SearchResults. The default
	// is LastModifiedTime.
	SortBy *string `min:"1" type:"string"`

	// How SearchResults are ordered. Valid values are Ascending or Descending.
	// The default is Descending.
	SortOrder *string `type:"string" enum:"SearchSortOrder"`
}

// String returns the string representation
func (s SearchInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SearchInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *SearchInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "SearchInput"}
	if s.MaxResults != nil && *s.MaxResults < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1))
	}
	if s.Resource == nil {
		invalidParams.Add(request.NewErrParamRequired("Resource"))
	}
	if s.SortBy != nil && len(*s.SortBy) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SortBy", 1))
	}
	if s.SearchExpression != nil {
		if err := s.SearchExpression.Validate(); err != nil {
			invalidParams.AddNested("SearchExpression", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxResults sets the MaxResults field's value.
func (s *SearchInput) SetMaxResults(v int64) *SearchInput {
	s.MaxResults = &v
	return s
}

// SetNextToken sets the NextToken field's value.
func (s *SearchInput) SetNextToken(v string) *SearchInput {
	s.NextToken = &v
	return s
}

// SetResource sets the Resource field's value.
func (s *SearchInput) SetResource(v string) *SearchInput {
	s.Resource = &v
	return s
}

// SetSearchExpression sets the SearchExpression field's value.
func (s *SearchInput) SetSearchExpression(v *SearchExpression) *SearchInput {
	s.SearchExpression = v
	return s
}

// SetSortBy sets the SortBy field's value.
func (s *SearchInput) SetSortBy(v string) *SearchInput {
	s.SortBy = &v
	return s
}

// SetSortOrder sets the SortOrder field's value.
func (s *SearchInput) SetSortOrder(v string) *SearchInput {
	s.SortOrder = &v
	return s
}

type SearchOutput struct {
	_ struct{} `type:"structure"`

	// If the result of the previous Search request was truncated, the response
	// includes a NextToken. To retrieve the next set of results, use the token
	// in the next request.
	NextToken *string `type:"string"`

	// A list of SearchResult objects.
	Results []*SearchRecord `type:"list"`
}

// String returns the string representation
func (s SearchOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SearchOutput) GoString() string {
	return s.String()
}

// SetNextToken sets the NextToken field's value.
func (s *SearchOutput) SetNextToken(v string) *SearchOutput {
	s.NextToken = &v
	return s
}

// SetResults sets the Results field's value.
func (s *SearchOutput) SetResults(v []*SearchRecord) *SearchOutput {
	s.Results = v
	return s
}

// An individual search result record that contains a single resource object.
type SearchRecord struct {
	_ struct{} `type:"structure"`

	// A TrainingJob object that is returned as part of a Search request.
	TrainingJob *TrainingJob `type:"structure"`
}

// String returns the string representation
func (s SearchRecord) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SearchRecord) GoString() string {
	return s.String()
}

// SetTrainingJob sets the TrainingJob field's value.
func (s *SearchRecord) SetTrainingJob(v *TrainingJob) *SearchRecord {
	s.TrainingJob = v
	return s
}

// An array element of DescribeTrainingJobResponse$SecondaryStatusTransitions.
// It provides additional details about a status that the training job has transitioned
// through. A training job can be in one of several states, for example, starting,
// downloading, training, or uploading. Within each state, there are a number
// of intermediate states. For example, within the starting state, Amazon SageMaker
// could be starting the training job or launching the ML instances. These transitional
// states are referred to as the job's secondary status.
type SecondaryStatusTransition struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the training job transitioned out of this secondary
	// status state into another secondary status state or when the training job
	// has ended.
	EndTime *time.Time `type:"timestamp"`

	// A timestamp that shows when the training job transitioned to the current
	// secondary status state.
	//
	// StartTime is a required field
	StartTime *time.Time `type:"timestamp" required:"true"`

	// Contains a secondary status information from a training job.
	//
	// Status might be one of the following secondary statuses:
	//
	// InProgress
	//
	//    * Starting - Starting the training job.
	//
	//    * Downloading - An optional stage for algorithms that support File training
	//    input mode. It indicates that data is being downloaded to the ML storage
	//    volumes.
	//
	//    * Training - Training is in progress.
	//
	//    * Uploading - Training is complete and the model artifacts are being uploaded
	//    to the S3 location.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - Stopping the training job.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	//
	// Status is a required field
	Status *string `type:"string" required:"true" enum:"SecondaryStatus"`

	// A detailed description of the progress within a secondary status.
	//
	// Amazon SageMaker provides secondary statuses and status messages that apply
	// to each of them:
	//
	// Starting
	//
	//    * Starting the training job.
	//
	//    * Launching requested ML instances.
	//
	//    * Insufficient capacity error from EC2 while launching instances, retrying!
	//
	//    * Launched instance was unhealthy, replacing it!
	//
	//    * Preparing the instances for training.
	//
	// Training
	//
	//    * Downloading the training image.
	//
	//    * Training image download completed. Training in progress.
	//
	// Status messages are subject to change. Therefore, we recommend not including
	// them in code that programmatically initiates actions. For examples, don't
	// use status messages in if statements.
	//
	// To have an overview of your training job's progress, view TrainingJobStatus
	// and SecondaryStatus in DescribeTrainingJob, and StatusMessage together. For
	// example, at the start of a training job, you might see the following:
	//
	//    * TrainingJobStatus - InProgress
	//
	//    * SecondaryStatus - Training
	//
	//    * StatusMessage - Downloading the training image
	StatusMessage *string `type:"string"`
}

// String returns the string representation
func (s SecondaryStatusTransition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SecondaryStatusTransition) GoString() string {
	return s.String()
}

// SetEndTime sets the EndTime field's value.
func (s *SecondaryStatusTransition) SetEndTime(v time.Time) *SecondaryStatusTransition {
	s.EndTime = &v
	return s
}

// SetStartTime sets the StartTime field's value.
func (s *SecondaryStatusTransition) SetStartTime(v time.Time) *SecondaryStatusTransition {
	s.StartTime = &v
	return s
}

// SetStatus sets the Status field's value.
func (s *SecondaryStatusTransition) SetStatus(v string) *SecondaryStatusTransition {
	s.Status = &v
	return s
}

// SetStatusMessage sets the StatusMessage field's value.
func (s *SecondaryStatusTransition) SetStatusMessage(v string) *SecondaryStatusTransition {
	s.StatusMessage = &v
	return s
}

// A configuration for a shuffle option for input data in a channel. If you
// use S3Prefix for S3DataType, the results of the S3 key prefix matches are
// shuffled. If you use ManifestFile, the order of the S3 object references
// in the ManifestFile is shuffled. If you use AugmentedManifestFile, the order
// of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling
// order is determined using the Seed value.
//
// For Pipe input mode, shuffling is done at the start of every epoch. With
// large datasets, this ensures that the order of the training data is different
// for each epoch, and it helps reduce bias and possible overfitting. In a multi-node
// training job when ShuffleConfig is combined with S3DataDistributionType of
// ShardedByS3Key, the data is shuffled across nodes so that the content sent
// to a particular node on the first epoch might be sent to a different node
// on the second epoch.
type ShuffleConfig struct {
	_ struct{} `type:"structure"`

	// Determines the shuffling order in ShuffleConfig value.
	//
	// Seed is a required field
	Seed *int64 `type:"long" required:"true"`
}

// String returns the string representation
func (s ShuffleConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s ShuffleConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ShuffleConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ShuffleConfig"}
	if s.Seed == nil {
		invalidParams.Add(request.NewErrParamRequired("Seed"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetSeed sets the Seed field's value.
func (s *ShuffleConfig) SetSeed(v int64) *ShuffleConfig {
	s.Seed = &v
	return s
}

// Specifies an algorithm that was used to create the model package. The algorithm
// must be either an algorithm resource in your Amazon SageMaker account or
// an algorithm in AWS Marketplace that you are subscribed to.
type SourceAlgorithm struct {
	_ struct{} `type:"structure"`

	// The name of an algorithm that was used to create the model package. The algorithm
	// must be either an algorithm resource in your Amazon SageMaker account or
	// an algorithm in AWS Marketplace that you are subscribed to.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// The Amazon S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	ModelDataUrl *string `type:"string"`
}

// String returns the string representation
func (s SourceAlgorithm) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SourceAlgorithm) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *SourceAlgorithm) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "SourceAlgorithm"}
	if s.AlgorithmName == nil {
		invalidParams.Add(request.NewErrParamRequired("AlgorithmName"))
	}
	if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAlgorithmName sets the AlgorithmName field's value.
func (s *SourceAlgorithm) SetAlgorithmName(v string) *SourceAlgorithm {
	s.AlgorithmName = &v
	return s
}

// SetModelDataUrl sets the ModelDataUrl field's value.
func (s *SourceAlgorithm) SetModelDataUrl(v string) *SourceAlgorithm {
	s.ModelDataUrl = &v
	return s
}

// A list of algorithms that were used to create a model package.
type SourceAlgorithmSpecification struct {
	_ struct{} `type:"structure"`

	// A list of the algorithms that were used to create a model package.
	//
	// SourceAlgorithms is a required field
	SourceAlgorithms []*SourceAlgorithm `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s SourceAlgorithmSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SourceAlgorithmSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *SourceAlgorithmSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "SourceAlgorithmSpecification"}
	if s.SourceAlgorithms == nil {
		invalidParams.Add(request.NewErrParamRequired("SourceAlgorithms"))
	}
	if s.SourceAlgorithms != nil && len(s.SourceAlgorithms) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SourceAlgorithms", 1))
	}
	if s.SourceAlgorithms != nil {
		for i, v := range s.SourceAlgorithms {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SourceAlgorithms", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetSourceAlgorithms sets the SourceAlgorithms field's value.
func (s *SourceAlgorithmSpecification) SetSourceAlgorithms(v []*SourceAlgorithm) *SourceAlgorithmSpecification {
	s.SourceAlgorithms = v
	return s
}

type StartNotebookInstanceInput struct {
	_ struct{} `type:"structure"`

	// The name of the notebook instance to start.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s StartNotebookInstanceInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StartNotebookInstanceInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StartNotebookInstanceInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StartNotebookInstanceInput"}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *StartNotebookInstanceInput) SetNotebookInstanceName(v string) *StartNotebookInstanceInput {
	s.NotebookInstanceName = &v
	return s
}

type StartNotebookInstanceOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StartNotebookInstanceOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StartNotebookInstanceOutput) GoString() string {
	return s.String()
}

type StopCompilationJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the model compilation job to stop.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s StopCompilationJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopCompilationJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StopCompilationJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StopCompilationJobInput"}
	if s.CompilationJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("CompilationJobName"))
	}
	if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CompilationJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCompilationJobName sets the CompilationJobName field's value.
func (s *StopCompilationJobInput) SetCompilationJobName(v string) *StopCompilationJobInput {
	s.CompilationJobName = &v
	return s
}

type StopCompilationJobOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StopCompilationJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopCompilationJobOutput) GoString() string {
	return s.String()
}

type StopHyperParameterTuningJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the tuning job to stop.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s StopHyperParameterTuningJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopHyperParameterTuningJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StopHyperParameterTuningJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StopHyperParameterTuningJobInput"}
	if s.HyperParameterTuningJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName"))
	}
	if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.
func (s *StopHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *StopHyperParameterTuningJobInput {
	s.HyperParameterTuningJobName = &v
	return s
}

type StopHyperParameterTuningJobOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StopHyperParameterTuningJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopHyperParameterTuningJobOutput) GoString() string {
	return s.String()
}

type StopLabelingJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the labeling job to stop.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s StopLabelingJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopLabelingJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StopLabelingJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StopLabelingJobInput"}
	if s.LabelingJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("LabelingJobName"))
	}
	if s.LabelingJobName != nil && len(*s.LabelingJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("LabelingJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetLabelingJobName sets the LabelingJobName field's value.
func (s *StopLabelingJobInput) SetLabelingJobName(v string) *StopLabelingJobInput {
	s.LabelingJobName = &v
	return s
}

type StopLabelingJobOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StopLabelingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopLabelingJobOutput) GoString() string {
	return s.String()
}

type StopNotebookInstanceInput struct {
	_ struct{} `type:"structure"`

	// The name of the notebook instance to terminate.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s StopNotebookInstanceInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopNotebookInstanceInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StopNotebookInstanceInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StopNotebookInstanceInput"}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *StopNotebookInstanceInput) SetNotebookInstanceName(v string) *StopNotebookInstanceInput {
	s.NotebookInstanceName = &v
	return s
}

type StopNotebookInstanceOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StopNotebookInstanceOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopNotebookInstanceOutput) GoString() string {
	return s.String()
}

type StopTrainingJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the training job to stop.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s StopTrainingJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopTrainingJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StopTrainingJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StopTrainingJobInput"}
	if s.TrainingJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingJobName"))
	}
	if s.TrainingJobName != nil && len(*s.TrainingJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TrainingJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *StopTrainingJobInput) SetTrainingJobName(v string) *StopTrainingJobInput {
	s.TrainingJobName = &v
	return s
}

type StopTrainingJobOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StopTrainingJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopTrainingJobOutput) GoString() string {
	return s.String()
}

type StopTransformJobInput struct {
	_ struct{} `type:"structure"`

	// The name of the transform job to stop.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s StopTransformJobInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopTransformJobInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StopTransformJobInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StopTransformJobInput"}
	if s.TransformJobName == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformJobName"))
	}
	if s.TransformJobName != nil && len(*s.TransformJobName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TransformJobName", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetTransformJobName sets the TransformJobName field's value.
func (s *StopTransformJobInput) SetTransformJobName(v string) *StopTransformJobInput {
	s.TransformJobName = &v
	return s
}

type StopTransformJobOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s StopTransformJobOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StopTransformJobOutput) GoString() string {
	return s.String()
}

// Specifies a limit to how long a model training or compilation job can run.
// It also specifies how long you are willing to wait for a managed spot training
// job to complete. When the job reaches the time limit, Amazon SageMaker ends
// the training or compilation job. Use this API to cap model training costs.
//
// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
// delays job termination for 120 seconds. Algorithms can use this 120-second
// window to save the model artifacts, so the results of training are not lost.
//
// The training algorithms provided by Amazon SageMaker automatically save the
// intermediate results of a model training job when possible. This attempt
// to save artifacts is only a best effort case as model might not be in a state
// from which it can be saved. For example, if training has just started, the
// model might not be ready to save. When saved, this intermediate data is a
// valid model artifact. You can use it to create a model with CreateModel.
//
// The Neural Topic Model (NTM) currently does not support saving intermediate
// model artifacts. When training NTMs, make sure that the maximum runtime is
// sufficient for the training job to complete.
type StoppingCondition struct {
	_ struct{} `type:"structure"`

