1// Code generated by private/model/cli/gen-api/main.go. DO NOT EDIT. 2 3package sagemaker 4 5import ( 6 "fmt" 7 "time" 8 9 "github.com/aws/aws-sdk-go/aws" 10 "github.com/aws/aws-sdk-go/aws/awsutil" 11 "github.com/aws/aws-sdk-go/aws/request" 12 "github.com/aws/aws-sdk-go/private/protocol" 13 "github.com/aws/aws-sdk-go/private/protocol/jsonrpc" 14) 15 16const opAddTags = "AddTags" 17 18// AddTagsRequest generates a "aws/request.Request" representing the 19// client's request for the AddTags operation. The "output" return 20// value will be populated with the request's response once the request completes 21// successfully. 22// 23// Use "Send" method on the returned Request to send the API call to the service. 24// the "output" return value is not valid until after Send returns without error. 25// 26// See AddTags for more information on using the AddTags 27// API call, and error handling. 28// 29// This method is useful when you want to inject custom logic or configuration 30// into the SDK's request lifecycle. Such as custom headers, or retry logic. 31// 32// 33// // Example sending a request using the AddTagsRequest method. 34// req, resp := client.AddTagsRequest(params) 35// 36// err := req.Send() 37// if err == nil { // resp is now filled 38// fmt.Println(resp) 39// } 40// 41// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/AddTags 42func (c *SageMaker) AddTagsRequest(input *AddTagsInput) (req *request.Request, output *AddTagsOutput) { 43 op := &request.Operation{ 44 Name: opAddTags, 45 HTTPMethod: "POST", 46 HTTPPath: "/", 47 } 48 49 if input == nil { 50 input = &AddTagsInput{} 51 } 52 53 output = &AddTagsOutput{} 54 req = c.newRequest(op, input, output) 55 return 56} 57 58// AddTags API operation for Amazon SageMaker Service. 59// 60// Adds or overwrites one or more tags for the specified Amazon SageMaker resource. 61// You can add tags to notebook instances, training jobs, hyperparameter tuning 62// jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, 63// and endpoints. 64// 65// Each tag consists of a key and an optional value. Tag keys must be unique 66// per resource. For more information about tags, see For more information, 67// see AWS Tagging Strategies (https://aws.amazon.com/answers/account-management/aws-tagging-strategies/). 68// 69// Tags that you add to a hyperparameter tuning job by calling this API are 70// also added to any training jobs that the hyperparameter tuning job launches 71// after you call this API, but not to training jobs that the hyperparameter 72// tuning job launched before you called this API. To make sure that the tags 73// associated with a hyperparameter tuning job are also added to all training 74// jobs that the hyperparameter tuning job launches, add the tags when you first 75// create the tuning job by specifying them in the Tags parameter of CreateHyperParameterTuningJob 76// 77// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 78// with awserr.Error's Code and Message methods to get detailed information about 79// the error. 80// 81// See the AWS API reference guide for Amazon SageMaker Service's 82// API operation AddTags for usage and error information. 83// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/AddTags 84func (c *SageMaker) AddTags(input *AddTagsInput) (*AddTagsOutput, error) { 85 req, out := c.AddTagsRequest(input) 86 return out, req.Send() 87} 88 89// AddTagsWithContext is the same as AddTags with the addition of 90// the ability to pass a context and additional request options. 91// 92// See AddTags for details on how to use this API operation. 93// 94// The context must be non-nil and will be used for request cancellation. If 95// the context is nil a panic will occur. In the future the SDK may create 96// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 97// for more information on using Contexts. 98func (c *SageMaker) AddTagsWithContext(ctx aws.Context, input *AddTagsInput, opts ...request.Option) (*AddTagsOutput, error) { 99 req, out := c.AddTagsRequest(input) 100 req.SetContext(ctx) 101 req.ApplyOptions(opts...) 102 return out, req.Send() 103} 104 105const opCreateAlgorithm = "CreateAlgorithm" 106 107// CreateAlgorithmRequest generates a "aws/request.Request" representing the 108// client's request for the CreateAlgorithm operation. The "output" return 109// value will be populated with the request's response once the request completes 110// successfully. 111// 112// Use "Send" method on the returned Request to send the API call to the service. 113// the "output" return value is not valid until after Send returns without error. 114// 115// See CreateAlgorithm for more information on using the CreateAlgorithm 116// API call, and error handling. 117// 118// This method is useful when you want to inject custom logic or configuration 119// into the SDK's request lifecycle. Such as custom headers, or retry logic. 120// 121// 122// // Example sending a request using the CreateAlgorithmRequest method. 123// req, resp := client.CreateAlgorithmRequest(params) 124// 125// err := req.Send() 126// if err == nil { // resp is now filled 127// fmt.Println(resp) 128// } 129// 130// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateAlgorithm 131func (c *SageMaker) CreateAlgorithmRequest(input *CreateAlgorithmInput) (req *request.Request, output *CreateAlgorithmOutput) { 132 op := &request.Operation{ 133 Name: opCreateAlgorithm, 134 HTTPMethod: "POST", 135 HTTPPath: "/", 136 } 137 138 if input == nil { 139 input = &CreateAlgorithmInput{} 140 } 141 142 output = &CreateAlgorithmOutput{} 143 req = c.newRequest(op, input, output) 144 return 145} 146 147// CreateAlgorithm API operation for Amazon SageMaker Service. 148// 149// Create a machine learning algorithm that you can use in Amazon SageMaker 150// and list in the AWS Marketplace. 151// 152// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 153// with awserr.Error's Code and Message methods to get detailed information about 154// the error. 155// 156// See the AWS API reference guide for Amazon SageMaker Service's 157// API operation CreateAlgorithm for usage and error information. 158// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateAlgorithm 159func (c *SageMaker) CreateAlgorithm(input *CreateAlgorithmInput) (*CreateAlgorithmOutput, error) { 160 req, out := c.CreateAlgorithmRequest(input) 161 return out, req.Send() 162} 163 164// CreateAlgorithmWithContext is the same as CreateAlgorithm with the addition of 165// the ability to pass a context and additional request options. 166// 167// See CreateAlgorithm for details on how to use this API operation. 168// 169// The context must be non-nil and will be used for request cancellation. If 170// the context is nil a panic will occur. In the future the SDK may create 171// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 172// for more information on using Contexts. 173func (c *SageMaker) CreateAlgorithmWithContext(ctx aws.Context, input *CreateAlgorithmInput, opts ...request.Option) (*CreateAlgorithmOutput, error) { 174 req, out := c.CreateAlgorithmRequest(input) 175 req.SetContext(ctx) 176 req.ApplyOptions(opts...) 177 return out, req.Send() 178} 179 180const opCreateCodeRepository = "CreateCodeRepository" 181 182// CreateCodeRepositoryRequest generates a "aws/request.Request" representing the 183// client's request for the CreateCodeRepository operation. The "output" return 184// value will be populated with the request's response once the request completes 185// successfully. 186// 187// Use "Send" method on the returned Request to send the API call to the service. 188// the "output" return value is not valid until after Send returns without error. 189// 190// See CreateCodeRepository for more information on using the CreateCodeRepository 191// API call, and error handling. 192// 193// This method is useful when you want to inject custom logic or configuration 194// into the SDK's request lifecycle. Such as custom headers, or retry logic. 195// 196// 197// // Example sending a request using the CreateCodeRepositoryRequest method. 198// req, resp := client.CreateCodeRepositoryRequest(params) 199// 200// err := req.Send() 201// if err == nil { // resp is now filled 202// fmt.Println(resp) 203// } 204// 205// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCodeRepository 206func (c *SageMaker) CreateCodeRepositoryRequest(input *CreateCodeRepositoryInput) (req *request.Request, output *CreateCodeRepositoryOutput) { 207 op := &request.Operation{ 208 Name: opCreateCodeRepository, 209 HTTPMethod: "POST", 210 HTTPPath: "/", 211 } 212 213 if input == nil { 214 input = &CreateCodeRepositoryInput{} 215 } 216 217 output = &CreateCodeRepositoryOutput{} 218 req = c.newRequest(op, input, output) 219 return 220} 221 222// CreateCodeRepository API operation for Amazon SageMaker Service. 223// 224// Creates a Git repository as a resource in your Amazon SageMaker account. 225// You can associate the repository with notebook instances so that you can 226// use Git source control for the notebooks you create. The Git repository is 227// a resource in your Amazon SageMaker account, so it can be associated with 228// more than one notebook instance, and it persists independently from the lifecycle 229// of any notebook instances it is associated with. 230// 231// The repository can be hosted either in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 232// or in any other Git repository. 233// 234// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 235// with awserr.Error's Code and Message methods to get detailed information about 236// the error. 237// 238// See the AWS API reference guide for Amazon SageMaker Service's 239// API operation CreateCodeRepository for usage and error information. 240// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCodeRepository 241func (c *SageMaker) CreateCodeRepository(input *CreateCodeRepositoryInput) (*CreateCodeRepositoryOutput, error) { 242 req, out := c.CreateCodeRepositoryRequest(input) 243 return out, req.Send() 244} 245 246// CreateCodeRepositoryWithContext is the same as CreateCodeRepository with the addition of 247// the ability to pass a context and additional request options. 248// 249// See CreateCodeRepository for details on how to use this API operation. 250// 251// The context must be non-nil and will be used for request cancellation. If 252// the context is nil a panic will occur. In the future the SDK may create 253// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 254// for more information on using Contexts. 255func (c *SageMaker) CreateCodeRepositoryWithContext(ctx aws.Context, input *CreateCodeRepositoryInput, opts ...request.Option) (*CreateCodeRepositoryOutput, error) { 256 req, out := c.CreateCodeRepositoryRequest(input) 257 req.SetContext(ctx) 258 req.ApplyOptions(opts...) 259 return out, req.Send() 260} 261 262const opCreateCompilationJob = "CreateCompilationJob" 263 264// CreateCompilationJobRequest generates a "aws/request.Request" representing the 265// client's request for the CreateCompilationJob operation. The "output" return 266// value will be populated with the request's response once the request completes 267// successfully. 268// 269// Use "Send" method on the returned Request to send the API call to the service. 270// the "output" return value is not valid until after Send returns without error. 271// 272// See CreateCompilationJob for more information on using the CreateCompilationJob 273// API call, and error handling. 274// 275// This method is useful when you want to inject custom logic or configuration 276// into the SDK's request lifecycle. Such as custom headers, or retry logic. 277// 278// 279// // Example sending a request using the CreateCompilationJobRequest method. 280// req, resp := client.CreateCompilationJobRequest(params) 281// 282// err := req.Send() 283// if err == nil { // resp is now filled 284// fmt.Println(resp) 285// } 286// 287// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob 288func (c *SageMaker) CreateCompilationJobRequest(input *CreateCompilationJobInput) (req *request.Request, output *CreateCompilationJobOutput) { 289 op := &request.Operation{ 290 Name: opCreateCompilationJob, 291 HTTPMethod: "POST", 292 HTTPPath: "/", 293 } 294 295 if input == nil { 296 input = &CreateCompilationJobInput{} 297 } 298 299 output = &CreateCompilationJobOutput{} 300 req = c.newRequest(op, input, output) 301 return 302} 303 304// CreateCompilationJob API operation for Amazon SageMaker Service. 305// 306// Starts a model compilation job. After the model has been compiled, Amazon 307// SageMaker saves the resulting model artifacts to an Amazon Simple Storage 308// Service (Amazon S3) bucket that you specify. 309// 310// If you choose to host your model using Amazon SageMaker hosting services, 311// you can use the resulting model artifacts as part of the model. You can also 312// use the artifacts with AWS IoT Greengrass. In that case, deploy them as an 313// ML resource. 314// 315// In the request body, you provide the following: 316// 317// * A name for the compilation job 318// 319// * Information about the input model artifacts 320// 321// * The output location for the compiled model and the device (target) that 322// the model runs on 323// 324// * The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker 325// assumes to perform the model compilation job 326// 327// You can also provide a Tag to track the model compilation job's resource 328// use and costs. The response body contains the CompilationJobArn for the compiled 329// job. 330// 331// To stop a model compilation job, use StopCompilationJob. To get information 332// about a particular model compilation job, use DescribeCompilationJob. To 333// get information about multiple model compilation jobs, use ListCompilationJobs. 334// 335// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 336// with awserr.Error's Code and Message methods to get detailed information about 337// the error. 338// 339// See the AWS API reference guide for Amazon SageMaker Service's 340// API operation CreateCompilationJob for usage and error information. 341// 342// Returned Error Codes: 343// * ErrCodeResourceInUse "ResourceInUse" 344// Resource being accessed is in use. 345// 346// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 347// You have exceeded an Amazon SageMaker resource limit. For example, you might 348// have too many training jobs created. 349// 350// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob 351func (c *SageMaker) CreateCompilationJob(input *CreateCompilationJobInput) (*CreateCompilationJobOutput, error) { 352 req, out := c.CreateCompilationJobRequest(input) 353 return out, req.Send() 354} 355 356// CreateCompilationJobWithContext is the same as CreateCompilationJob with the addition of 357// the ability to pass a context and additional request options. 358// 359// See CreateCompilationJob for details on how to use this API operation. 360// 361// The context must be non-nil and will be used for request cancellation. If 362// the context is nil a panic will occur. In the future the SDK may create 363// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 364// for more information on using Contexts. 365func (c *SageMaker) CreateCompilationJobWithContext(ctx aws.Context, input *CreateCompilationJobInput, opts ...request.Option) (*CreateCompilationJobOutput, error) { 366 req, out := c.CreateCompilationJobRequest(input) 367 req.SetContext(ctx) 368 req.ApplyOptions(opts...) 369 return out, req.Send() 370} 371 372const opCreateEndpoint = "CreateEndpoint" 373 374// CreateEndpointRequest generates a "aws/request.Request" representing the 375// client's request for the CreateEndpoint operation. The "output" return 376// value will be populated with the request's response once the request completes 377// successfully. 378// 379// Use "Send" method on the returned Request to send the API call to the service. 380// the "output" return value is not valid until after Send returns without error. 381// 382// See CreateEndpoint for more information on using the CreateEndpoint 383// API call, and error handling. 384// 385// This method is useful when you want to inject custom logic or configuration 386// into the SDK's request lifecycle. Such as custom headers, or retry logic. 387// 388// 389// // Example sending a request using the CreateEndpointRequest method. 390// req, resp := client.CreateEndpointRequest(params) 391// 392// err := req.Send() 393// if err == nil { // resp is now filled 394// fmt.Println(resp) 395// } 396// 397// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint 398func (c *SageMaker) CreateEndpointRequest(input *CreateEndpointInput) (req *request.Request, output *CreateEndpointOutput) { 399 op := &request.Operation{ 400 Name: opCreateEndpoint, 401 HTTPMethod: "POST", 402 HTTPPath: "/", 403 } 404 405 if input == nil { 406 input = &CreateEndpointInput{} 407 } 408 409 output = &CreateEndpointOutput{} 410 req = c.newRequest(op, input, output) 411 return 412} 413 414// CreateEndpoint API operation for Amazon SageMaker Service. 415// 416// Creates an endpoint using the endpoint configuration specified in the request. 417// Amazon SageMaker uses the endpoint to provision resources and deploy models. 418// You create the endpoint configuration with the CreateEndpointConfig (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) 419// API. 420// 421// Use this API only for hosting models using Amazon SageMaker hosting services. 422// 423// You must not delete an EndpointConfig in use by an endpoint that is live 424// or while the UpdateEndpoint or CreateEndpoint operations are being performed 425// on the endpoint. To update an endpoint, you must create a new EndpointConfig. 426// 427// The endpoint name must be unique within an AWS Region in your AWS account. 428// 429// When it receives the request, Amazon SageMaker creates the endpoint, launches 430// the resources (ML compute instances), and deploys the model(s) on them. 431// 432// When Amazon SageMaker receives the request, it sets the endpoint status to 433// Creating. After it creates the endpoint, it sets the status to InService. 434// Amazon SageMaker can then process incoming requests for inferences. To check 435// the status of an endpoint, use the DescribeEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) 436// API. 437// 438// For an example, see Exercise 1: Using the K-Means Algorithm Provided by Amazon 439// SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/ex1.html). 440// 441// If any of the models hosted at this endpoint get model data from an Amazon 442// S3 location, Amazon SageMaker uses AWS Security Token Service to download 443// model artifacts from the S3 path you provided. AWS STS is activated in your 444// IAM user account by default. If you previously deactivated AWS STS for a 445// region, you need to reactivate AWS STS for that region. For more information, 446// see Activating and Deactivating AWS STS i an AWS Region (IAM/latest/UserGuide/id_credentials_temp_enable-regions.html) 447// in the AWS Identity and Access Management User Guide. 448// 449// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 450// with awserr.Error's Code and Message methods to get detailed information about 451// the error. 452// 453// See the AWS API reference guide for Amazon SageMaker Service's 454// API operation CreateEndpoint for usage and error information. 455// 456// Returned Error Codes: 457// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 458// You have exceeded an Amazon SageMaker resource limit. For example, you might 459// have too many training jobs created. 460// 461// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint 462func (c *SageMaker) CreateEndpoint(input *CreateEndpointInput) (*CreateEndpointOutput, error) { 463 req, out := c.CreateEndpointRequest(input) 464 return out, req.Send() 465} 466 467// CreateEndpointWithContext is the same as CreateEndpoint with the addition of 468// the ability to pass a context and additional request options. 469// 470// See CreateEndpoint for details on how to use this API operation. 471// 472// The context must be non-nil and will be used for request cancellation. If 473// the context is nil a panic will occur. In the future the SDK may create 474// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 475// for more information on using Contexts. 476func (c *SageMaker) CreateEndpointWithContext(ctx aws.Context, input *CreateEndpointInput, opts ...request.Option) (*CreateEndpointOutput, error) { 477 req, out := c.CreateEndpointRequest(input) 478 req.SetContext(ctx) 479 req.ApplyOptions(opts...) 480 return out, req.Send() 481} 482 483const opCreateEndpointConfig = "CreateEndpointConfig" 484 485// CreateEndpointConfigRequest generates a "aws/request.Request" representing the 486// client's request for the CreateEndpointConfig operation. The "output" return 487// value will be populated with the request's response once the request completes 488// successfully. 489// 490// Use "Send" method on the returned Request to send the API call to the service. 491// the "output" return value is not valid until after Send returns without error. 492// 493// See CreateEndpointConfig for more information on using the CreateEndpointConfig 494// API call, and error handling. 495// 496// This method is useful when you want to inject custom logic or configuration 497// into the SDK's request lifecycle. Such as custom headers, or retry logic. 498// 499// 500// // Example sending a request using the CreateEndpointConfigRequest method. 501// req, resp := client.CreateEndpointConfigRequest(params) 502// 503// err := req.Send() 504// if err == nil { // resp is now filled 505// fmt.Println(resp) 506// } 507// 508// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig 509func (c *SageMaker) CreateEndpointConfigRequest(input *CreateEndpointConfigInput) (req *request.Request, output *CreateEndpointConfigOutput) { 510 op := &request.Operation{ 511 Name: opCreateEndpointConfig, 512 HTTPMethod: "POST", 513 HTTPPath: "/", 514 } 515 516 if input == nil { 517 input = &CreateEndpointConfigInput{} 518 } 519 520 output = &CreateEndpointConfigOutput{} 521 req = c.newRequest(op, input, output) 522 return 523} 524 525// CreateEndpointConfig API operation for Amazon SageMaker Service. 526// 527// Creates an endpoint configuration that Amazon SageMaker hosting services 528// uses to deploy models. In the configuration, you identify one or more models, 529// created using the CreateModel API, to deploy and the resources that you want 530// Amazon SageMaker to provision. Then you call the CreateEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html) 531// API. 532// 533// Use this API only if you want to use Amazon SageMaker hosting services to 534// deploy models into production. 535// 536// In the request, you define one or more ProductionVariants, each of which 537// identifies a model. Each ProductionVariant parameter also describes the resources 538// that you want Amazon SageMaker to provision. This includes the number and 539// type of ML compute instances to deploy. 540// 541// If you are hosting multiple models, you also assign a VariantWeight to specify 542// how much traffic you want to allocate to each model. For example, suppose 543// that you want to host two models, A and B, and you assign traffic weight 544// 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds 545// of the traffic to Model A, and one-third to model B. 546// 547// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 548// with awserr.Error's Code and Message methods to get detailed information about 549// the error. 550// 551// See the AWS API reference guide for Amazon SageMaker Service's 552// API operation CreateEndpointConfig for usage and error information. 553// 554// Returned Error Codes: 555// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 556// You have exceeded an Amazon SageMaker resource limit. For example, you might 557// have too many training jobs created. 558// 559// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig 560func (c *SageMaker) CreateEndpointConfig(input *CreateEndpointConfigInput) (*CreateEndpointConfigOutput, error) { 561 req, out := c.CreateEndpointConfigRequest(input) 562 return out, req.Send() 563} 564 565// CreateEndpointConfigWithContext is the same as CreateEndpointConfig with the addition of 566// the ability to pass a context and additional request options. 567// 568// See CreateEndpointConfig for details on how to use this API operation. 569// 570// The context must be non-nil and will be used for request cancellation. If 571// the context is nil a panic will occur. In the future the SDK may create 572// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 573// for more information on using Contexts. 574func (c *SageMaker) CreateEndpointConfigWithContext(ctx aws.Context, input *CreateEndpointConfigInput, opts ...request.Option) (*CreateEndpointConfigOutput, error) { 575 req, out := c.CreateEndpointConfigRequest(input) 576 req.SetContext(ctx) 577 req.ApplyOptions(opts...) 578 return out, req.Send() 579} 580 581const opCreateHyperParameterTuningJob = "CreateHyperParameterTuningJob" 582 583// CreateHyperParameterTuningJobRequest generates a "aws/request.Request" representing the 584// client's request for the CreateHyperParameterTuningJob operation. The "output" return 585// value will be populated with the request's response once the request completes 586// successfully. 587// 588// Use "Send" method on the returned Request to send the API call to the service. 589// the "output" return value is not valid until after Send returns without error. 590// 591// See CreateHyperParameterTuningJob for more information on using the CreateHyperParameterTuningJob 592// API call, and error handling. 593// 594// This method is useful when you want to inject custom logic or configuration 595// into the SDK's request lifecycle. Such as custom headers, or retry logic. 596// 597// 598// // Example sending a request using the CreateHyperParameterTuningJobRequest method. 599// req, resp := client.CreateHyperParameterTuningJobRequest(params) 600// 601// err := req.Send() 602// if err == nil { // resp is now filled 603// fmt.Println(resp) 604// } 605// 606// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob 607func (c *SageMaker) CreateHyperParameterTuningJobRequest(input *CreateHyperParameterTuningJobInput) (req *request.Request, output *CreateHyperParameterTuningJobOutput) { 608 op := &request.Operation{ 609 Name: opCreateHyperParameterTuningJob, 610 HTTPMethod: "POST", 611 HTTPPath: "/", 612 } 613 614 if input == nil { 615 input = &CreateHyperParameterTuningJobInput{} 616 } 617 618 output = &CreateHyperParameterTuningJobOutput{} 619 req = c.newRequest(op, input, output) 620 return 621} 622 623// CreateHyperParameterTuningJob API operation for Amazon SageMaker Service. 624// 625// Starts a hyperparameter tuning job. A hyperparameter tuning job finds the 626// best version of a model by running many training jobs on your dataset using 627// the algorithm you choose and values for hyperparameters within ranges that 628// you specify. It then chooses the hyperparameter values that result in a model 629// that performs the best, as measured by an objective metric that you choose. 630// 631// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 632// with awserr.Error's Code and Message methods to get detailed information about 633// the error. 634// 635// See the AWS API reference guide for Amazon SageMaker Service's 636// API operation CreateHyperParameterTuningJob for usage and error information. 637// 638// Returned Error Codes: 639// * ErrCodeResourceInUse "ResourceInUse" 640// Resource being accessed is in use. 641// 642// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 643// You have exceeded an Amazon SageMaker resource limit. For example, you might 644// have too many training jobs created. 645// 646// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob 647func (c *SageMaker) CreateHyperParameterTuningJob(input *CreateHyperParameterTuningJobInput) (*CreateHyperParameterTuningJobOutput, error) { 648 req, out := c.CreateHyperParameterTuningJobRequest(input) 649 return out, req.Send() 650} 651 652// CreateHyperParameterTuningJobWithContext is the same as CreateHyperParameterTuningJob with the addition of 653// the ability to pass a context and additional request options. 654// 655// See CreateHyperParameterTuningJob for details on how to use this API operation. 656// 657// The context must be non-nil and will be used for request cancellation. If 658// the context is nil a panic will occur. In the future the SDK may create 659// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 660// for more information on using Contexts. 661func (c *SageMaker) CreateHyperParameterTuningJobWithContext(ctx aws.Context, input *CreateHyperParameterTuningJobInput, opts ...request.Option) (*CreateHyperParameterTuningJobOutput, error) { 662 req, out := c.CreateHyperParameterTuningJobRequest(input) 663 req.SetContext(ctx) 664 req.ApplyOptions(opts...) 665 return out, req.Send() 666} 667 668const opCreateLabelingJob = "CreateLabelingJob" 669 670// CreateLabelingJobRequest generates a "aws/request.Request" representing the 671// client's request for the CreateLabelingJob operation. The "output" return 672// value will be populated with the request's response once the request completes 673// successfully. 674// 675// Use "Send" method on the returned Request to send the API call to the service. 676// the "output" return value is not valid until after Send returns without error. 677// 678// See CreateLabelingJob for more information on using the CreateLabelingJob 679// API call, and error handling. 680// 681// This method is useful when you want to inject custom logic or configuration 682// into the SDK's request lifecycle. Such as custom headers, or retry logic. 683// 684// 685// // Example sending a request using the CreateLabelingJobRequest method. 686// req, resp := client.CreateLabelingJobRequest(params) 687// 688// err := req.Send() 689// if err == nil { // resp is now filled 690// fmt.Println(resp) 691// } 692// 693// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateLabelingJob 694func (c *SageMaker) CreateLabelingJobRequest(input *CreateLabelingJobInput) (req *request.Request, output *CreateLabelingJobOutput) { 695 op := &request.Operation{ 696 Name: opCreateLabelingJob, 697 HTTPMethod: "POST", 698 HTTPPath: "/", 699 } 700 701 if input == nil { 702 input = &CreateLabelingJobInput{} 703 } 704 705 output = &CreateLabelingJobOutput{} 706 req = c.newRequest(op, input, output) 707 return 708} 709 710// CreateLabelingJob API operation for Amazon SageMaker Service. 711// 712// Creates a job that uses workers to label the data objects in your input dataset. 713// You can use the labeled data to train machine learning models. 714// 715// You can select your workforce from one of three providers: 716// 717// * A private workforce that you create. It can include employees, contractors, 718// and outside experts. Use a private workforce when want the data to stay 719// within your organization or when a specific set of skills is required. 720// 721// * One or more vendors that you select from the AWS Marketplace. Vendors 722// provide expertise in specific areas. 723// 724// * The Amazon Mechanical Turk workforce. This is the largest workforce, 725// but it should only be used for public data or data that has been stripped 726// of any personally identifiable information. 727// 728// You can also use automated data labeling to reduce the number of data objects 729// that need to be labeled by a human. Automated data labeling uses active learning 730// to determine if a data object can be labeled by machine or if it needs to 731// be sent to a human worker. For more information, see Using Automated Data 732// Labeling (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-automated-labeling.html). 733// 734// The data objects to be labeled are contained in an Amazon S3 bucket. You 735// create a manifest file that describes the location of each object. For more 736// information, see Using Input and Output Data (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-data.html). 737// 738// The output can be used as the manifest file for another labeling job or as 739// training data for your machine learning models. 740// 741// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 742// with awserr.Error's Code and Message methods to get detailed information about 743// the error. 744// 745// See the AWS API reference guide for Amazon SageMaker Service's 746// API operation CreateLabelingJob for usage and error information. 747// 748// Returned Error Codes: 749// * ErrCodeResourceInUse "ResourceInUse" 750// Resource being accessed is in use. 751// 752// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 753// You have exceeded an Amazon SageMaker resource limit. For example, you might 754// have too many training jobs created. 755// 756// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateLabelingJob 757func (c *SageMaker) CreateLabelingJob(input *CreateLabelingJobInput) (*CreateLabelingJobOutput, error) { 758 req, out := c.CreateLabelingJobRequest(input) 759 return out, req.Send() 760} 761 762// CreateLabelingJobWithContext is the same as CreateLabelingJob with the addition of 763// the ability to pass a context and additional request options. 764// 765// See CreateLabelingJob for details on how to use this API operation. 766// 767// The context must be non-nil and will be used for request cancellation. If 768// the context is nil a panic will occur. In the future the SDK may create 769// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 770// for more information on using Contexts. 771func (c *SageMaker) CreateLabelingJobWithContext(ctx aws.Context, input *CreateLabelingJobInput, opts ...request.Option) (*CreateLabelingJobOutput, error) { 772 req, out := c.CreateLabelingJobRequest(input) 773 req.SetContext(ctx) 774 req.ApplyOptions(opts...) 775 return out, req.Send() 776} 777 778const opCreateModel = "CreateModel" 779 780// CreateModelRequest generates a "aws/request.Request" representing the 781// client's request for the CreateModel operation. The "output" return 782// value will be populated with the request's response once the request completes 783// successfully. 784// 785// Use "Send" method on the returned Request to send the API call to the service. 786// the "output" return value is not valid until after Send returns without error. 787// 788// See CreateModel for more information on using the CreateModel 789// API call, and error handling. 790// 791// This method is useful when you want to inject custom logic or configuration 792// into the SDK's request lifecycle. Such as custom headers, or retry logic. 793// 794// 795// // Example sending a request using the CreateModelRequest method. 