	// The maximum length of time, in seconds, that the training or compilation
	// job can run. If job does not complete during this time, Amazon SageMaker
	// ends the job. If value is not specified, default value is 1 day. The maximum
	// value is 28 days.
	MaxRuntimeInSeconds *int64 `min:"1" type:"integer"`

	// The maximum length of time, in seconds, how long you are willing to wait
	// for a managed spot training job to complete. It is the amount of time spent
	// waiting for Spot capacity plus the amount of time the training job runs.
	// It must be equal to or greater than MaxRuntimeInSeconds.
	MaxWaitTimeInSeconds *int64 `min:"1" type:"integer"`
}

// String returns the string representation
func (s StoppingCondition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s StoppingCondition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *StoppingCondition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "StoppingCondition"}
	if s.MaxRuntimeInSeconds != nil && *s.MaxRuntimeInSeconds < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxRuntimeInSeconds", 1))
	}
	if s.MaxWaitTimeInSeconds != nil && *s.MaxWaitTimeInSeconds < 1 {
		invalidParams.Add(request.NewErrParamMinValue("MaxWaitTimeInSeconds", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMaxRuntimeInSeconds sets the MaxRuntimeInSeconds field's value.
func (s *StoppingCondition) SetMaxRuntimeInSeconds(v int64) *StoppingCondition {
	s.MaxRuntimeInSeconds = &v
	return s
}

// SetMaxWaitTimeInSeconds sets the MaxWaitTimeInSeconds field's value.
func (s *StoppingCondition) SetMaxWaitTimeInSeconds(v int64) *StoppingCondition {
	s.MaxWaitTimeInSeconds = &v
	return s
}

// Describes a work team of a vendor that does the a labelling job.
type SubscribedWorkteam struct {
	_ struct{} `type:"structure"`

	ListingId *string `type:"string"`

	// The description of the vendor from the Amazon Marketplace.
	MarketplaceDescription *string `min:"1" type:"string"`

	// The title of the service provided by the vendor in the Amazon Marketplace.
	MarketplaceTitle *string `min:"1" type:"string"`

	// The name of the vendor in the Amazon Marketplace.
	SellerName *string `type:"string"`

	// The Amazon Resource Name (ARN) of the vendor that you have subscribed.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
}

// String returns the string representation
func (s SubscribedWorkteam) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SubscribedWorkteam) GoString() string {
	return s.String()
}

// SetListingId sets the ListingId field's value.
func (s *SubscribedWorkteam) SetListingId(v string) *SubscribedWorkteam {
	s.ListingId = &v
	return s
}

// SetMarketplaceDescription sets the MarketplaceDescription field's value.
func (s *SubscribedWorkteam) SetMarketplaceDescription(v string) *SubscribedWorkteam {
	s.MarketplaceDescription = &v
	return s
}

// SetMarketplaceTitle sets the MarketplaceTitle field's value.
func (s *SubscribedWorkteam) SetMarketplaceTitle(v string) *SubscribedWorkteam {
	s.MarketplaceTitle = &v
	return s
}

// SetSellerName sets the SellerName field's value.
func (s *SubscribedWorkteam) SetSellerName(v string) *SubscribedWorkteam {
	s.SellerName = &v
	return s
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *SubscribedWorkteam) SetWorkteamArn(v string) *SubscribedWorkteam {
	s.WorkteamArn = &v
	return s
}

// Limits the property names that are included in the response.
type SuggestionQuery struct {
	_ struct{} `type:"structure"`

	// A type of SuggestionQuery. Defines a property name hint. Only property names
	// that match the specified hint are included in the response.
	PropertyNameQuery *PropertyNameQuery `type:"structure"`
}

// String returns the string representation
func (s SuggestionQuery) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s SuggestionQuery) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *SuggestionQuery) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "SuggestionQuery"}
	if s.PropertyNameQuery != nil {
		if err := s.PropertyNameQuery.Validate(); err != nil {
			invalidParams.AddNested("PropertyNameQuery", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetPropertyNameQuery sets the PropertyNameQuery field's value.
func (s *SuggestionQuery) SetPropertyNameQuery(v *PropertyNameQuery) *SuggestionQuery {
	s.PropertyNameQuery = v
	return s
}

// Describes a tag.
type Tag struct {
	_ struct{} `type:"structure"`

	// The tag key.
	//
	// Key is a required field
	Key *string `min:"1" type:"string" required:"true"`

	// The tag value.
	//
	// Value is a required field
	Value *string `type:"string" required:"true"`
}

// String returns the string representation
func (s Tag) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s Tag) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *Tag) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "Tag"}
	if s.Key == nil {
		invalidParams.Add(request.NewErrParamRequired("Key"))
	}
	if s.Key != nil && len(*s.Key) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Key", 1))
	}
	if s.Value == nil {
		invalidParams.Add(request.NewErrParamRequired("Value"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetKey sets the Key field's value.
func (s *Tag) SetKey(v string) *Tag {
	s.Key = &v
	return s
}

// SetValue sets the Value field's value.
func (s *Tag) SetValue(v string) *Tag {
	s.Value = &v
	return s
}

// Contains information about a training job.
type TrainingJob struct {
	_ struct{} `type:"structure"`

	// Information about the algorithm used for training, and algorithm metadata.
	AlgorithmSpecification *AlgorithmSpecification `type:"structure"`

	// A timestamp that indicates when the training job was created.
	CreationTime *time.Time `type:"timestamp"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// If the TrainingJob was created with network isolation, the value is set to
	// true. If network isolation is enabled, nodes can't communicate beyond the
	// VPC they run in.
	EnableNetworkIsolation *bool `type:"boolean"`

	// If the training job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// A list of final metric values that are set when the training job completes.
	// Used only if the training job was configured to use metrics.
	FinalMetricDataList []*MetricData `type:"list"`

	// Algorithm-specific parameters.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects that describes each data input channel.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// The Amazon Resource Name (ARN) of the labeling job.
	LabelingJobArn *string `type:"string"`

	// A timestamp that indicates when the status of the training job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Information about the Amazon S3 location that is configured for storing model
	// artifacts.
	ModelArtifacts *ModelArtifacts `type:"structure"`

	// The S3 path where model artifacts that you configured when creating the job
	// are stored. Amazon SageMaker creates subfolders for model artifacts.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// Resources, including ML compute instances and ML storage volumes, that are
	// configured for model training.
	ResourceConfig *ResourceConfig `type:"structure"`

	// The AWS Identity and Access Management (IAM) role configured for the training
	// job.
	RoleArn *string `min:"20" type:"string"`

	// Provides detailed information about the state of the training job. For detailed
	// information about the secondary status of the training job, see StatusMessage
	// under SecondaryStatusTransition.
	//
	// Amazon SageMaker provides primary statuses and secondary statuses that apply
	// to each of them:
	//
	// InProgress
	//
	//    * Starting - Starting the training job.
	//
	//    * Downloading - An optional stage for algorithms that support File training
	//    input mode. It indicates that data is being downloaded to the ML storage
	//    volumes.
	//
	//    * Training - Training is in progress.
	//
	//    * Uploading - Training is complete and the model artifacts are being uploaded
	//    to the S3 location.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - Stopping the training job.
	//
	// Valid values for SecondaryStatus are subject to change.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	SecondaryStatus *string `type:"string" enum:"SecondaryStatus"`

	// A history of all of the secondary statuses that the training job has transitioned
	// through.
	SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"`

	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	StoppingCondition *StoppingCondition `type:"structure"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// Indicates the time when the training job ends on training instances. You
	// are billed for the time interval between the value of TrainingStartTime and
	// this time. For successful jobs and stopped jobs, this is the time after model
	// artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker
	// detects a job failure.
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	TrainingJobArn *string `type:"string"`

	// The name of the training job.
	TrainingJobName *string `min:"1" type:"string"`

	// The status of the training job.
	//
	// Training job statuses are:
	//
	//    * InProgress - The training is in progress.
	//
	//    * Completed - The training job has completed.
	//
	//    * Failed - The training job has failed. To see the reason for the failure,
	//    see the FailureReason field in the response to a DescribeTrainingJobResponse
	//    call.
	//
	//    * Stopping - The training job is stopping.
	//
	//    * Stopped - The training job has stopped.
	//
	// For more detailed information, see SecondaryStatus.
	TrainingJobStatus *string `type:"string" enum:"TrainingJobStatus"`

	// Indicates the time when the training job starts on training instances. You
	// are billed for the time interval between this time and the value of TrainingEndTime.
	// The start time in CloudWatch Logs might be later than this time. The difference
	// is due to the time it takes to download the training data and to the size
	// of the training container.
	TrainingStartTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the associated hyperparameter tuning job
	// if the training job was launched by a hyperparameter tuning job.
	TuningJobArn *string `type:"string"`

	// A VpcConfig object that specifies the VPC that this training job has access
	// to. For more information, see Protect Training Jobs by Using an Amazon Virtual
	// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
}

// String returns the string representation
func (s TrainingJob) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TrainingJob) GoString() string {
	return s.String()
}

// SetAlgorithmSpecification sets the AlgorithmSpecification field's value.
func (s *TrainingJob) SetAlgorithmSpecification(v *AlgorithmSpecification) *TrainingJob {
	s.AlgorithmSpecification = v
	return s
}

// SetCreationTime sets the CreationTime field's value.
func (s *TrainingJob) SetCreationTime(v time.Time) *TrainingJob {
	s.CreationTime = &v
	return s
}

// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.
func (s *TrainingJob) SetEnableInterContainerTrafficEncryption(v bool) *TrainingJob {
	s.EnableInterContainerTrafficEncryption = &v
	return s
}

// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.
func (s *TrainingJob) SetEnableNetworkIsolation(v bool) *TrainingJob {
	s.EnableNetworkIsolation = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *TrainingJob) SetFailureReason(v string) *TrainingJob {
	s.FailureReason = &v
	return s
}

// SetFinalMetricDataList sets the FinalMetricDataList field's value.
func (s *TrainingJob) SetFinalMetricDataList(v []*MetricData) *TrainingJob {
	s.FinalMetricDataList = v
	return s
}

// SetHyperParameters sets the HyperParameters field's value.
func (s *TrainingJob) SetHyperParameters(v map[string]*string) *TrainingJob {
	s.HyperParameters = v
	return s
}

// SetInputDataConfig sets the InputDataConfig field's value.
func (s *TrainingJob) SetInputDataConfig(v []*Channel) *TrainingJob {
	s.InputDataConfig = v
	return s
}

// SetLabelingJobArn sets the LabelingJobArn field's value.
func (s *TrainingJob) SetLabelingJobArn(v string) *TrainingJob {
	s.LabelingJobArn = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *TrainingJob) SetLastModifiedTime(v time.Time) *TrainingJob {
	s.LastModifiedTime = &v
	return s
}

// SetModelArtifacts sets the ModelArtifacts field's value.
func (s *TrainingJob) SetModelArtifacts(v *ModelArtifacts) *TrainingJob {
	s.ModelArtifacts = v
	return s
}

// SetOutputDataConfig sets the OutputDataConfig field's value.
func (s *TrainingJob) SetOutputDataConfig(v *OutputDataConfig) *TrainingJob {
	s.OutputDataConfig = v
	return s
}

// SetResourceConfig sets the ResourceConfig field's value.
func (s *TrainingJob) SetResourceConfig(v *ResourceConfig) *TrainingJob {
	s.ResourceConfig = v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *TrainingJob) SetRoleArn(v string) *TrainingJob {
	s.RoleArn = &v
	return s
}

// SetSecondaryStatus sets the SecondaryStatus field's value.
func (s *TrainingJob) SetSecondaryStatus(v string) *TrainingJob {
	s.SecondaryStatus = &v
	return s
}

// SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value.
func (s *TrainingJob) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *TrainingJob {
	s.SecondaryStatusTransitions = v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *TrainingJob) SetStoppingCondition(v *StoppingCondition) *TrainingJob {
	s.StoppingCondition = v
	return s
}

// SetTags sets the Tags field's value.
func (s *TrainingJob) SetTags(v []*Tag) *TrainingJob {
	s.Tags = v
	return s
}

// SetTrainingEndTime sets the TrainingEndTime field's value.
func (s *TrainingJob) SetTrainingEndTime(v time.Time) *TrainingJob {
	s.TrainingEndTime = &v
	return s
}

// SetTrainingJobArn sets the TrainingJobArn field's value.
func (s *TrainingJob) SetTrainingJobArn(v string) *TrainingJob {
	s.TrainingJobArn = &v
	return s
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *TrainingJob) SetTrainingJobName(v string) *TrainingJob {
	s.TrainingJobName = &v
	return s
}

// SetTrainingJobStatus sets the TrainingJobStatus field's value.
func (s *TrainingJob) SetTrainingJobStatus(v string) *TrainingJob {
	s.TrainingJobStatus = &v
	return s
}

// SetTrainingStartTime sets the TrainingStartTime field's value.
func (s *TrainingJob) SetTrainingStartTime(v time.Time) *TrainingJob {
	s.TrainingStartTime = &v
	return s
}

// SetTuningJobArn sets the TuningJobArn field's value.
func (s *TrainingJob) SetTuningJobArn(v string) *TrainingJob {
	s.TuningJobArn = &v
	return s
}

// SetVpcConfig sets the VpcConfig field's value.
func (s *TrainingJob) SetVpcConfig(v *VpcConfig) *TrainingJob {
	s.VpcConfig = v
	return s
}

// Defines the input needed to run a training job using the algorithm.
type TrainingJobDefinition struct {
	_ struct{} `type:"structure"`

	// The hyperparameters used for the training job.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects, each of which specifies an input source.
	//
	// InputDataConfig is a required field
	InputDataConfig []*Channel `min:"1" type:"list" required:"true"`

	// the path to the S3 bucket where you want to store model artifacts. Amazon
	// SageMaker creates subfolders for the artifacts.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// The resources, including the ML compute instances and ML storage volumes,
	// to use for model training.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms can use this 120-second
	// window to save the model artifacts.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// The input mode used by the algorithm for the training job. For the input
	// modes that Amazon SageMaker algorithms support, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	//
	// If an algorithm supports the File input mode, Amazon SageMaker downloads
	// the training data from S3 to the provisioned ML storage Volume, and mounts
	// the directory to docker volume for training container. If an algorithm supports
	// the Pipe input mode, Amazon SageMaker streams data directly from S3 to the
	// container.
	//
	// TrainingInputMode is a required field
	TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
}