796// req, resp := client.CreateModelRequest(params) 797// 798// err := req.Send() 799// if err == nil { // resp is now filled 800// fmt.Println(resp) 801// } 802// 803// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel 804func (c *SageMaker) CreateModelRequest(input *CreateModelInput) (req *request.Request, output *CreateModelOutput) { 805 op := &request.Operation{ 806 Name: opCreateModel, 807 HTTPMethod: "POST", 808 HTTPPath: "/", 809 } 810 811 if input == nil { 812 input = &CreateModelInput{} 813 } 814 815 output = &CreateModelOutput{} 816 req = c.newRequest(op, input, output) 817 return 818} 819 820// CreateModel API operation for Amazon SageMaker Service. 821// 822// Creates a model in Amazon SageMaker. In the request, you name the model and 823// describe a primary container. For the primary container, you specify the 824// docker image containing inference code, artifacts (from prior training), 825// and custom environment map that the inference code uses when you deploy the 826// model for predictions. 827// 828// Use this API to create a model if you want to use Amazon SageMaker hosting 829// services or run a batch transform job. 830// 831// To host your model, you create an endpoint configuration with the CreateEndpointConfig 832// API, and then create an endpoint with the CreateEndpoint API. Amazon SageMaker 833// then deploys all of the containers that you defined for the model in the 834// hosting environment. 835// 836// To run a batch transform using your model, you start a job with the CreateTransformJob 837// API. Amazon SageMaker uses your model and your dataset to get inferences 838// which are then saved to a specified S3 location. 839// 840// In the CreateModel request, you must define a container with the PrimaryContainer 841// parameter. 842// 843// In the request, you also provide an IAM role that Amazon SageMaker can assume 844// to access model artifacts and docker image for deployment on ML compute hosting 845// instances or for batch transform jobs. In addition, you also use the IAM 846// role to manage permissions the inference code needs. For example, if the 847// inference code access any other AWS resources, you grant necessary permissions 848// via this role. 849// 850// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 851// with awserr.Error's Code and Message methods to get detailed information about 852// the error. 853// 854// See the AWS API reference guide for Amazon SageMaker Service's 855// API operation CreateModel for usage and error information. 856// 857// Returned Error Codes: 858// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 859// You have exceeded an Amazon SageMaker resource limit. For example, you might 860// have too many training jobs created. 861// 862// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel 863func (c *SageMaker) CreateModel(input *CreateModelInput) (*CreateModelOutput, error) { 864 req, out := c.CreateModelRequest(input) 865 return out, req.Send() 866} 867 868// CreateModelWithContext is the same as CreateModel with the addition of 869// the ability to pass a context and additional request options. 870// 871// See CreateModel for details on how to use this API operation. 872// 873// The context must be non-nil and will be used for request cancellation. If 874// the context is nil a panic will occur. In the future the SDK may create 875// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 876// for more information on using Contexts. 877func (c *SageMaker) CreateModelWithContext(ctx aws.Context, input *CreateModelInput, opts ...request.Option) (*CreateModelOutput, error) { 878 req, out := c.CreateModelRequest(input) 879 req.SetContext(ctx) 880 req.ApplyOptions(opts...) 881 return out, req.Send() 882} 883 884const opCreateModelPackage = "CreateModelPackage" 885 886// CreateModelPackageRequest generates a "aws/request.Request" representing the 887// client's request for the CreateModelPackage operation. The "output" return 888// value will be populated with the request's response once the request completes 889// successfully. 890// 891// Use "Send" method on the returned Request to send the API call to the service. 892// the "output" return value is not valid until after Send returns without error. 893// 894// See CreateModelPackage for more information on using the CreateModelPackage 895// API call, and error handling. 896// 897// This method is useful when you want to inject custom logic or configuration 898// into the SDK's request lifecycle. Such as custom headers, or retry logic. 899// 900// 901// // Example sending a request using the CreateModelPackageRequest method. 902// req, resp := client.CreateModelPackageRequest(params) 903// 904// err := req.Send() 905// if err == nil { // resp is now filled 906// fmt.Println(resp) 907// } 908// 909// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModelPackage 910func (c *SageMaker) CreateModelPackageRequest(input *CreateModelPackageInput) (req *request.Request, output *CreateModelPackageOutput) { 911 op := &request.Operation{ 912 Name: opCreateModelPackage, 913 HTTPMethod: "POST", 914 HTTPPath: "/", 915 } 916 917 if input == nil { 918 input = &CreateModelPackageInput{} 919 } 920 921 output = &CreateModelPackageOutput{} 922 req = c.newRequest(op, input, output) 923 return 924} 925 926// CreateModelPackage API operation for Amazon SageMaker Service. 927// 928// Creates a model package that you can use to create Amazon SageMaker models 929// or list on AWS Marketplace. Buyers can subscribe to model packages listed 930// on AWS Marketplace to create models in Amazon SageMaker. 931// 932// To create a model package by specifying a Docker container that contains 933// your inference code and the Amazon S3 location of your model artifacts, provide 934// values for InferenceSpecification. To create a model from an algorithm resource 935// that you created or subscribed to in AWS Marketplace, provide a value for 936// SourceAlgorithmSpecification. 937// 938// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 939// with awserr.Error's Code and Message methods to get detailed information about 940// the error. 941// 942// See the AWS API reference guide for Amazon SageMaker Service's 943// API operation CreateModelPackage for usage and error information. 944// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModelPackage 945func (c *SageMaker) CreateModelPackage(input *CreateModelPackageInput) (*CreateModelPackageOutput, error) { 946 req, out := c.CreateModelPackageRequest(input) 947 return out, req.Send() 948} 949 950// CreateModelPackageWithContext is the same as CreateModelPackage with the addition of 951// the ability to pass a context and additional request options. 952// 953// See CreateModelPackage for details on how to use this API operation. 954// 955// The context must be non-nil and will be used for request cancellation. If 956// the context is nil a panic will occur. In the future the SDK may create 957// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 958// for more information on using Contexts. 959func (c *SageMaker) CreateModelPackageWithContext(ctx aws.Context, input *CreateModelPackageInput, opts ...request.Option) (*CreateModelPackageOutput, error) { 960 req, out := c.CreateModelPackageRequest(input) 961 req.SetContext(ctx) 962 req.ApplyOptions(opts...) 963 return out, req.Send() 964} 965 966const opCreateNotebookInstance = "CreateNotebookInstance" 967 968// CreateNotebookInstanceRequest generates a "aws/request.Request" representing the 969// client's request for the CreateNotebookInstance operation. The "output" return 970// value will be populated with the request's response once the request completes 971// successfully. 972// 973// Use "Send" method on the returned Request to send the API call to the service. 974// the "output" return value is not valid until after Send returns without error. 975// 976// See CreateNotebookInstance for more information on using the CreateNotebookInstance 977// API call, and error handling. 978// 979// This method is useful when you want to inject custom logic or configuration 980// into the SDK's request lifecycle. Such as custom headers, or retry logic. 981// 982// 983// // Example sending a request using the CreateNotebookInstanceRequest method. 984// req, resp := client.CreateNotebookInstanceRequest(params) 985// 986// err := req.Send() 987// if err == nil { // resp is now filled 988// fmt.Println(resp) 989// } 990// 991// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance 992func (c *SageMaker) CreateNotebookInstanceRequest(input *CreateNotebookInstanceInput) (req *request.Request, output *CreateNotebookInstanceOutput) { 993 op := &request.Operation{ 994 Name: opCreateNotebookInstance, 995 HTTPMethod: "POST", 996 HTTPPath: "/", 997 } 998 999 if input == nil { 1000 input = &CreateNotebookInstanceInput{} 1001 } 1002 1003 output = &CreateNotebookInstanceOutput{} 1004 req = c.newRequest(op, input, output) 1005 return 1006} 1007 1008// CreateNotebookInstance API operation for Amazon SageMaker Service. 1009// 1010// Creates an Amazon SageMaker notebook instance. A notebook instance is a machine 1011// learning (ML) compute instance running on a Jupyter notebook. 1012// 1013// In a CreateNotebookInstance request, specify the type of ML compute instance 1014// that you want to run. Amazon SageMaker launches the instance, installs common 1015// libraries that you can use to explore datasets for model training, and attaches 1016// an ML storage volume to the notebook instance. 1017// 1018// Amazon SageMaker also provides a set of example notebooks. Each notebook 1019// demonstrates how to use Amazon SageMaker with a specific algorithm or with 1020// a machine learning framework. 1021// 1022// After receiving the request, Amazon SageMaker does the following: 1023// 1024// Creates a network interface in the Amazon SageMaker VPC. 1025// 1026// (Option) If you specified SubnetId, Amazon SageMaker creates a network interface 1027// in your own VPC, which is inferred from the subnet ID that you provide in 1028// the input. When creating this network interface, Amazon SageMaker attaches 1029// the security group that you specified in the request to the network interface 1030// that it creates in your VPC. 1031// 1032// Launches an EC2 instance of the type specified in the request in the Amazon 1033// SageMaker VPC. If you specified SubnetId of your VPC, Amazon SageMaker specifies 1034// both network interfaces when launching this instance. This enables inbound 1035// traffic from your own VPC to the notebook instance, assuming that the security 1036// groups allow it. 1037// 1038// After creating the notebook instance, Amazon SageMaker returns its Amazon 1039// Resource Name (ARN). You can't change the name of a notebook instance after 1040// you create it. 1041// 1042// After Amazon SageMaker creates the notebook instance, you can connect to 1043// the Jupyter server and work in Jupyter notebooks. For example, you can write 1044// code to explore a dataset that you can use for model training, train a model, 1045// host models by creating Amazon SageMaker endpoints, and validate hosted models. 1046// 1047// For more information, see How It Works (https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html). 1048// 1049// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1050// with awserr.Error's Code and Message methods to get detailed information about 1051// the error. 1052// 1053// See the AWS API reference guide for Amazon SageMaker Service's 1054// API operation CreateNotebookInstance for usage and error information. 1055// 1056// Returned Error Codes: 1057// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 1058// You have exceeded an Amazon SageMaker resource limit. For example, you might 1059// have too many training jobs created. 1060// 1061// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance 1062func (c *SageMaker) CreateNotebookInstance(input *CreateNotebookInstanceInput) (*CreateNotebookInstanceOutput, error) { 1063 req, out := c.CreateNotebookInstanceRequest(input) 1064 return out, req.Send() 1065} 1066 1067// CreateNotebookInstanceWithContext is the same as CreateNotebookInstance with the addition of 1068// the ability to pass a context and additional request options. 1069// 1070// See CreateNotebookInstance for details on how to use this API operation. 1071// 1072// The context must be non-nil and will be used for request cancellation. If 1073// the context is nil a panic will occur. In the future the SDK may create 1074// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1075// for more information on using Contexts. 1076func (c *SageMaker) CreateNotebookInstanceWithContext(ctx aws.Context, input *CreateNotebookInstanceInput, opts ...request.Option) (*CreateNotebookInstanceOutput, error) { 1077 req, out := c.CreateNotebookInstanceRequest(input) 1078 req.SetContext(ctx) 1079 req.ApplyOptions(opts...) 1080 return out, req.Send() 1081} 1082 1083const opCreateNotebookInstanceLifecycleConfig = "CreateNotebookInstanceLifecycleConfig" 1084 1085// CreateNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the 1086// client's request for the CreateNotebookInstanceLifecycleConfig operation. The "output" return 1087// value will be populated with the request's response once the request completes 1088// successfully. 1089// 1090// Use "Send" method on the returned Request to send the API call to the service. 1091// the "output" return value is not valid until after Send returns without error. 1092// 1093// See CreateNotebookInstanceLifecycleConfig for more information on using the CreateNotebookInstanceLifecycleConfig 1094// API call, and error handling. 1095// 1096// This method is useful when you want to inject custom logic or configuration 1097// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1098// 1099// 1100// // Example sending a request using the CreateNotebookInstanceLifecycleConfigRequest method. 1101// req, resp := client.CreateNotebookInstanceLifecycleConfigRequest(params) 1102// 1103// err := req.Send() 1104// if err == nil { // resp is now filled 1105// fmt.Println(resp) 1106// } 1107// 1108// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig 1109func (c *SageMaker) CreateNotebookInstanceLifecycleConfigRequest(input *CreateNotebookInstanceLifecycleConfigInput) (req *request.Request, output *CreateNotebookInstanceLifecycleConfigOutput) { 1110 op := &request.Operation{ 1111 Name: opCreateNotebookInstanceLifecycleConfig, 1112 HTTPMethod: "POST", 1113 HTTPPath: "/", 1114 } 1115 1116 if input == nil { 1117 input = &CreateNotebookInstanceLifecycleConfigInput{} 1118 } 1119 1120 output = &CreateNotebookInstanceLifecycleConfigOutput{} 1121 req = c.newRequest(op, input, output) 1122 return 1123} 1124 1125// CreateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service. 1126// 1127// Creates a lifecycle configuration that you can associate with a notebook 1128// instance. A lifecycle configuration is a collection of shell scripts that 1129// run when you create or start a notebook instance. 1130// 1131// Each lifecycle configuration script has a limit of 16384 characters. 1132// 1133// The value of the $PATH environment variable that is available to both scripts 1134// is /sbin:bin:/usr/sbin:/usr/bin. 1135// 1136// View CloudWatch Logs for notebook instance lifecycle configurations in log 1137// group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook]. 1138// 1139// Lifecycle configuration scripts cannot run for longer than 5 minutes. If 1140// a script runs for longer than 5 minutes, it fails and the notebook instance 1141// is not created or started. 1142// 1143// For information about notebook instance lifestyle configurations, see Step 1144// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). 1145// 1146// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1147// with awserr.Error's Code and Message methods to get detailed information about 1148// the error. 1149// 1150// See the AWS API reference guide for Amazon SageMaker Service's 1151// API operation CreateNotebookInstanceLifecycleConfig for usage and error information. 1152// 1153// Returned Error Codes: 1154// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 1155// You have exceeded an Amazon SageMaker resource limit. For example, you might 1156// have too many training jobs created. 1157// 1158// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig 1159func (c *SageMaker) CreateNotebookInstanceLifecycleConfig(input *CreateNotebookInstanceLifecycleConfigInput) (*CreateNotebookInstanceLifecycleConfigOutput, error) { 1160 req, out := c.CreateNotebookInstanceLifecycleConfigRequest(input) 1161 return out, req.Send() 1162} 1163 1164// CreateNotebookInstanceLifecycleConfigWithContext is the same as CreateNotebookInstanceLifecycleConfig with the addition of 1165// the ability to pass a context and additional request options. 1166// 1167// See CreateNotebookInstanceLifecycleConfig for details on how to use this API operation. 1168// 1169// The context must be non-nil and will be used for request cancellation. If 1170// the context is nil a panic will occur. In the future the SDK may create 1171// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1172// for more information on using Contexts. 1173func (c *SageMaker) CreateNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *CreateNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*CreateNotebookInstanceLifecycleConfigOutput, error) { 1174 req, out := c.CreateNotebookInstanceLifecycleConfigRequest(input) 1175 req.SetContext(ctx) 1176 req.ApplyOptions(opts...) 1177 return out, req.Send() 1178} 1179 1180const opCreatePresignedNotebookInstanceUrl = "CreatePresignedNotebookInstanceUrl" 1181 1182// CreatePresignedNotebookInstanceUrlRequest generates a "aws/request.Request" representing the 1183// client's request for the CreatePresignedNotebookInstanceUrl operation. The "output" return 1184// value will be populated with the request's response once the request completes 1185// successfully. 1186// 1187// Use "Send" method on the returned Request to send the API call to the service. 1188// the "output" return value is not valid until after Send returns without error. 1189// 1190// See CreatePresignedNotebookInstanceUrl for more information on using the CreatePresignedNotebookInstanceUrl 1191// API call, and error handling. 1192// 1193// This method is useful when you want to inject custom logic or configuration 1194// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1195// 1196// 1197// // Example sending a request using the CreatePresignedNotebookInstanceUrlRequest method. 1198// req, resp := client.CreatePresignedNotebookInstanceUrlRequest(params) 1199// 1200// err := req.Send() 1201// if err == nil { // resp is now filled 1202// fmt.Println(resp) 1203// } 1204// 1205// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl 1206func (c *SageMaker) CreatePresignedNotebookInstanceUrlRequest(input *CreatePresignedNotebookInstanceUrlInput) (req *request.Request, output *CreatePresignedNotebookInstanceUrlOutput) { 1207 op := &request.Operation{ 1208 Name: opCreatePresignedNotebookInstanceUrl, 1209 HTTPMethod: "POST", 1210 HTTPPath: "/", 1211 } 1212 1213 if input == nil { 1214 input = &CreatePresignedNotebookInstanceUrlInput{} 1215 } 1216 1217 output = &CreatePresignedNotebookInstanceUrlOutput{} 1218 req = c.newRequest(op, input, output) 1219 return 1220} 1221 1222// CreatePresignedNotebookInstanceUrl API operation for Amazon SageMaker Service. 1223// 1224// Returns a URL that you can use to connect to the Jupyter server from a notebook 1225// instance. In the Amazon SageMaker console, when you choose Open next to a 1226// notebook instance, Amazon SageMaker opens a new tab showing the Jupyter server 1227// home page from the notebook instance. The console uses this API to get the 1228// URL and show the page. 1229// 1230// IAM authorization policies for this API are also enforced for every HTTP 1231// request and WebSocket frame that attempts to connect to the notebook instance.For 1232// example, you can restrict access to this API and to the URL that it returns 1233// to a list of IP addresses that you specify. Use the NotIpAddress condition 1234// operator and the aws:SourceIP condition context key to specify the list of 1235// IP addresses that you want to have access to the notebook instance. For more 1236// information, see Limit Access to a Notebook Instance by IP Address (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-ip-filter.html). 1237// 1238// The URL that you get from a call to is valid only for 5 minutes. If you try 1239// to use the URL after the 5-minute limit expires, you are directed to the 1240// AWS console sign-in page. 1241// 1242// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1243// with awserr.Error's Code and Message methods to get detailed information about 1244// the error. 1245// 1246// See the AWS API reference guide for Amazon SageMaker Service's 1247// API operation CreatePresignedNotebookInstanceUrl for usage and error information. 1248// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl 1249func (c *SageMaker) CreatePresignedNotebookInstanceUrl(input *CreatePresignedNotebookInstanceUrlInput) (*CreatePresignedNotebookInstanceUrlOutput, error) { 1250 req, out := c.CreatePresignedNotebookInstanceUrlRequest(input) 1251 return out, req.Send() 1252} 1253 1254// CreatePresignedNotebookInstanceUrlWithContext is the same as CreatePresignedNotebookInstanceUrl with the addition of 1255// the ability to pass a context and additional request options. 1256// 1257// See CreatePresignedNotebookInstanceUrl for details on how to use this API operation. 1258// 1259// The context must be non-nil and will be used for request cancellation. If 1260// the context is nil a panic will occur. In the future the SDK may create 1261// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1262// for more information on using Contexts. 1263func (c *SageMaker) CreatePresignedNotebookInstanceUrlWithContext(ctx aws.Context, input *CreatePresignedNotebookInstanceUrlInput, opts ...request.Option) (*CreatePresignedNotebookInstanceUrlOutput, error) { 1264 req, out := c.CreatePresignedNotebookInstanceUrlRequest(input) 1265 req.SetContext(ctx) 1266 req.ApplyOptions(opts...) 1267 return out, req.Send() 1268} 1269 1270const opCreateTrainingJob = "CreateTrainingJob" 1271 1272// CreateTrainingJobRequest generates a "aws/request.Request" representing the 1273// client's request for the CreateTrainingJob operation. The "output" return 1274// value will be populated with the request's response once the request completes 1275// successfully. 1276// 1277// Use "Send" method on the returned Request to send the API call to the service. 1278// the "output" return value is not valid until after Send returns without error. 1279// 1280// See CreateTrainingJob for more information on using the CreateTrainingJob 1281// API call, and error handling. 1282// 1283// This method is useful when you want to inject custom logic or configuration 1284// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1285// 1286// 1287// // Example sending a request using the CreateTrainingJobRequest method. 1288// req, resp := client.CreateTrainingJobRequest(params) 1289// 1290// err := req.Send() 1291// if err == nil { // resp is now filled 1292// fmt.Println(resp) 1293// } 1294// 1295// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob 1296func (c *SageMaker) CreateTrainingJobRequest(input *CreateTrainingJobInput) (req *request.Request, output *CreateTrainingJobOutput) { 1297 op := &request.Operation{ 1298 Name: opCreateTrainingJob, 1299 HTTPMethod: "POST", 1300 HTTPPath: "/", 1301 } 1302 1303 if input == nil { 1304 input = &CreateTrainingJobInput{} 1305 } 1306 1307 output = &CreateTrainingJobOutput{} 1308 req = c.newRequest(op, input, output) 1309 return 1310} 1311 1312// CreateTrainingJob API operation for Amazon SageMaker Service. 1313// 1314// Starts a model training job. After training completes, Amazon SageMaker saves 1315// the resulting model artifacts to an Amazon S3 location that you specify. 1316// 1317// If you choose to host your model using Amazon SageMaker hosting services, 1318// you can use the resulting model artifacts as part of the model. You can also 1319// use the artifacts in a machine learning service other than Amazon SageMaker, 1320// provided that you know how to use them for inferences. 1321// 1322// In the request body, you provide the following: 1323// 1324// * AlgorithmSpecification - Identifies the training algorithm to use. 1325// 1326// * HyperParameters - Specify these algorithm-specific parameters to enable 1327// the estimation of model parameters during training. Hyperparameters can 1328// be tuned to optimize this learning process. For a list of hyperparameters 1329// for each training algorithm provided by Amazon SageMaker, see Algorithms 1330// (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). 1331// 1332// * InputDataConfig - Describes the training dataset and the Amazon S3, 1333// EFS, or FSx location where it is stored. 1334// 1335// * OutputDataConfig - Identifies the Amazon S3 bucket where you want Amazon 1336// SageMaker to save the results of model training. 1337// 1338// * ResourceConfig - Identifies the resources, ML compute instances, and 1339// ML storage volumes to deploy for model training. In distributed training, 1340// you specify more than one instance. 1341// 1342// * EnableManagedSpotTraining - Optimize the cost of training machine learning 1343// models by up to 80% by using Amazon EC2 Spot instances. For more information, 1344// see Managed Spot Training (https://docs.aws.amazon.com/sagemaker/latest/dg/model-managed-spot-training.html). 1345// 1346// * RoleARN - The Amazon Resource Number (ARN) that Amazon SageMaker assumes 1347// to perform tasks on your behalf during model training. You must grant 1348// this role the necessary permissions so that Amazon SageMaker can successfully 1349// complete model training. 1350// 1351// * StoppingCondition - To help cap training costs, use MaxRuntimeInSeconds 1352// to set a time limit for training. Use MaxWaitTimeInSeconds to specify 1353// how long you are willing to to wait for a managed spot training job to 1354// complete. 1355// 1356// For more information about Amazon SageMaker, see How It Works (https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html). 1357// 1358// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1359// with awserr.Error's Code and Message methods to get detailed information about 1360// the error. 1361// 1362// See the AWS API reference guide for Amazon SageMaker Service's 1363// API operation CreateTrainingJob for usage and error information. 1364// 1365// Returned Error Codes: 1366// * ErrCodeResourceInUse "ResourceInUse" 1367// Resource being accessed is in use. 1368// 1369// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 1370// You have exceeded an Amazon SageMaker resource limit. For example, you might 1371// have too many training jobs created. 1372// 1373// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob 1374func (c *SageMaker) CreateTrainingJob(input *CreateTrainingJobInput) (*CreateTrainingJobOutput, error) { 1375 req, out := c.CreateTrainingJobRequest(input) 1376 return out, req.Send() 1377} 1378 1379// CreateTrainingJobWithContext is the same as CreateTrainingJob with the addition of 1380// the ability to pass a context and additional request options. 1381// 1382// See CreateTrainingJob for details on how to use this API operation. 1383// 1384// The context must be non-nil and will be used for request cancellation. If 1385// the context is nil a panic will occur. In the future the SDK may create 1386// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1387// for more information on using Contexts. 1388func (c *SageMaker) CreateTrainingJobWithContext(ctx aws.Context, input *CreateTrainingJobInput, opts ...request.Option) (*CreateTrainingJobOutput, error) { 1389 req, out := c.CreateTrainingJobRequest(input) 1390 req.SetContext(ctx) 1391 req.ApplyOptions(opts...) 1392 return out, req.Send() 1393} 1394 1395const opCreateTransformJob = "CreateTransformJob" 1396 1397// CreateTransformJobRequest generates a "aws/request.Request" representing the 1398// client's request for the CreateTransformJob operation. The "output" return 1399// value will be populated with the request's response once the request completes 1400// successfully. 1401// 1402// Use "Send" method on the returned Request to send the API call to the service. 1403// the "output" return value is not valid until after Send returns without error. 1404// 1405// See CreateTransformJob for more information on using the CreateTransformJob 1406// API call, and error handling. 1407// 1408// This method is useful when you want to inject custom logic or configuration 1409// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1410// 1411// 1412// // Example sending a request using the CreateTransformJobRequest method. 1413// req, resp := client.CreateTransformJobRequest(params) 1414// 1415// err := req.Send() 1416// if err == nil { // resp is now filled 1417// fmt.Println(resp) 1418// } 1419// 1420// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob 1421func (c *SageMaker) CreateTransformJobRequest(input *CreateTransformJobInput) (req *request.Request, output *CreateTransformJobOutput) { 1422 op := &request.Operation{ 1423 Name: opCreateTransformJob, 1424 HTTPMethod: "POST", 1425 HTTPPath: "/", 1426 } 1427 1428 if input == nil { 1429 input = &CreateTransformJobInput{} 1430 } 1431 1432 output = &CreateTransformJobOutput{} 1433 req = c.newRequest(op, input, output) 1434 return 1435} 1436 1437// CreateTransformJob API operation for Amazon SageMaker Service. 1438// 1439// Starts a transform job. A transform job uses a trained model to get inferences 1440// on a dataset and saves these results to an Amazon S3 location that you specify. 1441// 1442// To perform batch transformations, you create a transform job and use the 1443// data that you have readily available. 1444// 1445// In the request body, you provide the following: 1446// 1447// * TransformJobName - Identifies the transform job. The name must be unique 1448// within an AWS Region in an AWS account. 1449// 1450// * ModelName - Identifies the model to use. ModelName must be the name 1451// of an existing Amazon SageMaker model in the same AWS Region and AWS account. 1452// For information on creating a model, see CreateModel. 1453// 1454// * TransformInput - Describes the dataset to be transformed and the Amazon 1455// S3 location where it is stored. 1456// 1457// * TransformOutput - Identifies the Amazon S3 location where you want Amazon 1458// SageMaker to save the results from the transform job. 1459// 1460// * TransformResources - Identifies the ML compute instances for the transform 1461// job. 1462// 1463// For more information about how batch transformation works Amazon SageMaker, 1464// see How It Works (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html). 1465// 1466// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1467// with awserr.Error's Code and Message methods to get detailed information about 1468// the error. 1469// 1470// See the AWS API reference guide for Amazon SageMaker Service's 1471// API operation CreateTransformJob for usage and error information. 1472// 1473// Returned Error Codes: 1474// * ErrCodeResourceInUse "ResourceInUse" 1475// Resource being accessed is in use. 1476// 1477// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 1478// You have exceeded an Amazon SageMaker resource limit. For example, you might 1479// have too many training jobs created. 1480// 1481// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob 1482func (c *SageMaker) CreateTransformJob(input *CreateTransformJobInput) (*CreateTransformJobOutput, error) { 1483 req, out := c.CreateTransformJobRequest(input) 1484 return out, req.Send() 1485} 1486 1487// CreateTransformJobWithContext is the same as CreateTransformJob with the addition of 1488// the ability to pass a context and additional request options. 1489// 1490// See CreateTransformJob for details on how to use this API operation. 1491// 1492// The context must be non-nil and will be used for request cancellation. If 1493// the context is nil a panic will occur. In the future the SDK may create 1494// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1495// for more information on using Contexts. 1496func (c *SageMaker) CreateTransformJobWithContext(ctx aws.Context, input *CreateTransformJobInput, opts ...request.Option) (*CreateTransformJobOutput, error) { 1497 req, out := c.CreateTransformJobRequest(input) 1498 req.SetContext(ctx) 1499 req.ApplyOptions(opts...) 1500 return out, req.Send() 1501} 1502 1503const opCreateWorkteam = "CreateWorkteam" 1504 1505// CreateWorkteamRequest generates a "aws/request.Request" representing the 1506// client's request for the CreateWorkteam operation. The "output" return 1507// value will be populated with the request's response once the request completes 1508// successfully. 1509// 1510// Use "Send" method on the returned Request to send the API call to the service. 1511// the "output" return value is not valid until after Send returns without error. 1512// 1513// See CreateWorkteam for more information on using the CreateWorkteam 1514// API call, and error handling. 1515// 1516// This method is useful when you want to inject custom logic or configuration 1517// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1518// 1519// 1520// // Example sending a request using the CreateWorkteamRequest method. 1521// req, resp := client.CreateWorkteamRequest(params) 1522// 1523// err := req.Send() 1524// if err == nil { // resp is now filled 1525// fmt.Println(resp) 1526// } 1527// 1528// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkteam 1529func (c *SageMaker) CreateWorkteamRequest(input *CreateWorkteamInput) (req *request.Request, output *CreateWorkteamOutput) { 1530 op := &request.Operation{ 1531 Name: opCreateWorkteam, 1532 HTTPMethod: "POST", 1533 HTTPPath: "/", 1534 } 1535 1536 if input == nil { 1537 input = &CreateWorkteamInput{} 1538 } 1539 1540 output = &CreateWorkteamOutput{} 1541 req = c.newRequest(op, input, output) 1542 return 1543} 1544 1545// CreateWorkteam API operation for Amazon SageMaker Service. 1546// 1547// Creates a new work team for labeling your data. A work team is defined by 1548// one or more Amazon Cognito user pools. You must first create the user pools 1549// before you can create a work team. 1550// 1551// You cannot create more than 25 work teams in an account and region. 1552// 1553// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1554// with awserr.Error's Code and Message methods to get detailed information about 1555// the error. 1556// 1557// See the AWS API reference guide for Amazon SageMaker Service's 1558// API operation CreateWorkteam for usage and error information. 1559// 1560// Returned Error Codes: 1561// * ErrCodeResourceInUse "ResourceInUse" 1562// Resource being accessed is in use. 1563// 1564// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 1565// You have exceeded an Amazon SageMaker resource limit. For example, you might 1566// have too many training jobs created. 1567// 1568// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkteam 1569func (c *SageMaker) CreateWorkteam(input *CreateWorkteamInput) (*CreateWorkteamOutput, error) { 1570 req, out := c.CreateWorkteamRequest(input) 1571 return out, req.Send() 1572} 1573 1574// CreateWorkteamWithContext is the same as CreateWorkteam with the addition of 1575// the ability to pass a context and additional request options. 1576// 1577// See CreateWorkteam for details on how to use this API operation. 1578// 1579// The context must be non-nil and will be used for request cancellation. If 1580// the context is nil a panic will occur. In the future the SDK may create 1581// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1582// for more information on using Contexts. 1583func (c *SageMaker) CreateWorkteamWithContext(ctx aws.Context, input *CreateWorkteamInput, opts ...request.Option) (*CreateWorkteamOutput, error) { 1584 req, out := c.CreateWorkteamRequest(input) 1585 req.SetContext(ctx) 1586 req.ApplyOptions(opts...) 1587 return out, req.Send() 1588} 1589 1590const opDeleteAlgorithm = "DeleteAlgorithm" 1591 1592// DeleteAlgorithmRequest generates a "aws/request.Request" representing the 1593// client's request for the DeleteAlgorithm operation. The "output" return 1594// value will be populated with the request's response once the request completes 1595// successfully. 1596// 1597// Use "Send" method on the returned Request to send the API call to the service. 1598// the "output" return value is not valid until after Send returns without error. 1599// 1600// See DeleteAlgorithm for more information on using the DeleteAlgorithm 1601// API call, and error handling. 1602// 1603// This method is useful when you want to inject custom logic or configuration 1604// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1605// 1606// 1607// // Example sending a request using the DeleteAlgorithmRequest method. 1608// req, resp := client.DeleteAlgorithmRequest(params) 1609// 1610// err := req.Send() 1611// if err == nil { // resp is now filled 1612// fmt.Println(resp) 1613// } 1614// 1615// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteAlgorithm 1616func (c *SageMaker) DeleteAlgorithmRequest(input *DeleteAlgorithmInput) (req *request.Request, output *DeleteAlgorithmOutput) { 1617 op := &request.Operation{ 1618 Name: opDeleteAlgorithm, 1619 HTTPMethod: "POST", 1620 HTTPPath: "/", 1621 } 1622 1623 if input == nil { 1624 input = &DeleteAlgorithmInput{} 1625 } 1626 1627 output = &DeleteAlgorithmOutput{} 1628 req = c.newRequest(op, input, output) 1629 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 1630 return 1631} 1632 1633// DeleteAlgorithm API operation for Amazon SageMaker Service. 1634// 1635// Removes the specified algorithm from your account. 1636// 1637// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1638// with awserr.Error's Code and Message methods to get detailed information about 1639// the error. 1640// 1641// See the AWS API reference guide for Amazon SageMaker Service's 1642// API operation DeleteAlgorithm for usage and error information. 1643// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteAlgorithm 1644func (c *SageMaker) DeleteAlgorithm(input *DeleteAlgorithmInput) (*DeleteAlgorithmOutput, error) { 1645 req, out := c.DeleteAlgorithmRequest(input) 1646 return out, req.Send() 1647} 1648 1649// DeleteAlgorithmWithContext is the same as DeleteAlgorithm with the addition of 1650// the ability to pass a context and additional request options. 1651// 1652// See DeleteAlgorithm for details on how to use this API operation. 1653// 1654// The context must be non-nil and will be used for request cancellation. If 1655// the context is nil a panic will occur. In the future the SDK may create 1656// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1657// for more information on using Contexts. 1658func (c *SageMaker) DeleteAlgorithmWithContext(ctx aws.Context, input *DeleteAlgorithmInput, opts ...request.Option) (*DeleteAlgorithmOutput, error) { 1659 req, out := c.DeleteAlgorithmRequest(input) 1660 req.SetContext(ctx) 1661 req.ApplyOptions(opts...) 1662 return out, req.Send() 1663} 1664 1665const opDeleteCodeRepository = "DeleteCodeRepository" 1666 1667// DeleteCodeRepositoryRequest generates a "aws/request.Request" representing the 1668// client's request for the DeleteCodeRepository operation. The "output" return 1669// value will be populated with the request's response once the request completes 1670// successfully. 1671// 1672// Use "Send" method on the returned Request to send the API call to the service. 1673// the "output" return value is not valid until after Send returns without error. 1674// 1675// See DeleteCodeRepository for more information on using the DeleteCodeRepository 1676// API call, and error handling. 1677// 1678// This method is useful when you want to inject custom logic or configuration 1679// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1680// 1681// 1682// // Example sending a request using the DeleteCodeRepositoryRequest method. 1683// req, resp := client.DeleteCodeRepositoryRequest(params) 1684// 1685// err := req.Send() 1686// if err == nil { // resp is now filled 1687// fmt.Println(resp) 1688// } 1689// 1690// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteCodeRepository 1691func (c *SageMaker) DeleteCodeRepositoryRequest(input *DeleteCodeRepositoryInput) (req *request.Request, output *DeleteCodeRepositoryOutput) { 1692 op := &request.Operation{ 1693 Name: opDeleteCodeRepository, 1694 HTTPMethod: "POST", 1695 HTTPPath: "/", 1696 } 1697 1698 if input == nil { 1699 input = &DeleteCodeRepositoryInput{} 1700 } 1701 1702 output = &DeleteCodeRepositoryOutput{} 1703 req = c.newRequest(op, input, output) 1704 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 1705 return 1706} 1707 1708// DeleteCodeRepository API operation for Amazon SageMaker Service. 1709// 1710// Deletes the specified Git repository from your account. 1711// 1712// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1713// with awserr.Error's Code and Message methods to get detailed information about 1714// the error. 1715// 1716// See the AWS API reference guide for Amazon SageMaker Service's 1717// API operation DeleteCodeRepository for usage and error information. 1718// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteCodeRepository 1719func (c *SageMaker) DeleteCodeRepository(input *DeleteCodeRepositoryInput) (*DeleteCodeRepositoryOutput, error) { 1720 req, out := c.DeleteCodeRepositoryRequest(input) 1721 return out, req.Send() 1722} 1723 1724// DeleteCodeRepositoryWithContext is the same as DeleteCodeRepository with the addition of 1725// the ability to pass a context and additional request options. 1726// 1727// See DeleteCodeRepository for details on how to use this API operation. 1728// 1729// The context must be non-nil and will be used for request cancellation. If 1730// the context is nil a panic will occur. In the future the SDK may create 1731// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1732// for more information on using Contexts. 1733func (c *SageMaker) DeleteCodeRepositoryWithContext(ctx aws.Context, input *DeleteCodeRepositoryInput, opts ...request.Option) (*DeleteCodeRepositoryOutput, error) { 1734 req, out := c.DeleteCodeRepositoryRequest(input) 1735 req.SetContext(ctx) 1736 req.ApplyOptions(opts...) 1737 return out, req.Send() 1738} 1739 1740const opDeleteEndpoint = "DeleteEndpoint" 1741 1742// DeleteEndpointRequest generates a "aws/request.Request" representing the 1743// client's request for the DeleteEndpoint operation. The "output" return 1744// value will be populated with the request's response once the request completes 1745// successfully. 1746// 1747// Use "Send" method on the returned Request to send the API call to the service. 1748// the "output" return value is not valid until after Send returns without error. 1749// 1750// See DeleteEndpoint for more information on using the DeleteEndpoint 1751// API call, and error handling. 1752// 1753// This method is useful when you want to inject custom logic or configuration 1754// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1755// 1756// 1757// // Example sending a request using the DeleteEndpointRequest method. 1758// req, resp := client.DeleteEndpointRequest(params) 1759// 1760// err := req.Send() 1761// if err == nil { // resp is now filled 1762// fmt.Println(resp) 1763// } 1764// 1765// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint 1766func (c *SageMaker) DeleteEndpointRequest(input *DeleteEndpointInput) (req *request.Request, output *DeleteEndpointOutput) { 1767 op := &request.Operation{ 1768 Name: opDeleteEndpoint, 1769 HTTPMethod: "POST", 1770 HTTPPath: "/", 1771 } 1772 1773 if input == nil { 1774 input = &DeleteEndpointInput{} 1775 } 1776 1777 output = &DeleteEndpointOutput{} 1778 req = c.newRequest(op, input, output) 1779 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 1780 return 1781} 1782 1783// DeleteEndpoint API operation for Amazon SageMaker Service. 1784// 1785// Deletes an endpoint. Amazon SageMaker frees up all of the resources that 1786// were deployed when the endpoint was created. 1787// 1788// Amazon SageMaker retires any custom KMS key grants associated with the endpoint, 1789// meaning you don't need to use the RevokeGrant (http://docs.aws.amazon.com/kms/latest/APIReference/API_RevokeGrant.html) 1790// API call. 1791// 1792// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1793// with awserr.Error's Code and Message methods to get detailed information about 1794// the error. 1795// 1796// See the AWS API reference guide for Amazon SageMaker Service's 1797// API operation DeleteEndpoint for usage and error information. 1798// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint 1799func (c *SageMaker) DeleteEndpoint(input *DeleteEndpointInput) (*DeleteEndpointOutput, error) { 1800 req, out := c.DeleteEndpointRequest(input) 1801 return out, req.Send() 1802} 1803 1804// DeleteEndpointWithContext is the same as DeleteEndpoint with the addition of 1805// the ability to pass a context and additional request options. 1806// 1807// See DeleteEndpoint for details on how to use this API operation. 1808// 1809// The context must be non-nil and will be used for request cancellation. If 1810// the context is nil a panic will occur. In the future the SDK may create 1811// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1812// for more information on using Contexts. 1813func (c *SageMaker) DeleteEndpointWithContext(ctx aws.Context, input *DeleteEndpointInput, opts ...request.Option) (*DeleteEndpointOutput, error) { 1814 req, out := c.DeleteEndpointRequest(input) 1815 req.SetContext(ctx) 1816 req.ApplyOptions(opts...) 1817 return out, req.Send() 1818} 1819 1820const opDeleteEndpointConfig = "DeleteEndpointConfig" 1821 1822// DeleteEndpointConfigRequest generates a "aws/request.Request" representing the 1823// client's request for the DeleteEndpointConfig operation. The "output" return 1824// value will be populated with the request's response once the request completes 1825// successfully. 1826// 1827// Use "Send" method on the returned Request to send the API call to the service. 1828// the "output" return value is not valid until after Send returns without error. 1829// 1830// See DeleteEndpointConfig for more information on using the DeleteEndpointConfig 1831// API call, and error handling. 1832// 1833// This method is useful when you want to inject custom logic or configuration 1834// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1835// 1836// 1837// // Example sending a request using the DeleteEndpointConfigRequest method. 1838// req, resp := client.DeleteEndpointConfigRequest(params) 1839// 1840// err := req.Send() 1841// if err == nil { // resp is now filled 1842// fmt.Println(resp) 1843// } 1844// 1845// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig 1846func (c *SageMaker) DeleteEndpointConfigRequest(input *DeleteEndpointConfigInput) (req *request.Request, output *DeleteEndpointConfigOutput) { 1847 op := &request.Operation{ 1848 Name: opDeleteEndpointConfig, 1849 HTTPMethod: "POST", 1850 HTTPPath: "/", 1851 } 1852 1853 if input == nil { 1854 input = &DeleteEndpointConfigInput{} 1855 } 1856 1857 output = &DeleteEndpointConfigOutput{} 1858 req = c.newRequest(op, input, output) 1859 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 1860 return 1861} 1862 1863// DeleteEndpointConfig API operation for Amazon SageMaker Service. 1864// 1865// Deletes an endpoint configuration. The DeleteEndpointConfig API deletes only 1866// the specified configuration. It does not delete endpoints created using the 1867// configuration. 1868// 1869// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1870// with awserr.Error's Code and Message methods to get detailed information about 1871// the error. 1872// 1873// See the AWS API reference guide for Amazon SageMaker Service's 1874// API operation DeleteEndpointConfig for usage and error information. 1875// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig 1876func (c *SageMaker) DeleteEndpointConfig(input *DeleteEndpointConfigInput) (*DeleteEndpointConfigOutput, error) { 1877 req, out := c.DeleteEndpointConfigRequest(input) 1878 return out, req.Send() 1879} 1880 1881// DeleteEndpointConfigWithContext is the same as DeleteEndpointConfig with the addition of 1882// the ability to pass a context and additional request options. 1883// 1884// See DeleteEndpointConfig for details on how to use this API operation. 1885// 1886// The context must be non-nil and will be used for request cancellation. If 1887// the context is nil a panic will occur. In the future the SDK may create 1888// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1889// for more information on using Contexts. 1890func (c *SageMaker) DeleteEndpointConfigWithContext(ctx aws.Context, input *DeleteEndpointConfigInput, opts ...request.Option) (*DeleteEndpointConfigOutput, error) { 1891 req, out := c.DeleteEndpointConfigRequest(input) 1892 req.SetContext(ctx) 1893 req.ApplyOptions(opts...) 1894 return out, req.Send() 1895} 1896 1897const opDeleteModel = "DeleteModel" 1898 1899// DeleteModelRequest generates a "aws/request.Request" representing the 1900// client's request for the DeleteModel operation. The "output" return 1901// value will be populated with the request's response once the request completes 1902// successfully. 1903// 1904// Use "Send" method on the returned Request to send the API call to the service. 1905// the "output" return value is not valid until after Send returns without error. 1906// 1907// See DeleteModel for more information on using the DeleteModel 1908// API call, and error handling. 1909// 1910// This method is useful when you want to inject custom logic or configuration 1911// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1912// 1913// 1914// // Example sending a request using the DeleteModelRequest method. 1915// req, resp := client.DeleteModelRequest(params) 1916// 1917// err := req.Send() 1918// if err == nil { // resp is now filled 1919// fmt.Println(resp) 1920// } 1921// 1922// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel 1923func (c *SageMaker) DeleteModelRequest(input *DeleteModelInput) (req *request.Request, output *DeleteModelOutput) { 1924 op := &request.Operation{ 1925 Name: opDeleteModel, 1926 HTTPMethod: "POST", 1927 HTTPPath: "/", 1928 } 1929 1930 if input == nil { 1931 input = &DeleteModelInput{} 1932 } 1933 1934 output = &DeleteModelOutput{} 1935 req = c.newRequest(op, input, output) 1936 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 1937 return 1938} 1939 1940// DeleteModel API operation for Amazon SageMaker Service. 1941// 1942// Deletes a model. The DeleteModel API deletes only the model entry that was 1943// created in Amazon SageMaker when you called the CreateModel (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html) 1944// API. It does not delete model artifacts, inference code, or the IAM role 1945// that you specified when creating the model. 1946// 1947// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 1948// with awserr.Error's Code and Message methods to get detailed information about 1949// the error. 1950// 1951// See the AWS API reference guide for Amazon SageMaker Service's 1952// API operation DeleteModel for usage and error information. 1953// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel 1954func (c *SageMaker) DeleteModel(input *DeleteModelInput) (*DeleteModelOutput, error) { 1955 req, out := c.DeleteModelRequest(input) 1956 return out, req.Send() 1957} 1958 1959// DeleteModelWithContext is the same as DeleteModel with the addition of 1960// the ability to pass a context and additional request options. 1961// 1962// See DeleteModel for details on how to use this API operation. 1963// 1964// The context must be non-nil and will be used for request cancellation. If 1965// the context is nil a panic will occur. In the future the SDK may create 1966// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 1967// for more information on using Contexts. 1968func (c *SageMaker) DeleteModelWithContext(ctx aws.Context, input *DeleteModelInput, opts ...request.Option) (*DeleteModelOutput, error) { 1969 req, out := c.DeleteModelRequest(input) 1970 req.SetContext(ctx) 1971 req.ApplyOptions(opts...) 1972 return out, req.Send() 1973} 1974 1975const opDeleteModelPackage = "DeleteModelPackage" 1976 1977// DeleteModelPackageRequest generates a "aws/request.Request" representing the 1978// client's request for the DeleteModelPackage operation. The "output" return 1979// value will be populated with the request's response once the request completes 1980// successfully. 1981// 1982// Use "Send" method on the returned Request to send the API call to the service. 1983// the "output" return value is not valid until after Send returns without error. 1984// 1985// See DeleteModelPackage for more information on using the DeleteModelPackage 1986// API call, and error handling. 1987// 1988// This method is useful when you want to inject custom logic or configuration 1989// into the SDK's request lifecycle. Such as custom headers, or retry logic. 1990// 1991// 1992// // Example sending a request using the DeleteModelPackageRequest method. 1993// req, resp := client.DeleteModelPackageRequest(params) 1994// 1995// err := req.Send() 1996// if err == nil { // resp is now filled 1997// fmt.Println(resp) 1998// } 1999// 2000// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModelPackage 2001func (c *SageMaker) DeleteModelPackageRequest(input *DeleteModelPackageInput) (req *request.Request, output *DeleteModelPackageOutput) { 2002 op := &request.Operation{ 2003 Name: opDeleteModelPackage, 2004 HTTPMethod: "POST", 2005 HTTPPath: "/", 2006 } 2007 2008 if input == nil { 2009 input = &DeleteModelPackageInput{} 2010 } 2011 2012 output = &DeleteModelPackageOutput{} 2013 req = c.newRequest(op, input, output) 2014 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 2015 return 2016} 2017 2018// DeleteModelPackage API operation for Amazon SageMaker Service. 2019// 2020// Deletes a model package. 2021// 2022// A model package is used to create Amazon SageMaker models or list on AWS 2023// Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace 2024// to create models in Amazon SageMaker. 2025// 2026// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2027// with awserr.Error's Code and Message methods to get detailed information about 2028// the error. 2029// 2030// See the AWS API reference guide for Amazon SageMaker Service's 2031// API operation DeleteModelPackage for usage and error information. 2032// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModelPackage 2033func (c *SageMaker) DeleteModelPackage(input *DeleteModelPackageInput) (*DeleteModelPackageOutput, error) { 2034 req, out := c.DeleteModelPackageRequest(input) 2035 return out, req.Send() 2036} 2037 2038// DeleteModelPackageWithContext is the same as DeleteModelPackage with the addition of 2039// the ability to pass a context and additional request options. 2040// 2041// See DeleteModelPackage for details on how to use this API operation. 2042// 2043// The context must be non-nil and will be used for request cancellation. If 2044// the context is nil a panic will occur. In the future the SDK may create 2045// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2046// for more information on using Contexts. 2047func (c *SageMaker) DeleteModelPackageWithContext(ctx aws.Context, input *DeleteModelPackageInput, opts ...request.Option) (*DeleteModelPackageOutput, error) { 2048 req, out := c.DeleteModelPackageRequest(input) 2049 req.SetContext(ctx) 2050 req.ApplyOptions(opts...) 2051 return out, req.Send() 2052} 2053 2054const opDeleteNotebookInstance = "DeleteNotebookInstance" 2055 2056// DeleteNotebookInstanceRequest generates a "aws/request.Request" representing the 2057// client's request for the DeleteNotebookInstance operation. The "output" return 2058// value will be populated with the request's response once the request completes 2059// successfully. 2060// 2061// Use "Send" method on the returned Request to send the API call to the service. 2062// the "output" return value is not valid until after Send returns without error. 2063// 2064// See DeleteNotebookInstance for more information on using the DeleteNotebookInstance 2065// API call, and error handling. 2066// 2067// This method is useful when you want to inject custom logic or configuration 2068// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2069// 2070// 2071// // Example sending a request using the DeleteNotebookInstanceRequest method. 2072// req, resp := client.DeleteNotebookInstanceRequest(params) 2073// 2074// err := req.Send() 2075// if err == nil { // resp is now filled 2076// fmt.Println(resp) 2077// } 2078// 2079// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance 2080func (c *SageMaker) DeleteNotebookInstanceRequest(input *DeleteNotebookInstanceInput) (req *request.Request, output *DeleteNotebookInstanceOutput) { 2081 op := &request.Operation{ 2082 Name: opDeleteNotebookInstance, 2083 HTTPMethod: "POST", 2084 HTTPPath: "/", 2085 } 2086 2087 if input == nil { 2088 input = &DeleteNotebookInstanceInput{} 2089 } 2090 2091 output = &DeleteNotebookInstanceOutput{} 2092 req = c.newRequest(op, input, output) 2093 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 2094 return 2095} 2096 2097// DeleteNotebookInstance API operation for Amazon SageMaker Service. 2098// 2099// Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook 2100// instance, you must call the StopNotebookInstance API. 2101// 2102// When you delete a notebook instance, you lose all of your data. Amazon SageMaker 2103// removes the ML compute instance, and deletes the ML storage volume and the 2104// network interface associated with the notebook instance. 2105// 2106// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2107// with awserr.Error's Code and Message methods to get detailed information about 2108// the error. 2109// 2110// See the AWS API reference guide for Amazon SageMaker Service's 2111// API operation DeleteNotebookInstance for usage and error information. 2112// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance 2113func (c *SageMaker) DeleteNotebookInstance(input *DeleteNotebookInstanceInput) (*DeleteNotebookInstanceOutput, error) { 2114 req, out := c.DeleteNotebookInstanceRequest(input) 2115 return out, req.Send() 2116} 2117 2118// DeleteNotebookInstanceWithContext is the same as DeleteNotebookInstance with the addition of 2119// the ability to pass a context and additional request options. 2120// 2121// See DeleteNotebookInstance for details on how to use this API operation. 2122// 2123// The context must be non-nil and will be used for request cancellation. If 2124// the context is nil a panic will occur. In the future the SDK may create 2125// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2126// for more information on using Contexts. 2127func (c *SageMaker) DeleteNotebookInstanceWithContext(ctx aws.Context, input *DeleteNotebookInstanceInput, opts ...request.Option) (*DeleteNotebookInstanceOutput, error) { 2128 req, out := c.DeleteNotebookInstanceRequest(input) 2129 req.SetContext(ctx) 2130 req.ApplyOptions(opts...) 2131 return out, req.Send() 2132} 2133 2134const opDeleteNotebookInstanceLifecycleConfig = "DeleteNotebookInstanceLifecycleConfig" 2135 2136// DeleteNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the 2137// client's request for the DeleteNotebookInstanceLifecycleConfig operation. The "output" return 2138// value will be populated with the request's response once the request completes 2139// successfully. 2140// 2141// Use "Send" method on the returned Request to send the API call to the service. 2142// the "output" return value is not valid until after Send returns without error. 2143// 2144// See DeleteNotebookInstanceLifecycleConfig for more information on using the DeleteNotebookInstanceLifecycleConfig 2145// API call, and error handling. 2146// 2147// This method is useful when you want to inject custom logic or configuration 2148// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2149// 2150// 2151// // Example sending a request using the DeleteNotebookInstanceLifecycleConfigRequest method. 2152// req, resp := client.DeleteNotebookInstanceLifecycleConfigRequest(params) 2153// 2154// err := req.Send() 2155// if err == nil { // resp is now filled 2156// fmt.Println(resp) 2157// } 2158// 2159// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstanceLifecycleConfig 2160func (c *SageMaker) DeleteNotebookInstanceLifecycleConfigRequest(input *DeleteNotebookInstanceLifecycleConfigInput) (req *request.Request, output *DeleteNotebookInstanceLifecycleConfigOutput) { 2161 op := &request.Operation{ 2162 Name: opDeleteNotebookInstanceLifecycleConfig, 2163 HTTPMethod: "POST", 2164 HTTPPath: "/", 2165 } 2166 2167 if input == nil { 2168 input = &DeleteNotebookInstanceLifecycleConfigInput{} 2169 } 2170 2171 output = &DeleteNotebookInstanceLifecycleConfigOutput{} 2172 req = c.newRequest(op, input, output) 2173 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 2174 return 2175} 2176 2177// DeleteNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service. 2178// 2179// Deletes a notebook instance lifecycle configuration. 2180// 2181// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2182// with awserr.Error's Code and Message methods to get detailed information about 2183// the error. 2184// 2185// See the AWS API reference guide for Amazon SageMaker Service's 2186// API operation DeleteNotebookInstanceLifecycleConfig for usage and error information. 2187// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstanceLifecycleConfig 2188func (c *SageMaker) DeleteNotebookInstanceLifecycleConfig(input *DeleteNotebookInstanceLifecycleConfigInput) (*DeleteNotebookInstanceLifecycleConfigOutput, error) { 2189 req, out := c.DeleteNotebookInstanceLifecycleConfigRequest(input) 2190 return out, req.Send() 2191} 2192 2193// DeleteNotebookInstanceLifecycleConfigWithContext is the same as DeleteNotebookInstanceLifecycleConfig with the addition of 2194// the ability to pass a context and additional request options. 2195// 2196// See DeleteNotebookInstanceLifecycleConfig for details on how to use this API operation. 2197// 2198// The context must be non-nil and will be used for request cancellation. If 2199// the context is nil a panic will occur. In the future the SDK may create 2200// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2201// for more information on using Contexts. 2202func (c *SageMaker) DeleteNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *DeleteNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*DeleteNotebookInstanceLifecycleConfigOutput, error) { 2203 req, out := c.DeleteNotebookInstanceLifecycleConfigRequest(input) 2204 req.SetContext(ctx) 2205 req.ApplyOptions(opts...) 2206 return out, req.Send() 2207} 2208 2209const opDeleteTags = "DeleteTags" 2210 2211// DeleteTagsRequest generates a "aws/request.Request" representing the 2212// client's request for the DeleteTags operation. The "output" return 2213// value will be populated with the request's response once the request completes 2214// successfully. 2215// 2216// Use "Send" method on the returned Request to send the API call to the service. 2217// the "output" return value is not valid until after Send returns without error. 2218// 2219// See DeleteTags for more information on using the DeleteTags 2220// API call, and error handling. 2221// 2222// This method is useful when you want to inject custom logic or configuration 2223// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2224// 2225// 2226// // Example sending a request using the DeleteTagsRequest method. 2227// req, resp := client.DeleteTagsRequest(params) 2228// 2229// err := req.Send() 2230// if err == nil { // resp is now filled 2231// fmt.Println(resp) 2232// } 2233// 2234// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTags 2235func (c *SageMaker) DeleteTagsRequest(input *DeleteTagsInput) (req *request.Request, output *DeleteTagsOutput) { 2236 op := &request.Operation{ 2237 Name: opDeleteTags, 2238 HTTPMethod: "POST", 2239 HTTPPath: "/", 2240 } 2241 2242 if input == nil { 2243 input = &DeleteTagsInput{} 2244 } 2245 2246 output = &DeleteTagsOutput{} 2247 req = c.newRequest(op, input, output) 2248 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 2249 return 2250} 2251 2252// DeleteTags API operation for Amazon SageMaker Service. 2253// 2254// Deletes the specified tags from an Amazon SageMaker resource. 2255// 2256// To list a resource's tags, use the ListTags API. 2257// 2258// When you call this API to delete tags from a hyperparameter tuning job, the 2259// deleted tags are not removed from training jobs that the hyperparameter tuning 2260// job launched before you called this API. 2261// 2262// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2263// with awserr.Error's Code and Message methods to get detailed information about 2264// the error. 2265// 2266// See the AWS API reference guide for Amazon SageMaker Service's 2267// API operation DeleteTags for usage and error information. 2268// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTags 2269func (c *SageMaker) DeleteTags(input *DeleteTagsInput) (*DeleteTagsOutput, error) { 2270 req, out := c.DeleteTagsRequest(input) 2271 return out, req.Send() 2272} 2273 2274// DeleteTagsWithContext is the same as DeleteTags with the addition of 2275// the ability to pass a context and additional request options. 2276// 2277// See DeleteTags for details on how to use this API operation. 2278// 2279// The context must be non-nil and will be used for request cancellation. If 2280// the context is nil a panic will occur. In the future the SDK may create 2281// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2282// for more information on using Contexts. 2283func (c *SageMaker) DeleteTagsWithContext(ctx aws.Context, input *DeleteTagsInput, opts ...request.Option) (*DeleteTagsOutput, error) { 2284 req, out := c.DeleteTagsRequest(input) 2285 req.SetContext(ctx) 2286 req.ApplyOptions(opts...) 2287 return out, req.Send() 2288} 2289 2290const opDeleteWorkteam = "DeleteWorkteam" 2291 2292// DeleteWorkteamRequest generates a "aws/request.Request" representing the 2293// client's request for the DeleteWorkteam operation. The "output" return 2294// value will be populated with the request's response once the request completes 2295// successfully. 2296// 2297// Use "Send" method on the returned Request to send the API call to the service. 2298// the "output" return value is not valid until after Send returns without error. 2299// 2300// See DeleteWorkteam for more information on using the DeleteWorkteam 2301// API call, and error handling. 2302// 2303// This method is useful when you want to inject custom logic or configuration 2304// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2305// 2306// 2307// // Example sending a request using the DeleteWorkteamRequest method. 2308// req, resp := client.DeleteWorkteamRequest(params) 2309// 2310// err := req.Send() 2311// if err == nil { // resp is now filled 2312// fmt.Println(resp) 2313// } 2314// 2315// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkteam 2316func (c *SageMaker) DeleteWorkteamRequest(input *DeleteWorkteamInput) (req *request.Request, output *DeleteWorkteamOutput) { 2317 op := &request.Operation{ 2318 Name: opDeleteWorkteam, 2319 HTTPMethod: "POST", 2320 HTTPPath: "/", 2321 } 2322 2323 if input == nil { 2324 input = &DeleteWorkteamInput{} 2325 } 2326 2327 output = &DeleteWorkteamOutput{} 2328 req = c.newRequest(op, input, output) 2329 return 2330} 2331 2332// DeleteWorkteam API operation for Amazon SageMaker Service. 2333// 2334// Deletes an existing work team. This operation can't be undone. 2335// 2336// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2337// with awserr.Error's Code and Message methods to get detailed information about 2338// the error. 2339// 2340// See the AWS API reference guide for Amazon SageMaker Service's 2341// API operation DeleteWorkteam for usage and error information. 2342// 2343// Returned Error Codes: 2344// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 2345// You have exceeded an Amazon SageMaker resource limit. For example, you might 2346// have too many training jobs created. 2347// 2348// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkteam 2349func (c *SageMaker) DeleteWorkteam(input *DeleteWorkteamInput) (*DeleteWorkteamOutput, error) { 2350 req, out := c.DeleteWorkteamRequest(input) 2351 return out, req.Send() 2352} 2353 2354// DeleteWorkteamWithContext is the same as DeleteWorkteam with the addition of 2355// the ability to pass a context and additional request options. 2356// 2357// See DeleteWorkteam for details on how to use this API operation. 2358// 2359// The context must be non-nil and will be used for request cancellation. If 2360// the context is nil a panic will occur. In the future the SDK may create 2361// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2362// for more information on using Contexts. 2363func (c *SageMaker) DeleteWorkteamWithContext(ctx aws.Context, input *DeleteWorkteamInput, opts ...request.Option) (*DeleteWorkteamOutput, error) { 2364 req, out := c.DeleteWorkteamRequest(input) 2365 req.SetContext(ctx) 2366 req.ApplyOptions(opts...) 2367 return out, req.Send() 2368} 2369 2370const opDescribeAlgorithm = "DescribeAlgorithm" 2371 2372// DescribeAlgorithmRequest generates a "aws/request.Request" representing the 2373// client's request for the DescribeAlgorithm operation. The "output" return 2374// value will be populated with the request's response once the request completes 2375// successfully. 2376// 2377// Use "Send" method on the returned Request to send the API call to the service. 2378// the "output" return value is not valid until after Send returns without error. 2379// 2380// See DescribeAlgorithm for more information on using the DescribeAlgorithm 2381// API call, and error handling. 2382// 2383// This method is useful when you want to inject custom logic or configuration 2384// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2385// 2386// 2387// // Example sending a request using the DescribeAlgorithmRequest method. 