// String returns the string representation
func (s TrainingJobDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TrainingJobDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TrainingJobDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TrainingJobDefinition"}
	if s.InputDataConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("InputDataConfig"))
	}
	if s.InputDataConfig != nil && len(s.InputDataConfig) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("InputDataConfig", 1))
	}
	if s.OutputDataConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("OutputDataConfig"))
	}
	if s.ResourceConfig == nil {
		invalidParams.Add(request.NewErrParamRequired("ResourceConfig"))
	}
	if s.StoppingCondition == nil {
		invalidParams.Add(request.NewErrParamRequired("StoppingCondition"))
	}
	if s.TrainingInputMode == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingInputMode"))
	}
	if s.InputDataConfig != nil {
		for i, v := range s.InputDataConfig {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "InputDataConfig", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.OutputDataConfig != nil {
		if err := s.OutputDataConfig.Validate(); err != nil {
			invalidParams.AddNested("OutputDataConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.ResourceConfig != nil {
		if err := s.ResourceConfig.Validate(); err != nil {
			invalidParams.AddNested("ResourceConfig", err.(request.ErrInvalidParams))
		}
	}
	if s.StoppingCondition != nil {
		if err := s.StoppingCondition.Validate(); err != nil {
			invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetHyperParameters sets the HyperParameters field's value.
func (s *TrainingJobDefinition) SetHyperParameters(v map[string]*string) *TrainingJobDefinition {
	s.HyperParameters = v
	return s
}

// SetInputDataConfig sets the InputDataConfig field's value.
func (s *TrainingJobDefinition) SetInputDataConfig(v []*Channel) *TrainingJobDefinition {
	s.InputDataConfig = v
	return s
}

// SetOutputDataConfig sets the OutputDataConfig field's value.
func (s *TrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *TrainingJobDefinition {
	s.OutputDataConfig = v
	return s
}

// SetResourceConfig sets the ResourceConfig field's value.
func (s *TrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *TrainingJobDefinition {
	s.ResourceConfig = v
	return s
}

// SetStoppingCondition sets the StoppingCondition field's value.
func (s *TrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *TrainingJobDefinition {
	s.StoppingCondition = v
	return s
}

// SetTrainingInputMode sets the TrainingInputMode field's value.
func (s *TrainingJobDefinition) SetTrainingInputMode(v string) *TrainingJobDefinition {
	s.TrainingInputMode = &v
	return s
}

// The numbers of training jobs launched by a hyperparameter tuning job, categorized
// by status.
type TrainingJobStatusCounters struct {
	_ struct{} `type:"structure"`

	// The number of completed training jobs launched by the hyperparameter tuning
	// job.
	Completed *int64 `type:"integer"`

	// The number of in-progress training jobs launched by a hyperparameter tuning
	// job.
	InProgress *int64 `type:"integer"`

	// The number of training jobs that failed and can't be retried. A failed training
	// job can't be retried if it failed because a client error occurred.
	NonRetryableError *int64 `type:"integer"`

	// The number of training jobs that failed, but can be retried. A failed training
	// job can be retried only if it failed because an internal service error occurred.
	RetryableError *int64 `type:"integer"`

	// The number of training jobs launched by a hyperparameter tuning job that
	// were manually stopped.
	Stopped *int64 `type:"integer"`
}

// String returns the string representation
func (s TrainingJobStatusCounters) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TrainingJobStatusCounters) GoString() string {
	return s.String()
}

// SetCompleted sets the Completed field's value.
func (s *TrainingJobStatusCounters) SetCompleted(v int64) *TrainingJobStatusCounters {
	s.Completed = &v
	return s
}

// SetInProgress sets the InProgress field's value.
func (s *TrainingJobStatusCounters) SetInProgress(v int64) *TrainingJobStatusCounters {
	s.InProgress = &v
	return s
}

// SetNonRetryableError sets the NonRetryableError field's value.
func (s *TrainingJobStatusCounters) SetNonRetryableError(v int64) *TrainingJobStatusCounters {
	s.NonRetryableError = &v
	return s
}

// SetRetryableError sets the RetryableError field's value.
func (s *TrainingJobStatusCounters) SetRetryableError(v int64) *TrainingJobStatusCounters {
	s.RetryableError = &v
	return s
}

// SetStopped sets the Stopped field's value.
func (s *TrainingJobStatusCounters) SetStopped(v int64) *TrainingJobStatusCounters {
	s.Stopped = &v
	return s
}

// Provides summary information about a training job.
type TrainingJobSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the training job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Timestamp when the training job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// A timestamp that shows when the training job ended. This field is set only
	// if the training job has one of the terminal statuses (Completed, Failed,
	// or Stopped).
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`

	// The name of the training job that you want a summary for.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// The status of the training job.
	//
	// TrainingJobStatus is a required field
	TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`
}

// String returns the string representation
func (s TrainingJobSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TrainingJobSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *TrainingJobSummary) SetCreationTime(v time.Time) *TrainingJobSummary {
	s.CreationTime = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *TrainingJobSummary) SetLastModifiedTime(v time.Time) *TrainingJobSummary {
	s.LastModifiedTime = &v
	return s
}

// SetTrainingEndTime sets the TrainingEndTime field's value.
func (s *TrainingJobSummary) SetTrainingEndTime(v time.Time) *TrainingJobSummary {
	s.TrainingEndTime = &v
	return s
}

// SetTrainingJobArn sets the TrainingJobArn field's value.
func (s *TrainingJobSummary) SetTrainingJobArn(v string) *TrainingJobSummary {
	s.TrainingJobArn = &v
	return s
}

// SetTrainingJobName sets the TrainingJobName field's value.
func (s *TrainingJobSummary) SetTrainingJobName(v string) *TrainingJobSummary {
	s.TrainingJobName = &v
	return s
}

// SetTrainingJobStatus sets the TrainingJobStatus field's value.
func (s *TrainingJobSummary) SetTrainingJobStatus(v string) *TrainingJobSummary {
	s.TrainingJobStatus = &v
	return s
}

// Defines how the algorithm is used for a training job.
type TrainingSpecification struct {
	_ struct{} `type:"structure"`

	// A list of MetricDefinition objects, which are used for parsing metrics generated
	// by the algorithm.
	MetricDefinitions []*MetricDefinition `type:"list"`

	// A list of the HyperParameterSpecification objects, that define the supported
	// hyperparameters. This is required if the algorithm supports automatic model
	// tuning.>
	SupportedHyperParameters []*HyperParameterSpecification `type:"list"`

	// A list of the instance types that this algorithm can use for training.
	//
	// SupportedTrainingInstanceTypes is a required field
	SupportedTrainingInstanceTypes []*string `type:"list" required:"true"`

	// A list of the metrics that the algorithm emits that can be used as the objective
	// metric in a hyperparameter tuning job.
	SupportedTuningJobObjectiveMetrics []*HyperParameterTuningJobObjective `type:"list"`

	// Indicates whether the algorithm supports distributed training. If set to
	// false, buyers can’t request more than one instance during training.
	SupportsDistributedTraining *bool `type:"boolean"`

	// A list of ChannelSpecification objects, which specify the input sources to
	// be used by the algorithm.
	//
	// TrainingChannels is a required field
	TrainingChannels []*ChannelSpecification `min:"1" type:"list" required:"true"`

	// The Amazon ECR registry path of the Docker image that contains the training
	// algorithm.
	//
	// TrainingImage is a required field
	TrainingImage *string `type:"string" required:"true"`

	// An MD5 hash of the training algorithm that identifies the Docker image used
	// for training.
	TrainingImageDigest *string `type:"string"`
}

// String returns the string representation
func (s TrainingSpecification) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TrainingSpecification) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TrainingSpecification) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TrainingSpecification"}
	if s.SupportedTrainingInstanceTypes == nil {
		invalidParams.Add(request.NewErrParamRequired("SupportedTrainingInstanceTypes"))
	}
	if s.TrainingChannels == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingChannels"))
	}
	if s.TrainingChannels != nil && len(s.TrainingChannels) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TrainingChannels", 1))
	}
	if s.TrainingImage == nil {
		invalidParams.Add(request.NewErrParamRequired("TrainingImage"))
	}
	if s.MetricDefinitions != nil {
		for i, v := range s.MetricDefinitions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricDefinitions", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.SupportedHyperParameters != nil {
		for i, v := range s.SupportedHyperParameters {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SupportedHyperParameters", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.SupportedTuningJobObjectiveMetrics != nil {
		for i, v := range s.SupportedTuningJobObjectiveMetrics {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SupportedTuningJobObjectiveMetrics", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.TrainingChannels != nil {
		for i, v := range s.TrainingChannels {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "TrainingChannels", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetMetricDefinitions sets the MetricDefinitions field's value.
func (s *TrainingSpecification) SetMetricDefinitions(v []*MetricDefinition) *TrainingSpecification {
	s.MetricDefinitions = v
	return s
}

// SetSupportedHyperParameters sets the SupportedHyperParameters field's value.
func (s *TrainingSpecification) SetSupportedHyperParameters(v []*HyperParameterSpecification) *TrainingSpecification {
	s.SupportedHyperParameters = v
	return s
}

// SetSupportedTrainingInstanceTypes sets the SupportedTrainingInstanceTypes field's value.
func (s *TrainingSpecification) SetSupportedTrainingInstanceTypes(v []*string) *TrainingSpecification {
	s.SupportedTrainingInstanceTypes = v
	return s
}

// SetSupportedTuningJobObjectiveMetrics sets the SupportedTuningJobObjectiveMetrics field's value.
func (s *TrainingSpecification) SetSupportedTuningJobObjectiveMetrics(v []*HyperParameterTuningJobObjective) *TrainingSpecification {
	s.SupportedTuningJobObjectiveMetrics = v
	return s
}

// SetSupportsDistributedTraining sets the SupportsDistributedTraining field's value.
func (s *TrainingSpecification) SetSupportsDistributedTraining(v bool) *TrainingSpecification {
	s.SupportsDistributedTraining = &v
	return s
}

// SetTrainingChannels sets the TrainingChannels field's value.
func (s *TrainingSpecification) SetTrainingChannels(v []*ChannelSpecification) *TrainingSpecification {
	s.TrainingChannels = v
	return s
}

// SetTrainingImage sets the TrainingImage field's value.
func (s *TrainingSpecification) SetTrainingImage(v string) *TrainingSpecification {
	s.TrainingImage = &v
	return s
}

// SetTrainingImageDigest sets the TrainingImageDigest field's value.
func (s *TrainingSpecification) SetTrainingImageDigest(v string) *TrainingSpecification {
	s.TrainingImageDigest = &v
	return s
}

// Describes the location of the channel data.
type TransformDataSource struct {
	_ struct{} `type:"structure"`

	// The S3 location of the data source that is associated with a channel.
	//
	// S3DataSource is a required field
	S3DataSource *TransformS3DataSource `type:"structure" required:"true"`
}

// String returns the string representation
func (s TransformDataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformDataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TransformDataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TransformDataSource"}
	if s.S3DataSource == nil {
		invalidParams.Add(request.NewErrParamRequired("S3DataSource"))
	}
	if s.S3DataSource != nil {
		if err := s.S3DataSource.Validate(); err != nil {
			invalidParams.AddNested("S3DataSource", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetS3DataSource sets the S3DataSource field's value.
func (s *TransformDataSource) SetS3DataSource(v *TransformS3DataSource) *TransformDataSource {
	s.S3DataSource = v
	return s
}

// Describes the input source of a transform job and the way the transform job
// consumes it.
type TransformInput struct {
	_ struct{} `type:"structure"`

	// If your transform data is compressed, specify the compression type. Amazon
	// SageMaker automatically decompresses the data for the transform job accordingly.
	// The default value is None.
	CompressionType *string `type:"string" enum:"CompressionType"`

	// The multipurpose internet mail extension (MIME) type of the data. Amazon
	// SageMaker uses the MIME type with each http call to transfer data to the
	// transform job.
	ContentType *string `type:"string"`

	// Describes the location of the channel data, which is, the S3 location of
	// the input data that the model can consume.
	//
	// DataSource is a required field
	DataSource *TransformDataSource `type:"structure" required:"true"`

	// The method to use to split the transform job's data files into smaller batches.
	// Splitting is necessary when the total size of each object is too large to
	// fit in a single request. You can also use data splitting to improve performance
	// by processing multiple concurrent mini-batches. The default value for SplitType
	// is None, which indicates that input data files are not split, and request
	// payloads contain the entire contents of an input object. Set the value of
	// this parameter to Line to split records on a newline character boundary.
	// SplitType also supports a number of record-oriented binary data formats.
	//
	// When splitting is enabled, the size of a mini-batch depends on the values
	// of the BatchStrategy and MaxPayloadInMB parameters. When the value of BatchStrategy
	// is MultiRecord, Amazon SageMaker sends the maximum number of records in each
	// request, up to the MaxPayloadInMB limit. If the value of BatchStrategy is
	// SingleRecord, Amazon SageMaker sends individual records in each request.
	//
	// Some data formats represent a record as a binary payload wrapped with extra
	// padding bytes. When splitting is applied to a binary data format, padding
	// is removed if the value of BatchStrategy is set to SingleRecord. Padding
	// is not removed if the value of BatchStrategy is set to MultiRecord.
	//
	// For more information about the RecordIO, see Data Format (http://mxnet.io/architecture/note_data_loading.html#data-format)
	// in the MXNet documentation. For more information about the TFRecord, see
	// Consuming TFRecord data (https://www.tensorflow.org/guide/datasets#consuming_tfrecord_data)
	// in the TensorFlow documentation.
	SplitType *string `type:"string" enum:"SplitType"`
}

// String returns the string representation
func (s TransformInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TransformInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TransformInput"}
	if s.DataSource == nil {
		invalidParams.Add(request.NewErrParamRequired("DataSource"))
	}
	if s.DataSource != nil {
		if err := s.DataSource.Validate(); err != nil {
			invalidParams.AddNested("DataSource", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCompressionType sets the CompressionType field's value.
func (s *TransformInput) SetCompressionType(v string) *TransformInput {
	s.CompressionType = &v
	return s
}

// SetContentType sets the ContentType field's value.
func (s *TransformInput) SetContentType(v string) *TransformInput {
	s.ContentType = &v
	return s
}