2388// req, resp := client.DescribeAlgorithmRequest(params) 2389// 2390// err := req.Send() 2391// if err == nil { // resp is now filled 2392// fmt.Println(resp) 2393// } 2394// 2395// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAlgorithm 2396func (c *SageMaker) DescribeAlgorithmRequest(input *DescribeAlgorithmInput) (req *request.Request, output *DescribeAlgorithmOutput) { 2397 op := &request.Operation{ 2398 Name: opDescribeAlgorithm, 2399 HTTPMethod: "POST", 2400 HTTPPath: "/", 2401 } 2402 2403 if input == nil { 2404 input = &DescribeAlgorithmInput{} 2405 } 2406 2407 output = &DescribeAlgorithmOutput{} 2408 req = c.newRequest(op, input, output) 2409 return 2410} 2411 2412// DescribeAlgorithm API operation for Amazon SageMaker Service. 2413// 2414// Returns a description of the specified algorithm that is in your account. 2415// 2416// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2417// with awserr.Error's Code and Message methods to get detailed information about 2418// the error. 2419// 2420// See the AWS API reference guide for Amazon SageMaker Service's 2421// API operation DescribeAlgorithm for usage and error information. 2422// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAlgorithm 2423func (c *SageMaker) DescribeAlgorithm(input *DescribeAlgorithmInput) (*DescribeAlgorithmOutput, error) { 2424 req, out := c.DescribeAlgorithmRequest(input) 2425 return out, req.Send() 2426} 2427 2428// DescribeAlgorithmWithContext is the same as DescribeAlgorithm with the addition of 2429// the ability to pass a context and additional request options. 2430// 2431// See DescribeAlgorithm for details on how to use this API operation. 2432// 2433// The context must be non-nil and will be used for request cancellation. If 2434// the context is nil a panic will occur. In the future the SDK may create 2435// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2436// for more information on using Contexts. 2437func (c *SageMaker) DescribeAlgorithmWithContext(ctx aws.Context, input *DescribeAlgorithmInput, opts ...request.Option) (*DescribeAlgorithmOutput, error) { 2438 req, out := c.DescribeAlgorithmRequest(input) 2439 req.SetContext(ctx) 2440 req.ApplyOptions(opts...) 2441 return out, req.Send() 2442} 2443 2444const opDescribeCodeRepository = "DescribeCodeRepository" 2445 2446// DescribeCodeRepositoryRequest generates a "aws/request.Request" representing the 2447// client's request for the DescribeCodeRepository operation. The "output" return 2448// value will be populated with the request's response once the request completes 2449// successfully. 2450// 2451// Use "Send" method on the returned Request to send the API call to the service. 2452// the "output" return value is not valid until after Send returns without error. 2453// 2454// See DescribeCodeRepository for more information on using the DescribeCodeRepository 2455// API call, and error handling. 2456// 2457// This method is useful when you want to inject custom logic or configuration 2458// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2459// 2460// 2461// // Example sending a request using the DescribeCodeRepositoryRequest method. 2462// req, resp := client.DescribeCodeRepositoryRequest(params) 2463// 2464// err := req.Send() 2465// if err == nil { // resp is now filled 2466// fmt.Println(resp) 2467// } 2468// 2469// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCodeRepository 2470func (c *SageMaker) DescribeCodeRepositoryRequest(input *DescribeCodeRepositoryInput) (req *request.Request, output *DescribeCodeRepositoryOutput) { 2471 op := &request.Operation{ 2472 Name: opDescribeCodeRepository, 2473 HTTPMethod: "POST", 2474 HTTPPath: "/", 2475 } 2476 2477 if input == nil { 2478 input = &DescribeCodeRepositoryInput{} 2479 } 2480 2481 output = &DescribeCodeRepositoryOutput{} 2482 req = c.newRequest(op, input, output) 2483 return 2484} 2485 2486// DescribeCodeRepository API operation for Amazon SageMaker Service. 2487// 2488// Gets details about the specified Git repository. 2489// 2490// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2491// with awserr.Error's Code and Message methods to get detailed information about 2492// the error. 2493// 2494// See the AWS API reference guide for Amazon SageMaker Service's 2495// API operation DescribeCodeRepository for usage and error information. 2496// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCodeRepository 2497func (c *SageMaker) DescribeCodeRepository(input *DescribeCodeRepositoryInput) (*DescribeCodeRepositoryOutput, error) { 2498 req, out := c.DescribeCodeRepositoryRequest(input) 2499 return out, req.Send() 2500} 2501 2502// DescribeCodeRepositoryWithContext is the same as DescribeCodeRepository with the addition of 2503// the ability to pass a context and additional request options. 2504// 2505// See DescribeCodeRepository for details on how to use this API operation. 2506// 2507// The context must be non-nil and will be used for request cancellation. If 2508// the context is nil a panic will occur. In the future the SDK may create 2509// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2510// for more information on using Contexts. 2511func (c *SageMaker) DescribeCodeRepositoryWithContext(ctx aws.Context, input *DescribeCodeRepositoryInput, opts ...request.Option) (*DescribeCodeRepositoryOutput, error) { 2512 req, out := c.DescribeCodeRepositoryRequest(input) 2513 req.SetContext(ctx) 2514 req.ApplyOptions(opts...) 2515 return out, req.Send() 2516} 2517 2518const opDescribeCompilationJob = "DescribeCompilationJob" 2519 2520// DescribeCompilationJobRequest generates a "aws/request.Request" representing the 2521// client's request for the DescribeCompilationJob operation. The "output" return 2522// value will be populated with the request's response once the request completes 2523// successfully. 2524// 2525// Use "Send" method on the returned Request to send the API call to the service. 2526// the "output" return value is not valid until after Send returns without error. 2527// 2528// See DescribeCompilationJob for more information on using the DescribeCompilationJob 2529// API call, and error handling. 2530// 2531// This method is useful when you want to inject custom logic or configuration 2532// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2533// 2534// 2535// // Example sending a request using the DescribeCompilationJobRequest method. 2536// req, resp := client.DescribeCompilationJobRequest(params) 2537// 2538// err := req.Send() 2539// if err == nil { // resp is now filled 2540// fmt.Println(resp) 2541// } 2542// 2543// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJob 2544func (c *SageMaker) DescribeCompilationJobRequest(input *DescribeCompilationJobInput) (req *request.Request, output *DescribeCompilationJobOutput) { 2545 op := &request.Operation{ 2546 Name: opDescribeCompilationJob, 2547 HTTPMethod: "POST", 2548 HTTPPath: "/", 2549 } 2550 2551 if input == nil { 2552 input = &DescribeCompilationJobInput{} 2553 } 2554 2555 output = &DescribeCompilationJobOutput{} 2556 req = c.newRequest(op, input, output) 2557 return 2558} 2559 2560// DescribeCompilationJob API operation for Amazon SageMaker Service. 2561// 2562// Returns information about a model compilation job. 2563// 2564// To create a model compilation job, use CreateCompilationJob. To get information 2565// about multiple model compilation jobs, use ListCompilationJobs. 2566// 2567// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2568// with awserr.Error's Code and Message methods to get detailed information about 2569// the error. 2570// 2571// See the AWS API reference guide for Amazon SageMaker Service's 2572// API operation DescribeCompilationJob for usage and error information. 2573// 2574// Returned Error Codes: 2575// * ErrCodeResourceNotFound "ResourceNotFound" 2576// Resource being access is not found. 2577// 2578// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJob 2579func (c *SageMaker) DescribeCompilationJob(input *DescribeCompilationJobInput) (*DescribeCompilationJobOutput, error) { 2580 req, out := c.DescribeCompilationJobRequest(input) 2581 return out, req.Send() 2582} 2583 2584// DescribeCompilationJobWithContext is the same as DescribeCompilationJob with the addition of 2585// the ability to pass a context and additional request options. 2586// 2587// See DescribeCompilationJob for details on how to use this API operation. 2588// 2589// The context must be non-nil and will be used for request cancellation. If 2590// the context is nil a panic will occur. In the future the SDK may create 2591// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2592// for more information on using Contexts. 2593func (c *SageMaker) DescribeCompilationJobWithContext(ctx aws.Context, input *DescribeCompilationJobInput, opts ...request.Option) (*DescribeCompilationJobOutput, error) { 2594 req, out := c.DescribeCompilationJobRequest(input) 2595 req.SetContext(ctx) 2596 req.ApplyOptions(opts...) 2597 return out, req.Send() 2598} 2599 2600const opDescribeEndpoint = "DescribeEndpoint" 2601 2602// DescribeEndpointRequest generates a "aws/request.Request" representing the 2603// client's request for the DescribeEndpoint operation. The "output" return 2604// value will be populated with the request's response once the request completes 2605// successfully. 2606// 2607// Use "Send" method on the returned Request to send the API call to the service. 2608// the "output" return value is not valid until after Send returns without error. 2609// 2610// See DescribeEndpoint for more information on using the DescribeEndpoint 2611// API call, and error handling. 2612// 2613// This method is useful when you want to inject custom logic or configuration 2614// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2615// 2616// 2617// // Example sending a request using the DescribeEndpointRequest method. 2618// req, resp := client.DescribeEndpointRequest(params) 2619// 2620// err := req.Send() 2621// if err == nil { // resp is now filled 2622// fmt.Println(resp) 2623// } 2624// 2625// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint 2626func (c *SageMaker) DescribeEndpointRequest(input *DescribeEndpointInput) (req *request.Request, output *DescribeEndpointOutput) { 2627 op := &request.Operation{ 2628 Name: opDescribeEndpoint, 2629 HTTPMethod: "POST", 2630 HTTPPath: "/", 2631 } 2632 2633 if input == nil { 2634 input = &DescribeEndpointInput{} 2635 } 2636 2637 output = &DescribeEndpointOutput{} 2638 req = c.newRequest(op, input, output) 2639 return 2640} 2641 2642// DescribeEndpoint API operation for Amazon SageMaker Service. 2643// 2644// Returns the description of an endpoint. 2645// 2646// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2647// with awserr.Error's Code and Message methods to get detailed information about 2648// the error. 2649// 2650// See the AWS API reference guide for Amazon SageMaker Service's 2651// API operation DescribeEndpoint for usage and error information. 2652// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint 2653func (c *SageMaker) DescribeEndpoint(input *DescribeEndpointInput) (*DescribeEndpointOutput, error) { 2654 req, out := c.DescribeEndpointRequest(input) 2655 return out, req.Send() 2656} 2657 2658// DescribeEndpointWithContext is the same as DescribeEndpoint with the addition of 2659// the ability to pass a context and additional request options. 2660// 2661// See DescribeEndpoint for details on how to use this API operation. 2662// 2663// The context must be non-nil and will be used for request cancellation. If 2664// the context is nil a panic will occur. In the future the SDK may create 2665// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2666// for more information on using Contexts. 2667func (c *SageMaker) DescribeEndpointWithContext(ctx aws.Context, input *DescribeEndpointInput, opts ...request.Option) (*DescribeEndpointOutput, error) { 2668 req, out := c.DescribeEndpointRequest(input) 2669 req.SetContext(ctx) 2670 req.ApplyOptions(opts...) 2671 return out, req.Send() 2672} 2673 2674const opDescribeEndpointConfig = "DescribeEndpointConfig" 2675 2676// DescribeEndpointConfigRequest generates a "aws/request.Request" representing the 2677// client's request for the DescribeEndpointConfig operation. The "output" return 2678// value will be populated with the request's response once the request completes 2679// successfully. 2680// 2681// Use "Send" method on the returned Request to send the API call to the service. 2682// the "output" return value is not valid until after Send returns without error. 2683// 2684// See DescribeEndpointConfig for more information on using the DescribeEndpointConfig 2685// API call, and error handling. 2686// 2687// This method is useful when you want to inject custom logic or configuration 2688// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2689// 2690// 2691// // Example sending a request using the DescribeEndpointConfigRequest method. 2692// req, resp := client.DescribeEndpointConfigRequest(params) 2693// 2694// err := req.Send() 2695// if err == nil { // resp is now filled 2696// fmt.Println(resp) 2697// } 2698// 2699// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpointConfig 2700func (c *SageMaker) DescribeEndpointConfigRequest(input *DescribeEndpointConfigInput) (req *request.Request, output *DescribeEndpointConfigOutput) { 2701 op := &request.Operation{ 2702 Name: opDescribeEndpointConfig, 2703 HTTPMethod: "POST", 2704 HTTPPath: "/", 2705 } 2706 2707 if input == nil { 2708 input = &DescribeEndpointConfigInput{} 2709 } 2710 2711 output = &DescribeEndpointConfigOutput{} 2712 req = c.newRequest(op, input, output) 2713 return 2714} 2715 2716// DescribeEndpointConfig API operation for Amazon SageMaker Service. 2717// 2718// Returns the description of an endpoint configuration created using the CreateEndpointConfig 2719// API. 2720// 2721// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2722// with awserr.Error's Code and Message methods to get detailed information about 2723// the error. 2724// 2725// See the AWS API reference guide for Amazon SageMaker Service's 2726// API operation DescribeEndpointConfig for usage and error information. 2727// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpointConfig 2728func (c *SageMaker) DescribeEndpointConfig(input *DescribeEndpointConfigInput) (*DescribeEndpointConfigOutput, error) { 2729 req, out := c.DescribeEndpointConfigRequest(input) 2730 return out, req.Send() 2731} 2732 2733// DescribeEndpointConfigWithContext is the same as DescribeEndpointConfig with the addition of 2734// the ability to pass a context and additional request options. 2735// 2736// See DescribeEndpointConfig for details on how to use this API operation. 2737// 2738// The context must be non-nil and will be used for request cancellation. If 2739// the context is nil a panic will occur. In the future the SDK may create 2740// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2741// for more information on using Contexts. 2742func (c *SageMaker) DescribeEndpointConfigWithContext(ctx aws.Context, input *DescribeEndpointConfigInput, opts ...request.Option) (*DescribeEndpointConfigOutput, error) { 2743 req, out := c.DescribeEndpointConfigRequest(input) 2744 req.SetContext(ctx) 2745 req.ApplyOptions(opts...) 2746 return out, req.Send() 2747} 2748 2749const opDescribeHyperParameterTuningJob = "DescribeHyperParameterTuningJob" 2750 2751// DescribeHyperParameterTuningJobRequest generates a "aws/request.Request" representing the 2752// client's request for the DescribeHyperParameterTuningJob operation. The "output" return 2753// value will be populated with the request's response once the request completes 2754// successfully. 2755// 2756// Use "Send" method on the returned Request to send the API call to the service. 2757// the "output" return value is not valid until after Send returns without error. 2758// 2759// See DescribeHyperParameterTuningJob for more information on using the DescribeHyperParameterTuningJob 2760// API call, and error handling. 2761// 2762// This method is useful when you want to inject custom logic or configuration 2763// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2764// 2765// 2766// // Example sending a request using the DescribeHyperParameterTuningJobRequest method. 2767// req, resp := client.DescribeHyperParameterTuningJobRequest(params) 2768// 2769// err := req.Send() 2770// if err == nil { // resp is now filled 2771// fmt.Println(resp) 2772// } 2773// 2774// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob 2775func (c *SageMaker) DescribeHyperParameterTuningJobRequest(input *DescribeHyperParameterTuningJobInput) (req *request.Request, output *DescribeHyperParameterTuningJobOutput) { 2776 op := &request.Operation{ 2777 Name: opDescribeHyperParameterTuningJob, 2778 HTTPMethod: "POST", 2779 HTTPPath: "/", 2780 } 2781 2782 if input == nil { 2783 input = &DescribeHyperParameterTuningJobInput{} 2784 } 2785 2786 output = &DescribeHyperParameterTuningJobOutput{} 2787 req = c.newRequest(op, input, output) 2788 return 2789} 2790 2791// DescribeHyperParameterTuningJob API operation for Amazon SageMaker Service. 2792// 2793// Gets a description of a hyperparameter tuning job. 2794// 2795// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2796// with awserr.Error's Code and Message methods to get detailed information about 2797// the error. 2798// 2799// See the AWS API reference guide for Amazon SageMaker Service's 2800// API operation DescribeHyperParameterTuningJob for usage and error information. 2801// 2802// Returned Error Codes: 2803// * ErrCodeResourceNotFound "ResourceNotFound" 2804// Resource being access is not found. 2805// 2806// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob 2807func (c *SageMaker) DescribeHyperParameterTuningJob(input *DescribeHyperParameterTuningJobInput) (*DescribeHyperParameterTuningJobOutput, error) { 2808 req, out := c.DescribeHyperParameterTuningJobRequest(input) 2809 return out, req.Send() 2810} 2811 2812// DescribeHyperParameterTuningJobWithContext is the same as DescribeHyperParameterTuningJob with the addition of 2813// the ability to pass a context and additional request options. 2814// 2815// See DescribeHyperParameterTuningJob for details on how to use this API operation. 2816// 2817// The context must be non-nil and will be used for request cancellation. If 2818// the context is nil a panic will occur. In the future the SDK may create 2819// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2820// for more information on using Contexts. 2821func (c *SageMaker) DescribeHyperParameterTuningJobWithContext(ctx aws.Context, input *DescribeHyperParameterTuningJobInput, opts ...request.Option) (*DescribeHyperParameterTuningJobOutput, error) { 2822 req, out := c.DescribeHyperParameterTuningJobRequest(input) 2823 req.SetContext(ctx) 2824 req.ApplyOptions(opts...) 2825 return out, req.Send() 2826} 2827 2828const opDescribeLabelingJob = "DescribeLabelingJob" 2829 2830// DescribeLabelingJobRequest generates a "aws/request.Request" representing the 2831// client's request for the DescribeLabelingJob operation. The "output" return 2832// value will be populated with the request's response once the request completes 2833// successfully. 2834// 2835// Use "Send" method on the returned Request to send the API call to the service. 2836// the "output" return value is not valid until after Send returns without error. 2837// 2838// See DescribeLabelingJob for more information on using the DescribeLabelingJob 2839// API call, and error handling. 2840// 2841// This method is useful when you want to inject custom logic or configuration 2842// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2843// 2844// 2845// // Example sending a request using the DescribeLabelingJobRequest method. 2846// req, resp := client.DescribeLabelingJobRequest(params) 2847// 2848// err := req.Send() 2849// if err == nil { // resp is now filled 2850// fmt.Println(resp) 2851// } 2852// 2853// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJob 2854func (c *SageMaker) DescribeLabelingJobRequest(input *DescribeLabelingJobInput) (req *request.Request, output *DescribeLabelingJobOutput) { 2855 op := &request.Operation{ 2856 Name: opDescribeLabelingJob, 2857 HTTPMethod: "POST", 2858 HTTPPath: "/", 2859 } 2860 2861 if input == nil { 2862 input = &DescribeLabelingJobInput{} 2863 } 2864 2865 output = &DescribeLabelingJobOutput{} 2866 req = c.newRequest(op, input, output) 2867 return 2868} 2869 2870// DescribeLabelingJob API operation for Amazon SageMaker Service. 2871// 2872// Gets information about a labeling job. 2873// 2874// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2875// with awserr.Error's Code and Message methods to get detailed information about 2876// the error. 2877// 2878// See the AWS API reference guide for Amazon SageMaker Service's 2879// API operation DescribeLabelingJob for usage and error information. 2880// 2881// Returned Error Codes: 2882// * ErrCodeResourceNotFound "ResourceNotFound" 2883// Resource being access is not found. 2884// 2885// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJob 2886func (c *SageMaker) DescribeLabelingJob(input *DescribeLabelingJobInput) (*DescribeLabelingJobOutput, error) { 2887 req, out := c.DescribeLabelingJobRequest(input) 2888 return out, req.Send() 2889} 2890 2891// DescribeLabelingJobWithContext is the same as DescribeLabelingJob with the addition of 2892// the ability to pass a context and additional request options. 2893// 2894// See DescribeLabelingJob for details on how to use this API operation. 2895// 2896// The context must be non-nil and will be used for request cancellation. If 2897// the context is nil a panic will occur. In the future the SDK may create 2898// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2899// for more information on using Contexts. 2900func (c *SageMaker) DescribeLabelingJobWithContext(ctx aws.Context, input *DescribeLabelingJobInput, opts ...request.Option) (*DescribeLabelingJobOutput, error) { 2901 req, out := c.DescribeLabelingJobRequest(input) 2902 req.SetContext(ctx) 2903 req.ApplyOptions(opts...) 2904 return out, req.Send() 2905} 2906 2907const opDescribeModel = "DescribeModel" 2908 2909// DescribeModelRequest generates a "aws/request.Request" representing the 2910// client's request for the DescribeModel operation. The "output" return 2911// value will be populated with the request's response once the request completes 2912// successfully. 2913// 2914// Use "Send" method on the returned Request to send the API call to the service. 2915// the "output" return value is not valid until after Send returns without error. 2916// 2917// See DescribeModel for more information on using the DescribeModel 2918// API call, and error handling. 2919// 2920// This method is useful when you want to inject custom logic or configuration 2921// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2922// 2923// 2924// // Example sending a request using the DescribeModelRequest method. 2925// req, resp := client.DescribeModelRequest(params) 2926// 2927// err := req.Send() 2928// if err == nil { // resp is now filled 2929// fmt.Println(resp) 2930// } 2931// 2932// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel 2933func (c *SageMaker) DescribeModelRequest(input *DescribeModelInput) (req *request.Request, output *DescribeModelOutput) { 2934 op := &request.Operation{ 2935 Name: opDescribeModel, 2936 HTTPMethod: "POST", 2937 HTTPPath: "/", 2938 } 2939 2940 if input == nil { 2941 input = &DescribeModelInput{} 2942 } 2943 2944 output = &DescribeModelOutput{} 2945 req = c.newRequest(op, input, output) 2946 return 2947} 2948 2949// DescribeModel API operation for Amazon SageMaker Service. 2950// 2951// Describes a model that you created using the CreateModel API. 2952// 2953// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 2954// with awserr.Error's Code and Message methods to get detailed information about 2955// the error. 2956// 2957// See the AWS API reference guide for Amazon SageMaker Service's 2958// API operation DescribeModel for usage and error information. 2959// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel 2960func (c *SageMaker) DescribeModel(input *DescribeModelInput) (*DescribeModelOutput, error) { 2961 req, out := c.DescribeModelRequest(input) 2962 return out, req.Send() 2963} 2964 2965// DescribeModelWithContext is the same as DescribeModel with the addition of 2966// the ability to pass a context and additional request options. 2967// 2968// See DescribeModel for details on how to use this API operation. 2969// 2970// The context must be non-nil and will be used for request cancellation. If 2971// the context is nil a panic will occur. In the future the SDK may create 2972// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 2973// for more information on using Contexts. 2974func (c *SageMaker) DescribeModelWithContext(ctx aws.Context, input *DescribeModelInput, opts ...request.Option) (*DescribeModelOutput, error) { 2975 req, out := c.DescribeModelRequest(input) 2976 req.SetContext(ctx) 2977 req.ApplyOptions(opts...) 2978 return out, req.Send() 2979} 2980 2981const opDescribeModelPackage = "DescribeModelPackage" 2982 2983// DescribeModelPackageRequest generates a "aws/request.Request" representing the 2984// client's request for the DescribeModelPackage operation. The "output" return 2985// value will be populated with the request's response once the request completes 2986// successfully. 2987// 2988// Use "Send" method on the returned Request to send the API call to the service. 2989// the "output" return value is not valid until after Send returns without error. 2990// 2991// See DescribeModelPackage for more information on using the DescribeModelPackage 2992// API call, and error handling. 2993// 2994// This method is useful when you want to inject custom logic or configuration 2995// into the SDK's request lifecycle. Such as custom headers, or retry logic. 2996// 2997// 2998// // Example sending a request using the DescribeModelPackageRequest method. 2999// req, resp := client.DescribeModelPackageRequest(params) 3000// 3001// err := req.Send() 3002// if err == nil { // resp is now filled 3003// fmt.Println(resp) 3004// } 3005// 3006// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModelPackage 3007func (c *SageMaker) DescribeModelPackageRequest(input *DescribeModelPackageInput) (req *request.Request, output *DescribeModelPackageOutput) { 3008 op := &request.Operation{ 3009 Name: opDescribeModelPackage, 3010 HTTPMethod: "POST", 3011 HTTPPath: "/", 3012 } 3013 3014 if input == nil { 3015 input = &DescribeModelPackageInput{} 3016 } 3017 3018 output = &DescribeModelPackageOutput{} 3019 req = c.newRequest(op, input, output) 3020 return 3021} 3022 3023// DescribeModelPackage API operation for Amazon SageMaker Service. 3024// 3025// Returns a description of the specified model package, which is used to create 3026// Amazon SageMaker models or list them on AWS Marketplace. 3027// 3028// To create models in Amazon SageMaker, buyers can subscribe to model packages 3029// listed on AWS Marketplace. 3030// 3031// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3032// with awserr.Error's Code and Message methods to get detailed information about 3033// the error. 3034// 3035// See the AWS API reference guide for Amazon SageMaker Service's 3036// API operation DescribeModelPackage for usage and error information. 3037// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModelPackage 3038func (c *SageMaker) DescribeModelPackage(input *DescribeModelPackageInput) (*DescribeModelPackageOutput, error) { 3039 req, out := c.DescribeModelPackageRequest(input) 3040 return out, req.Send() 3041} 3042 3043// DescribeModelPackageWithContext is the same as DescribeModelPackage with the addition of 3044// the ability to pass a context and additional request options. 3045// 3046// See DescribeModelPackage for details on how to use this API operation. 3047// 3048// The context must be non-nil and will be used for request cancellation. If 3049// the context is nil a panic will occur. In the future the SDK may create 3050// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3051// for more information on using Contexts. 3052func (c *SageMaker) DescribeModelPackageWithContext(ctx aws.Context, input *DescribeModelPackageInput, opts ...request.Option) (*DescribeModelPackageOutput, error) { 3053 req, out := c.DescribeModelPackageRequest(input) 3054 req.SetContext(ctx) 3055 req.ApplyOptions(opts...) 3056 return out, req.Send() 3057} 3058 3059const opDescribeNotebookInstance = "DescribeNotebookInstance" 3060 3061// DescribeNotebookInstanceRequest generates a "aws/request.Request" representing the 3062// client's request for the DescribeNotebookInstance operation. The "output" return 3063// value will be populated with the request's response once the request completes 3064// successfully. 3065// 3066// Use "Send" method on the returned Request to send the API call to the service. 3067// the "output" return value is not valid until after Send returns without error. 3068// 3069// See DescribeNotebookInstance for more information on using the DescribeNotebookInstance 3070// API call, and error handling. 3071// 3072// This method is useful when you want to inject custom logic or configuration 3073// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3074// 3075// 3076// // Example sending a request using the DescribeNotebookInstanceRequest method. 3077// req, resp := client.DescribeNotebookInstanceRequest(params) 3078// 3079// err := req.Send() 3080// if err == nil { // resp is now filled 3081// fmt.Println(resp) 3082// } 3083// 3084// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance 3085func (c *SageMaker) DescribeNotebookInstanceRequest(input *DescribeNotebookInstanceInput) (req *request.Request, output *DescribeNotebookInstanceOutput) { 3086 op := &request.Operation{ 3087 Name: opDescribeNotebookInstance, 3088 HTTPMethod: "POST", 3089 HTTPPath: "/", 3090 } 3091 3092 if input == nil { 3093 input = &DescribeNotebookInstanceInput{} 3094 } 3095 3096 output = &DescribeNotebookInstanceOutput{} 3097 req = c.newRequest(op, input, output) 3098 return 3099} 3100 3101// DescribeNotebookInstance API operation for Amazon SageMaker Service. 3102// 3103// Returns information about a notebook instance. 3104// 3105// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3106// with awserr.Error's Code and Message methods to get detailed information about 3107// the error. 3108// 3109// See the AWS API reference guide for Amazon SageMaker Service's 3110// API operation DescribeNotebookInstance for usage and error information. 3111// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance 3112func (c *SageMaker) DescribeNotebookInstance(input *DescribeNotebookInstanceInput) (*DescribeNotebookInstanceOutput, error) { 3113 req, out := c.DescribeNotebookInstanceRequest(input) 3114 return out, req.Send() 3115} 3116 3117// DescribeNotebookInstanceWithContext is the same as DescribeNotebookInstance with the addition of 3118// the ability to pass a context and additional request options. 3119// 3120// See DescribeNotebookInstance for details on how to use this API operation. 3121// 3122// The context must be non-nil and will be used for request cancellation. If 3123// the context is nil a panic will occur. In the future the SDK may create 3124// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3125// for more information on using Contexts. 3126func (c *SageMaker) DescribeNotebookInstanceWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.Option) (*DescribeNotebookInstanceOutput, error) { 3127 req, out := c.DescribeNotebookInstanceRequest(input) 3128 req.SetContext(ctx) 3129 req.ApplyOptions(opts...) 3130 return out, req.Send() 3131} 3132 3133const opDescribeNotebookInstanceLifecycleConfig = "DescribeNotebookInstanceLifecycleConfig" 3134 3135// DescribeNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the 3136// client's request for the DescribeNotebookInstanceLifecycleConfig operation. The "output" return 3137// value will be populated with the request's response once the request completes 3138// successfully. 3139// 3140// Use "Send" method on the returned Request to send the API call to the service. 3141// the "output" return value is not valid until after Send returns without error. 3142// 3143// See DescribeNotebookInstanceLifecycleConfig for more information on using the DescribeNotebookInstanceLifecycleConfig 3144// API call, and error handling. 3145// 3146// This method is useful when you want to inject custom logic or configuration 3147// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3148// 3149// 3150// // Example sending a request using the DescribeNotebookInstanceLifecycleConfigRequest method. 3151// req, resp := client.DescribeNotebookInstanceLifecycleConfigRequest(params) 3152// 3153// err := req.Send() 3154// if err == nil { // resp is now filled 3155// fmt.Println(resp) 3156// } 3157// 3158// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstanceLifecycleConfig 3159func (c *SageMaker) DescribeNotebookInstanceLifecycleConfigRequest(input *DescribeNotebookInstanceLifecycleConfigInput) (req *request.Request, output *DescribeNotebookInstanceLifecycleConfigOutput) { 3160 op := &request.Operation{ 3161 Name: opDescribeNotebookInstanceLifecycleConfig, 3162 HTTPMethod: "POST", 3163 HTTPPath: "/", 3164 } 3165 3166 if input == nil { 3167 input = &DescribeNotebookInstanceLifecycleConfigInput{} 3168 } 3169 3170 output = &DescribeNotebookInstanceLifecycleConfigOutput{} 3171 req = c.newRequest(op, input, output) 3172 return 3173} 3174 3175// DescribeNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service. 3176// 3177// Returns a description of a notebook instance lifecycle configuration. 3178// 3179// For information about notebook instance lifestyle configurations, see Step 3180// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). 3181// 3182// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3183// with awserr.Error's Code and Message methods to get detailed information about 3184// the error. 3185// 3186// See the AWS API reference guide for Amazon SageMaker Service's 3187// API operation DescribeNotebookInstanceLifecycleConfig for usage and error information. 3188// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstanceLifecycleConfig 3189func (c *SageMaker) DescribeNotebookInstanceLifecycleConfig(input *DescribeNotebookInstanceLifecycleConfigInput) (*DescribeNotebookInstanceLifecycleConfigOutput, error) { 3190 req, out := c.DescribeNotebookInstanceLifecycleConfigRequest(input) 3191 return out, req.Send() 3192} 3193 3194// DescribeNotebookInstanceLifecycleConfigWithContext is the same as DescribeNotebookInstanceLifecycleConfig with the addition of 3195// the ability to pass a context and additional request options. 3196// 3197// See DescribeNotebookInstanceLifecycleConfig for details on how to use this API operation. 