// SetDataSource sets the DataSource field's value.
func (s *TransformInput) SetDataSource(v *TransformDataSource) *TransformInput {
	s.DataSource = v
	return s
}

// SetSplitType sets the SplitType field's value.
func (s *TransformInput) SetSplitType(v string) *TransformInput {
	s.SplitType = &v
	return s
}

// Defines the input needed to run a transform job using the inference specification
// specified in the algorithm.
type TransformJobDefinition struct {
	_ struct{} `type:"structure"`

	// A string that determines the number of records included in a single mini-batch.
	//
	// SingleRecord means only one record is used per mini-batch. MultiRecord means
	// a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB
	// limit.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// The environment variables to set in the Docker container. We support up to
	// 16 key and values entries in the map.
	Environment map[string]*string `type:"map"`

	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. The default value is 1.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum payload size allowed, in MB. A payload is the data portion of
	// a record (without metadata).
	MaxPayloadInMB *int64 `type:"integer"`

	// A description of the input source and the way the transform job consumes
	// it.
	//
	// TransformInput is a required field
	TransformInput *TransformInput `type:"structure" required:"true"`

	// Identifies the Amazon S3 location where you want Amazon SageMaker to save
	// the results from the transform job.
	//
	// TransformOutput is a required field
	TransformOutput *TransformOutput `type:"structure" required:"true"`

	// Identifies the ML compute instances for the transform job.
	//
	// TransformResources is a required field
	TransformResources *TransformResources `type:"structure" required:"true"`
}

// String returns the string representation
func (s TransformJobDefinition) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformJobDefinition) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TransformJobDefinition) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TransformJobDefinition"}
	if s.TransformInput == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformInput"))
	}
	if s.TransformOutput == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformOutput"))
	}
	if s.TransformResources == nil {
		invalidParams.Add(request.NewErrParamRequired("TransformResources"))
	}
	if s.TransformInput != nil {
		if err := s.TransformInput.Validate(); err != nil {
			invalidParams.AddNested("TransformInput", err.(request.ErrInvalidParams))
		}
	}
	if s.TransformOutput != nil {
		if err := s.TransformOutput.Validate(); err != nil {
			invalidParams.AddNested("TransformOutput", err.(request.ErrInvalidParams))
		}
	}
	if s.TransformResources != nil {
		if err := s.TransformResources.Validate(); err != nil {
			invalidParams.AddNested("TransformResources", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetBatchStrategy sets the BatchStrategy field's value.
func (s *TransformJobDefinition) SetBatchStrategy(v string) *TransformJobDefinition {
	s.BatchStrategy = &v
	return s
}

// SetEnvironment sets the Environment field's value.
func (s *TransformJobDefinition) SetEnvironment(v map[string]*string) *TransformJobDefinition {
	s.Environment = v
	return s
}

// SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.
func (s *TransformJobDefinition) SetMaxConcurrentTransforms(v int64) *TransformJobDefinition {
	s.MaxConcurrentTransforms = &v
	return s
}

// SetMaxPayloadInMB sets the MaxPayloadInMB field's value.
func (s *TransformJobDefinition) SetMaxPayloadInMB(v int64) *TransformJobDefinition {
	s.MaxPayloadInMB = &v
	return s
}

// SetTransformInput sets the TransformInput field's value.
func (s *TransformJobDefinition) SetTransformInput(v *TransformInput) *TransformJobDefinition {
	s.TransformInput = v
	return s
}

// SetTransformOutput sets the TransformOutput field's value.
func (s *TransformJobDefinition) SetTransformOutput(v *TransformOutput) *TransformJobDefinition {
	s.TransformOutput = v
	return s
}

// SetTransformResources sets the TransformResources field's value.
func (s *TransformJobDefinition) SetTransformResources(v *TransformResources) *TransformJobDefinition {
	s.TransformResources = v
	return s
}

// Provides a summary of a transform job. Multiple TransformJobSummary objects
// are returned as a list after in response to a ListTransformJobs call.
type TransformJobSummary struct {
	_ struct{} `type:"structure"`

	// A timestamp that shows when the transform Job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the transform job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// Indicates when the transform job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Indicates when the transform job ends on compute instances. For successful
	// jobs and stopped jobs, this is the exact time recorded after the results
	// are uploaded. For failed jobs, this is when Amazon SageMaker detected that
	// the job failed.
	TransformEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the transform job.
	//
	// TransformJobArn is a required field
	TransformJobArn *string `type:"string" required:"true"`

	// The name of the transform job.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`

	// The status of the transform job.
	//
	// TransformJobStatus is a required field
	TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"`
}

// String returns the string representation
func (s TransformJobSummary) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformJobSummary) GoString() string {
	return s.String()
}

// SetCreationTime sets the CreationTime field's value.
func (s *TransformJobSummary) SetCreationTime(v time.Time) *TransformJobSummary {
	s.CreationTime = &v
	return s
}

// SetFailureReason sets the FailureReason field's value.
func (s *TransformJobSummary) SetFailureReason(v string) *TransformJobSummary {
	s.FailureReason = &v
	return s
}

// SetLastModifiedTime sets the LastModifiedTime field's value.
func (s *TransformJobSummary) SetLastModifiedTime(v time.Time) *TransformJobSummary {
	s.LastModifiedTime = &v
	return s
}

// SetTransformEndTime sets the TransformEndTime field's value.
func (s *TransformJobSummary) SetTransformEndTime(v time.Time) *TransformJobSummary {
	s.TransformEndTime = &v
	return s
}

// SetTransformJobArn sets the TransformJobArn field's value.
func (s *TransformJobSummary) SetTransformJobArn(v string) *TransformJobSummary {
	s.TransformJobArn = &v
	return s
}

// SetTransformJobName sets the TransformJobName field's value.
func (s *TransformJobSummary) SetTransformJobName(v string) *TransformJobSummary {
	s.TransformJobName = &v
	return s
}

// SetTransformJobStatus sets the TransformJobStatus field's value.
func (s *TransformJobSummary) SetTransformJobStatus(v string) *TransformJobSummary {
	s.TransformJobStatus = &v
	return s
}

// Describes the results of a transform job.
type TransformOutput struct {
	_ struct{} `type:"structure"`

	// The MIME type used to specify the output data. Amazon SageMaker uses the
	// MIME type with each http call to transfer data from the transform job.
	Accept *string `type:"string"`

	// Defines how to assemble the results of the transform job as a single S3 object.
	// Choose a format that is most convenient to you. To concatenate the results
	// in binary format, specify None. To add a newline character at the end of
	// every transformed record, specify Line.
	AssembleWith *string `type:"string" enum:"AssemblyType"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	// The KmsKeyId 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 don't provide a KMS key ID, Amazon SageMaker uses the default KMS
	// key for Amazon S3 for your role's account. 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 CreateTramsformJob request. For more information, see Using Key Policies
	// in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	// in the AWS Key Management Service Developer Guide.
	KmsKeyId *string `type:"string"`

	// The Amazon S3 path where you want Amazon SageMaker to store the results of
	// the transform job. For example, s3://bucket-name/key-name-prefix.
	//
	// For every S3 object used as input for the transform job, batch transform
	// stores the transformed data with an .out suffix in a corresponding subfolder
	// in the location in the output prefix. For example, for the input data stored
	// at s3://bucket-name/input-name-prefix/dataset01/data.csv, batch transform
	// stores the transformed data at s3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out.
	// Batch transform doesn't upload partially processed objects. For an input
	// S3 object that contains multiple records, it creates an .out file only if
	// the transform job succeeds on the entire file. When the input contains multiple
	// S3 objects, the batch transform job processes the listed S3 objects and uploads
	// only the output for successfully processed objects. If any object fails in
	// the transform job batch transform marks the job as failed to prompt investigation.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
}

// String returns the string representation
func (s TransformOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformOutput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TransformOutput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TransformOutput"}
	if s.S3OutputPath == nil {
		invalidParams.Add(request.NewErrParamRequired("S3OutputPath"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAccept sets the Accept field's value.
func (s *TransformOutput) SetAccept(v string) *TransformOutput {
	s.Accept = &v
	return s
}

// SetAssembleWith sets the AssembleWith field's value.
func (s *TransformOutput) SetAssembleWith(v string) *TransformOutput {
	s.AssembleWith = &v
	return s
}

// SetKmsKeyId sets the KmsKeyId field's value.
func (s *TransformOutput) SetKmsKeyId(v string) *TransformOutput {
	s.KmsKeyId = &v
	return s
}

// SetS3OutputPath sets the S3OutputPath field's value.
func (s *TransformOutput) SetS3OutputPath(v string) *TransformOutput {
	s.S3OutputPath = &v
	return s
}

// Describes the resources, including ML instance types and ML instance count,
// to use for transform job.
type TransformResources struct {
	_ struct{} `type:"structure"`

	// The number of ML compute instances to use in the transform job. For distributed
	// transform jobs, specify a value greater than 1. The default value is 1.
	//
	// InstanceCount is a required field
	InstanceCount *int64 `min:"1" type:"integer" required:"true"`

	// The ML compute instance type for the transform job. If you are using built-in
	// algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge
	// or ml.m5.large instance types.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"TransformInstanceType"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt data on the storage volume attached to the ML compute instance(s)
	// that run the batch transform job. The VolumeKmsKeyId 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"
	VolumeKmsKeyId *string `type:"string"`
}

// String returns the string representation
func (s TransformResources) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformResources) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TransformResources) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TransformResources"}
	if s.InstanceCount == nil {
		invalidParams.Add(request.NewErrParamRequired("InstanceCount"))
	}
	if s.InstanceCount != nil && *s.InstanceCount < 1 {
		invalidParams.Add(request.NewErrParamMinValue("InstanceCount", 1))
	}
	if s.InstanceType == nil {
		invalidParams.Add(request.NewErrParamRequired("InstanceType"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetInstanceCount sets the InstanceCount field's value.
func (s *TransformResources) SetInstanceCount(v int64) *TransformResources {
	s.InstanceCount = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *TransformResources) SetInstanceType(v string) *TransformResources {
	s.InstanceType = &v
	return s
}

// SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.
func (s *TransformResources) SetVolumeKmsKeyId(v string) *TransformResources {
	s.VolumeKmsKeyId = &v
	return s
}

// Describes the S3 data source.
type TransformS3DataSource struct {
	_ struct{} `type:"structure"`

	// If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker
	// uses all objects with the specified key name prefix for batch transform.
	//
	// If you choose ManifestFile, S3Uri identifies an object that is a manifest
	// file containing a list of object keys that you want Amazon SageMaker to use
	// for batch transform.
	//
	// The following values are compatible: ManifestFile, S3Prefix
	//
	// The following value is not compatible: AugmentedManifestFile
	//
	// S3DataType is a required field
	S3DataType *string `type:"string" required:"true" enum:"S3DataType"`

	// Depending on the value specified for the S3DataType, identifies either a
	// key name prefix or a manifest. For example:
	//
	//    * A key name prefix might look like this: s3://bucketname/exampleprefix.
	//
	//    * A manifest might look like this: s3://bucketname/example.manifest The
	//    manifest is an S3 object which is a JSON file with the following format:
	//    [ {"prefix": "s3://customer_bucket/some/prefix/"}, "relative/path/to/custdata-1",
	//    "relative/path/custdata-2", ... ] The preceding JSON matches the following
	//    S3Uris: s3://customer_bucket/some/prefix/relative/path/to/custdata-1 s3://customer_bucket/some/prefix/relative/path/custdata-1
	//    ... The complete set of S3Uris in this manifest constitutes the input
	//    data for the channel for this datasource. The object that each S3Uris
	//    points to must be readable by the IAM role that Amazon SageMaker uses
	//    to perform tasks on your behalf.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s TransformS3DataSource) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s TransformS3DataSource) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *TransformS3DataSource) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "TransformS3DataSource"}
	if s.S3DataType == nil {
		invalidParams.Add(request.NewErrParamRequired("S3DataType"))
	}
	if s.S3Uri == nil {
		invalidParams.Add(request.NewErrParamRequired("S3Uri"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetS3DataType sets the S3DataType field's value.
func (s *TransformS3DataSource) SetS3DataType(v string) *TransformS3DataSource {
	s.S3DataType = &v
	return s
}

// SetS3Uri sets the S3Uri field's value.
func (s *TransformS3DataSource) SetS3Uri(v string) *TransformS3DataSource {
	s.S3Uri = &v
	return s
}

// Represents an amount of money in United States dollars/
type USD struct {
	_ struct{} `type:"structure"`

	// The fractional portion, in cents, of the amount.
	Cents *int64 `type:"integer"`

	// The whole number of dollars in the amount.
	Dollars *int64 `type:"integer"`

	// Fractions of a cent, in tenths.
	TenthFractionsOfACent *int64 `type:"integer"`
}

// String returns the string representation
func (s USD) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s USD) GoString() string {
	return s.String()
}

// SetCents sets the Cents field's value.
func (s *USD) SetCents(v int64) *USD {
	s.Cents = &v
	return s
}

// SetDollars sets the Dollars field's value.
func (s *USD) SetDollars(v int64) *USD {
	s.Dollars = &v
	return s
}

// SetTenthFractionsOfACent sets the TenthFractionsOfACent field's value.
func (s *USD) SetTenthFractionsOfACent(v int64) *USD {
	s.TenthFractionsOfACent = &v
	return s
}

// Provided configuration information for the worker UI for a labeling job.
type UiConfig struct {
	_ struct{} `type:"structure"`

	// The Amazon S3 bucket location of the UI template. For more information about
	// the contents of a UI template, see Creating Your Custom Labeling Task Template
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates-step2.html).
	//
	// UiTemplateS3Uri is a required field
	UiTemplateS3Uri *string `type:"string" required:"true"`
}

// String returns the string representation
func (s UiConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UiConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UiConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UiConfig"}
	if s.UiTemplateS3Uri == nil {
		invalidParams.Add(request.NewErrParamRequired("UiTemplateS3Uri"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetUiTemplateS3Uri sets the UiTemplateS3Uri field's value.
func (s *UiConfig) SetUiTemplateS3Uri(v string) *UiConfig {
	s.UiTemplateS3Uri = &v
	return s
}

// The Liquid template for the worker user interface.
type UiTemplate struct {
	_ struct{} `type:"structure"`