3198// 3199// The context must be non-nil and will be used for request cancellation. If 3200// the context is nil a panic will occur. In the future the SDK may create 3201// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3202// for more information on using Contexts. 3203func (c *SageMaker) DescribeNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *DescribeNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*DescribeNotebookInstanceLifecycleConfigOutput, error) { 3204 req, out := c.DescribeNotebookInstanceLifecycleConfigRequest(input) 3205 req.SetContext(ctx) 3206 req.ApplyOptions(opts...) 3207 return out, req.Send() 3208} 3209 3210const opDescribeSubscribedWorkteam = "DescribeSubscribedWorkteam" 3211 3212// DescribeSubscribedWorkteamRequest generates a "aws/request.Request" representing the 3213// client's request for the DescribeSubscribedWorkteam operation. The "output" return 3214// value will be populated with the request's response once the request completes 3215// successfully. 3216// 3217// Use "Send" method on the returned Request to send the API call to the service. 3218// the "output" return value is not valid until after Send returns without error. 3219// 3220// See DescribeSubscribedWorkteam for more information on using the DescribeSubscribedWorkteam 3221// API call, and error handling. 3222// 3223// This method is useful when you want to inject custom logic or configuration 3224// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3225// 3226// 3227// // Example sending a request using the DescribeSubscribedWorkteamRequest method. 3228// req, resp := client.DescribeSubscribedWorkteamRequest(params) 3229// 3230// err := req.Send() 3231// if err == nil { // resp is now filled 3232// fmt.Println(resp) 3233// } 3234// 3235// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeSubscribedWorkteam 3236func (c *SageMaker) DescribeSubscribedWorkteamRequest(input *DescribeSubscribedWorkteamInput) (req *request.Request, output *DescribeSubscribedWorkteamOutput) { 3237 op := &request.Operation{ 3238 Name: opDescribeSubscribedWorkteam, 3239 HTTPMethod: "POST", 3240 HTTPPath: "/", 3241 } 3242 3243 if input == nil { 3244 input = &DescribeSubscribedWorkteamInput{} 3245 } 3246 3247 output = &DescribeSubscribedWorkteamOutput{} 3248 req = c.newRequest(op, input, output) 3249 return 3250} 3251 3252// DescribeSubscribedWorkteam API operation for Amazon SageMaker Service. 3253// 3254// Gets information about a work team provided by a vendor. It returns details 3255// about the subscription with a vendor in the AWS Marketplace. 3256// 3257// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3258// with awserr.Error's Code and Message methods to get detailed information about 3259// the error. 3260// 3261// See the AWS API reference guide for Amazon SageMaker Service's 3262// API operation DescribeSubscribedWorkteam for usage and error information. 3263// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeSubscribedWorkteam 3264func (c *SageMaker) DescribeSubscribedWorkteam(input *DescribeSubscribedWorkteamInput) (*DescribeSubscribedWorkteamOutput, error) { 3265 req, out := c.DescribeSubscribedWorkteamRequest(input) 3266 return out, req.Send() 3267} 3268 3269// DescribeSubscribedWorkteamWithContext is the same as DescribeSubscribedWorkteam with the addition of 3270// the ability to pass a context and additional request options. 3271// 3272// See DescribeSubscribedWorkteam for details on how to use this API operation. 3273// 3274// The context must be non-nil and will be used for request cancellation. If 3275// the context is nil a panic will occur. In the future the SDK may create 3276// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3277// for more information on using Contexts. 3278func (c *SageMaker) DescribeSubscribedWorkteamWithContext(ctx aws.Context, input *DescribeSubscribedWorkteamInput, opts ...request.Option) (*DescribeSubscribedWorkteamOutput, error) { 3279 req, out := c.DescribeSubscribedWorkteamRequest(input) 3280 req.SetContext(ctx) 3281 req.ApplyOptions(opts...) 3282 return out, req.Send() 3283} 3284 3285const opDescribeTrainingJob = "DescribeTrainingJob" 3286 3287// DescribeTrainingJobRequest generates a "aws/request.Request" representing the 3288// client's request for the DescribeTrainingJob operation. The "output" return 3289// value will be populated with the request's response once the request completes 3290// successfully. 3291// 3292// Use "Send" method on the returned Request to send the API call to the service. 3293// the "output" return value is not valid until after Send returns without error. 3294// 3295// See DescribeTrainingJob for more information on using the DescribeTrainingJob 3296// API call, and error handling. 3297// 3298// This method is useful when you want to inject custom logic or configuration 3299// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3300// 3301// 3302// // Example sending a request using the DescribeTrainingJobRequest method. 3303// req, resp := client.DescribeTrainingJobRequest(params) 3304// 3305// err := req.Send() 3306// if err == nil { // resp is now filled 3307// fmt.Println(resp) 3308// } 3309// 3310// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob 3311func (c *SageMaker) DescribeTrainingJobRequest(input *DescribeTrainingJobInput) (req *request.Request, output *DescribeTrainingJobOutput) { 3312 op := &request.Operation{ 3313 Name: opDescribeTrainingJob, 3314 HTTPMethod: "POST", 3315 HTTPPath: "/", 3316 } 3317 3318 if input == nil { 3319 input = &DescribeTrainingJobInput{} 3320 } 3321 3322 output = &DescribeTrainingJobOutput{} 3323 req = c.newRequest(op, input, output) 3324 return 3325} 3326 3327// DescribeTrainingJob API operation for Amazon SageMaker Service. 3328// 3329// Returns information about a training job. 3330// 3331// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3332// with awserr.Error's Code and Message methods to get detailed information about 3333// the error. 3334// 3335// See the AWS API reference guide for Amazon SageMaker Service's 3336// API operation DescribeTrainingJob for usage and error information. 3337// 3338// Returned Error Codes: 3339// * ErrCodeResourceNotFound "ResourceNotFound" 3340// Resource being access is not found. 3341// 3342// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob 3343func (c *SageMaker) DescribeTrainingJob(input *DescribeTrainingJobInput) (*DescribeTrainingJobOutput, error) { 3344 req, out := c.DescribeTrainingJobRequest(input) 3345 return out, req.Send() 3346} 3347 3348// DescribeTrainingJobWithContext is the same as DescribeTrainingJob with the addition of 3349// the ability to pass a context and additional request options. 3350// 3351// See DescribeTrainingJob for details on how to use this API operation. 3352// 3353// The context must be non-nil and will be used for request cancellation. If 3354// the context is nil a panic will occur. In the future the SDK may create 3355// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3356// for more information on using Contexts. 3357func (c *SageMaker) DescribeTrainingJobWithContext(ctx aws.Context, input *DescribeTrainingJobInput, opts ...request.Option) (*DescribeTrainingJobOutput, error) { 3358 req, out := c.DescribeTrainingJobRequest(input) 3359 req.SetContext(ctx) 3360 req.ApplyOptions(opts...) 3361 return out, req.Send() 3362} 3363 3364const opDescribeTransformJob = "DescribeTransformJob" 3365 3366// DescribeTransformJobRequest generates a "aws/request.Request" representing the 3367// client's request for the DescribeTransformJob operation. The "output" return 3368// value will be populated with the request's response once the request completes 3369// successfully. 3370// 3371// Use "Send" method on the returned Request to send the API call to the service. 3372// the "output" return value is not valid until after Send returns without error. 3373// 3374// See DescribeTransformJob for more information on using the DescribeTransformJob 3375// API call, and error handling. 3376// 3377// This method is useful when you want to inject custom logic or configuration 3378// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3379// 3380// 3381// // Example sending a request using the DescribeTransformJobRequest method. 3382// req, resp := client.DescribeTransformJobRequest(params) 3383// 3384// err := req.Send() 3385// if err == nil { // resp is now filled 3386// fmt.Println(resp) 3387// } 3388// 3389// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob 3390func (c *SageMaker) DescribeTransformJobRequest(input *DescribeTransformJobInput) (req *request.Request, output *DescribeTransformJobOutput) { 3391 op := &request.Operation{ 3392 Name: opDescribeTransformJob, 3393 HTTPMethod: "POST", 3394 HTTPPath: "/", 3395 } 3396 3397 if input == nil { 3398 input = &DescribeTransformJobInput{} 3399 } 3400 3401 output = &DescribeTransformJobOutput{} 3402 req = c.newRequest(op, input, output) 3403 return 3404} 3405 3406// DescribeTransformJob API operation for Amazon SageMaker Service. 3407// 3408// Returns information about a transform job. 3409// 3410// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3411// with awserr.Error's Code and Message methods to get detailed information about 3412// the error. 3413// 3414// See the AWS API reference guide for Amazon SageMaker Service's 3415// API operation DescribeTransformJob for usage and error information. 3416// 3417// Returned Error Codes: 3418// * ErrCodeResourceNotFound "ResourceNotFound" 3419// Resource being access is not found. 3420// 3421// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob 3422func (c *SageMaker) DescribeTransformJob(input *DescribeTransformJobInput) (*DescribeTransformJobOutput, error) { 3423 req, out := c.DescribeTransformJobRequest(input) 3424 return out, req.Send() 3425} 3426 3427// DescribeTransformJobWithContext is the same as DescribeTransformJob with the addition of 3428// the ability to pass a context and additional request options. 3429// 3430// See DescribeTransformJob for details on how to use this API operation. 3431// 3432// The context must be non-nil and will be used for request cancellation. If 3433// the context is nil a panic will occur. In the future the SDK may create 3434// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3435// for more information on using Contexts. 3436func (c *SageMaker) DescribeTransformJobWithContext(ctx aws.Context, input *DescribeTransformJobInput, opts ...request.Option) (*DescribeTransformJobOutput, error) { 3437 req, out := c.DescribeTransformJobRequest(input) 3438 req.SetContext(ctx) 3439 req.ApplyOptions(opts...) 3440 return out, req.Send() 3441} 3442 3443const opDescribeWorkteam = "DescribeWorkteam" 3444 3445// DescribeWorkteamRequest generates a "aws/request.Request" representing the 3446// client's request for the DescribeWorkteam operation. The "output" return 3447// value will be populated with the request's response once the request completes 3448// successfully. 3449// 3450// Use "Send" method on the returned Request to send the API call to the service. 3451// the "output" return value is not valid until after Send returns without error. 3452// 3453// See DescribeWorkteam for more information on using the DescribeWorkteam 3454// API call, and error handling. 3455// 3456// This method is useful when you want to inject custom logic or configuration 3457// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3458// 3459// 3460// // Example sending a request using the DescribeWorkteamRequest method. 3461// req, resp := client.DescribeWorkteamRequest(params) 3462// 3463// err := req.Send() 3464// if err == nil { // resp is now filled 3465// fmt.Println(resp) 3466// } 3467// 3468// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkteam 3469func (c *SageMaker) DescribeWorkteamRequest(input *DescribeWorkteamInput) (req *request.Request, output *DescribeWorkteamOutput) { 3470 op := &request.Operation{ 3471 Name: opDescribeWorkteam, 3472 HTTPMethod: "POST", 3473 HTTPPath: "/", 3474 } 3475 3476 if input == nil { 3477 input = &DescribeWorkteamInput{} 3478 } 3479 3480 output = &DescribeWorkteamOutput{} 3481 req = c.newRequest(op, input, output) 3482 return 3483} 3484 3485// DescribeWorkteam API operation for Amazon SageMaker Service. 3486// 3487// Gets information about a specific work team. You can see information such 3488// as the create date, the last updated date, membership information, and the 3489// work team's Amazon Resource Name (ARN). 3490// 3491// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3492// with awserr.Error's Code and Message methods to get detailed information about 3493// the error. 3494// 3495// See the AWS API reference guide for Amazon SageMaker Service's 3496// API operation DescribeWorkteam for usage and error information. 3497// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkteam 3498func (c *SageMaker) DescribeWorkteam(input *DescribeWorkteamInput) (*DescribeWorkteamOutput, error) { 3499 req, out := c.DescribeWorkteamRequest(input) 3500 return out, req.Send() 3501} 3502 3503// DescribeWorkteamWithContext is the same as DescribeWorkteam with the addition of 3504// the ability to pass a context and additional request options. 3505// 3506// See DescribeWorkteam for details on how to use this API operation. 3507// 3508// The context must be non-nil and will be used for request cancellation. If 3509// the context is nil a panic will occur. In the future the SDK may create 3510// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3511// for more information on using Contexts. 3512func (c *SageMaker) DescribeWorkteamWithContext(ctx aws.Context, input *DescribeWorkteamInput, opts ...request.Option) (*DescribeWorkteamOutput, error) { 3513 req, out := c.DescribeWorkteamRequest(input) 3514 req.SetContext(ctx) 3515 req.ApplyOptions(opts...) 3516 return out, req.Send() 3517} 3518 3519const opGetSearchSuggestions = "GetSearchSuggestions" 3520 3521// GetSearchSuggestionsRequest generates a "aws/request.Request" representing the 3522// client's request for the GetSearchSuggestions operation. The "output" return 3523// value will be populated with the request's response once the request completes 3524// successfully. 3525// 3526// Use "Send" method on the returned Request to send the API call to the service. 3527// the "output" return value is not valid until after Send returns without error. 3528// 3529// See GetSearchSuggestions for more information on using the GetSearchSuggestions 3530// API call, and error handling. 3531// 3532// This method is useful when you want to inject custom logic or configuration 3533// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3534// 3535// 3536// // Example sending a request using the GetSearchSuggestionsRequest method. 3537// req, resp := client.GetSearchSuggestionsRequest(params) 3538// 3539// err := req.Send() 3540// if err == nil { // resp is now filled 3541// fmt.Println(resp) 3542// } 3543// 3544// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/GetSearchSuggestions 3545func (c *SageMaker) GetSearchSuggestionsRequest(input *GetSearchSuggestionsInput) (req *request.Request, output *GetSearchSuggestionsOutput) { 3546 op := &request.Operation{ 3547 Name: opGetSearchSuggestions, 3548 HTTPMethod: "POST", 3549 HTTPPath: "/", 3550 } 3551 3552 if input == nil { 3553 input = &GetSearchSuggestionsInput{} 3554 } 3555 3556 output = &GetSearchSuggestionsOutput{} 3557 req = c.newRequest(op, input, output) 3558 return 3559} 3560 3561// GetSearchSuggestions API operation for Amazon SageMaker Service. 3562// 3563// An auto-complete API for the search functionality in the Amazon SageMaker 3564// console. It returns suggestions of possible matches for the property name 3565// to use in Search queries. Provides suggestions for HyperParameters, Tags, 3566// and Metrics. 3567// 3568// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3569// with awserr.Error's Code and Message methods to get detailed information about 3570// the error. 3571// 3572// See the AWS API reference guide for Amazon SageMaker Service's 3573// API operation GetSearchSuggestions for usage and error information. 3574// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/GetSearchSuggestions 3575func (c *SageMaker) GetSearchSuggestions(input *GetSearchSuggestionsInput) (*GetSearchSuggestionsOutput, error) { 3576 req, out := c.GetSearchSuggestionsRequest(input) 3577 return out, req.Send() 3578} 3579 3580// GetSearchSuggestionsWithContext is the same as GetSearchSuggestions with the addition of 3581// the ability to pass a context and additional request options. 3582// 3583// See GetSearchSuggestions for details on how to use this API operation. 3584// 3585// The context must be non-nil and will be used for request cancellation. If 3586// the context is nil a panic will occur. In the future the SDK may create 3587// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3588// for more information on using Contexts. 3589func (c *SageMaker) GetSearchSuggestionsWithContext(ctx aws.Context, input *GetSearchSuggestionsInput, opts ...request.Option) (*GetSearchSuggestionsOutput, error) { 3590 req, out := c.GetSearchSuggestionsRequest(input) 3591 req.SetContext(ctx) 3592 req.ApplyOptions(opts...) 3593 return out, req.Send() 3594} 3595 3596const opListAlgorithms = "ListAlgorithms" 3597 3598// ListAlgorithmsRequest generates a "aws/request.Request" representing the 3599// client's request for the ListAlgorithms operation. The "output" return 3600// value will be populated with the request's response once the request completes 3601// successfully. 3602// 3603// Use "Send" method on the returned Request to send the API call to the service. 3604// the "output" return value is not valid until after Send returns without error. 3605// 3606// See ListAlgorithms for more information on using the ListAlgorithms 3607// API call, and error handling. 3608// 3609// This method is useful when you want to inject custom logic or configuration 3610// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3611// 3612// 3613// // Example sending a request using the ListAlgorithmsRequest method. 3614// req, resp := client.ListAlgorithmsRequest(params) 3615// 3616// err := req.Send() 3617// if err == nil { // resp is now filled 3618// fmt.Println(resp) 3619// } 3620// 3621// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAlgorithms 3622func (c *SageMaker) ListAlgorithmsRequest(input *ListAlgorithmsInput) (req *request.Request, output *ListAlgorithmsOutput) { 3623 op := &request.Operation{ 3624 Name: opListAlgorithms, 3625 HTTPMethod: "POST", 3626 HTTPPath: "/", 3627 } 3628 3629 if input == nil { 3630 input = &ListAlgorithmsInput{} 3631 } 3632 3633 output = &ListAlgorithmsOutput{} 3634 req = c.newRequest(op, input, output) 3635 return 3636} 3637 3638// ListAlgorithms API operation for Amazon SageMaker Service. 3639// 3640// Lists the machine learning algorithms that have been created. 3641// 3642// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3643// with awserr.Error's Code and Message methods to get detailed information about 3644// the error. 3645// 3646// See the AWS API reference guide for Amazon SageMaker Service's 3647// API operation ListAlgorithms for usage and error information. 3648// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAlgorithms 3649func (c *SageMaker) ListAlgorithms(input *ListAlgorithmsInput) (*ListAlgorithmsOutput, error) { 3650 req, out := c.ListAlgorithmsRequest(input) 3651 return out, req.Send() 3652} 3653 3654// ListAlgorithmsWithContext is the same as ListAlgorithms with the addition of 3655// the ability to pass a context and additional request options. 3656// 3657// See ListAlgorithms for details on how to use this API operation. 3658// 3659// The context must be non-nil and will be used for request cancellation. If 3660// the context is nil a panic will occur. In the future the SDK may create 3661// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3662// for more information on using Contexts. 3663func (c *SageMaker) ListAlgorithmsWithContext(ctx aws.Context, input *ListAlgorithmsInput, opts ...request.Option) (*ListAlgorithmsOutput, error) { 3664 req, out := c.ListAlgorithmsRequest(input) 3665 req.SetContext(ctx) 3666 req.ApplyOptions(opts...) 3667 return out, req.Send() 3668} 3669 3670const opListCodeRepositories = "ListCodeRepositories" 3671 3672// ListCodeRepositoriesRequest generates a "aws/request.Request" representing the 3673// client's request for the ListCodeRepositories operation. The "output" return 3674// value will be populated with the request's response once the request completes 3675// successfully. 3676// 3677// Use "Send" method on the returned Request to send the API call to the service. 3678// the "output" return value is not valid until after Send returns without error. 3679// 3680// See ListCodeRepositories for more information on using the ListCodeRepositories 3681// API call, and error handling. 3682// 3683// This method is useful when you want to inject custom logic or configuration 3684// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3685// 3686// 3687// // Example sending a request using the ListCodeRepositoriesRequest method. 3688// req, resp := client.ListCodeRepositoriesRequest(params) 3689// 3690// err := req.Send() 3691// if err == nil { // resp is now filled 3692// fmt.Println(resp) 3693// } 3694// 3695// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCodeRepositories 3696func (c *SageMaker) ListCodeRepositoriesRequest(input *ListCodeRepositoriesInput) (req *request.Request, output *ListCodeRepositoriesOutput) { 3697 op := &request.Operation{ 3698 Name: opListCodeRepositories, 3699 HTTPMethod: "POST", 3700 HTTPPath: "/", 3701 } 3702 3703 if input == nil { 3704 input = &ListCodeRepositoriesInput{} 3705 } 3706 3707 output = &ListCodeRepositoriesOutput{} 3708 req = c.newRequest(op, input, output) 3709 return 3710} 3711 3712// ListCodeRepositories API operation for Amazon SageMaker Service. 3713// 3714// Gets a list of the Git repositories in your account. 3715// 3716// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3717// with awserr.Error's Code and Message methods to get detailed information about 3718// the error. 3719// 3720// See the AWS API reference guide for Amazon SageMaker Service's 3721// API operation ListCodeRepositories for usage and error information. 3722// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCodeRepositories 3723func (c *SageMaker) ListCodeRepositories(input *ListCodeRepositoriesInput) (*ListCodeRepositoriesOutput, error) { 3724 req, out := c.ListCodeRepositoriesRequest(input) 3725 return out, req.Send() 3726} 3727 3728// ListCodeRepositoriesWithContext is the same as ListCodeRepositories with the addition of 3729// the ability to pass a context and additional request options. 3730// 3731// See ListCodeRepositories for details on how to use this API operation. 3732// 3733// The context must be non-nil and will be used for request cancellation. If 3734// the context is nil a panic will occur. In the future the SDK may create 3735// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3736// for more information on using Contexts. 3737func (c *SageMaker) ListCodeRepositoriesWithContext(ctx aws.Context, input *ListCodeRepositoriesInput, opts ...request.Option) (*ListCodeRepositoriesOutput, error) { 3738 req, out := c.ListCodeRepositoriesRequest(input) 3739 req.SetContext(ctx) 3740 req.ApplyOptions(opts...) 3741 return out, req.Send() 3742} 3743 3744const opListCompilationJobs = "ListCompilationJobs" 3745 3746// ListCompilationJobsRequest generates a "aws/request.Request" representing the 3747// client's request for the ListCompilationJobs operation. The "output" return 3748// value will be populated with the request's response once the request completes 3749// successfully. 3750// 3751// Use "Send" method on the returned Request to send the API call to the service. 3752// the "output" return value is not valid until after Send returns without error. 3753// 3754// See ListCompilationJobs for more information on using the ListCompilationJobs 3755// API call, and error handling. 3756// 3757// This method is useful when you want to inject custom logic or configuration 3758// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3759// 3760// 3761// // Example sending a request using the ListCompilationJobsRequest method. 3762// req, resp := client.ListCompilationJobsRequest(params) 3763// 3764// err := req.Send() 3765// if err == nil { // resp is now filled 3766// fmt.Println(resp) 3767// } 3768// 3769// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCompilationJobs 3770func (c *SageMaker) ListCompilationJobsRequest(input *ListCompilationJobsInput) (req *request.Request, output *ListCompilationJobsOutput) { 3771 op := &request.Operation{ 3772 Name: opListCompilationJobs, 3773 HTTPMethod: "POST", 3774 HTTPPath: "/", 3775 Paginator: &request.Paginator{ 3776 InputTokens: []string{"NextToken"}, 3777 OutputTokens: []string{"NextToken"}, 3778 LimitToken: "MaxResults", 3779 TruncationToken: "", 3780 }, 3781 } 3782 3783 if input == nil { 3784 input = &ListCompilationJobsInput{} 3785 } 3786 3787 output = &ListCompilationJobsOutput{} 3788 req = c.newRequest(op, input, output) 3789 return 3790} 3791 3792// ListCompilationJobs API operation for Amazon SageMaker Service. 3793// 3794// Lists model compilation jobs that satisfy various filters. 3795// 3796// To create a model compilation job, use CreateCompilationJob. To get information 3797// about a particular model compilation job you have created, use DescribeCompilationJob. 3798// 3799// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3800// with awserr.Error's Code and Message methods to get detailed information about 3801// the error. 3802// 3803// See the AWS API reference guide for Amazon SageMaker Service's 3804// API operation ListCompilationJobs for usage and error information. 3805// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCompilationJobs 3806func (c *SageMaker) ListCompilationJobs(input *ListCompilationJobsInput) (*ListCompilationJobsOutput, error) { 3807 req, out := c.ListCompilationJobsRequest(input) 3808 return out, req.Send() 3809} 3810 3811// ListCompilationJobsWithContext is the same as ListCompilationJobs with the addition of 3812// the ability to pass a context and additional request options. 3813// 3814// See ListCompilationJobs for details on how to use this API operation. 3815// 3816// The context must be non-nil and will be used for request cancellation. If 3817// the context is nil a panic will occur. In the future the SDK may create 3818// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3819// for more information on using Contexts. 3820func (c *SageMaker) ListCompilationJobsWithContext(ctx aws.Context, input *ListCompilationJobsInput, opts ...request.Option) (*ListCompilationJobsOutput, error) { 3821 req, out := c.ListCompilationJobsRequest(input) 3822 req.SetContext(ctx) 3823 req.ApplyOptions(opts...) 3824 return out, req.Send() 3825} 3826 3827// ListCompilationJobsPages iterates over the pages of a ListCompilationJobs operation, 3828// calling the "fn" function with the response data for each page. To stop 3829// iterating, return false from the fn function. 3830// 3831// See ListCompilationJobs method for more information on how to use this operation. 3832// 3833// Note: This operation can generate multiple requests to a service. 3834// 3835// // Example iterating over at most 3 pages of a ListCompilationJobs operation. 3836// pageNum := 0 3837// err := client.ListCompilationJobsPages(params, 3838// func(page *sagemaker.ListCompilationJobsOutput, lastPage bool) bool { 3839// pageNum++ 3840// fmt.Println(page) 3841// return pageNum <= 3 3842// }) 3843// 3844func (c *SageMaker) ListCompilationJobsPages(input *ListCompilationJobsInput, fn func(*ListCompilationJobsOutput, bool) bool) error { 3845 return c.ListCompilationJobsPagesWithContext(aws.BackgroundContext(), input, fn) 3846} 3847 3848// ListCompilationJobsPagesWithContext same as ListCompilationJobsPages except 3849// it takes a Context and allows setting request options on the pages. 3850// 3851// The context must be non-nil and will be used for request cancellation. If 3852// the context is nil a panic will occur. In the future the SDK may create 3853// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3854// for more information on using Contexts. 3855func (c *SageMaker) ListCompilationJobsPagesWithContext(ctx aws.Context, input *ListCompilationJobsInput, fn func(*ListCompilationJobsOutput, bool) bool, opts ...request.Option) error { 3856 p := request.Pagination{ 3857 NewRequest: func() (*request.Request, error) { 3858 var inCpy *ListCompilationJobsInput 3859 if input != nil { 3860 tmp := *input 3861 inCpy = &tmp 3862 } 3863 req, _ := c.ListCompilationJobsRequest(inCpy) 3864 req.SetContext(ctx) 3865 req.ApplyOptions(opts...) 3866 return req, nil 3867 }, 3868 } 3869 3870 cont := true 3871 for p.Next() && cont { 3872 cont = fn(p.Page().(*ListCompilationJobsOutput), !p.HasNextPage()) 3873 } 3874 return p.Err() 3875} 3876 3877const opListEndpointConfigs = "ListEndpointConfigs" 3878 3879// ListEndpointConfigsRequest generates a "aws/request.Request" representing the 3880// client's request for the ListEndpointConfigs operation. The "output" return 3881// value will be populated with the request's response once the request completes 3882// successfully. 3883// 3884// Use "Send" method on the returned Request to send the API call to the service. 3885// the "output" return value is not valid until after Send returns without error. 3886// 3887// See ListEndpointConfigs for more information on using the ListEndpointConfigs 3888// API call, and error handling. 3889// 3890// This method is useful when you want to inject custom logic or configuration 3891// into the SDK's request lifecycle. Such as custom headers, or retry logic. 3892// 3893// 3894// // Example sending a request using the ListEndpointConfigsRequest method. 3895// req, resp := client.ListEndpointConfigsRequest(params) 3896// 3897// err := req.Send() 3898// if err == nil { // resp is now filled 3899// fmt.Println(resp) 3900// } 3901// 3902// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs 3903func (c *SageMaker) ListEndpointConfigsRequest(input *ListEndpointConfigsInput) (req *request.Request, output *ListEndpointConfigsOutput) { 3904 op := &request.Operation{ 3905 Name: opListEndpointConfigs, 3906 HTTPMethod: "POST", 3907 HTTPPath: "/", 3908 Paginator: &request.Paginator{ 3909 InputTokens: []string{"NextToken"}, 3910 OutputTokens: []string{"NextToken"}, 3911 LimitToken: "MaxResults", 3912 TruncationToken: "", 3913 }, 3914 } 3915 3916 if input == nil { 3917 input = &ListEndpointConfigsInput{} 3918 } 3919 3920 output = &ListEndpointConfigsOutput{} 3921 req = c.newRequest(op, input, output) 3922 return 3923} 3924 3925// ListEndpointConfigs API operation for Amazon SageMaker Service. 3926// 3927// Lists endpoint configurations. 3928// 3929// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 3930// with awserr.Error's Code and Message methods to get detailed information about 3931// the error. 3932// 3933// See the AWS API reference guide for Amazon SageMaker Service's 3934// API operation ListEndpointConfigs for usage and error information. 3935// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs 3936func (c *SageMaker) ListEndpointConfigs(input *ListEndpointConfigsInput) (*ListEndpointConfigsOutput, error) { 3937 req, out := c.ListEndpointConfigsRequest(input) 3938 return out, req.Send() 3939} 3940 3941// ListEndpointConfigsWithContext is the same as ListEndpointConfigs with the addition of 3942// the ability to pass a context and additional request options. 3943// 3944// See ListEndpointConfigs for details on how to use this API operation. 3945// 3946// The context must be non-nil and will be used for request cancellation. If 3947// the context is nil a panic will occur. In the future the SDK may create 3948// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3949// for more information on using Contexts. 3950func (c *SageMaker) ListEndpointConfigsWithContext(ctx aws.Context, input *ListEndpointConfigsInput, opts ...request.Option) (*ListEndpointConfigsOutput, error) { 3951 req, out := c.ListEndpointConfigsRequest(input) 3952 req.SetContext(ctx) 3953 req.ApplyOptions(opts...) 3954 return out, req.Send() 3955} 3956 3957// ListEndpointConfigsPages iterates over the pages of a ListEndpointConfigs operation, 3958// calling the "fn" function with the response data for each page. To stop 3959// iterating, return false from the fn function. 3960// 3961// See ListEndpointConfigs method for more information on how to use this operation. 3962// 3963// Note: This operation can generate multiple requests to a service. 3964// 3965// // Example iterating over at most 3 pages of a ListEndpointConfigs operation. 3966// pageNum := 0 3967// err := client.ListEndpointConfigsPages(params, 3968// func(page *sagemaker.ListEndpointConfigsOutput, lastPage bool) bool { 3969// pageNum++ 3970// fmt.Println(page) 3971// return pageNum <= 3 3972// }) 3973// 3974func (c *SageMaker) ListEndpointConfigsPages(input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool) error { 3975 return c.ListEndpointConfigsPagesWithContext(aws.BackgroundContext(), input, fn) 3976} 3977 3978// ListEndpointConfigsPagesWithContext same as ListEndpointConfigsPages except 3979// it takes a Context and allows setting request options on the pages. 3980// 3981// The context must be non-nil and will be used for request cancellation. If 3982// the context is nil a panic will occur. In the future the SDK may create 3983// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 3984// for more information on using Contexts. 3985func (c *SageMaker) ListEndpointConfigsPagesWithContext(ctx aws.Context, input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool, opts ...request.Option) error { 3986 p := request.Pagination{ 3987 NewRequest: func() (*request.Request, error) { 3988 var inCpy *ListEndpointConfigsInput 3989 if input != nil { 3990 tmp := *input 3991 inCpy = &tmp 3992 } 3993 req, _ := c.ListEndpointConfigsRequest(inCpy) 3994 req.SetContext(ctx) 3995 req.ApplyOptions(opts...) 3996 return req, nil 3997 }, 3998 } 3999 4000 cont := true 4001 for p.Next() && cont { 4002 cont = fn(p.Page().(*ListEndpointConfigsOutput), !p.HasNextPage()) 4003 } 4004 return p.Err() 4005} 4006 4007const opListEndpoints = "ListEndpoints" 4008 4009// ListEndpointsRequest generates a "aws/request.Request" representing the 4010// client's request for the ListEndpoints operation. The "output" return 4011// value will be populated with the request's response once the request completes 4012// successfully. 4013// 4014// Use "Send" method on the returned Request to send the API call to the service. 4015// the "output" return value is not valid until after Send returns without error. 4016// 4017// See ListEndpoints for more information on using the ListEndpoints 4018// API call, and error handling. 4019// 4020// This method is useful when you want to inject custom logic or configuration 4021// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4022// 4023// 4024// // Example sending a request using the ListEndpointsRequest method. 