	// The content of the Liquid template for the worker user interface.
	//
	// Content is a required field
	Content *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s UiTemplate) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UiTemplate) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UiTemplate) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UiTemplate"}
	if s.Content == nil {
		invalidParams.Add(request.NewErrParamRequired("Content"))
	}
	if s.Content != nil && len(*s.Content) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Content", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetContent sets the Content field's value.
func (s *UiTemplate) SetContent(v string) *UiTemplate {
	s.Content = &v
	return s
}

type UpdateCodeRepositoryInput struct {
	_ struct{} `type:"structure"`

	// The name of the Git repository to update.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// The configuration of the git repository, including the URL and the Amazon
	// Resource Name (ARN) of the AWS Secrets Manager secret that contains the credentials
	// used to access the repository. The secret must have a staging label of AWSCURRENT
	// and must be in the following format:
	//
	// {"username": UserName, "password": Password}
	GitConfig *GitConfigForUpdate `type:"structure"`
}

// String returns the string representation
func (s UpdateCodeRepositoryInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateCodeRepositoryInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UpdateCodeRepositoryInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UpdateCodeRepositoryInput"}
	if s.CodeRepositoryName == nil {
		invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName"))
	}
	if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1))
	}
	if s.GitConfig != nil {
		if err := s.GitConfig.Validate(); err != nil {
			invalidParams.AddNested("GitConfig", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetCodeRepositoryName sets the CodeRepositoryName field's value.
func (s *UpdateCodeRepositoryInput) SetCodeRepositoryName(v string) *UpdateCodeRepositoryInput {
	s.CodeRepositoryName = &v
	return s
}

// SetGitConfig sets the GitConfig field's value.
func (s *UpdateCodeRepositoryInput) SetGitConfig(v *GitConfigForUpdate) *UpdateCodeRepositoryInput {
	s.GitConfig = v
	return s
}

type UpdateCodeRepositoryOutput struct {
	_ struct{} `type:"structure"`

	// The ARN of the Git repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s UpdateCodeRepositoryOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateCodeRepositoryOutput) GoString() string {
	return s.String()
}

// SetCodeRepositoryArn sets the CodeRepositoryArn field's value.
func (s *UpdateCodeRepositoryOutput) SetCodeRepositoryArn(v string) *UpdateCodeRepositoryOutput {
	s.CodeRepositoryArn = &v
	return s
}

type UpdateEndpointInput struct {
	_ struct{} `type:"structure"`

	// The name of the new endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// The name of the endpoint whose configuration you want to update.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s UpdateEndpointInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateEndpointInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UpdateEndpointInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UpdateEndpointInput"}
	if s.EndpointConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointConfigName"))
	}
	if s.EndpointName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointName"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEndpointConfigName sets the EndpointConfigName field's value.
func (s *UpdateEndpointInput) SetEndpointConfigName(v string) *UpdateEndpointInput {
	s.EndpointConfigName = &v
	return s
}

// SetEndpointName sets the EndpointName field's value.
func (s *UpdateEndpointInput) SetEndpointName(v string) *UpdateEndpointInput {
	s.EndpointName = &v
	return s
}

type UpdateEndpointOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s UpdateEndpointOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateEndpointOutput) GoString() string {
	return s.String()
}

// SetEndpointArn sets the EndpointArn field's value.
func (s *UpdateEndpointOutput) SetEndpointArn(v string) *UpdateEndpointOutput {
	s.EndpointArn = &v
	return s
}

type UpdateEndpointWeightsAndCapacitiesInput struct {
	_ struct{} `type:"structure"`

	// An object that provides new capacity and weight values for a variant.
	//
	// DesiredWeightsAndCapacities is a required field
	DesiredWeightsAndCapacities []*DesiredWeightAndCapacity `min:"1" type:"list" required:"true"`

	// The name of an existing Amazon SageMaker endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
}

// String returns the string representation
func (s UpdateEndpointWeightsAndCapacitiesInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateEndpointWeightsAndCapacitiesInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UpdateEndpointWeightsAndCapacitiesInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UpdateEndpointWeightsAndCapacitiesInput"}
	if s.DesiredWeightsAndCapacities == nil {
		invalidParams.Add(request.NewErrParamRequired("DesiredWeightsAndCapacities"))
	}
	if s.DesiredWeightsAndCapacities != nil && len(s.DesiredWeightsAndCapacities) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("DesiredWeightsAndCapacities", 1))
	}
	if s.EndpointName == nil {
		invalidParams.Add(request.NewErrParamRequired("EndpointName"))
	}
	if s.DesiredWeightsAndCapacities != nil {
		for i, v := range s.DesiredWeightsAndCapacities {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "DesiredWeightsAndCapacities", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDesiredWeightsAndCapacities sets the DesiredWeightsAndCapacities field's value.
func (s *UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities(v []*DesiredWeightAndCapacity) *UpdateEndpointWeightsAndCapacitiesInput {
	s.DesiredWeightsAndCapacities = v
	return s
}

// SetEndpointName sets the EndpointName field's value.
func (s *UpdateEndpointWeightsAndCapacitiesInput) SetEndpointName(v string) *UpdateEndpointWeightsAndCapacitiesInput {
	s.EndpointName = &v
	return s
}

type UpdateEndpointWeightsAndCapacitiesOutput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the updated endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`
}

// String returns the string representation
func (s UpdateEndpointWeightsAndCapacitiesOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateEndpointWeightsAndCapacitiesOutput) GoString() string {
	return s.String()
}

// SetEndpointArn sets the EndpointArn field's value.
func (s *UpdateEndpointWeightsAndCapacitiesOutput) SetEndpointArn(v string) *UpdateEndpointWeightsAndCapacitiesOutput {
	s.EndpointArn = &v
	return s
}

type UpdateNotebookInstanceInput struct {
	_ struct{} `type:"structure"`

	// A list of the Elastic Inference (EI) instance types to associate with this
	// notebook instance. Currently only one EI instance type can be associated
	// with a notebook instance. For more information, see Using Elastic Inference
	// in Amazon SageMaker (sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to three Git repositories to associate with the notebook instance.
	// These can be either the names of Git repositories stored as resources in
	// your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other Git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// The Git repository to associate with the notebook instance as its default
	// code repository. This can be either the name of a Git repository stored as
	// a resource in your account, or the URL of a Git repository in AWS CodeCommit
	// (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or
	// in any other Git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// A list of the Elastic Inference (EI) instance types to remove from this notebook
	// instance. This operation is idempotent. If you specify an accelerator type
	// that is not associated with the notebook instance when you call this method,
	// it does not throw an error.
	DisassociateAcceleratorTypes *bool `type:"boolean"`

	// A list of names or URLs of the default Git repositories to remove from this
	// notebook instance. This operation is idempotent. If you specify a Git repository
	// that is not associated with the notebook instance when you call this method,
	// it does not throw an error.
	DisassociateAdditionalCodeRepositories *bool `type:"boolean"`

	// The name or URL of the default Git repository to remove from this notebook
	// instance. This operation is idempotent. If you specify a Git repository that
	// is not associated with the notebook instance when you call this method, it
	// does not throw an error.
	DisassociateDefaultCodeRepository *bool `type:"boolean"`

	// Set to true to remove the notebook instance lifecycle configuration currently
	// associated with the notebook instance. This operation is idempotent. If you
	// specify a lifecycle configuration that is not associated with the notebook
	// instance when you call this method, it does not throw an error.
	DisassociateLifecycleConfig *bool `type:"boolean"`

	// The Amazon ML compute instance type.
	InstanceType *string `type:"string" enum:"InstanceType"`

	// The name of a lifecycle configuration to associate with the notebook instance.
	// For information about lifestyle configurations, see Step 2.1: (Optional)
	// Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	LifecycleConfigName *string `type:"string"`

	// The name of the notebook instance to update.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can
	// assume to access the notebook instance. For more information, see Amazon
	// SageMaker Roles (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	RoleArn *string `min:"20" type:"string"`

	// Whether root access is enabled or disabled for users of the notebook instance.
	// The default value is Enabled.
	//
	// If you set this to Disabled, users don't have root access on the notebook
	// instance, but lifecycle configuration scripts still run with root permissions.
	RootAccess *string `type:"string" enum:"RootAccess"`

	// The size, in GB, of the ML storage volume to attach to the notebook instance.
	// The default value is 5 GB. ML storage volumes are encrypted, so Amazon SageMaker
	// can't determine the amount of available free space on the volume. Because
	// of this, you can increase the volume size when you update a notebook instance,
	// but you can't decrease the volume size. If you want to decrease the size
	// of the ML storage volume in use, create a new notebook instance with the
	// desired size.
	VolumeSizeInGB *int64 `min:"5" type:"integer"`
}

// String returns the string representation
func (s UpdateNotebookInstanceInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateNotebookInstanceInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UpdateNotebookInstanceInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UpdateNotebookInstanceInput"}
	if s.DefaultCodeRepository != nil && len(*s.DefaultCodeRepository) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("DefaultCodeRepository", 1))
	}
	if s.NotebookInstanceName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName"))
	}
	if s.RoleArn != nil && len(*s.RoleArn) < 20 {
		invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20))
	}
	if s.VolumeSizeInGB != nil && *s.VolumeSizeInGB < 5 {
		invalidParams.Add(request.NewErrParamMinValue("VolumeSizeInGB", 5))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetAcceleratorTypes sets the AcceleratorTypes field's value.
func (s *UpdateNotebookInstanceInput) SetAcceleratorTypes(v []*string) *UpdateNotebookInstanceInput {
	s.AcceleratorTypes = v
	return s
}

// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.
func (s *UpdateNotebookInstanceInput) SetAdditionalCodeRepositories(v []*string) *UpdateNotebookInstanceInput {
	s.AdditionalCodeRepositories = v
	return s
}

// SetDefaultCodeRepository sets the DefaultCodeRepository field's value.
func (s *UpdateNotebookInstanceInput) SetDefaultCodeRepository(v string) *UpdateNotebookInstanceInput {
	s.DefaultCodeRepository = &v
	return s
}

// SetDisassociateAcceleratorTypes sets the DisassociateAcceleratorTypes field's value.
func (s *UpdateNotebookInstanceInput) SetDisassociateAcceleratorTypes(v bool) *UpdateNotebookInstanceInput {
	s.DisassociateAcceleratorTypes = &v
	return s
}

// SetDisassociateAdditionalCodeRepositories sets the DisassociateAdditionalCodeRepositories field's value.
func (s *UpdateNotebookInstanceInput) SetDisassociateAdditionalCodeRepositories(v bool) *UpdateNotebookInstanceInput {
	s.DisassociateAdditionalCodeRepositories = &v
	return s
}

// SetDisassociateDefaultCodeRepository sets the DisassociateDefaultCodeRepository field's value.
func (s *UpdateNotebookInstanceInput) SetDisassociateDefaultCodeRepository(v bool) *UpdateNotebookInstanceInput {
	s.DisassociateDefaultCodeRepository = &v
	return s
}

// SetDisassociateLifecycleConfig sets the DisassociateLifecycleConfig field's value.
func (s *UpdateNotebookInstanceInput) SetDisassociateLifecycleConfig(v bool) *UpdateNotebookInstanceInput {
	s.DisassociateLifecycleConfig = &v
	return s
}

// SetInstanceType sets the InstanceType field's value.
func (s *UpdateNotebookInstanceInput) SetInstanceType(v string) *UpdateNotebookInstanceInput {
	s.InstanceType = &v
	return s
}

// SetLifecycleConfigName sets the LifecycleConfigName field's value.
func (s *UpdateNotebookInstanceInput) SetLifecycleConfigName(v string) *UpdateNotebookInstanceInput {
	s.LifecycleConfigName = &v
	return s
}

// SetNotebookInstanceName sets the NotebookInstanceName field's value.
func (s *UpdateNotebookInstanceInput) SetNotebookInstanceName(v string) *UpdateNotebookInstanceInput {
	s.NotebookInstanceName = &v
	return s
}

// SetRoleArn sets the RoleArn field's value.
func (s *UpdateNotebookInstanceInput) SetRoleArn(v string) *UpdateNotebookInstanceInput {
	s.RoleArn = &v
	return s
}

// SetRootAccess sets the RootAccess field's value.
func (s *UpdateNotebookInstanceInput) SetRootAccess(v string) *UpdateNotebookInstanceInput {
	s.RootAccess = &v
	return s
}

// SetVolumeSizeInGB sets the VolumeSizeInGB field's value.
func (s *UpdateNotebookInstanceInput) SetVolumeSizeInGB(v int64) *UpdateNotebookInstanceInput {
	s.VolumeSizeInGB = &v
	return s
}

type UpdateNotebookInstanceLifecycleConfigInput struct {
	_ struct{} `type:"structure"`

	// The name of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`

	// The shell script that runs only once, when you create a notebook instance.
	// The shell script must be a base64-encoded string.
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// The shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance. The shell script must be a base64-encoded
	// string.
	OnStart []*NotebookInstanceLifecycleHook `type:"list"`
}

// String returns the string representation
func (s UpdateNotebookInstanceLifecycleConfigInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateNotebookInstanceLifecycleConfigInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UpdateNotebookInstanceLifecycleConfigInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UpdateNotebookInstanceLifecycleConfigInput"}
	if s.NotebookInstanceLifecycleConfigName == nil {
		invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName"))
	}
	if s.OnCreate != nil {
		for i, v := range s.OnCreate {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnCreate", i), err.(request.ErrInvalidParams))
			}
		}
	}
	if s.OnStart != nil {
		for i, v := range s.OnStart {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnStart", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.
func (s *UpdateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *UpdateNotebookInstanceLifecycleConfigInput {
	s.NotebookInstanceLifecycleConfigName = &v
	return s
}

// SetOnCreate sets the OnCreate field's value.
func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput {
	s.OnCreate = v
	return s
}

// SetOnStart sets the OnStart field's value.
func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput {
	s.OnStart = v
	return s
}

type UpdateNotebookInstanceLifecycleConfigOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s UpdateNotebookInstanceLifecycleConfigOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateNotebookInstanceLifecycleConfigOutput) GoString() string {
	return s.String()
}

type UpdateNotebookInstanceOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation
func (s UpdateNotebookInstanceOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateNotebookInstanceOutput) GoString() string {
	return s.String()
}

type UpdateWorkteamInput struct {
	_ struct{} `type:"structure"`

	// An updated description for the work team.
	Description *string `min:"1" type:"string"`

	// A list of MemberDefinition objects that contain the updated work team members.
	MemberDefinitions []*MemberDefinition `min:"1" type:"list"`

	// Configures SNS topic notifications for available or expiring work items
	NotificationConfiguration *NotificationConfiguration `type:"structure"`

	// The name of the work team to update.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s UpdateWorkteamInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateWorkteamInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *UpdateWorkteamInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "UpdateWorkteamInput"}
	if s.Description != nil && len(*s.Description) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Description", 1))
	}
	if s.MemberDefinitions != nil && len(s.MemberDefinitions) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("MemberDefinitions", 1))
	}
	if s.WorkteamName == nil {
		invalidParams.Add(request.NewErrParamRequired("WorkteamName"))
	}
	if s.WorkteamName != nil && len(*s.WorkteamName) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1))
	}
	if s.MemberDefinitions != nil {
		for i, v := range s.MemberDefinitions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MemberDefinitions", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDescription sets the Description field's value.
func (s *UpdateWorkteamInput) SetDescription(v string) *UpdateWorkteamInput {
	s.Description = &v
	return s
}

// SetMemberDefinitions sets the MemberDefinitions field's value.
func (s *UpdateWorkteamInput) SetMemberDefinitions(v []*MemberDefinition) *UpdateWorkteamInput {
	s.MemberDefinitions = v
	return s
}

// SetNotificationConfiguration sets the NotificationConfiguration field's value.
func (s *UpdateWorkteamInput) SetNotificationConfiguration(v *NotificationConfiguration) *UpdateWorkteamInput {
	s.NotificationConfiguration = v
	return s
}

// SetWorkteamName sets the WorkteamName field's value.
func (s *UpdateWorkteamInput) SetWorkteamName(v string) *UpdateWorkteamInput {
	s.WorkteamName = &v
	return s
}

type UpdateWorkteamOutput struct {
	_ struct{} `type:"structure"`

	// A Workteam object that describes the updated work team.
	//
	// Workteam is a required field
	Workteam *Workteam `type:"structure" required:"true"`
}

// String returns the string representation
func (s UpdateWorkteamOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s UpdateWorkteamOutput) GoString() string {
	return s.String()
}

// SetWorkteam sets the Workteam field's value.
func (s *UpdateWorkteamOutput) SetWorkteam(v *Workteam) *UpdateWorkteamOutput {
	s.Workteam = v
	return s
}

// Specifies a VPC that your training jobs and hosted models have access to.
// Control access to and from your training and model containers by configuring
// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual
// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
type VpcConfig struct {
	_ struct{} `type:"structure"`

	// The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security
	// groups for the VPC that is specified in the Subnets field.
	//
	// SecurityGroupIds is a required field
	SecurityGroupIds []*string `min:"1" type:"list" required:"true"`

	// The ID of the subnets in the VPC to which you want to connect your training
	// job or model.
	//
	// Amazon EC2 P3 accelerated computing instances are not available in the c/d/e
	// availability zones of region us-east-1. If you want to create endpoints with
	// P3 instances in VPC mode in region us-east-1, create subnets in a/b/f availability
	// zones instead.
	//
	// Subnets is a required field
	Subnets []*string `min:"1" type:"list" required:"true"`
}

// String returns the string representation
func (s VpcConfig) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s VpcConfig) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *VpcConfig) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "VpcConfig"}
	if s.SecurityGroupIds == nil {
		invalidParams.Add(request.NewErrParamRequired("SecurityGroupIds"))
	}
	if s.SecurityGroupIds != nil && len(s.SecurityGroupIds) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SecurityGroupIds", 1))
	}
	if s.Subnets == nil {
		invalidParams.Add(request.NewErrParamRequired("Subnets"))
	}
	if s.Subnets != nil && len(s.Subnets) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Subnets", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetSecurityGroupIds sets the SecurityGroupIds field's value.
func (s *VpcConfig) SetSecurityGroupIds(v []*string) *VpcConfig {
	s.SecurityGroupIds = v
	return s
}

// SetSubnets sets the Subnets field's value.
func (s *VpcConfig) SetSubnets(v []*string) *VpcConfig {
	s.Subnets = v
	return s
}

// Provides details about a labeling work team.
type Workteam struct {
	_ struct{} `type:"structure"`

	// The date and time that the work team was created (timestamp).
	CreateDate *time.Time `type:"timestamp"`

	// A description of the work team.
	//
	// Description is a required field
	Description *string `min:"1" type:"string" required:"true"`

	// The date and time that the work team was last updated (timestamp).
	LastUpdatedDate *time.Time `type:"timestamp"`

	// The Amazon Cognito user groups that make up the work team.
	//
	// MemberDefinitions is a required field
	MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"`

	// Configures SNS notifications of available or expiring work items for work
	// teams.
	NotificationConfiguration *NotificationConfiguration `type:"structure"`

	// The Amazon Marketplace identifier for a vendor's work team.
	ProductListingIds []*string `type:"list"`

	// The URI of the labeling job's user interface. Workers open this URI to start
	// labeling your data objects.
	SubDomain *string `type:"string"`

	// The Amazon Resource Name (ARN) that identifies the work team.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`

	// The name of the work team.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
}

// String returns the string representation
func (s Workteam) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation
func (s Workteam) GoString() string {
	return s.String()
}

// SetCreateDate sets the CreateDate field's value.
func (s *Workteam) SetCreateDate(v time.Time) *Workteam {
	s.CreateDate = &v
	return s
}

// SetDescription sets the Description field's value.
func (s *Workteam) SetDescription(v string) *Workteam {
	s.Description = &v
	return s
}

// SetLastUpdatedDate sets the LastUpdatedDate field's value.
func (s *Workteam) SetLastUpdatedDate(v time.Time) *Workteam {
	s.LastUpdatedDate = &v
	return s
}

// SetMemberDefinitions sets the MemberDefinitions field's value.
func (s *Workteam) SetMemberDefinitions(v []*MemberDefinition) *Workteam {
	s.MemberDefinitions = v
	return s
}

// SetNotificationConfiguration sets the NotificationConfiguration field's value.
func (s *Workteam) SetNotificationConfiguration(v *NotificationConfiguration) *Workteam {
	s.NotificationConfiguration = v
	return s
}

// SetProductListingIds sets the ProductListingIds field's value.
func (s *Workteam) SetProductListingIds(v []*string) *Workteam {
	s.ProductListingIds = v
	return s
}

// SetSubDomain sets the SubDomain field's value.
func (s *Workteam) SetSubDomain(v string) *Workteam {
	s.SubDomain = &v
	return s
}

// SetWorkteamArn sets the WorkteamArn field's value.
func (s *Workteam) SetWorkteamArn(v string) *Workteam {
	s.WorkteamArn = &v
	return s
}

// SetWorkteamName sets the WorkteamName field's value.
func (s *Workteam) SetWorkteamName(v string) *Workteam {
	s.WorkteamName = &v
	return s
}

const (
	// AlgorithmSortByName is a AlgorithmSortBy enum value
	AlgorithmSortByName = "Name"

	// AlgorithmSortByCreationTime is a AlgorithmSortBy enum value
	AlgorithmSortByCreationTime = "CreationTime"
)

const (
	// AlgorithmStatusPending is a AlgorithmStatus enum value
	AlgorithmStatusPending = "Pending"

	// AlgorithmStatusInProgress is a AlgorithmStatus enum value
	AlgorithmStatusInProgress = "InProgress"

	// AlgorithmStatusCompleted is a AlgorithmStatus enum value
	AlgorithmStatusCompleted = "Completed"

	// AlgorithmStatusFailed is a AlgorithmStatus enum value
	AlgorithmStatusFailed = "Failed"

	// AlgorithmStatusDeleting is a AlgorithmStatus enum value
	AlgorithmStatusDeleting = "Deleting"
)

const (
	// AssemblyTypeNone is a AssemblyType enum value
	AssemblyTypeNone = "None"

	// AssemblyTypeLine is a AssemblyType enum value
	AssemblyTypeLine = "Line"
)

const (
	// BatchStrategyMultiRecord is a BatchStrategy enum value
	BatchStrategyMultiRecord = "MultiRecord"

	// BatchStrategySingleRecord is a BatchStrategy enum value
	BatchStrategySingleRecord = "SingleRecord"
)

const (
	// BooleanOperatorAnd is a BooleanOperator enum value
	BooleanOperatorAnd = "And"

	// BooleanOperatorOr is a BooleanOperator enum value
	BooleanOperatorOr = "Or"
)

const (
	// CodeRepositorySortByName is a CodeRepositorySortBy enum value
	CodeRepositorySortByName = "Name"

	// CodeRepositorySortByCreationTime is a CodeRepositorySortBy enum value
	CodeRepositorySortByCreationTime = "CreationTime"

	// CodeRepositorySortByLastModifiedTime is a CodeRepositorySortBy enum value
	CodeRepositorySortByLastModifiedTime = "LastModifiedTime"
)

const (
	// CodeRepositorySortOrderAscending is a CodeRepositorySortOrder enum value
	CodeRepositorySortOrderAscending = "Ascending"

	// CodeRepositorySortOrderDescending is a CodeRepositorySortOrder enum value
	CodeRepositorySortOrderDescending = "Descending"
)

const (
	// CompilationJobStatusInprogress is a CompilationJobStatus enum value
	CompilationJobStatusInprogress = "INPROGRESS"

	// CompilationJobStatusCompleted is a CompilationJobStatus enum value
	CompilationJobStatusCompleted = "COMPLETED"

	// CompilationJobStatusFailed is a CompilationJobStatus enum value
	CompilationJobStatusFailed = "FAILED"

	// CompilationJobStatusStarting is a CompilationJobStatus enum value
	CompilationJobStatusStarting = "STARTING"

	// CompilationJobStatusStopping is a CompilationJobStatus enum value
	CompilationJobStatusStopping = "STOPPING"

	// CompilationJobStatusStopped is a CompilationJobStatus enum value
	CompilationJobStatusStopped = "STOPPED"
)

const (
	// CompressionTypeNone is a CompressionType enum value
	CompressionTypeNone = "None"

	// CompressionTypeGzip is a CompressionType enum value
	CompressionTypeGzip = "Gzip"
)

const (
	// ContentClassifierFreeOfPersonallyIdentifiableInformation is a ContentClassifier enum value
	ContentClassifierFreeOfPersonallyIdentifiableInformation = "FreeOfPersonallyIdentifiableInformation"

	// ContentClassifierFreeOfAdultContent is a ContentClassifier enum value
	ContentClassifierFreeOfAdultContent = "FreeOfAdultContent"
)

const (
	// DetailedAlgorithmStatusNotStarted is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusNotStarted = "NotStarted"

	// DetailedAlgorithmStatusInProgress is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusInProgress = "InProgress"

	// DetailedAlgorithmStatusCompleted is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusCompleted = "Completed"

	// DetailedAlgorithmStatusFailed is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusFailed = "Failed"
)

const (
	// DetailedModelPackageStatusNotStarted is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusNotStarted = "NotStarted"

	// DetailedModelPackageStatusInProgress is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusInProgress = "InProgress"

	// DetailedModelPackageStatusCompleted is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusCompleted = "Completed"

	// DetailedModelPackageStatusFailed is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusFailed = "Failed"
)

const (
	// DirectInternetAccessEnabled is a DirectInternetAccess enum value
	DirectInternetAccessEnabled = "Enabled"

	// DirectInternetAccessDisabled is a DirectInternetAccess enum value
	DirectInternetAccessDisabled = "Disabled"
)

const (
	// EndpointConfigSortKeyName is a EndpointConfigSortKey enum value
	EndpointConfigSortKeyName = "Name"

	// EndpointConfigSortKeyCreationTime is a EndpointConfigSortKey enum value
	EndpointConfigSortKeyCreationTime = "CreationTime"
)

const (
	// EndpointSortKeyName is a EndpointSortKey enum value
	EndpointSortKeyName = "Name"

	// EndpointSortKeyCreationTime is a EndpointSortKey enum value
	EndpointSortKeyCreationTime = "CreationTime"

	// EndpointSortKeyStatus is a EndpointSortKey enum value
	EndpointSortKeyStatus = "Status"
)

const (
	// EndpointStatusOutOfService is a EndpointStatus enum value
	EndpointStatusOutOfService = "OutOfService"

	// EndpointStatusCreating is a EndpointStatus enum value
	EndpointStatusCreating = "Creating"

	// EndpointStatusUpdating is a EndpointStatus enum value
	EndpointStatusUpdating = "Updating"

	// EndpointStatusSystemUpdating is a EndpointStatus enum value
	EndpointStatusSystemUpdating = "SystemUpdating"

	// EndpointStatusRollingBack is a EndpointStatus enum value
	EndpointStatusRollingBack = "RollingBack"

	// EndpointStatusInService is a EndpointStatus enum value
	EndpointStatusInService = "InService"

	// EndpointStatusDeleting is a EndpointStatus enum value
	EndpointStatusDeleting = "Deleting"

	// EndpointStatusFailed is a EndpointStatus enum value
	EndpointStatusFailed = "Failed"
)

const (
	// FileSystemAccessModeRw is a FileSystemAccessMode enum value
	FileSystemAccessModeRw = "rw"

	// FileSystemAccessModeRo is a FileSystemAccessMode enum value
	FileSystemAccessModeRo = "ro"
)

const (
	// FileSystemTypeEfs is a FileSystemType enum value
	FileSystemTypeEfs = "EFS"

	// FileSystemTypeFsxLustre is a FileSystemType enum value
	FileSystemTypeFsxLustre = "FSxLustre"
)

const (
	// FrameworkTensorflow is a Framework enum value
	FrameworkTensorflow = "TENSORFLOW"

	// FrameworkMxnet is a Framework enum value
	FrameworkMxnet = "MXNET"

	// FrameworkOnnx is a Framework enum value
	FrameworkOnnx = "ONNX"

	// FrameworkPytorch is a Framework enum value
	FrameworkPytorch = "PYTORCH"

	// FrameworkXgboost is a Framework enum value
	FrameworkXgboost = "XGBOOST"
)

const (
	// HyperParameterScalingTypeAuto is a HyperParameterScalingType enum value
	HyperParameterScalingTypeAuto = "Auto"

	// HyperParameterScalingTypeLinear is a HyperParameterScalingType enum value
	HyperParameterScalingTypeLinear = "Linear"

	// HyperParameterScalingTypeLogarithmic is a HyperParameterScalingType enum value
	HyperParameterScalingTypeLogarithmic = "Logarithmic"

	// HyperParameterScalingTypeReverseLogarithmic is a HyperParameterScalingType enum value
	HyperParameterScalingTypeReverseLogarithmic = "ReverseLogarithmic"
)

const (
	// HyperParameterTuningJobObjectiveTypeMaximize is a HyperParameterTuningJobObjectiveType enum value
	HyperParameterTuningJobObjectiveTypeMaximize = "Maximize"