4025// req, resp := client.ListEndpointsRequest(params) 4026// 4027// err := req.Send() 4028// if err == nil { // resp is now filled 4029// fmt.Println(resp) 4030// } 4031// 4032// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints 4033func (c *SageMaker) ListEndpointsRequest(input *ListEndpointsInput) (req *request.Request, output *ListEndpointsOutput) { 4034 op := &request.Operation{ 4035 Name: opListEndpoints, 4036 HTTPMethod: "POST", 4037 HTTPPath: "/", 4038 Paginator: &request.Paginator{ 4039 InputTokens: []string{"NextToken"}, 4040 OutputTokens: []string{"NextToken"}, 4041 LimitToken: "MaxResults", 4042 TruncationToken: "", 4043 }, 4044 } 4045 4046 if input == nil { 4047 input = &ListEndpointsInput{} 4048 } 4049 4050 output = &ListEndpointsOutput{} 4051 req = c.newRequest(op, input, output) 4052 return 4053} 4054 4055// ListEndpoints API operation for Amazon SageMaker Service. 4056// 4057// Lists endpoints. 4058// 4059// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4060// with awserr.Error's Code and Message methods to get detailed information about 4061// the error. 4062// 4063// See the AWS API reference guide for Amazon SageMaker Service's 4064// API operation ListEndpoints for usage and error information. 4065// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints 4066func (c *SageMaker) ListEndpoints(input *ListEndpointsInput) (*ListEndpointsOutput, error) { 4067 req, out := c.ListEndpointsRequest(input) 4068 return out, req.Send() 4069} 4070 4071// ListEndpointsWithContext is the same as ListEndpoints with the addition of 4072// the ability to pass a context and additional request options. 4073// 4074// See ListEndpoints for details on how to use this API operation. 4075// 4076// The context must be non-nil and will be used for request cancellation. If 4077// the context is nil a panic will occur. In the future the SDK may create 4078// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4079// for more information on using Contexts. 4080func (c *SageMaker) ListEndpointsWithContext(ctx aws.Context, input *ListEndpointsInput, opts ...request.Option) (*ListEndpointsOutput, error) { 4081 req, out := c.ListEndpointsRequest(input) 4082 req.SetContext(ctx) 4083 req.ApplyOptions(opts...) 4084 return out, req.Send() 4085} 4086 4087// ListEndpointsPages iterates over the pages of a ListEndpoints operation, 4088// calling the "fn" function with the response data for each page. To stop 4089// iterating, return false from the fn function. 4090// 4091// See ListEndpoints method for more information on how to use this operation. 4092// 4093// Note: This operation can generate multiple requests to a service. 4094// 4095// // Example iterating over at most 3 pages of a ListEndpoints operation. 4096// pageNum := 0 4097// err := client.ListEndpointsPages(params, 4098// func(page *sagemaker.ListEndpointsOutput, lastPage bool) bool { 4099// pageNum++ 4100// fmt.Println(page) 4101// return pageNum <= 3 4102// }) 4103// 4104func (c *SageMaker) ListEndpointsPages(input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool) error { 4105 return c.ListEndpointsPagesWithContext(aws.BackgroundContext(), input, fn) 4106} 4107 4108// ListEndpointsPagesWithContext same as ListEndpointsPages except 4109// it takes a Context and allows setting request options on the pages. 4110// 4111// The context must be non-nil and will be used for request cancellation. If 4112// the context is nil a panic will occur. In the future the SDK may create 4113// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4114// for more information on using Contexts. 4115func (c *SageMaker) ListEndpointsPagesWithContext(ctx aws.Context, input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool, opts ...request.Option) error { 4116 p := request.Pagination{ 4117 NewRequest: func() (*request.Request, error) { 4118 var inCpy *ListEndpointsInput 4119 if input != nil { 4120 tmp := *input 4121 inCpy = &tmp 4122 } 4123 req, _ := c.ListEndpointsRequest(inCpy) 4124 req.SetContext(ctx) 4125 req.ApplyOptions(opts...) 4126 return req, nil 4127 }, 4128 } 4129 4130 cont := true 4131 for p.Next() && cont { 4132 cont = fn(p.Page().(*ListEndpointsOutput), !p.HasNextPage()) 4133 } 4134 return p.Err() 4135} 4136 4137const opListHyperParameterTuningJobs = "ListHyperParameterTuningJobs" 4138 4139// ListHyperParameterTuningJobsRequest generates a "aws/request.Request" representing the 4140// client's request for the ListHyperParameterTuningJobs operation. The "output" return 4141// value will be populated with the request's response once the request completes 4142// successfully. 4143// 4144// Use "Send" method on the returned Request to send the API call to the service. 4145// the "output" return value is not valid until after Send returns without error. 4146// 4147// See ListHyperParameterTuningJobs for more information on using the ListHyperParameterTuningJobs 4148// API call, and error handling. 4149// 4150// This method is useful when you want to inject custom logic or configuration 4151// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4152// 4153// 4154// // Example sending a request using the ListHyperParameterTuningJobsRequest method. 4155// req, resp := client.ListHyperParameterTuningJobsRequest(params) 4156// 4157// err := req.Send() 4158// if err == nil { // resp is now filled 4159// fmt.Println(resp) 4160// } 4161// 4162// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHyperParameterTuningJobs 4163func (c *SageMaker) ListHyperParameterTuningJobsRequest(input *ListHyperParameterTuningJobsInput) (req *request.Request, output *ListHyperParameterTuningJobsOutput) { 4164 op := &request.Operation{ 4165 Name: opListHyperParameterTuningJobs, 4166 HTTPMethod: "POST", 4167 HTTPPath: "/", 4168 Paginator: &request.Paginator{ 4169 InputTokens: []string{"NextToken"}, 4170 OutputTokens: []string{"NextToken"}, 4171 LimitToken: "MaxResults", 4172 TruncationToken: "", 4173 }, 4174 } 4175 4176 if input == nil { 4177 input = &ListHyperParameterTuningJobsInput{} 4178 } 4179 4180 output = &ListHyperParameterTuningJobsOutput{} 4181 req = c.newRequest(op, input, output) 4182 return 4183} 4184 4185// ListHyperParameterTuningJobs API operation for Amazon SageMaker Service. 4186// 4187// Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter 4188// tuning jobs launched in your account. 4189// 4190// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4191// with awserr.Error's Code and Message methods to get detailed information about 4192// the error. 4193// 4194// See the AWS API reference guide for Amazon SageMaker Service's 4195// API operation ListHyperParameterTuningJobs for usage and error information. 4196// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHyperParameterTuningJobs 4197func (c *SageMaker) ListHyperParameterTuningJobs(input *ListHyperParameterTuningJobsInput) (*ListHyperParameterTuningJobsOutput, error) { 4198 req, out := c.ListHyperParameterTuningJobsRequest(input) 4199 return out, req.Send() 4200} 4201 4202// ListHyperParameterTuningJobsWithContext is the same as ListHyperParameterTuningJobs with the addition of 4203// the ability to pass a context and additional request options. 4204// 4205// See ListHyperParameterTuningJobs for details on how to use this API operation. 4206// 4207// The context must be non-nil and will be used for request cancellation. If 4208// the context is nil a panic will occur. In the future the SDK may create 4209// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4210// for more information on using Contexts. 4211func (c *SageMaker) ListHyperParameterTuningJobsWithContext(ctx aws.Context, input *ListHyperParameterTuningJobsInput, opts ...request.Option) (*ListHyperParameterTuningJobsOutput, error) { 4212 req, out := c.ListHyperParameterTuningJobsRequest(input) 4213 req.SetContext(ctx) 4214 req.ApplyOptions(opts...) 4215 return out, req.Send() 4216} 4217 4218// ListHyperParameterTuningJobsPages iterates over the pages of a ListHyperParameterTuningJobs operation, 4219// calling the "fn" function with the response data for each page. To stop 4220// iterating, return false from the fn function. 4221// 4222// See ListHyperParameterTuningJobs method for more information on how to use this operation. 4223// 4224// Note: This operation can generate multiple requests to a service. 4225// 4226// // Example iterating over at most 3 pages of a ListHyperParameterTuningJobs operation. 4227// pageNum := 0 4228// err := client.ListHyperParameterTuningJobsPages(params, 4229// func(page *sagemaker.ListHyperParameterTuningJobsOutput, lastPage bool) bool { 4230// pageNum++ 4231// fmt.Println(page) 4232// return pageNum <= 3 4233// }) 4234// 4235func (c *SageMaker) ListHyperParameterTuningJobsPages(input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool) error { 4236 return c.ListHyperParameterTuningJobsPagesWithContext(aws.BackgroundContext(), input, fn) 4237} 4238 4239// ListHyperParameterTuningJobsPagesWithContext same as ListHyperParameterTuningJobsPages except 4240// it takes a Context and allows setting request options on the pages. 4241// 4242// The context must be non-nil and will be used for request cancellation. If 4243// the context is nil a panic will occur. In the future the SDK may create 4244// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4245// for more information on using Contexts. 4246func (c *SageMaker) ListHyperParameterTuningJobsPagesWithContext(ctx aws.Context, input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool, opts ...request.Option) error { 4247 p := request.Pagination{ 4248 NewRequest: func() (*request.Request, error) { 4249 var inCpy *ListHyperParameterTuningJobsInput 4250 if input != nil { 4251 tmp := *input 4252 inCpy = &tmp 4253 } 4254 req, _ := c.ListHyperParameterTuningJobsRequest(inCpy) 4255 req.SetContext(ctx) 4256 req.ApplyOptions(opts...) 4257 return req, nil 4258 }, 4259 } 4260 4261 cont := true 4262 for p.Next() && cont { 4263 cont = fn(p.Page().(*ListHyperParameterTuningJobsOutput), !p.HasNextPage()) 4264 } 4265 return p.Err() 4266} 4267 4268const opListLabelingJobs = "ListLabelingJobs" 4269 4270// ListLabelingJobsRequest generates a "aws/request.Request" representing the 4271// client's request for the ListLabelingJobs operation. The "output" return 4272// value will be populated with the request's response once the request completes 4273// successfully. 4274// 4275// Use "Send" method on the returned Request to send the API call to the service. 4276// the "output" return value is not valid until after Send returns without error. 4277// 4278// See ListLabelingJobs for more information on using the ListLabelingJobs 4279// API call, and error handling. 4280// 4281// This method is useful when you want to inject custom logic or configuration 4282// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4283// 4284// 4285// // Example sending a request using the ListLabelingJobsRequest method. 4286// req, resp := client.ListLabelingJobsRequest(params) 4287// 4288// err := req.Send() 4289// if err == nil { // resp is now filled 4290// fmt.Println(resp) 4291// } 4292// 4293// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobs 4294func (c *SageMaker) ListLabelingJobsRequest(input *ListLabelingJobsInput) (req *request.Request, output *ListLabelingJobsOutput) { 4295 op := &request.Operation{ 4296 Name: opListLabelingJobs, 4297 HTTPMethod: "POST", 4298 HTTPPath: "/", 4299 Paginator: &request.Paginator{ 4300 InputTokens: []string{"NextToken"}, 4301 OutputTokens: []string{"NextToken"}, 4302 LimitToken: "MaxResults", 4303 TruncationToken: "", 4304 }, 4305 } 4306 4307 if input == nil { 4308 input = &ListLabelingJobsInput{} 4309 } 4310 4311 output = &ListLabelingJobsOutput{} 4312 req = c.newRequest(op, input, output) 4313 return 4314} 4315 4316// ListLabelingJobs API operation for Amazon SageMaker Service. 4317// 4318// Gets a list of labeling jobs. 4319// 4320// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4321// with awserr.Error's Code and Message methods to get detailed information about 4322// the error. 4323// 4324// See the AWS API reference guide for Amazon SageMaker Service's 4325// API operation ListLabelingJobs for usage and error information. 4326// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobs 4327func (c *SageMaker) ListLabelingJobs(input *ListLabelingJobsInput) (*ListLabelingJobsOutput, error) { 4328 req, out := c.ListLabelingJobsRequest(input) 4329 return out, req.Send() 4330} 4331 4332// ListLabelingJobsWithContext is the same as ListLabelingJobs with the addition of 4333// the ability to pass a context and additional request options. 4334// 4335// See ListLabelingJobs for details on how to use this API operation. 4336// 4337// The context must be non-nil and will be used for request cancellation. If 4338// the context is nil a panic will occur. In the future the SDK may create 4339// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4340// for more information on using Contexts. 4341func (c *SageMaker) ListLabelingJobsWithContext(ctx aws.Context, input *ListLabelingJobsInput, opts ...request.Option) (*ListLabelingJobsOutput, error) { 4342 req, out := c.ListLabelingJobsRequest(input) 4343 req.SetContext(ctx) 4344 req.ApplyOptions(opts...) 4345 return out, req.Send() 4346} 4347 4348// ListLabelingJobsPages iterates over the pages of a ListLabelingJobs operation, 4349// calling the "fn" function with the response data for each page. To stop 4350// iterating, return false from the fn function. 4351// 4352// See ListLabelingJobs method for more information on how to use this operation. 4353// 4354// Note: This operation can generate multiple requests to a service. 4355// 4356// // Example iterating over at most 3 pages of a ListLabelingJobs operation. 4357// pageNum := 0 4358// err := client.ListLabelingJobsPages(params, 4359// func(page *sagemaker.ListLabelingJobsOutput, lastPage bool) bool { 4360// pageNum++ 4361// fmt.Println(page) 4362// return pageNum <= 3 4363// }) 4364// 4365func (c *SageMaker) ListLabelingJobsPages(input *ListLabelingJobsInput, fn func(*ListLabelingJobsOutput, bool) bool) error { 4366 return c.ListLabelingJobsPagesWithContext(aws.BackgroundContext(), input, fn) 4367} 4368 4369// ListLabelingJobsPagesWithContext same as ListLabelingJobsPages except 4370// it takes a Context and allows setting request options on the pages. 4371// 4372// The context must be non-nil and will be used for request cancellation. If 4373// the context is nil a panic will occur. In the future the SDK may create 4374// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4375// for more information on using Contexts. 4376func (c *SageMaker) ListLabelingJobsPagesWithContext(ctx aws.Context, input *ListLabelingJobsInput, fn func(*ListLabelingJobsOutput, bool) bool, opts ...request.Option) error { 4377 p := request.Pagination{ 4378 NewRequest: func() (*request.Request, error) { 4379 var inCpy *ListLabelingJobsInput 4380 if input != nil { 4381 tmp := *input 4382 inCpy = &tmp 4383 } 4384 req, _ := c.ListLabelingJobsRequest(inCpy) 4385 req.SetContext(ctx) 4386 req.ApplyOptions(opts...) 4387 return req, nil 4388 }, 4389 } 4390 4391 cont := true 4392 for p.Next() && cont { 4393 cont = fn(p.Page().(*ListLabelingJobsOutput), !p.HasNextPage()) 4394 } 4395 return p.Err() 4396} 4397 4398const opListLabelingJobsForWorkteam = "ListLabelingJobsForWorkteam" 4399 4400// ListLabelingJobsForWorkteamRequest generates a "aws/request.Request" representing the 4401// client's request for the ListLabelingJobsForWorkteam operation. The "output" return 4402// value will be populated with the request's response once the request completes 4403// successfully. 4404// 4405// Use "Send" method on the returned Request to send the API call to the service. 4406// the "output" return value is not valid until after Send returns without error. 4407// 4408// See ListLabelingJobsForWorkteam for more information on using the ListLabelingJobsForWorkteam 4409// API call, and error handling. 4410// 4411// This method is useful when you want to inject custom logic or configuration 4412// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4413// 4414// 4415// // Example sending a request using the ListLabelingJobsForWorkteamRequest method. 4416// req, resp := client.ListLabelingJobsForWorkteamRequest(params) 4417// 4418// err := req.Send() 4419// if err == nil { // resp is now filled 4420// fmt.Println(resp) 4421// } 4422// 4423// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobsForWorkteam 4424func (c *SageMaker) ListLabelingJobsForWorkteamRequest(input *ListLabelingJobsForWorkteamInput) (req *request.Request, output *ListLabelingJobsForWorkteamOutput) { 4425 op := &request.Operation{ 4426 Name: opListLabelingJobsForWorkteam, 4427 HTTPMethod: "POST", 4428 HTTPPath: "/", 4429 Paginator: &request.Paginator{ 4430 InputTokens: []string{"NextToken"}, 4431 OutputTokens: []string{"NextToken"}, 4432 LimitToken: "MaxResults", 4433 TruncationToken: "", 4434 }, 4435 } 4436 4437 if input == nil { 4438 input = &ListLabelingJobsForWorkteamInput{} 4439 } 4440 4441 output = &ListLabelingJobsForWorkteamOutput{} 4442 req = c.newRequest(op, input, output) 4443 return 4444} 4445 4446// ListLabelingJobsForWorkteam API operation for Amazon SageMaker Service. 4447// 4448// Gets a list of labeling jobs assigned to a specified work team. 4449// 4450// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4451// with awserr.Error's Code and Message methods to get detailed information about 4452// the error. 4453// 4454// See the AWS API reference guide for Amazon SageMaker Service's 4455// API operation ListLabelingJobsForWorkteam for usage and error information. 4456// 4457// Returned Error Codes: 4458// * ErrCodeResourceNotFound "ResourceNotFound" 4459// Resource being access is not found. 4460// 4461// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobsForWorkteam 4462func (c *SageMaker) ListLabelingJobsForWorkteam(input *ListLabelingJobsForWorkteamInput) (*ListLabelingJobsForWorkteamOutput, error) { 4463 req, out := c.ListLabelingJobsForWorkteamRequest(input) 4464 return out, req.Send() 4465} 4466 4467// ListLabelingJobsForWorkteamWithContext is the same as ListLabelingJobsForWorkteam with the addition of 4468// the ability to pass a context and additional request options. 4469// 4470// See ListLabelingJobsForWorkteam for details on how to use this API operation. 4471// 4472// The context must be non-nil and will be used for request cancellation. If 4473// the context is nil a panic will occur. In the future the SDK may create 4474// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4475// for more information on using Contexts. 4476func (c *SageMaker) ListLabelingJobsForWorkteamWithContext(ctx aws.Context, input *ListLabelingJobsForWorkteamInput, opts ...request.Option) (*ListLabelingJobsForWorkteamOutput, error) { 4477 req, out := c.ListLabelingJobsForWorkteamRequest(input) 4478 req.SetContext(ctx) 4479 req.ApplyOptions(opts...) 4480 return out, req.Send() 4481} 4482 4483// ListLabelingJobsForWorkteamPages iterates over the pages of a ListLabelingJobsForWorkteam operation, 4484// calling the "fn" function with the response data for each page. To stop 4485// iterating, return false from the fn function. 4486// 4487// See ListLabelingJobsForWorkteam method for more information on how to use this operation. 4488// 4489// Note: This operation can generate multiple requests to a service. 4490// 4491// // Example iterating over at most 3 pages of a ListLabelingJobsForWorkteam operation. 4492// pageNum := 0 4493// err := client.ListLabelingJobsForWorkteamPages(params, 4494// func(page *sagemaker.ListLabelingJobsForWorkteamOutput, lastPage bool) bool { 4495// pageNum++ 4496// fmt.Println(page) 4497// return pageNum <= 3 4498// }) 4499// 4500func (c *SageMaker) ListLabelingJobsForWorkteamPages(input *ListLabelingJobsForWorkteamInput, fn func(*ListLabelingJobsForWorkteamOutput, bool) bool) error { 4501 return c.ListLabelingJobsForWorkteamPagesWithContext(aws.BackgroundContext(), input, fn) 4502} 4503 4504// ListLabelingJobsForWorkteamPagesWithContext same as ListLabelingJobsForWorkteamPages except 4505// it takes a Context and allows setting request options on the pages. 4506// 4507// The context must be non-nil and will be used for request cancellation. If 4508// the context is nil a panic will occur. In the future the SDK may create 4509// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4510// for more information on using Contexts. 4511func (c *SageMaker) ListLabelingJobsForWorkteamPagesWithContext(ctx aws.Context, input *ListLabelingJobsForWorkteamInput, fn func(*ListLabelingJobsForWorkteamOutput, bool) bool, opts ...request.Option) error { 4512 p := request.Pagination{ 4513 NewRequest: func() (*request.Request, error) { 4514 var inCpy *ListLabelingJobsForWorkteamInput 4515 if input != nil { 4516 tmp := *input 4517 inCpy = &tmp 4518 } 4519 req, _ := c.ListLabelingJobsForWorkteamRequest(inCpy) 4520 req.SetContext(ctx) 4521 req.ApplyOptions(opts...) 4522 return req, nil 4523 }, 4524 } 4525 4526 cont := true 4527 for p.Next() && cont { 4528 cont = fn(p.Page().(*ListLabelingJobsForWorkteamOutput), !p.HasNextPage()) 4529 } 4530 return p.Err() 4531} 4532 4533const opListModelPackages = "ListModelPackages" 4534 4535// ListModelPackagesRequest generates a "aws/request.Request" representing the 4536// client's request for the ListModelPackages operation. The "output" return 4537// value will be populated with the request's response once the request completes 4538// successfully. 4539// 4540// Use "Send" method on the returned Request to send the API call to the service. 4541// the "output" return value is not valid until after Send returns without error. 4542// 4543// See ListModelPackages for more information on using the ListModelPackages 4544// API call, and error handling. 4545// 4546// This method is useful when you want to inject custom logic or configuration 4547// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4548// 4549// 4550// // Example sending a request using the ListModelPackagesRequest method. 4551// req, resp := client.ListModelPackagesRequest(params) 4552// 4553// err := req.Send() 4554// if err == nil { // resp is now filled 4555// fmt.Println(resp) 4556// } 4557// 4558// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModelPackages 4559func (c *SageMaker) ListModelPackagesRequest(input *ListModelPackagesInput) (req *request.Request, output *ListModelPackagesOutput) { 4560 op := &request.Operation{ 4561 Name: opListModelPackages, 4562 HTTPMethod: "POST", 4563 HTTPPath: "/", 4564 } 4565 4566 if input == nil { 4567 input = &ListModelPackagesInput{} 4568 } 4569 4570 output = &ListModelPackagesOutput{} 4571 req = c.newRequest(op, input, output) 4572 return 4573} 4574 4575// ListModelPackages API operation for Amazon SageMaker Service. 4576// 4577// Lists the model packages that have been created. 4578// 4579// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4580// with awserr.Error's Code and Message methods to get detailed information about 4581// the error. 4582// 4583// See the AWS API reference guide for Amazon SageMaker Service's 4584// API operation ListModelPackages for usage and error information. 4585// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModelPackages 4586func (c *SageMaker) ListModelPackages(input *ListModelPackagesInput) (*ListModelPackagesOutput, error) { 4587 req, out := c.ListModelPackagesRequest(input) 4588 return out, req.Send() 4589} 4590 4591// ListModelPackagesWithContext is the same as ListModelPackages with the addition of 4592// the ability to pass a context and additional request options. 4593// 4594// See ListModelPackages for details on how to use this API operation. 4595// 4596// The context must be non-nil and will be used for request cancellation. If 4597// the context is nil a panic will occur. In the future the SDK may create 4598// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4599// for more information on using Contexts. 4600func (c *SageMaker) ListModelPackagesWithContext(ctx aws.Context, input *ListModelPackagesInput, opts ...request.Option) (*ListModelPackagesOutput, error) { 4601 req, out := c.ListModelPackagesRequest(input) 4602 req.SetContext(ctx) 4603 req.ApplyOptions(opts...) 4604 return out, req.Send() 4605} 4606 4607const opListModels = "ListModels" 4608 4609// ListModelsRequest generates a "aws/request.Request" representing the 4610// client's request for the ListModels operation. The "output" return 4611// value will be populated with the request's response once the request completes 4612// successfully. 4613// 4614// Use "Send" method on the returned Request to send the API call to the service. 4615// the "output" return value is not valid until after Send returns without error. 4616// 4617// See ListModels for more information on using the ListModels 4618// API call, and error handling. 4619// 4620// This method is useful when you want to inject custom logic or configuration 4621// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4622// 4623// 4624// // Example sending a request using the ListModelsRequest method. 4625// req, resp := client.ListModelsRequest(params) 4626// 4627// err := req.Send() 4628// if err == nil { // resp is now filled 4629// fmt.Println(resp) 4630// } 4631// 4632// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels 4633func (c *SageMaker) ListModelsRequest(input *ListModelsInput) (req *request.Request, output *ListModelsOutput) { 4634 op := &request.Operation{ 4635 Name: opListModels, 4636 HTTPMethod: "POST", 4637 HTTPPath: "/", 4638 Paginator: &request.Paginator{ 4639 InputTokens: []string{"NextToken"}, 4640 OutputTokens: []string{"NextToken"}, 4641 LimitToken: "MaxResults", 4642 TruncationToken: "", 4643 }, 4644 } 4645 4646 if input == nil { 4647 input = &ListModelsInput{} 4648 } 4649 4650 output = &ListModelsOutput{} 4651 req = c.newRequest(op, input, output) 4652 return 4653} 4654 4655// ListModels API operation for Amazon SageMaker Service. 4656// 4657// Lists models created with the CreateModel (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html) 4658// API. 4659// 4660// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4661// with awserr.Error's Code and Message methods to get detailed information about 4662// the error. 4663// 4664// See the AWS API reference guide for Amazon SageMaker Service's 4665// API operation ListModels for usage and error information. 4666// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels 4667func (c *SageMaker) ListModels(input *ListModelsInput) (*ListModelsOutput, error) { 4668 req, out := c.ListModelsRequest(input) 4669 return out, req.Send() 4670} 4671 4672// ListModelsWithContext is the same as ListModels with the addition of 4673// the ability to pass a context and additional request options. 4674// 4675// See ListModels for details on how to use this API operation. 4676// 4677// The context must be non-nil and will be used for request cancellation. If 4678// the context is nil a panic will occur. In the future the SDK may create 4679// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4680// for more information on using Contexts. 4681func (c *SageMaker) ListModelsWithContext(ctx aws.Context, input *ListModelsInput, opts ...request.Option) (*ListModelsOutput, error) { 4682 req, out := c.ListModelsRequest(input) 4683 req.SetContext(ctx) 4684 req.ApplyOptions(opts...) 4685 return out, req.Send() 4686} 4687 4688// ListModelsPages iterates over the pages of a ListModels operation, 4689// calling the "fn" function with the response data for each page. To stop 4690// iterating, return false from the fn function. 4691// 4692// See ListModels method for more information on how to use this operation. 4693// 4694// Note: This operation can generate multiple requests to a service. 4695// 4696// // Example iterating over at most 3 pages of a ListModels operation. 4697// pageNum := 0 4698// err := client.ListModelsPages(params, 4699// func(page *sagemaker.ListModelsOutput, lastPage bool) bool { 4700// pageNum++ 4701// fmt.Println(page) 4702// return pageNum <= 3 4703// }) 4704// 4705func (c *SageMaker) ListModelsPages(input *ListModelsInput, fn func(*ListModelsOutput, bool) bool) error { 4706 return c.ListModelsPagesWithContext(aws.BackgroundContext(), input, fn) 4707} 4708 4709// ListModelsPagesWithContext same as ListModelsPages except 4710// it takes a Context and allows setting request options on the pages. 4711// 4712// The context must be non-nil and will be used for request cancellation. If 4713// the context is nil a panic will occur. In the future the SDK may create 4714// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4715// for more information on using Contexts. 4716func (c *SageMaker) ListModelsPagesWithContext(ctx aws.Context, input *ListModelsInput, fn func(*ListModelsOutput, bool) bool, opts ...request.Option) error { 4717 p := request.Pagination{ 4718 NewRequest: func() (*request.Request, error) { 4719 var inCpy *ListModelsInput 4720 if input != nil { 4721 tmp := *input 4722 inCpy = &tmp 4723 } 4724 req, _ := c.ListModelsRequest(inCpy) 4725 req.SetContext(ctx) 4726 req.ApplyOptions(opts...) 4727 return req, nil 4728 }, 4729 } 4730 4731 cont := true 4732 for p.Next() && cont { 4733 cont = fn(p.Page().(*ListModelsOutput), !p.HasNextPage()) 4734 } 4735 return p.Err() 4736} 4737 4738const opListNotebookInstanceLifecycleConfigs = "ListNotebookInstanceLifecycleConfigs" 4739 4740// ListNotebookInstanceLifecycleConfigsRequest generates a "aws/request.Request" representing the 4741// client's request for the ListNotebookInstanceLifecycleConfigs operation. The "output" return 4742// value will be populated with the request's response once the request completes 4743// successfully. 4744// 4745// Use "Send" method on the returned Request to send the API call to the service. 4746// the "output" return value is not valid until after Send returns without error. 4747// 4748// See ListNotebookInstanceLifecycleConfigs for more information on using the ListNotebookInstanceLifecycleConfigs 4749// API call, and error handling. 4750// 4751// This method is useful when you want to inject custom logic or configuration 4752// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4753// 4754// 4755// // Example sending a request using the ListNotebookInstanceLifecycleConfigsRequest method. 4756// req, resp := client.ListNotebookInstanceLifecycleConfigsRequest(params) 4757// 4758// err := req.Send() 4759// if err == nil { // resp is now filled 4760// fmt.Println(resp) 4761// } 4762// 4763// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstanceLifecycleConfigs 4764func (c *SageMaker) ListNotebookInstanceLifecycleConfigsRequest(input *ListNotebookInstanceLifecycleConfigsInput) (req *request.Request, output *ListNotebookInstanceLifecycleConfigsOutput) { 4765 op := &request.Operation{ 4766 Name: opListNotebookInstanceLifecycleConfigs, 4767 HTTPMethod: "POST", 4768 HTTPPath: "/", 4769 Paginator: &request.Paginator{ 4770 InputTokens: []string{"NextToken"}, 4771 OutputTokens: []string{"NextToken"}, 4772 LimitToken: "MaxResults", 4773 TruncationToken: "", 4774 }, 4775 } 4776 4777 if input == nil { 4778 input = &ListNotebookInstanceLifecycleConfigsInput{} 4779 } 4780 4781 output = &ListNotebookInstanceLifecycleConfigsOutput{} 4782 req = c.newRequest(op, input, output) 4783 return 4784} 4785 4786// ListNotebookInstanceLifecycleConfigs API operation for Amazon SageMaker Service. 4787// 4788// Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig 4789// API. 4790// 4791// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4792// with awserr.Error's Code and Message methods to get detailed information about 4793// the error. 4794// 4795// See the AWS API reference guide for Amazon SageMaker Service's 4796// API operation ListNotebookInstanceLifecycleConfigs for usage and error information. 4797// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstanceLifecycleConfigs 4798func (c *SageMaker) ListNotebookInstanceLifecycleConfigs(input *ListNotebookInstanceLifecycleConfigsInput) (*ListNotebookInstanceLifecycleConfigsOutput, error) { 4799 req, out := c.ListNotebookInstanceLifecycleConfigsRequest(input) 4800 return out, req.Send() 4801} 4802 4803// ListNotebookInstanceLifecycleConfigsWithContext is the same as ListNotebookInstanceLifecycleConfigs with the addition of 4804// the ability to pass a context and additional request options. 4805// 4806// See ListNotebookInstanceLifecycleConfigs for details on how to use this API operation. 4807// 4808// The context must be non-nil and will be used for request cancellation. If 4809// the context is nil a panic will occur. In the future the SDK may create 4810// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4811// for more information on using Contexts. 4812func (c *SageMaker) ListNotebookInstanceLifecycleConfigsWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, opts ...request.Option) (*ListNotebookInstanceLifecycleConfigsOutput, error) { 4813 req, out := c.ListNotebookInstanceLifecycleConfigsRequest(input) 4814 req.SetContext(ctx) 4815 req.ApplyOptions(opts...) 4816 return out, req.Send() 4817} 4818 4819// ListNotebookInstanceLifecycleConfigsPages iterates over the pages of a ListNotebookInstanceLifecycleConfigs operation, 4820// calling the "fn" function with the response data for each page. To stop 4821// iterating, return false from the fn function. 4822// 4823// See ListNotebookInstanceLifecycleConfigs method for more information on how to use this operation. 4824// 4825// Note: This operation can generate multiple requests to a service. 4826// 4827// // Example iterating over at most 3 pages of a ListNotebookInstanceLifecycleConfigs operation. 4828// pageNum := 0 4829// err := client.ListNotebookInstanceLifecycleConfigsPages(params, 4830// func(page *sagemaker.ListNotebookInstanceLifecycleConfigsOutput, lastPage bool) bool { 4831// pageNum++ 4832// fmt.Println(page) 4833// return pageNum <= 3 4834// }) 4835// 4836func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPages(input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool) error { 4837 return c.ListNotebookInstanceLifecycleConfigsPagesWithContext(aws.BackgroundContext(), input, fn) 4838} 4839 4840// ListNotebookInstanceLifecycleConfigsPagesWithContext same as ListNotebookInstanceLifecycleConfigsPages except 4841// it takes a Context and allows setting request options on the pages. 4842// 4843// The context must be non-nil and will be used for request cancellation. If 4844// the context is nil a panic will occur. In the future the SDK may create 4845// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4846// for more information on using Contexts. 4847func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPagesWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool, opts ...request.Option) error { 4848 p := request.Pagination{ 4849 NewRequest: func() (*request.Request, error) { 4850 var inCpy *ListNotebookInstanceLifecycleConfigsInput 4851 if input != nil { 4852 tmp := *input 4853 inCpy = &tmp 4854 } 4855 req, _ := c.ListNotebookInstanceLifecycleConfigsRequest(inCpy) 4856 req.SetContext(ctx) 4857 req.ApplyOptions(opts...) 4858 return req, nil 4859 }, 4860 } 4861 4862 cont := true 4863 for p.Next() && cont { 4864 cont = fn(p.Page().(*ListNotebookInstanceLifecycleConfigsOutput), !p.HasNextPage()) 4865 } 4866 return p.Err() 4867} 4868 4869const opListNotebookInstances = "ListNotebookInstances" 4870 4871// ListNotebookInstancesRequest generates a "aws/request.Request" representing the 4872// client's request for the ListNotebookInstances operation. The "output" return 4873// value will be populated with the request's response once the request completes 4874// successfully. 4875// 4876// Use "Send" method on the returned Request to send the API call to the service. 4877// the "output" return value is not valid until after Send returns without error. 4878// 4879// See ListNotebookInstances for more information on using the ListNotebookInstances 4880// API call, and error handling. 4881// 4882// This method is useful when you want to inject custom logic or configuration 4883// into the SDK's request lifecycle. Such as custom headers, or retry logic. 4884// 4885// 4886// // Example sending a request using the ListNotebookInstancesRequest method. 4887// req, resp := client.ListNotebookInstancesRequest(params) 4888// 4889// err := req.Send() 4890// if err == nil { // resp is now filled 4891// fmt.Println(resp) 4892// } 4893// 4894// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances 4895func (c *SageMaker) ListNotebookInstancesRequest(input *ListNotebookInstancesInput) (req *request.Request, output *ListNotebookInstancesOutput) { 4896 op := &request.Operation{ 4897 Name: opListNotebookInstances, 4898 HTTPMethod: "POST", 4899 HTTPPath: "/", 4900 Paginator: &request.Paginator{ 4901 InputTokens: []string{"NextToken"}, 4902 OutputTokens: []string{"NextToken"}, 4903 LimitToken: "MaxResults", 4904 TruncationToken: "", 4905 }, 4906 } 4907 4908 if input == nil { 4909 input = &ListNotebookInstancesInput{} 4910 } 4911 4912 output = &ListNotebookInstancesOutput{} 4913 req = c.newRequest(op, input, output) 4914 return 4915} 4916 4917// ListNotebookInstances API operation for Amazon SageMaker Service. 4918// 4919// Returns a list of the Amazon SageMaker notebook instances in the requester's 4920// account in an AWS Region. 4921// 4922// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 4923// with awserr.Error's Code and Message methods to get detailed information about 4924// the error. 4925// 4926// See the AWS API reference guide for Amazon SageMaker Service's 4927// API operation ListNotebookInstances for usage and error information. 4928// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances 4929func (c *SageMaker) ListNotebookInstances(input *ListNotebookInstancesInput) (*ListNotebookInstancesOutput, error) { 4930 req, out := c.ListNotebookInstancesRequest(input) 4931 return out, req.Send() 4932} 4933 4934// ListNotebookInstancesWithContext is the same as ListNotebookInstances with the addition of 4935// the ability to pass a context and additional request options. 4936// 4937// See ListNotebookInstances for details on how to use this API operation. 4938// 4939// The context must be non-nil and will be used for request cancellation. If 4940// the context is nil a panic will occur. In the future the SDK may create 4941// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4942// for more information on using Contexts. 4943func (c *SageMaker) ListNotebookInstancesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, opts ...request.Option) (*ListNotebookInstancesOutput, error) { 4944 req, out := c.ListNotebookInstancesRequest(input) 4945 req.SetContext(ctx) 4946 req.ApplyOptions(opts...) 4947 return out, req.Send() 4948} 4949 4950// ListNotebookInstancesPages iterates over the pages of a ListNotebookInstances operation, 4951// calling the "fn" function with the response data for each page. To stop 4952// iterating, return false from the fn function. 4953// 4954// See ListNotebookInstances method for more information on how to use this operation. 4955// 4956// Note: This operation can generate multiple requests to a service. 4957// 4958// // Example iterating over at most 3 pages of a ListNotebookInstances operation. 4959// pageNum := 0 4960// err := client.ListNotebookInstancesPages(params, 4961// func(page *sagemaker.ListNotebookInstancesOutput, lastPage bool) bool { 4962// pageNum++ 4963// fmt.Println(page) 4964// return pageNum <= 3 4965// }) 4966// 4967func (c *SageMaker) ListNotebookInstancesPages(input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool) error { 4968 return c.ListNotebookInstancesPagesWithContext(aws.BackgroundContext(), input, fn) 4969} 4970 4971// ListNotebookInstancesPagesWithContext same as ListNotebookInstancesPages except 4972// it takes a Context and allows setting request options on the pages. 4973// 4974// The context must be non-nil and will be used for request cancellation. If 4975// the context is nil a panic will occur. In the future the SDK may create 4976// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 4977// for more information on using Contexts. 4978func (c *SageMaker) ListNotebookInstancesPagesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool, opts ...request.Option) error { 4979 p := request.Pagination{ 4980 NewRequest: func() (*request.Request, error) { 4981 var inCpy *ListNotebookInstancesInput 4982 if input != nil { 4983 tmp := *input 4984 inCpy = &tmp 4985 } 4986 req, _ := c.ListNotebookInstancesRequest(inCpy) 4987 req.SetContext(ctx) 4988 req.ApplyOptions(opts...) 4989 return req, nil 4990 }, 4991 } 4992 4993 cont := true 4994 for p.Next() && cont { 4995 cont = fn(p.Page().(*ListNotebookInstancesOutput), !p.HasNextPage()) 4996 } 4997 return p.Err() 4998} 4999 5000const opListSubscribedWorkteams = "ListSubscribedWorkteams" 5001 5002// ListSubscribedWorkteamsRequest generates a "aws/request.Request" representing the 5003// client's request for the ListSubscribedWorkteams operation. The "output" return 5004// value will be populated with the request's response once the request completes 5005// successfully. 5006// 5007// Use "Send" method on the returned Request to send the API call to the service. 5008// the "output" return value is not valid until after Send returns without error. 5009// 5010// See ListSubscribedWorkteams for more information on using the ListSubscribedWorkteams 5011// API call, and error handling. 5012// 5013// This method is useful when you want to inject custom logic or configuration 5014// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5015// 5016// 5017// // Example sending a request using the ListSubscribedWorkteamsRequest method. 5018// req, resp := client.ListSubscribedWorkteamsRequest(params) 5019// 5020// err := req.Send() 5021// if err == nil { // resp is now filled 5022// fmt.Println(resp) 5023// } 5024// 5025// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListSubscribedWorkteams 5026func (c *SageMaker) ListSubscribedWorkteamsRequest(input *ListSubscribedWorkteamsInput) (req *request.Request, output *ListSubscribedWorkteamsOutput) { 5027 op := &request.Operation{ 5028 Name: opListSubscribedWorkteams, 5029 HTTPMethod: "POST", 5030 HTTPPath: "/", 5031 Paginator: &request.Paginator{ 5032 InputTokens: []string{"NextToken"}, 5033 OutputTokens: []string{"NextToken"}, 5034 LimitToken: "MaxResults", 5035 TruncationToken: "", 5036 }, 5037 } 5038 5039 if input == nil { 5040 input = &ListSubscribedWorkteamsInput{} 5041 } 5042 5043 output = &ListSubscribedWorkteamsOutput{} 5044 req = c.newRequest(op, input, output) 5045 return 5046} 5047 5048// ListSubscribedWorkteams API operation for Amazon SageMaker Service. 5049// 5050// Gets a list of the work teams that you are subscribed to in the AWS Marketplace. 5051// The list may be empty if no work team satisfies the filter specified in the 5052// NameContains parameter. 5053// 5054// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5055// with awserr.Error's Code and Message methods to get detailed information about 5056// the error. 5057// 5058// See the AWS API reference guide for Amazon SageMaker Service's 5059// API operation ListSubscribedWorkteams for usage and error information. 5060// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListSubscribedWorkteams 5061func (c *SageMaker) ListSubscribedWorkteams(input *ListSubscribedWorkteamsInput) (*ListSubscribedWorkteamsOutput, error) { 5062 req, out := c.ListSubscribedWorkteamsRequest(input) 5063 return out, req.Send() 5064} 5065 5066// ListSubscribedWorkteamsWithContext is the same as ListSubscribedWorkteams with the addition of 5067// the ability to pass a context and additional request options. 5068// 5069// See ListSubscribedWorkteams for details on how to use this API operation. 5070// 5071// The context must be non-nil and will be used for request cancellation. If 5072// the context is nil a panic will occur. In the future the SDK may create 5073// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5074// for more information on using Contexts. 5075func (c *SageMaker) ListSubscribedWorkteamsWithContext(ctx aws.Context, input *ListSubscribedWorkteamsInput, opts ...request.Option) (*ListSubscribedWorkteamsOutput, error) { 5076 req, out := c.ListSubscribedWorkteamsRequest(input) 5077 req.SetContext(ctx) 5078 req.ApplyOptions(opts...) 5079 return out, req.Send() 5080} 5081 5082// ListSubscribedWorkteamsPages iterates over the pages of a ListSubscribedWorkteams operation, 5083// calling the "fn" function with the response data for each page. To stop 5084// iterating, return false from the fn function. 5085// 5086// See ListSubscribedWorkteams method for more information on how to use this operation. 5087// 5088// Note: This operation can generate multiple requests to a service. 5089// 5090// // Example iterating over at most 3 pages of a ListSubscribedWorkteams operation. 5091// pageNum := 0 5092// err := client.ListSubscribedWorkteamsPages(params, 5093// func(page *sagemaker.ListSubscribedWorkteamsOutput, lastPage bool) bool { 5094// pageNum++ 5095// fmt.Println(page) 5096// return pageNum <= 3 5097// }) 5098// 5099func (c *SageMaker) ListSubscribedWorkteamsPages(input *ListSubscribedWorkteamsInput, fn func(*ListSubscribedWorkteamsOutput, bool) bool) error { 5100 return c.ListSubscribedWorkteamsPagesWithContext(aws.BackgroundContext(), input, fn) 5101} 5102 5103// ListSubscribedWorkteamsPagesWithContext same as ListSubscribedWorkteamsPages except 5104// it takes a Context and allows setting request options on the pages. 5105// 5106// The context must be non-nil and will be used for request cancellation. If 5107// the context is nil a panic will occur. In the future the SDK may create 5108// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5109// for more information on using Contexts. 5110func (c *SageMaker) ListSubscribedWorkteamsPagesWithContext(ctx aws.Context, input *ListSubscribedWorkteamsInput, fn func(*ListSubscribedWorkteamsOutput, bool) bool, opts ...request.Option) error { 5111 p := request.Pagination{ 5112 NewRequest: func() (*request.Request, error) { 5113 var inCpy *ListSubscribedWorkteamsInput 5114 if input != nil { 5115 tmp := *input 5116 inCpy = &tmp 5117 } 5118 req, _ := c.ListSubscribedWorkteamsRequest(inCpy) 5119 req.SetContext(ctx) 5120 req.ApplyOptions(opts...) 5121 return req, nil 5122 }, 5123 } 5124 5125 cont := true 5126 for p.Next() && cont { 5127 cont = fn(p.Page().(*ListSubscribedWorkteamsOutput), !p.HasNextPage()) 5128 } 5129 return p.Err() 5130} 5131 5132const opListTags = "ListTags" 5133 5134// ListTagsRequest generates a "aws/request.Request" representing the 5135// client's request for the ListTags operation. The "output" return 5136// value will be populated with the request's response once the request completes 5137// successfully. 5138// 5139// Use "Send" method on the returned Request to send the API call to the service. 5140// the "output" return value is not valid until after Send returns without error. 5141// 5142// See ListTags for more information on using the ListTags 5143// API call, and error handling. 5144// 5145// This method is useful when you want to inject custom logic or configuration 5146// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5147// 5148// 5149// // Example sending a request using the ListTagsRequest method. 5150// req, resp := client.ListTagsRequest(params) 5151// 5152// err := req.Send() 5153// if err == nil { // resp is now filled 5154// fmt.Println(resp) 5155// } 5156// 5157// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags 5158func (c *SageMaker) ListTagsRequest(input *ListTagsInput) (req *request.Request, output *ListTagsOutput) { 5159 op := &request.Operation{ 5160 Name: opListTags, 5161 HTTPMethod: "POST", 5162 HTTPPath: "/", 5163 Paginator: &request.Paginator{ 5164 InputTokens: []string{"NextToken"}, 5165 OutputTokens: []string{"NextToken"}, 5166 LimitToken: "MaxResults", 5167 TruncationToken: "", 5168 }, 5169 } 5170 5171 if input == nil { 5172 input = &ListTagsInput{} 5173 } 5174 5175 output = &ListTagsOutput{} 5176 req = c.newRequest(op, input, output) 5177 return 5178} 5179 5180// ListTags API operation for Amazon SageMaker Service. 5181// 5182// Returns the tags for the specified Amazon SageMaker resource. 5183// 5184// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5185// with awserr.Error's Code and Message methods to get detailed information about 5186// the error. 5187// 5188// See the AWS API reference guide for Amazon SageMaker Service's 5189// API operation ListTags for usage and error information. 5190// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags 5191func (c *SageMaker) ListTags(input *ListTagsInput) (*ListTagsOutput, error) { 5192 req, out := c.ListTagsRequest(input) 5193 return out, req.Send() 5194} 5195 5196// ListTagsWithContext is the same as ListTags with the addition of 5197// the ability to pass a context and additional request options. 5198// 5199// See ListTags for details on how to use this API operation. 5200// 5201// The context must be non-nil and will be used for request cancellation. If 5202// the context is nil a panic will occur. In the future the SDK may create 5203// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5204// for more information on using Contexts. 5205func (c *SageMaker) ListTagsWithContext(ctx aws.Context, input *ListTagsInput, opts ...request.Option) (*ListTagsOutput, error) { 5206 req, out := c.ListTagsRequest(input) 5207 req.SetContext(ctx) 5208 req.ApplyOptions(opts...) 5209 return out, req.Send() 5210} 5211 5212// ListTagsPages iterates over the pages of a ListTags operation, 5213// calling the "fn" function with the response data for each page. To stop 5214// iterating, return false from the fn function. 5215// 5216// See ListTags method for more information on how to use this operation. 5217// 5218// Note: This operation can generate multiple requests to a service. 5219// 5220// // Example iterating over at most 3 pages of a ListTags operation. 5221// pageNum := 0 5222// err := client.ListTagsPages(params, 5223// func(page *sagemaker.ListTagsOutput, lastPage bool) bool { 5224// pageNum++ 5225// fmt.Println(page) 5226// return pageNum <= 3 5227// }) 5228// 5229func (c *SageMaker) ListTagsPages(input *ListTagsInput, fn func(*ListTagsOutput, bool) bool) error { 5230 return c.ListTagsPagesWithContext(aws.BackgroundContext(), input, fn) 5231} 5232 5233// ListTagsPagesWithContext same as ListTagsPages except 5234// it takes a Context and allows setting request options on the pages. 5235// 5236// The context must be non-nil and will be used for request cancellation. If 5237// the context is nil a panic will occur. In the future the SDK may create 5238// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5239// for more information on using Contexts. 5240func (c *SageMaker) ListTagsPagesWithContext(ctx aws.Context, input *ListTagsInput, fn func(*ListTagsOutput, bool) bool, opts ...request.Option) error { 5241 p := request.Pagination{ 5242 NewRequest: func() (*request.Request, error) { 5243 var inCpy *ListTagsInput 5244 if input != nil { 5245 tmp := *input 5246 inCpy = &tmp 5247 } 5248 req, _ := c.ListTagsRequest(inCpy) 5249 req.SetContext(ctx) 5250 req.ApplyOptions(opts...) 5251 return req, nil 5252 }, 5253 } 5254 5255 cont := true 5256 for p.Next() && cont { 5257 cont = fn(p.Page().(*ListTagsOutput), !p.HasNextPage()) 5258 } 5259 return p.Err() 5260} 5261 5262const opListTrainingJobs = "ListTrainingJobs" 5263 5264// ListTrainingJobsRequest generates a "aws/request.Request" representing the 5265// client's request for the ListTrainingJobs operation. The "output" return 5266// value will be populated with the request's response once the request completes 5267// successfully. 5268// 5269// Use "Send" method on the returned Request to send the API call to the service. 5270// the "output" return value is not valid until after Send returns without error. 5271// 5272// See ListTrainingJobs for more information on using the ListTrainingJobs 5273// API call, and error handling. 5274// 5275// This method is useful when you want to inject custom logic or configuration 5276// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5277// 5278// 5279// // Example sending a request using the ListTrainingJobsRequest method. 5280// req, resp := client.ListTrainingJobsRequest(params) 5281// 5282// err := req.Send() 5283// if err == nil { // resp is now filled 5284// fmt.Println(resp) 5285// } 5286// 5287// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobs 5288func (c *SageMaker) ListTrainingJobsRequest(input *ListTrainingJobsInput) (req *request.Request, output *ListTrainingJobsOutput) { 5289 op := &request.Operation{ 5290 Name: opListTrainingJobs, 5291 HTTPMethod: "POST", 5292 HTTPPath: "/", 5293 Paginator: &request.Paginator{ 5294 InputTokens: []string{"NextToken"}, 5295 OutputTokens: []string{"NextToken"}, 5296 LimitToken: "MaxResults", 5297 TruncationToken: "", 5298 }, 5299 } 5300 5301 if input == nil { 5302 input = &ListTrainingJobsInput{} 5303 } 5304 5305 output = &ListTrainingJobsOutput{} 5306 req = c.newRequest(op, input, output) 5307 return 5308} 5309 5310// ListTrainingJobs API operation for Amazon SageMaker Service. 5311// 5312// Lists training jobs. 5313// 5314// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5315// with awserr.Error's Code and Message methods to get detailed information about 5316// the error. 5317// 5318// See the AWS API reference guide for Amazon SageMaker Service's 5319// API operation ListTrainingJobs for usage and error information. 5320// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobs 5321func (c *SageMaker) ListTrainingJobs(input *ListTrainingJobsInput) (*ListTrainingJobsOutput, error) { 5322 req, out := c.ListTrainingJobsRequest(input) 5323 return out, req.Send() 5324} 5325 5326// ListTrainingJobsWithContext is the same as ListTrainingJobs with the addition of 5327// the ability to pass a context and additional request options. 5328// 5329// See ListTrainingJobs for details on how to use this API operation. 5330// 5331// The context must be non-nil and will be used for request cancellation. If 5332// the context is nil a panic will occur. In the future the SDK may create 5333// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5334// for more information on using Contexts. 5335func (c *SageMaker) ListTrainingJobsWithContext(ctx aws.Context, input *ListTrainingJobsInput, opts ...request.Option) (*ListTrainingJobsOutput, error) { 5336 req, out := c.ListTrainingJobsRequest(input) 5337 req.SetContext(ctx) 5338 req.ApplyOptions(opts...) 5339 return out, req.Send() 5340} 5341 5342// ListTrainingJobsPages iterates over the pages of a ListTrainingJobs operation, 5343// calling the "fn" function with the response data for each page. To stop 5344// iterating, return false from the fn function. 5345// 5346// See ListTrainingJobs method for more information on how to use this operation. 5347// 5348// Note: This operation can generate multiple requests to a service. 5349// 5350// // Example iterating over at most 3 pages of a ListTrainingJobs operation. 5351// pageNum := 0 5352// err := client.ListTrainingJobsPages(params, 5353// func(page *sagemaker.ListTrainingJobsOutput, lastPage bool) bool { 5354// pageNum++ 5355// fmt.Println(page) 5356// return pageNum <= 3 5357// }) 5358// 5359func (c *SageMaker) ListTrainingJobsPages(input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool) error { 5360 return c.ListTrainingJobsPagesWithContext(aws.BackgroundContext(), input, fn) 5361} 5362 5363// ListTrainingJobsPagesWithContext same as ListTrainingJobsPages except 5364// it takes a Context and allows setting request options on the pages. 5365// 5366// The context must be non-nil and will be used for request cancellation. If 5367// the context is nil a panic will occur. In the future the SDK may create 5368// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5369// for more information on using Contexts. 5370func (c *SageMaker) ListTrainingJobsPagesWithContext(ctx aws.Context, input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool, opts ...request.Option) error { 5371 p := request.Pagination{ 5372 NewRequest: func() (*request.Request, error) { 5373 var inCpy *ListTrainingJobsInput 5374 if input != nil { 5375 tmp := *input 5376 inCpy = &tmp 5377 } 5378 req, _ := c.ListTrainingJobsRequest(inCpy) 5379 req.SetContext(ctx) 5380 req.ApplyOptions(opts...) 5381 return req, nil 5382 }, 5383 } 5384 5385 cont := true 5386 for p.Next() && cont { 5387 cont = fn(p.Page().(*ListTrainingJobsOutput), !p.HasNextPage()) 5388 } 5389 return p.Err() 5390} 5391 5392const opListTrainingJobsForHyperParameterTuningJob = "ListTrainingJobsForHyperParameterTuningJob" 5393 5394// ListTrainingJobsForHyperParameterTuningJobRequest generates a "aws/request.Request" representing the 5395// client's request for the ListTrainingJobsForHyperParameterTuningJob operation. The "output" return 5396// value will be populated with the request's response once the request completes 5397// successfully. 5398// 5399// Use "Send" method on the returned Request to send the API call to the service. 5400// the "output" return value is not valid until after Send returns without error. 5401// 5402// See ListTrainingJobsForHyperParameterTuningJob for more information on using the ListTrainingJobsForHyperParameterTuningJob 5403// API call, and error handling. 5404// 5405// This method is useful when you want to inject custom logic or configuration 5406// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5407// 5408// 5409// // Example sending a request using the ListTrainingJobsForHyperParameterTuningJobRequest method. 5410// req, resp := client.ListTrainingJobsForHyperParameterTuningJobRequest(params) 5411// 5412// err := req.Send() 5413// if err == nil { // resp is now filled 5414// fmt.Println(resp) 5415// } 5416// 5417// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob 5418func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobRequest(input *ListTrainingJobsForHyperParameterTuningJobInput) (req *request.Request, output *ListTrainingJobsForHyperParameterTuningJobOutput) { 5419 op := &request.Operation{ 5420 Name: opListTrainingJobsForHyperParameterTuningJob, 5421 HTTPMethod: "POST", 5422 HTTPPath: "/", 5423 Paginator: &request.Paginator{ 5424 InputTokens: []string{"NextToken"}, 5425 OutputTokens: []string{"NextToken"}, 5426 LimitToken: "MaxResults", 5427 TruncationToken: "", 5428 }, 5429 } 5430 5431 if input == nil { 5432 input = &ListTrainingJobsForHyperParameterTuningJobInput{} 5433 } 5434 5435 output = &ListTrainingJobsForHyperParameterTuningJobOutput{} 5436 req = c.newRequest(op, input, output) 5437 return 5438} 5439 5440// ListTrainingJobsForHyperParameterTuningJob API operation for Amazon SageMaker Service. 5441// 5442// Gets a list of TrainingJobSummary objects that describe the training jobs 5443// that a hyperparameter tuning job launched. 5444// 5445// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5446// with awserr.Error's Code and Message methods to get detailed information about 5447// the error. 5448// 5449// See the AWS API reference guide for Amazon SageMaker Service's 5450// API operation ListTrainingJobsForHyperParameterTuningJob for usage and error information. 5451// 5452// Returned Error Codes: 5453// * ErrCodeResourceNotFound "ResourceNotFound" 5454// Resource being access is not found. 5455// 5456// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob 5457func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJob(input *ListTrainingJobsForHyperParameterTuningJobInput) (*ListTrainingJobsForHyperParameterTuningJobOutput, error) { 5458 req, out := c.ListTrainingJobsForHyperParameterTuningJobRequest(input) 5459 return out, req.Send() 5460} 5461 5462// ListTrainingJobsForHyperParameterTuningJobWithContext is the same as ListTrainingJobsForHyperParameterTuningJob with the addition of 5463// the ability to pass a context and additional request options. 5464// 5465// See ListTrainingJobsForHyperParameterTuningJob for details on how to use this API operation. 5466// 5467// The context must be non-nil and will be used for request cancellation. If 5468// the context is nil a panic will occur. In the future the SDK may create 5469// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5470// for more information on using Contexts. 5471func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, opts ...request.Option) (*ListTrainingJobsForHyperParameterTuningJobOutput, error) { 5472 req, out := c.ListTrainingJobsForHyperParameterTuningJobRequest(input) 5473 req.SetContext(ctx) 5474 req.ApplyOptions(opts...) 5475 return out, req.Send() 5476} 5477 5478// ListTrainingJobsForHyperParameterTuningJobPages iterates over the pages of a ListTrainingJobsForHyperParameterTuningJob operation, 5479// calling the "fn" function with the response data for each page. To stop 5480// iterating, return false from the fn function. 5481// 5482// See ListTrainingJobsForHyperParameterTuningJob method for more information on how to use this operation. 5483// 5484// Note: This operation can generate multiple requests to a service. 5485// 5486// // Example iterating over at most 3 pages of a ListTrainingJobsForHyperParameterTuningJob operation. 5487// pageNum := 0 5488// err := client.ListTrainingJobsForHyperParameterTuningJobPages(params, 5489// func(page *sagemaker.ListTrainingJobsForHyperParameterTuningJobOutput, lastPage bool) bool { 5490// pageNum++ 5491// fmt.Println(page) 5492// return pageNum <= 3 5493// }) 5494// 5495func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPages(input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool) error { 5496 return c.ListTrainingJobsForHyperParameterTuningJobPagesWithContext(aws.BackgroundContext(), input, fn) 5497} 5498 5499// ListTrainingJobsForHyperParameterTuningJobPagesWithContext same as ListTrainingJobsForHyperParameterTuningJobPages except 5500// it takes a Context and allows setting request options on the pages. 5501// 5502// The context must be non-nil and will be used for request cancellation. If 5503// the context is nil a panic will occur. In the future the SDK may create 5504// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5505// for more information on using Contexts. 5506func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPagesWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool, opts ...request.Option) error { 5507 p := request.Pagination{ 5508 NewRequest: func() (*request.Request, error) { 5509 var inCpy *ListTrainingJobsForHyperParameterTuningJobInput 5510 if input != nil { 5511 tmp := *input 5512 inCpy = &tmp 5513 } 5514 req, _ := c.ListTrainingJobsForHyperParameterTuningJobRequest(inCpy) 5515 req.SetContext(ctx) 5516 req.ApplyOptions(opts...) 5517 return req, nil 5518 }, 5519 } 5520 5521 cont := true 5522 for p.Next() && cont { 5523 cont = fn(p.Page().(*ListTrainingJobsForHyperParameterTuningJobOutput), !p.HasNextPage()) 5524 } 5525 return p.Err() 5526} 5527 5528const opListTransformJobs = "ListTransformJobs" 5529 5530// ListTransformJobsRequest generates a "aws/request.Request" representing the 5531// client's request for the ListTransformJobs operation. The "output" return 5532// value will be populated with the request's response once the request completes 5533// successfully. 5534// 5535// Use "Send" method on the returned Request to send the API call to the service. 5536// the "output" return value is not valid until after Send returns without error. 5537// 5538// See ListTransformJobs for more information on using the ListTransformJobs 5539// API call, and error handling. 5540// 5541// This method is useful when you want to inject custom logic or configuration 5542// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5543// 5544// 5545// // Example sending a request using the ListTransformJobsRequest method. 5546// req, resp := client.ListTransformJobsRequest(params) 5547// 5548// err := req.Send() 5549// if err == nil { // resp is now filled 5550// fmt.Println(resp) 5551// } 5552// 5553// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTransformJobs 5554func (c *SageMaker) ListTransformJobsRequest(input *ListTransformJobsInput) (req *request.Request, output *ListTransformJobsOutput) { 5555 op := &request.Operation{ 5556 Name: opListTransformJobs, 5557 HTTPMethod: "POST", 5558 HTTPPath: "/", 5559 Paginator: &request.Paginator{ 5560 InputTokens: []string{"NextToken"}, 5561 OutputTokens: []string{"NextToken"}, 5562 LimitToken: "MaxResults", 5563 TruncationToken: "", 5564 }, 5565 } 5566 5567 if input == nil { 5568 input = &ListTransformJobsInput{} 5569 } 5570 5571 output = &ListTransformJobsOutput{} 5572 req = c.newRequest(op, input, output) 5573 return 5574} 5575 5576// ListTransformJobs API operation for Amazon SageMaker Service. 5577// 5578// Lists transform jobs. 5579// 5580// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5581// with awserr.Error's Code and Message methods to get detailed information about 5582// the error. 5583// 5584// See the AWS API reference guide for Amazon SageMaker Service's 5585// API operation ListTransformJobs for usage and error information. 5586// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTransformJobs 5587func (c *SageMaker) ListTransformJobs(input *ListTransformJobsInput) (*ListTransformJobsOutput, error) { 5588 req, out := c.ListTransformJobsRequest(input) 5589 return out, req.Send() 5590} 5591 5592// ListTransformJobsWithContext is the same as ListTransformJobs with the addition of 5593// the ability to pass a context and additional request options. 5594// 5595// See ListTransformJobs for details on how to use this API operation. 5596// 5597// The context must be non-nil and will be used for request cancellation. If 5598// the context is nil a panic will occur. In the future the SDK may create 5599// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5600// for more information on using Contexts. 5601func (c *SageMaker) ListTransformJobsWithContext(ctx aws.Context, input *ListTransformJobsInput, opts ...request.Option) (*ListTransformJobsOutput, error) { 5602 req, out := c.ListTransformJobsRequest(input) 5603 req.SetContext(ctx) 5604 req.ApplyOptions(opts...) 5605 return out, req.Send() 5606} 5607 5608// ListTransformJobsPages iterates over the pages of a ListTransformJobs operation, 5609// calling the "fn" function with the response data for each page. To stop 5610// iterating, return false from the fn function. 5611// 5612// See ListTransformJobs method for more information on how to use this operation. 5613// 5614// Note: This operation can generate multiple requests to a service. 5615// 5616// // Example iterating over at most 3 pages of a ListTransformJobs operation. 5617// pageNum := 0 5618// err := client.ListTransformJobsPages(params, 5619// func(page *sagemaker.ListTransformJobsOutput, lastPage bool) bool { 5620// pageNum++ 5621// fmt.Println(page) 5622// return pageNum <= 3 5623// }) 5624// 5625func (c *SageMaker) ListTransformJobsPages(input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool) error { 5626 return c.ListTransformJobsPagesWithContext(aws.BackgroundContext(), input, fn) 5627} 5628 5629// ListTransformJobsPagesWithContext same as ListTransformJobsPages except 5630// it takes a Context and allows setting request options on the pages. 5631// 5632// The context must be non-nil and will be used for request cancellation. If 5633// the context is nil a panic will occur. In the future the SDK may create 5634// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5635// for more information on using Contexts. 5636func (c *SageMaker) ListTransformJobsPagesWithContext(ctx aws.Context, input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool, opts ...request.Option) error { 5637 p := request.Pagination{ 5638 NewRequest: func() (*request.Request, error) { 5639 var inCpy *ListTransformJobsInput 5640 if input != nil { 5641 tmp := *input 5642 inCpy = &tmp 5643 } 5644 req, _ := c.ListTransformJobsRequest(inCpy) 5645 req.SetContext(ctx) 5646 req.ApplyOptions(opts...) 5647 return req, nil 5648 }, 5649 } 5650 5651 cont := true 5652 for p.Next() && cont { 5653 cont = fn(p.Page().(*ListTransformJobsOutput), !p.HasNextPage()) 5654 } 5655 return p.Err() 5656} 5657 5658const opListWorkteams = "ListWorkteams" 5659 5660// ListWorkteamsRequest generates a "aws/request.Request" representing the 5661// client's request for the ListWorkteams operation. The "output" return 5662// value will be populated with the request's response once the request completes 5663// successfully. 5664// 5665// Use "Send" method on the returned Request to send the API call to the service. 5666// the "output" return value is not valid until after Send returns without error. 5667// 5668// See ListWorkteams for more information on using the ListWorkteams 5669// API call, and error handling. 5670// 5671// This method is useful when you want to inject custom logic or configuration 5672// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5673// 5674// 5675// // Example sending a request using the ListWorkteamsRequest method. 5676// req, resp := client.ListWorkteamsRequest(params) 5677// 5678// err := req.Send() 5679// if err == nil { // resp is now filled 5680// fmt.Println(resp) 5681// } 5682// 5683// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkteams 5684func (c *SageMaker) ListWorkteamsRequest(input *ListWorkteamsInput) (req *request.Request, output *ListWorkteamsOutput) { 5685 op := &request.Operation{ 5686 Name: opListWorkteams, 5687 HTTPMethod: "POST", 5688 HTTPPath: "/", 5689 Paginator: &request.Paginator{ 5690 InputTokens: []string{"NextToken"}, 5691 OutputTokens: []string{"NextToken"}, 5692 LimitToken: "MaxResults", 5693 TruncationToken: "", 5694 }, 5695 } 5696 5697 if input == nil { 5698 input = &ListWorkteamsInput{} 5699 } 5700 5701 output = &ListWorkteamsOutput{} 5702 req = c.newRequest(op, input, output) 5703 return 5704} 5705 5706// ListWorkteams API operation for Amazon SageMaker Service. 5707// 5708// Gets a list of work teams that you have defined in a region. The list may 5709// be empty if no work team satisfies the filter specified in the NameContains 5710// parameter. 