	// HyperParameterTuningJobObjectiveTypeMinimize is a HyperParameterTuningJobObjectiveType enum value
	HyperParameterTuningJobObjectiveTypeMinimize = "Minimize"
)

const (
	// HyperParameterTuningJobSortByOptionsName is a HyperParameterTuningJobSortByOptions enum value
	HyperParameterTuningJobSortByOptionsName = "Name"

	// HyperParameterTuningJobSortByOptionsStatus is a HyperParameterTuningJobSortByOptions enum value
	HyperParameterTuningJobSortByOptionsStatus = "Status"

	// HyperParameterTuningJobSortByOptionsCreationTime is a HyperParameterTuningJobSortByOptions enum value
	HyperParameterTuningJobSortByOptionsCreationTime = "CreationTime"
)

const (
	// HyperParameterTuningJobStatusCompleted is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusCompleted = "Completed"

	// HyperParameterTuningJobStatusInProgress is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusInProgress = "InProgress"

	// HyperParameterTuningJobStatusFailed is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusFailed = "Failed"

	// HyperParameterTuningJobStatusStopped is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusStopped = "Stopped"

	// HyperParameterTuningJobStatusStopping is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusStopping = "Stopping"
)

// The strategy hyperparameter tuning uses to find the best combination of hyperparameters
// for your model. Currently, the only supported value is Bayesian.
const (
	// HyperParameterTuningJobStrategyTypeBayesian is a HyperParameterTuningJobStrategyType enum value
	HyperParameterTuningJobStrategyTypeBayesian = "Bayesian"

	// HyperParameterTuningJobStrategyTypeRandom is a HyperParameterTuningJobStrategyType enum value
	HyperParameterTuningJobStrategyTypeRandom = "Random"
)

const (
	// HyperParameterTuningJobWarmStartTypeIdenticalDataAndAlgorithm is a HyperParameterTuningJobWarmStartType enum value
	HyperParameterTuningJobWarmStartTypeIdenticalDataAndAlgorithm = "IdenticalDataAndAlgorithm"

	// HyperParameterTuningJobWarmStartTypeTransferLearning is a HyperParameterTuningJobWarmStartType enum value
	HyperParameterTuningJobWarmStartTypeTransferLearning = "TransferLearning"
)

const (
	// InstanceTypeMlT2Medium is a InstanceType enum value
	InstanceTypeMlT2Medium = "ml.t2.medium"

	// InstanceTypeMlT2Large is a InstanceType enum value
	InstanceTypeMlT2Large = "ml.t2.large"

	// InstanceTypeMlT2Xlarge is a InstanceType enum value
	InstanceTypeMlT2Xlarge = "ml.t2.xlarge"

	// InstanceTypeMlT22xlarge is a InstanceType enum value
	InstanceTypeMlT22xlarge = "ml.t2.2xlarge"

	// InstanceTypeMlT3Medium is a InstanceType enum value
	InstanceTypeMlT3Medium = "ml.t3.medium"

	// InstanceTypeMlT3Large is a InstanceType enum value
	InstanceTypeMlT3Large = "ml.t3.large"

	// InstanceTypeMlT3Xlarge is a InstanceType enum value
	InstanceTypeMlT3Xlarge = "ml.t3.xlarge"

	// InstanceTypeMlT32xlarge is a InstanceType enum value
	InstanceTypeMlT32xlarge = "ml.t3.2xlarge"

	// InstanceTypeMlM4Xlarge is a InstanceType enum value
	InstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// InstanceTypeMlM42xlarge is a InstanceType enum value
	InstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// InstanceTypeMlM44xlarge is a InstanceType enum value
	InstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// InstanceTypeMlM410xlarge is a InstanceType enum value
	InstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// InstanceTypeMlM416xlarge is a InstanceType enum value
	InstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// InstanceTypeMlM5Xlarge is a InstanceType enum value
	InstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// InstanceTypeMlM52xlarge is a InstanceType enum value
	InstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// InstanceTypeMlM54xlarge is a InstanceType enum value
	InstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// InstanceTypeMlM512xlarge is a InstanceType enum value
	InstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// InstanceTypeMlM524xlarge is a InstanceType enum value
	InstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// InstanceTypeMlC4Xlarge is a InstanceType enum value
	InstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// InstanceTypeMlC42xlarge is a InstanceType enum value
	InstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// InstanceTypeMlC44xlarge is a InstanceType enum value
	InstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// InstanceTypeMlC48xlarge is a InstanceType enum value
	InstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// InstanceTypeMlC5Xlarge is a InstanceType enum value
	InstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// InstanceTypeMlC52xlarge is a InstanceType enum value
	InstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// InstanceTypeMlC54xlarge is a InstanceType enum value
	InstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// InstanceTypeMlC59xlarge is a InstanceType enum value
	InstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// InstanceTypeMlC518xlarge is a InstanceType enum value
	InstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// InstanceTypeMlC5dXlarge is a InstanceType enum value
	InstanceTypeMlC5dXlarge = "ml.c5d.xlarge"

	// InstanceTypeMlC5d2xlarge is a InstanceType enum value
	InstanceTypeMlC5d2xlarge = "ml.c5d.2xlarge"

	// InstanceTypeMlC5d4xlarge is a InstanceType enum value
	InstanceTypeMlC5d4xlarge = "ml.c5d.4xlarge"

	// InstanceTypeMlC5d9xlarge is a InstanceType enum value
	InstanceTypeMlC5d9xlarge = "ml.c5d.9xlarge"

	// InstanceTypeMlC5d18xlarge is a InstanceType enum value
	InstanceTypeMlC5d18xlarge = "ml.c5d.18xlarge"

	// InstanceTypeMlP2Xlarge is a InstanceType enum value
	InstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// InstanceTypeMlP28xlarge is a InstanceType enum value
	InstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// InstanceTypeMlP216xlarge is a InstanceType enum value
	InstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// InstanceTypeMlP32xlarge is a InstanceType enum value
	InstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// InstanceTypeMlP38xlarge is a InstanceType enum value
	InstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// InstanceTypeMlP316xlarge is a InstanceType enum value
	InstanceTypeMlP316xlarge = "ml.p3.16xlarge"
)

const (
	// JoinSourceInput is a JoinSource enum value
	JoinSourceInput = "Input"

	// JoinSourceNone is a JoinSource enum value
	JoinSourceNone = "None"
)

const (
	// LabelingJobStatusInProgress is a LabelingJobStatus enum value
	LabelingJobStatusInProgress = "InProgress"

	// LabelingJobStatusCompleted is a LabelingJobStatus enum value
	LabelingJobStatusCompleted = "Completed"

	// LabelingJobStatusFailed is a LabelingJobStatus enum value
	LabelingJobStatusFailed = "Failed"

	// LabelingJobStatusStopping is a LabelingJobStatus enum value
	LabelingJobStatusStopping = "Stopping"

	// LabelingJobStatusStopped is a LabelingJobStatus enum value
	LabelingJobStatusStopped = "Stopped"
)

const (
	// ListCompilationJobsSortByName is a ListCompilationJobsSortBy enum value
	ListCompilationJobsSortByName = "Name"

	// ListCompilationJobsSortByCreationTime is a ListCompilationJobsSortBy enum value
	ListCompilationJobsSortByCreationTime = "CreationTime"

	// ListCompilationJobsSortByStatus is a ListCompilationJobsSortBy enum value
	ListCompilationJobsSortByStatus = "Status"
)

const (
	// ListLabelingJobsForWorkteamSortByOptionsCreationTime is a ListLabelingJobsForWorkteamSortByOptions enum value
	ListLabelingJobsForWorkteamSortByOptionsCreationTime = "CreationTime"
)

const (
	// ListWorkteamsSortByOptionsName is a ListWorkteamsSortByOptions enum value
	ListWorkteamsSortByOptionsName = "Name"

	// ListWorkteamsSortByOptionsCreateDate is a ListWorkteamsSortByOptions enum value
	ListWorkteamsSortByOptionsCreateDate = "CreateDate"
)

const (
	// ModelPackageSortByName is a ModelPackageSortBy enum value
	ModelPackageSortByName = "Name"

	// ModelPackageSortByCreationTime is a ModelPackageSortBy enum value
	ModelPackageSortByCreationTime = "CreationTime"
)

const (
	// ModelPackageStatusPending is a ModelPackageStatus enum value
	ModelPackageStatusPending = "Pending"

	// ModelPackageStatusInProgress is a ModelPackageStatus enum value
	ModelPackageStatusInProgress = "InProgress"

	// ModelPackageStatusCompleted is a ModelPackageStatus enum value
	ModelPackageStatusCompleted = "Completed"

	// ModelPackageStatusFailed is a ModelPackageStatus enum value
	ModelPackageStatusFailed = "Failed"

	// ModelPackageStatusDeleting is a ModelPackageStatus enum value
	ModelPackageStatusDeleting = "Deleting"
)

const (
	// ModelSortKeyName is a ModelSortKey enum value
	ModelSortKeyName = "Name"

	// ModelSortKeyCreationTime is a ModelSortKey enum value
	ModelSortKeyCreationTime = "CreationTime"
)

const (
	// NotebookInstanceAcceleratorTypeMlEia1Medium is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia1Medium = "ml.eia1.medium"

	// NotebookInstanceAcceleratorTypeMlEia1Large is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia1Large = "ml.eia1.large"

	// NotebookInstanceAcceleratorTypeMlEia1Xlarge is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia1Xlarge = "ml.eia1.xlarge"
)

const (
	// NotebookInstanceLifecycleConfigSortKeyName is a NotebookInstanceLifecycleConfigSortKey enum value
	NotebookInstanceLifecycleConfigSortKeyName = "Name"

	// NotebookInstanceLifecycleConfigSortKeyCreationTime is a NotebookInstanceLifecycleConfigSortKey enum value
	NotebookInstanceLifecycleConfigSortKeyCreationTime = "CreationTime"

	// NotebookInstanceLifecycleConfigSortKeyLastModifiedTime is a NotebookInstanceLifecycleConfigSortKey enum value
	NotebookInstanceLifecycleConfigSortKeyLastModifiedTime = "LastModifiedTime"
)

const (
	// NotebookInstanceLifecycleConfigSortOrderAscending is a NotebookInstanceLifecycleConfigSortOrder enum value
	NotebookInstanceLifecycleConfigSortOrderAscending = "Ascending"

	// NotebookInstanceLifecycleConfigSortOrderDescending is a NotebookInstanceLifecycleConfigSortOrder enum value
	NotebookInstanceLifecycleConfigSortOrderDescending = "Descending"
)

const (
	// NotebookInstanceSortKeyName is a NotebookInstanceSortKey enum value
	NotebookInstanceSortKeyName = "Name"

	// NotebookInstanceSortKeyCreationTime is a NotebookInstanceSortKey enum value
	NotebookInstanceSortKeyCreationTime = "CreationTime"

	// NotebookInstanceSortKeyStatus is a NotebookInstanceSortKey enum value
	NotebookInstanceSortKeyStatus = "Status"
)

const (
	// NotebookInstanceSortOrderAscending is a NotebookInstanceSortOrder enum value
	NotebookInstanceSortOrderAscending = "Ascending"

	// NotebookInstanceSortOrderDescending is a NotebookInstanceSortOrder enum value
	NotebookInstanceSortOrderDescending = "Descending"
)

const (
	// NotebookInstanceStatusPending is a NotebookInstanceStatus enum value
	NotebookInstanceStatusPending = "Pending"

	// NotebookInstanceStatusInService is a NotebookInstanceStatus enum value
	NotebookInstanceStatusInService = "InService"

	// NotebookInstanceStatusStopping is a NotebookInstanceStatus enum value
	NotebookInstanceStatusStopping = "Stopping"

	// NotebookInstanceStatusStopped is a NotebookInstanceStatus enum value
	NotebookInstanceStatusStopped = "Stopped"

	// NotebookInstanceStatusFailed is a NotebookInstanceStatus enum value
	NotebookInstanceStatusFailed = "Failed"

	// NotebookInstanceStatusDeleting is a NotebookInstanceStatus enum value
	NotebookInstanceStatusDeleting = "Deleting"

	// NotebookInstanceStatusUpdating is a NotebookInstanceStatus enum value
	NotebookInstanceStatusUpdating = "Updating"
)

const (
	// ObjectiveStatusSucceeded is a ObjectiveStatus enum value
	ObjectiveStatusSucceeded = "Succeeded"

	// ObjectiveStatusPending is a ObjectiveStatus enum value
	ObjectiveStatusPending = "Pending"

	// ObjectiveStatusFailed is a ObjectiveStatus enum value
	ObjectiveStatusFailed = "Failed"
)

const (
	// OperatorEquals is a Operator enum value
	OperatorEquals = "Equals"

	// OperatorNotEquals is a Operator enum value
	OperatorNotEquals = "NotEquals"

	// OperatorGreaterThan is a Operator enum value
	OperatorGreaterThan = "GreaterThan"

	// OperatorGreaterThanOrEqualTo is a Operator enum value
	OperatorGreaterThanOrEqualTo = "GreaterThanOrEqualTo"

	// OperatorLessThan is a Operator enum value
	OperatorLessThan = "LessThan"

	// OperatorLessThanOrEqualTo is a Operator enum value
	OperatorLessThanOrEqualTo = "LessThanOrEqualTo"

	// OperatorContains is a Operator enum value
	OperatorContains = "Contains"
)

const (
	// OrderKeyAscending is a OrderKey enum value
	OrderKeyAscending = "Ascending"

	// OrderKeyDescending is a OrderKey enum value
	OrderKeyDescending = "Descending"
)

const (
	// ParameterTypeInteger is a ParameterType enum value
	ParameterTypeInteger = "Integer"

	// ParameterTypeContinuous is a ParameterType enum value
	ParameterTypeContinuous = "Continuous"

	// ParameterTypeCategorical is a ParameterType enum value
	ParameterTypeCategorical = "Categorical"

	// ParameterTypeFreeText is a ParameterType enum value
	ParameterTypeFreeText = "FreeText"
)

const (
	// ProductionVariantAcceleratorTypeMlEia1Medium is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia1Medium = "ml.eia1.medium"

	// ProductionVariantAcceleratorTypeMlEia1Large is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia1Large = "ml.eia1.large"

	// ProductionVariantAcceleratorTypeMlEia1Xlarge is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia1Xlarge = "ml.eia1.xlarge"
)

const (
	// ProductionVariantInstanceTypeMlT2Medium is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT2Medium = "ml.t2.medium"

	// ProductionVariantInstanceTypeMlT2Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT2Large = "ml.t2.large"

	// ProductionVariantInstanceTypeMlT2Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT2Xlarge = "ml.t2.xlarge"

	// ProductionVariantInstanceTypeMlT22xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT22xlarge = "ml.t2.2xlarge"

	// ProductionVariantInstanceTypeMlM4Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// ProductionVariantInstanceTypeMlM42xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// ProductionVariantInstanceTypeMlM44xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// ProductionVariantInstanceTypeMlM410xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// ProductionVariantInstanceTypeMlM416xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// ProductionVariantInstanceTypeMlM5Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5Large = "ml.m5.large"

	// ProductionVariantInstanceTypeMlM5Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// ProductionVariantInstanceTypeMlM52xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// ProductionVariantInstanceTypeMlM54xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// ProductionVariantInstanceTypeMlM512xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// ProductionVariantInstanceTypeMlM524xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// ProductionVariantInstanceTypeMlC4Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC4Large = "ml.c4.large"

	// ProductionVariantInstanceTypeMlC4Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// ProductionVariantInstanceTypeMlC42xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// ProductionVariantInstanceTypeMlC44xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// ProductionVariantInstanceTypeMlC48xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// ProductionVariantInstanceTypeMlP2Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// ProductionVariantInstanceTypeMlP28xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// ProductionVariantInstanceTypeMlP216xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// ProductionVariantInstanceTypeMlP32xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// ProductionVariantInstanceTypeMlP38xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// ProductionVariantInstanceTypeMlP316xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// ProductionVariantInstanceTypeMlC5Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5Large = "ml.c5.large"

	// ProductionVariantInstanceTypeMlC5Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// ProductionVariantInstanceTypeMlC52xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// ProductionVariantInstanceTypeMlC54xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// ProductionVariantInstanceTypeMlC59xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// ProductionVariantInstanceTypeMlC518xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// ProductionVariantInstanceTypeMlG4dnXlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dnXlarge = "ml.g4dn.xlarge"

	// ProductionVariantInstanceTypeMlG4dn2xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn2xlarge = "ml.g4dn.2xlarge"

	// ProductionVariantInstanceTypeMlG4dn4xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn4xlarge = "ml.g4dn.4xlarge"

	// ProductionVariantInstanceTypeMlG4dn8xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn8xlarge = "ml.g4dn.8xlarge"

	// ProductionVariantInstanceTypeMlG4dn12xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn12xlarge = "ml.g4dn.12xlarge"

	// ProductionVariantInstanceTypeMlG4dn16xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn16xlarge = "ml.g4dn.16xlarge"

	// ProductionVariantInstanceTypeMlR5Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5Large = "ml.r5.large"

	// ProductionVariantInstanceTypeMlR5Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5Xlarge = "ml.r5.xlarge"

	// ProductionVariantInstanceTypeMlR52xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR52xlarge = "ml.r5.2xlarge"

	// ProductionVariantInstanceTypeMlR54xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR54xlarge = "ml.r5.4xlarge"

	// ProductionVariantInstanceTypeMlR512xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR512xlarge = "ml.r5.12xlarge"

	// ProductionVariantInstanceTypeMlR524xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR524xlarge = "ml.r5.24xlarge"
)

const (
	// RecordWrapperNone is a RecordWrapper enum value
	RecordWrapperNone = "None"

	// RecordWrapperRecordIo is a RecordWrapper enum value
	RecordWrapperRecordIo = "RecordIO"
)

const (
	// ResourceTypeTrainingJob is a ResourceType enum value
	ResourceTypeTrainingJob = "TrainingJob"
)

const (
	// RootAccessEnabled is a RootAccess enum value
	RootAccessEnabled = "Enabled"

	// RootAccessDisabled is a RootAccess enum value
	RootAccessDisabled = "Disabled"
)

const (
	// S3DataDistributionFullyReplicated is a S3DataDistribution enum value
	S3DataDistributionFullyReplicated = "FullyReplicated"

	// S3DataDistributionShardedByS3key is a S3DataDistribution enum value
	S3DataDistributionShardedByS3key = "ShardedByS3Key"
)

const (
	// S3DataTypeManifestFile is a S3DataType enum value
	S3DataTypeManifestFile = "ManifestFile"

	// S3DataTypeS3prefix is a S3DataType enum value
	S3DataTypeS3prefix = "S3Prefix"

	// S3DataTypeAugmentedManifestFile is a S3DataType enum value
	S3DataTypeAugmentedManifestFile = "AugmentedManifestFile"
)

const (
	// SearchSortOrderAscending is a SearchSortOrder enum value
	SearchSortOrderAscending = "Ascending"

	// SearchSortOrderDescending is a SearchSortOrder enum value
	SearchSortOrderDescending = "Descending"
)

const (
	// SecondaryStatusStarting is a SecondaryStatus enum value
	SecondaryStatusStarting = "Starting"

	// SecondaryStatusLaunchingMlinstances is a SecondaryStatus enum value
	SecondaryStatusLaunchingMlinstances = "LaunchingMLInstances"

	// SecondaryStatusPreparingTrainingStack is a SecondaryStatus enum value
	SecondaryStatusPreparingTrainingStack = "PreparingTrainingStack"

	// SecondaryStatusDownloading is a SecondaryStatus enum value
	SecondaryStatusDownloading = "Downloading"

	// SecondaryStatusDownloadingTrainingImage is a SecondaryStatus enum value
	SecondaryStatusDownloadingTrainingImage = "DownloadingTrainingImage"

	// SecondaryStatusTraining is a SecondaryStatus enum value
	SecondaryStatusTraining = "Training"

	// SecondaryStatusUploading is a SecondaryStatus enum value
	SecondaryStatusUploading = "Uploading"

	// SecondaryStatusStopping is a SecondaryStatus enum value
	SecondaryStatusStopping = "Stopping"

	// SecondaryStatusStopped is a SecondaryStatus enum value
	SecondaryStatusStopped = "Stopped"

	// SecondaryStatusMaxRuntimeExceeded is a SecondaryStatus enum value
	SecondaryStatusMaxRuntimeExceeded = "MaxRuntimeExceeded"

	// SecondaryStatusCompleted is a SecondaryStatus enum value
	SecondaryStatusCompleted = "Completed"

	// SecondaryStatusFailed is a SecondaryStatus enum value
	SecondaryStatusFailed = "Failed"

	// SecondaryStatusInterrupted is a SecondaryStatus enum value
	SecondaryStatusInterrupted = "Interrupted"

	// SecondaryStatusMaxWaitTimeExceeded is a SecondaryStatus enum value
	SecondaryStatusMaxWaitTimeExceeded = "MaxWaitTimeExceeded"
)

const (
	// SortByName is a SortBy enum value
	SortByName = "Name"

	// SortByCreationTime is a SortBy enum value
	SortByCreationTime = "CreationTime"

	// SortByStatus is a SortBy enum value
	SortByStatus = "Status"
)

const (
	// SortOrderAscending is a SortOrder enum value
	SortOrderAscending = "Ascending"

	// SortOrderDescending is a SortOrder enum value
	SortOrderDescending = "Descending"
)

const (
	// SplitTypeNone is a SplitType enum value
	SplitTypeNone = "None"

	// SplitTypeLine is a SplitType enum value
	SplitTypeLine = "Line"

	// SplitTypeRecordIo is a SplitType enum value
	SplitTypeRecordIo = "RecordIO"

	// SplitTypeTfrecord is a SplitType enum value
	SplitTypeTfrecord = "TFRecord"
)

const (
	// TargetDeviceLambda is a TargetDevice enum value
	TargetDeviceLambda = "lambda"

	// TargetDeviceMlM4 is a TargetDevice enum value
	TargetDeviceMlM4 = "ml_m4"

	// TargetDeviceMlM5 is a TargetDevice enum value
	TargetDeviceMlM5 = "ml_m5"

	// TargetDeviceMlC4 is a TargetDevice enum value
	TargetDeviceMlC4 = "ml_c4"

	// TargetDeviceMlC5 is a TargetDevice enum value
	TargetDeviceMlC5 = "ml_c5"

	// TargetDeviceMlP2 is a TargetDevice enum value
	TargetDeviceMlP2 = "ml_p2"

	// TargetDeviceMlP3 is a TargetDevice enum value
	TargetDeviceMlP3 = "ml_p3"

	// TargetDeviceJetsonTx1 is a TargetDevice enum value
	TargetDeviceJetsonTx1 = "jetson_tx1"

	// TargetDeviceJetsonTx2 is a TargetDevice enum value
	TargetDeviceJetsonTx2 = "jetson_tx2"

	// TargetDeviceJetsonNano is a TargetDevice enum value
	TargetDeviceJetsonNano = "jetson_nano"

	// TargetDeviceRasp3b is a TargetDevice enum value
	TargetDeviceRasp3b = "rasp3b"

	// TargetDeviceDeeplens is a TargetDevice enum value
	TargetDeviceDeeplens = "deeplens"

	// TargetDeviceRk3399 is a TargetDevice enum value
	TargetDeviceRk3399 = "rk3399"

	// TargetDeviceRk3288 is a TargetDevice enum value
	TargetDeviceRk3288 = "rk3288"

	// TargetDeviceAisage is a TargetDevice enum value
	TargetDeviceAisage = "aisage"

	// TargetDeviceSbeC is a TargetDevice enum value
	TargetDeviceSbeC = "sbe_c"

	// TargetDeviceQcs605 is a TargetDevice enum value
	TargetDeviceQcs605 = "qcs605"

	// TargetDeviceQcs603 is a TargetDevice enum value
	TargetDeviceQcs603 = "qcs603"
)

const (
	// TrainingInputModePipe is a TrainingInputMode enum value
	TrainingInputModePipe = "Pipe"

	// TrainingInputModeFile is a TrainingInputMode enum value
	TrainingInputModeFile = "File"
)

const (
	// TrainingInstanceTypeMlM4Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// TrainingInstanceTypeMlM42xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// TrainingInstanceTypeMlM44xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// TrainingInstanceTypeMlM410xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// TrainingInstanceTypeMlM416xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// TrainingInstanceTypeMlM5Large is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM5Large = "ml.m5.large"

	// TrainingInstanceTypeMlM5Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// TrainingInstanceTypeMlM52xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// TrainingInstanceTypeMlM54xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// TrainingInstanceTypeMlM512xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// TrainingInstanceTypeMlM524xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// TrainingInstanceTypeMlC4Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// TrainingInstanceTypeMlC42xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// TrainingInstanceTypeMlC44xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// TrainingInstanceTypeMlC48xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// TrainingInstanceTypeMlP2Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// TrainingInstanceTypeMlP28xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// TrainingInstanceTypeMlP216xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// TrainingInstanceTypeMlP32xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// TrainingInstanceTypeMlP38xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// TrainingInstanceTypeMlP316xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// TrainingInstanceTypeMlP3dn24xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP3dn24xlarge = "ml.p3dn.24xlarge"

	// TrainingInstanceTypeMlC5Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// TrainingInstanceTypeMlC52xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// TrainingInstanceTypeMlC54xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// TrainingInstanceTypeMlC59xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// TrainingInstanceTypeMlC518xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC518xlarge = "ml.c5.18xlarge"
)

const (
	// TrainingJobEarlyStoppingTypeOff is a TrainingJobEarlyStoppingType enum value
	TrainingJobEarlyStoppingTypeOff = "Off"

	// TrainingJobEarlyStoppingTypeAuto is a TrainingJobEarlyStoppingType enum value
	TrainingJobEarlyStoppingTypeAuto = "Auto"
)

const (
	// TrainingJobSortByOptionsName is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsName = "Name"

	// TrainingJobSortByOptionsCreationTime is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsCreationTime = "CreationTime"

	// TrainingJobSortByOptionsStatus is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsStatus = "Status"

	// TrainingJobSortByOptionsFinalObjectiveMetricValue is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsFinalObjectiveMetricValue = "FinalObjectiveMetricValue"
)

const (
	// TrainingJobStatusInProgress is a TrainingJobStatus enum value
	TrainingJobStatusInProgress = "InProgress"

	// TrainingJobStatusCompleted is a TrainingJobStatus enum value
	TrainingJobStatusCompleted = "Completed"

	// TrainingJobStatusFailed is a TrainingJobStatus enum value
	TrainingJobStatusFailed = "Failed"

	// TrainingJobStatusStopping is a TrainingJobStatus enum value
	TrainingJobStatusStopping = "Stopping"

	// TrainingJobStatusStopped is a TrainingJobStatus enum value
	TrainingJobStatusStopped = "Stopped"
)

const (
	// TransformInstanceTypeMlM4Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// TransformInstanceTypeMlM42xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// TransformInstanceTypeMlM44xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// TransformInstanceTypeMlM410xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// TransformInstanceTypeMlM416xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// TransformInstanceTypeMlC4Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// TransformInstanceTypeMlC42xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// TransformInstanceTypeMlC44xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// TransformInstanceTypeMlC48xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// TransformInstanceTypeMlP2Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// TransformInstanceTypeMlP28xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// TransformInstanceTypeMlP216xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// TransformInstanceTypeMlP32xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// TransformInstanceTypeMlP38xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// TransformInstanceTypeMlP316xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// TransformInstanceTypeMlC5Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// TransformInstanceTypeMlC52xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// TransformInstanceTypeMlC54xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// TransformInstanceTypeMlC59xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// TransformInstanceTypeMlC518xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// TransformInstanceTypeMlM5Large is a TransformInstanceType enum value
	TransformInstanceTypeMlM5Large = "ml.m5.large"

	// TransformInstanceTypeMlM5Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// TransformInstanceTypeMlM52xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// TransformInstanceTypeMlM54xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// TransformInstanceTypeMlM512xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// TransformInstanceTypeMlM524xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM524xlarge = "ml.m5.24xlarge"
)

const (
	// TransformJobStatusInProgress is a TransformJobStatus enum value
	TransformJobStatusInProgress = "InProgress"

	// TransformJobStatusCompleted is a TransformJobStatus enum value
	TransformJobStatusCompleted = "Completed"

	// TransformJobStatusFailed is a TransformJobStatus enum value
	TransformJobStatusFailed = "Failed"

	// TransformJobStatusStopping is a TransformJobStatus enum value
	TransformJobStatusStopping = "Stopping"

	// TransformJobStatusStopped is a TransformJobStatus enum value
	TransformJobStatusStopped = "Stopped"
)