5711// 5712// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5713// with awserr.Error's Code and Message methods to get detailed information about 5714// the error. 5715// 5716// See the AWS API reference guide for Amazon SageMaker Service's 5717// API operation ListWorkteams for usage and error information. 5718// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkteams 5719func (c *SageMaker) ListWorkteams(input *ListWorkteamsInput) (*ListWorkteamsOutput, error) { 5720 req, out := c.ListWorkteamsRequest(input) 5721 return out, req.Send() 5722} 5723 5724// ListWorkteamsWithContext is the same as ListWorkteams with the addition of 5725// the ability to pass a context and additional request options. 5726// 5727// See ListWorkteams for details on how to use this API operation. 5728// 5729// The context must be non-nil and will be used for request cancellation. If 5730// the context is nil a panic will occur. In the future the SDK may create 5731// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5732// for more information on using Contexts. 5733func (c *SageMaker) ListWorkteamsWithContext(ctx aws.Context, input *ListWorkteamsInput, opts ...request.Option) (*ListWorkteamsOutput, error) { 5734 req, out := c.ListWorkteamsRequest(input) 5735 req.SetContext(ctx) 5736 req.ApplyOptions(opts...) 5737 return out, req.Send() 5738} 5739 5740// ListWorkteamsPages iterates over the pages of a ListWorkteams operation, 5741// calling the "fn" function with the response data for each page. To stop 5742// iterating, return false from the fn function. 5743// 5744// See ListWorkteams method for more information on how to use this operation. 5745// 5746// Note: This operation can generate multiple requests to a service. 5747// 5748// // Example iterating over at most 3 pages of a ListWorkteams operation. 5749// pageNum := 0 5750// err := client.ListWorkteamsPages(params, 5751// func(page *sagemaker.ListWorkteamsOutput, lastPage bool) bool { 5752// pageNum++ 5753// fmt.Println(page) 5754// return pageNum <= 3 5755// }) 5756// 5757func (c *SageMaker) ListWorkteamsPages(input *ListWorkteamsInput, fn func(*ListWorkteamsOutput, bool) bool) error { 5758 return c.ListWorkteamsPagesWithContext(aws.BackgroundContext(), input, fn) 5759} 5760 5761// ListWorkteamsPagesWithContext same as ListWorkteamsPages except 5762// it takes a Context and allows setting request options on the pages. 5763// 5764// The context must be non-nil and will be used for request cancellation. If 5765// the context is nil a panic will occur. In the future the SDK may create 5766// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5767// for more information on using Contexts. 5768func (c *SageMaker) ListWorkteamsPagesWithContext(ctx aws.Context, input *ListWorkteamsInput, fn func(*ListWorkteamsOutput, bool) bool, opts ...request.Option) error { 5769 p := request.Pagination{ 5770 NewRequest: func() (*request.Request, error) { 5771 var inCpy *ListWorkteamsInput 5772 if input != nil { 5773 tmp := *input 5774 inCpy = &tmp 5775 } 5776 req, _ := c.ListWorkteamsRequest(inCpy) 5777 req.SetContext(ctx) 5778 req.ApplyOptions(opts...) 5779 return req, nil 5780 }, 5781 } 5782 5783 cont := true 5784 for p.Next() && cont { 5785 cont = fn(p.Page().(*ListWorkteamsOutput), !p.HasNextPage()) 5786 } 5787 return p.Err() 5788} 5789 5790const opRenderUiTemplate = "RenderUiTemplate" 5791 5792// RenderUiTemplateRequest generates a "aws/request.Request" representing the 5793// client's request for the RenderUiTemplate operation. The "output" return 5794// value will be populated with the request's response once the request completes 5795// successfully. 5796// 5797// Use "Send" method on the returned Request to send the API call to the service. 5798// the "output" return value is not valid until after Send returns without error. 5799// 5800// See RenderUiTemplate for more information on using the RenderUiTemplate 5801// API call, and error handling. 5802// 5803// This method is useful when you want to inject custom logic or configuration 5804// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5805// 5806// 5807// // Example sending a request using the RenderUiTemplateRequest method. 5808// req, resp := client.RenderUiTemplateRequest(params) 5809// 5810// err := req.Send() 5811// if err == nil { // resp is now filled 5812// fmt.Println(resp) 5813// } 5814// 5815// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/RenderUiTemplate 5816func (c *SageMaker) RenderUiTemplateRequest(input *RenderUiTemplateInput) (req *request.Request, output *RenderUiTemplateOutput) { 5817 op := &request.Operation{ 5818 Name: opRenderUiTemplate, 5819 HTTPMethod: "POST", 5820 HTTPPath: "/", 5821 } 5822 5823 if input == nil { 5824 input = &RenderUiTemplateInput{} 5825 } 5826 5827 output = &RenderUiTemplateOutput{} 5828 req = c.newRequest(op, input, output) 5829 return 5830} 5831 5832// RenderUiTemplate API operation for Amazon SageMaker Service. 5833// 5834// Renders the UI template so that you can preview the worker's experience. 5835// 5836// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5837// with awserr.Error's Code and Message methods to get detailed information about 5838// the error. 5839// 5840// See the AWS API reference guide for Amazon SageMaker Service's 5841// API operation RenderUiTemplate for usage and error information. 5842// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/RenderUiTemplate 5843func (c *SageMaker) RenderUiTemplate(input *RenderUiTemplateInput) (*RenderUiTemplateOutput, error) { 5844 req, out := c.RenderUiTemplateRequest(input) 5845 return out, req.Send() 5846} 5847 5848// RenderUiTemplateWithContext is the same as RenderUiTemplate with the addition of 5849// the ability to pass a context and additional request options. 5850// 5851// See RenderUiTemplate for details on how to use this API operation. 5852// 5853// The context must be non-nil and will be used for request cancellation. If 5854// the context is nil a panic will occur. In the future the SDK may create 5855// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5856// for more information on using Contexts. 5857func (c *SageMaker) RenderUiTemplateWithContext(ctx aws.Context, input *RenderUiTemplateInput, opts ...request.Option) (*RenderUiTemplateOutput, error) { 5858 req, out := c.RenderUiTemplateRequest(input) 5859 req.SetContext(ctx) 5860 req.ApplyOptions(opts...) 5861 return out, req.Send() 5862} 5863 5864const opSearch = "Search" 5865 5866// SearchRequest generates a "aws/request.Request" representing the 5867// client's request for the Search operation. The "output" return 5868// value will be populated with the request's response once the request completes 5869// successfully. 5870// 5871// Use "Send" method on the returned Request to send the API call to the service. 5872// the "output" return value is not valid until after Send returns without error. 5873// 5874// See Search for more information on using the Search 5875// API call, and error handling. 5876// 5877// This method is useful when you want to inject custom logic or configuration 5878// into the SDK's request lifecycle. Such as custom headers, or retry logic. 5879// 5880// 5881// // Example sending a request using the SearchRequest method. 5882// req, resp := client.SearchRequest(params) 5883// 5884// err := req.Send() 5885// if err == nil { // resp is now filled 5886// fmt.Println(resp) 5887// } 5888// 5889// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/Search 5890func (c *SageMaker) SearchRequest(input *SearchInput) (req *request.Request, output *SearchOutput) { 5891 op := &request.Operation{ 5892 Name: opSearch, 5893 HTTPMethod: "POST", 5894 HTTPPath: "/", 5895 Paginator: &request.Paginator{ 5896 InputTokens: []string{"NextToken"}, 5897 OutputTokens: []string{"NextToken"}, 5898 LimitToken: "MaxResults", 5899 TruncationToken: "", 5900 }, 5901 } 5902 5903 if input == nil { 5904 input = &SearchInput{} 5905 } 5906 5907 output = &SearchOutput{} 5908 req = c.newRequest(op, input, output) 5909 return 5910} 5911 5912// Search API operation for Amazon SageMaker Service. 5913// 5914// Finds Amazon SageMaker resources that match a search query. Matching resource 5915// objects are returned as a list of SearchResult objects in the response. You 5916// can sort the search results by any resource property in a ascending or descending 5917// order. 5918// 5919// You can query against the following value types: numerical, text, Booleans, 5920// and timestamps. 5921// 5922// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 5923// with awserr.Error's Code and Message methods to get detailed information about 5924// the error. 5925// 5926// See the AWS API reference guide for Amazon SageMaker Service's 5927// API operation Search for usage and error information. 5928// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/Search 5929func (c *SageMaker) Search(input *SearchInput) (*SearchOutput, error) { 5930 req, out := c.SearchRequest(input) 5931 return out, req.Send() 5932} 5933 5934// SearchWithContext is the same as Search with the addition of 5935// the ability to pass a context and additional request options. 5936// 5937// See Search for details on how to use this API operation. 5938// 5939// The context must be non-nil and will be used for request cancellation. If 5940// the context is nil a panic will occur. In the future the SDK may create 5941// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5942// for more information on using Contexts. 5943func (c *SageMaker) SearchWithContext(ctx aws.Context, input *SearchInput, opts ...request.Option) (*SearchOutput, error) { 5944 req, out := c.SearchRequest(input) 5945 req.SetContext(ctx) 5946 req.ApplyOptions(opts...) 5947 return out, req.Send() 5948} 5949 5950// SearchPages iterates over the pages of a Search operation, 5951// calling the "fn" function with the response data for each page. To stop 5952// iterating, return false from the fn function. 5953// 5954// See Search method for more information on how to use this operation. 5955// 5956// Note: This operation can generate multiple requests to a service. 5957// 5958// // Example iterating over at most 3 pages of a Search operation. 5959// pageNum := 0 5960// err := client.SearchPages(params, 5961// func(page *sagemaker.SearchOutput, lastPage bool) bool { 5962// pageNum++ 5963// fmt.Println(page) 5964// return pageNum <= 3 5965// }) 5966// 5967func (c *SageMaker) SearchPages(input *SearchInput, fn func(*SearchOutput, bool) bool) error { 5968 return c.SearchPagesWithContext(aws.BackgroundContext(), input, fn) 5969} 5970 5971// SearchPagesWithContext same as SearchPages except 5972// it takes a Context and allows setting request options on the pages. 5973// 5974// The context must be non-nil and will be used for request cancellation. If 5975// the context is nil a panic will occur. In the future the SDK may create 5976// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 5977// for more information on using Contexts. 5978func (c *SageMaker) SearchPagesWithContext(ctx aws.Context, input *SearchInput, fn func(*SearchOutput, bool) bool, opts ...request.Option) error { 5979 p := request.Pagination{ 5980 NewRequest: func() (*request.Request, error) { 5981 var inCpy *SearchInput 5982 if input != nil { 5983 tmp := *input 5984 inCpy = &tmp 5985 } 5986 req, _ := c.SearchRequest(inCpy) 5987 req.SetContext(ctx) 5988 req.ApplyOptions(opts...) 5989 return req, nil 5990 }, 5991 } 5992 5993 cont := true 5994 for p.Next() && cont { 5995 cont = fn(p.Page().(*SearchOutput), !p.HasNextPage()) 5996 } 5997 return p.Err() 5998} 5999 6000const opStartNotebookInstance = "StartNotebookInstance" 6001 6002// StartNotebookInstanceRequest generates a "aws/request.Request" representing the 6003// client's request for the StartNotebookInstance operation. The "output" return 6004// value will be populated with the request's response once the request completes 6005// successfully. 6006// 6007// Use "Send" method on the returned Request to send the API call to the service. 6008// the "output" return value is not valid until after Send returns without error. 6009// 6010// See StartNotebookInstance for more information on using the StartNotebookInstance 6011// API call, and error handling. 6012// 6013// This method is useful when you want to inject custom logic or configuration 6014// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6015// 6016// 6017// // Example sending a request using the StartNotebookInstanceRequest method. 6018// req, resp := client.StartNotebookInstanceRequest(params) 6019// 6020// err := req.Send() 6021// if err == nil { // resp is now filled 6022// fmt.Println(resp) 6023// } 6024// 6025// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance 6026func (c *SageMaker) StartNotebookInstanceRequest(input *StartNotebookInstanceInput) (req *request.Request, output *StartNotebookInstanceOutput) { 6027 op := &request.Operation{ 6028 Name: opStartNotebookInstance, 6029 HTTPMethod: "POST", 6030 HTTPPath: "/", 6031 } 6032 6033 if input == nil { 6034 input = &StartNotebookInstanceInput{} 6035 } 6036 6037 output = &StartNotebookInstanceOutput{} 6038 req = c.newRequest(op, input, output) 6039 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6040 return 6041} 6042 6043// StartNotebookInstance API operation for Amazon SageMaker Service. 6044// 6045// Launches an ML compute instance with the latest version of the libraries 6046// and attaches your ML storage volume. After configuring the notebook instance, 6047// Amazon SageMaker sets the notebook instance status to InService. A notebook 6048// instance's status must be InService before you can connect to your Jupyter 6049// notebook. 6050// 6051// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6052// with awserr.Error's Code and Message methods to get detailed information about 6053// the error. 6054// 6055// See the AWS API reference guide for Amazon SageMaker Service's 6056// API operation StartNotebookInstance for usage and error information. 6057// 6058// Returned Error Codes: 6059// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 6060// You have exceeded an Amazon SageMaker resource limit. For example, you might 6061// have too many training jobs created. 6062// 6063// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance 6064func (c *SageMaker) StartNotebookInstance(input *StartNotebookInstanceInput) (*StartNotebookInstanceOutput, error) { 6065 req, out := c.StartNotebookInstanceRequest(input) 6066 return out, req.Send() 6067} 6068 6069// StartNotebookInstanceWithContext is the same as StartNotebookInstance with the addition of 6070// the ability to pass a context and additional request options. 6071// 6072// See StartNotebookInstance for details on how to use this API operation. 6073// 6074// The context must be non-nil and will be used for request cancellation. If 6075// the context is nil a panic will occur. In the future the SDK may create 6076// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6077// for more information on using Contexts. 6078func (c *SageMaker) StartNotebookInstanceWithContext(ctx aws.Context, input *StartNotebookInstanceInput, opts ...request.Option) (*StartNotebookInstanceOutput, error) { 6079 req, out := c.StartNotebookInstanceRequest(input) 6080 req.SetContext(ctx) 6081 req.ApplyOptions(opts...) 6082 return out, req.Send() 6083} 6084 6085const opStopCompilationJob = "StopCompilationJob" 6086 6087// StopCompilationJobRequest generates a "aws/request.Request" representing the 6088// client's request for the StopCompilationJob operation. The "output" return 6089// value will be populated with the request's response once the request completes 6090// successfully. 6091// 6092// Use "Send" method on the returned Request to send the API call to the service. 6093// the "output" return value is not valid until after Send returns without error. 6094// 6095// See StopCompilationJob for more information on using the StopCompilationJob 6096// API call, and error handling. 6097// 6098// This method is useful when you want to inject custom logic or configuration 6099// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6100// 6101// 6102// // Example sending a request using the StopCompilationJobRequest method. 6103// req, resp := client.StopCompilationJobRequest(params) 6104// 6105// err := req.Send() 6106// if err == nil { // resp is now filled 6107// fmt.Println(resp) 6108// } 6109// 6110// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopCompilationJob 6111func (c *SageMaker) StopCompilationJobRequest(input *StopCompilationJobInput) (req *request.Request, output *StopCompilationJobOutput) { 6112 op := &request.Operation{ 6113 Name: opStopCompilationJob, 6114 HTTPMethod: "POST", 6115 HTTPPath: "/", 6116 } 6117 6118 if input == nil { 6119 input = &StopCompilationJobInput{} 6120 } 6121 6122 output = &StopCompilationJobOutput{} 6123 req = c.newRequest(op, input, output) 6124 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6125 return 6126} 6127 6128// StopCompilationJob API operation for Amazon SageMaker Service. 6129// 6130// Stops a model compilation job. 6131// 6132// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This 6133// gracefully shuts the job down. If the job hasn't stopped, it sends the SIGKILL 6134// signal. 6135// 6136// When it receives a StopCompilationJob request, Amazon SageMaker changes the 6137// CompilationJobSummary$CompilationJobStatus of the job to Stopping. After 6138// Amazon SageMaker stops the job, it sets the CompilationJobSummary$CompilationJobStatus 6139// to Stopped. 6140// 6141// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6142// with awserr.Error's Code and Message methods to get detailed information about 6143// the error. 6144// 6145// See the AWS API reference guide for Amazon SageMaker Service's 6146// API operation StopCompilationJob for usage and error information. 6147// 6148// Returned Error Codes: 6149// * ErrCodeResourceNotFound "ResourceNotFound" 6150// Resource being access is not found. 6151// 6152// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopCompilationJob 6153func (c *SageMaker) StopCompilationJob(input *StopCompilationJobInput) (*StopCompilationJobOutput, error) { 6154 req, out := c.StopCompilationJobRequest(input) 6155 return out, req.Send() 6156} 6157 6158// StopCompilationJobWithContext is the same as StopCompilationJob with the addition of 6159// the ability to pass a context and additional request options. 6160// 6161// See StopCompilationJob for details on how to use this API operation. 6162// 6163// The context must be non-nil and will be used for request cancellation. If 6164// the context is nil a panic will occur. In the future the SDK may create 6165// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6166// for more information on using Contexts. 6167func (c *SageMaker) StopCompilationJobWithContext(ctx aws.Context, input *StopCompilationJobInput, opts ...request.Option) (*StopCompilationJobOutput, error) { 6168 req, out := c.StopCompilationJobRequest(input) 6169 req.SetContext(ctx) 6170 req.ApplyOptions(opts...) 6171 return out, req.Send() 6172} 6173 6174const opStopHyperParameterTuningJob = "StopHyperParameterTuningJob" 6175 6176// StopHyperParameterTuningJobRequest generates a "aws/request.Request" representing the 6177// client's request for the StopHyperParameterTuningJob operation. The "output" return 6178// value will be populated with the request's response once the request completes 6179// successfully. 6180// 6181// Use "Send" method on the returned Request to send the API call to the service. 6182// the "output" return value is not valid until after Send returns without error. 6183// 6184// See StopHyperParameterTuningJob for more information on using the StopHyperParameterTuningJob 6185// API call, and error handling. 6186// 6187// This method is useful when you want to inject custom logic or configuration 6188// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6189// 6190// 6191// // Example sending a request using the StopHyperParameterTuningJobRequest method. 6192// req, resp := client.StopHyperParameterTuningJobRequest(params) 6193// 6194// err := req.Send() 6195// if err == nil { // resp is now filled 6196// fmt.Println(resp) 6197// } 6198// 6199// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob 6200func (c *SageMaker) StopHyperParameterTuningJobRequest(input *StopHyperParameterTuningJobInput) (req *request.Request, output *StopHyperParameterTuningJobOutput) { 6201 op := &request.Operation{ 6202 Name: opStopHyperParameterTuningJob, 6203 HTTPMethod: "POST", 6204 HTTPPath: "/", 6205 } 6206 6207 if input == nil { 6208 input = &StopHyperParameterTuningJobInput{} 6209 } 6210 6211 output = &StopHyperParameterTuningJobOutput{} 6212 req = c.newRequest(op, input, output) 6213 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6214 return 6215} 6216 6217// StopHyperParameterTuningJob API operation for Amazon SageMaker Service. 6218// 6219// Stops a running hyperparameter tuning job and all running training jobs that 6220// the tuning job launched. 6221// 6222// All model artifacts output from the training jobs are stored in Amazon Simple 6223// Storage Service (Amazon S3). All data that the training jobs write to Amazon 6224// CloudWatch Logs are still available in CloudWatch. After the tuning job moves 6225// to the Stopped state, it releases all reserved resources for the tuning job. 6226// 6227// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6228// with awserr.Error's Code and Message methods to get detailed information about 6229// the error. 6230// 6231// See the AWS API reference guide for Amazon SageMaker Service's 6232// API operation StopHyperParameterTuningJob for usage and error information. 6233// 6234// Returned Error Codes: 6235// * ErrCodeResourceNotFound "ResourceNotFound" 6236// Resource being access is not found. 6237// 6238// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob 6239func (c *SageMaker) StopHyperParameterTuningJob(input *StopHyperParameterTuningJobInput) (*StopHyperParameterTuningJobOutput, error) { 6240 req, out := c.StopHyperParameterTuningJobRequest(input) 6241 return out, req.Send() 6242} 6243 6244// StopHyperParameterTuningJobWithContext is the same as StopHyperParameterTuningJob with the addition of 6245// the ability to pass a context and additional request options. 6246// 6247// See StopHyperParameterTuningJob for details on how to use this API operation. 6248// 6249// The context must be non-nil and will be used for request cancellation. If 6250// the context is nil a panic will occur. In the future the SDK may create 6251// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6252// for more information on using Contexts. 6253func (c *SageMaker) StopHyperParameterTuningJobWithContext(ctx aws.Context, input *StopHyperParameterTuningJobInput, opts ...request.Option) (*StopHyperParameterTuningJobOutput, error) { 6254 req, out := c.StopHyperParameterTuningJobRequest(input) 6255 req.SetContext(ctx) 6256 req.ApplyOptions(opts...) 6257 return out, req.Send() 6258} 6259 6260const opStopLabelingJob = "StopLabelingJob" 6261 6262// StopLabelingJobRequest generates a "aws/request.Request" representing the 6263// client's request for the StopLabelingJob operation. The "output" return 6264// value will be populated with the request's response once the request completes 6265// successfully. 6266// 6267// Use "Send" method on the returned Request to send the API call to the service. 6268// the "output" return value is not valid until after Send returns without error. 6269// 6270// See StopLabelingJob for more information on using the StopLabelingJob 6271// API call, and error handling. 6272// 6273// This method is useful when you want to inject custom logic or configuration 6274// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6275// 6276// 6277// // Example sending a request using the StopLabelingJobRequest method. 6278// req, resp := client.StopLabelingJobRequest(params) 6279// 6280// err := req.Send() 6281// if err == nil { // resp is now filled 6282// fmt.Println(resp) 6283// } 6284// 6285// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopLabelingJob 6286func (c *SageMaker) StopLabelingJobRequest(input *StopLabelingJobInput) (req *request.Request, output *StopLabelingJobOutput) { 6287 op := &request.Operation{ 6288 Name: opStopLabelingJob, 6289 HTTPMethod: "POST", 6290 HTTPPath: "/", 6291 } 6292 6293 if input == nil { 6294 input = &StopLabelingJobInput{} 6295 } 6296 6297 output = &StopLabelingJobOutput{} 6298 req = c.newRequest(op, input, output) 6299 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6300 return 6301} 6302 6303// StopLabelingJob API operation for Amazon SageMaker Service. 6304// 6305// Stops a running labeling job. A job that is stopped cannot be restarted. 6306// Any results obtained before the job is stopped are placed in the Amazon S3 6307// output bucket. 6308// 6309// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6310// with awserr.Error's Code and Message methods to get detailed information about 6311// the error. 6312// 6313// See the AWS API reference guide for Amazon SageMaker Service's 6314// API operation StopLabelingJob for usage and error information. 6315// 6316// Returned Error Codes: 6317// * ErrCodeResourceNotFound "ResourceNotFound" 6318// Resource being access is not found. 6319// 6320// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopLabelingJob 6321func (c *SageMaker) StopLabelingJob(input *StopLabelingJobInput) (*StopLabelingJobOutput, error) { 6322 req, out := c.StopLabelingJobRequest(input) 6323 return out, req.Send() 6324} 6325 6326// StopLabelingJobWithContext is the same as StopLabelingJob with the addition of 6327// the ability to pass a context and additional request options. 6328// 6329// See StopLabelingJob for details on how to use this API operation. 6330// 6331// The context must be non-nil and will be used for request cancellation. If 6332// the context is nil a panic will occur. In the future the SDK may create 6333// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6334// for more information on using Contexts. 6335func (c *SageMaker) StopLabelingJobWithContext(ctx aws.Context, input *StopLabelingJobInput, opts ...request.Option) (*StopLabelingJobOutput, error) { 6336 req, out := c.StopLabelingJobRequest(input) 6337 req.SetContext(ctx) 6338 req.ApplyOptions(opts...) 6339 return out, req.Send() 6340} 6341 6342const opStopNotebookInstance = "StopNotebookInstance" 6343 6344// StopNotebookInstanceRequest generates a "aws/request.Request" representing the 6345// client's request for the StopNotebookInstance operation. The "output" return 6346// value will be populated with the request's response once the request completes 6347// successfully. 6348// 6349// Use "Send" method on the returned Request to send the API call to the service. 6350// the "output" return value is not valid until after Send returns without error. 6351// 6352// See StopNotebookInstance for more information on using the StopNotebookInstance 6353// API call, and error handling. 6354// 6355// This method is useful when you want to inject custom logic or configuration 6356// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6357// 6358// 6359// // Example sending a request using the StopNotebookInstanceRequest method. 6360// req, resp := client.StopNotebookInstanceRequest(params) 6361// 6362// err := req.Send() 6363// if err == nil { // resp is now filled 6364// fmt.Println(resp) 6365// } 6366// 6367// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance 6368func (c *SageMaker) StopNotebookInstanceRequest(input *StopNotebookInstanceInput) (req *request.Request, output *StopNotebookInstanceOutput) { 6369 op := &request.Operation{ 6370 Name: opStopNotebookInstance, 6371 HTTPMethod: "POST", 6372 HTTPPath: "/", 6373 } 6374 6375 if input == nil { 6376 input = &StopNotebookInstanceInput{} 6377 } 6378 6379 output = &StopNotebookInstanceOutput{} 6380 req = c.newRequest(op, input, output) 6381 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6382 return 6383} 6384 6385// StopNotebookInstance API operation for Amazon SageMaker Service. 6386// 6387// Terminates the ML compute instance. Before terminating the instance, Amazon 6388// SageMaker disconnects the ML storage volume from it. Amazon SageMaker preserves 6389// the ML storage volume. Amazon SageMaker stops charging you for the ML compute 6390// instance when you call StopNotebookInstance. 6391// 6392// To access data on the ML storage volume for a notebook instance that has 6393// been terminated, call the StartNotebookInstance API. StartNotebookInstance 6394// launches another ML compute instance, configures it, and attaches the preserved 6395// ML storage volume so you can continue your work. 6396// 6397// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6398// with awserr.Error's Code and Message methods to get detailed information about 6399// the error. 6400// 6401// See the AWS API reference guide for Amazon SageMaker Service's 6402// API operation StopNotebookInstance for usage and error information. 6403// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance 6404func (c *SageMaker) StopNotebookInstance(input *StopNotebookInstanceInput) (*StopNotebookInstanceOutput, error) { 6405 req, out := c.StopNotebookInstanceRequest(input) 6406 return out, req.Send() 6407} 6408 6409// StopNotebookInstanceWithContext is the same as StopNotebookInstance with the addition of 6410// the ability to pass a context and additional request options. 6411// 6412// See StopNotebookInstance for details on how to use this API operation. 6413// 6414// The context must be non-nil and will be used for request cancellation. If 6415// the context is nil a panic will occur. In the future the SDK may create 6416// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6417// for more information on using Contexts. 6418func (c *SageMaker) StopNotebookInstanceWithContext(ctx aws.Context, input *StopNotebookInstanceInput, opts ...request.Option) (*StopNotebookInstanceOutput, error) { 6419 req, out := c.StopNotebookInstanceRequest(input) 6420 req.SetContext(ctx) 6421 req.ApplyOptions(opts...) 6422 return out, req.Send() 6423} 6424 6425const opStopTrainingJob = "StopTrainingJob" 6426 6427// StopTrainingJobRequest generates a "aws/request.Request" representing the 6428// client's request for the StopTrainingJob operation. The "output" return 6429// value will be populated with the request's response once the request completes 6430// successfully. 6431// 6432// Use "Send" method on the returned Request to send the API call to the service. 6433// the "output" return value is not valid until after Send returns without error. 6434// 6435// See StopTrainingJob for more information on using the StopTrainingJob 6436// API call, and error handling. 6437// 6438// This method is useful when you want to inject custom logic or configuration 6439// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6440// 6441// 6442// // Example sending a request using the StopTrainingJobRequest method. 6443// req, resp := client.StopTrainingJobRequest(params) 6444// 6445// err := req.Send() 6446// if err == nil { // resp is now filled 6447// fmt.Println(resp) 6448// } 6449// 6450// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob 6451func (c *SageMaker) StopTrainingJobRequest(input *StopTrainingJobInput) (req *request.Request, output *StopTrainingJobOutput) { 6452 op := &request.Operation{ 6453 Name: opStopTrainingJob, 6454 HTTPMethod: "POST", 6455 HTTPPath: "/", 6456 } 6457 6458 if input == nil { 6459 input = &StopTrainingJobInput{} 6460 } 6461 6462 output = &StopTrainingJobOutput{} 6463 req = c.newRequest(op, input, output) 6464 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6465 return 6466} 6467 6468// StopTrainingJob API operation for Amazon SageMaker Service. 6469// 6470// Stops a training job. To stop a job, Amazon SageMaker sends the algorithm 6471// the SIGTERM signal, which delays job termination for 120 seconds. Algorithms 6472// might use this 120-second window to save the model artifacts, so the results 6473// of the training is not lost. 6474// 6475// When it receives a StopTrainingJob request, Amazon SageMaker changes the 6476// status of the job to Stopping. After Amazon SageMaker stops the job, it sets 6477// the status to Stopped. 6478// 6479// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6480// with awserr.Error's Code and Message methods to get detailed information about 6481// the error. 6482// 6483// See the AWS API reference guide for Amazon SageMaker Service's 6484// API operation StopTrainingJob for usage and error information. 6485// 6486// Returned Error Codes: 6487// * ErrCodeResourceNotFound "ResourceNotFound" 6488// Resource being access is not found. 6489// 6490// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob 6491func (c *SageMaker) StopTrainingJob(input *StopTrainingJobInput) (*StopTrainingJobOutput, error) { 6492 req, out := c.StopTrainingJobRequest(input) 6493 return out, req.Send() 6494} 6495 6496// StopTrainingJobWithContext is the same as StopTrainingJob with the addition of 6497// the ability to pass a context and additional request options. 6498// 6499// See StopTrainingJob for details on how to use this API operation. 6500// 6501// The context must be non-nil and will be used for request cancellation. If 6502// the context is nil a panic will occur. In the future the SDK may create 6503// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6504// for more information on using Contexts. 6505func (c *SageMaker) StopTrainingJobWithContext(ctx aws.Context, input *StopTrainingJobInput, opts ...request.Option) (*StopTrainingJobOutput, error) { 6506 req, out := c.StopTrainingJobRequest(input) 6507 req.SetContext(ctx) 6508 req.ApplyOptions(opts...) 6509 return out, req.Send() 6510} 6511 6512const opStopTransformJob = "StopTransformJob" 6513 6514// StopTransformJobRequest generates a "aws/request.Request" representing the 6515// client's request for the StopTransformJob operation. The "output" return 6516// value will be populated with the request's response once the request completes 6517// successfully. 6518// 6519// Use "Send" method on the returned Request to send the API call to the service. 6520// the "output" return value is not valid until after Send returns without error. 6521// 6522// See StopTransformJob for more information on using the StopTransformJob 6523// API call, and error handling. 6524// 6525// This method is useful when you want to inject custom logic or configuration 6526// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6527// 6528// 6529// // Example sending a request using the StopTransformJobRequest method. 6530// req, resp := client.StopTransformJobRequest(params) 6531// 6532// err := req.Send() 6533// if err == nil { // resp is now filled 6534// fmt.Println(resp) 6535// } 6536// 6537// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob 6538func (c *SageMaker) StopTransformJobRequest(input *StopTransformJobInput) (req *request.Request, output *StopTransformJobOutput) { 6539 op := &request.Operation{ 6540 Name: opStopTransformJob, 6541 HTTPMethod: "POST", 6542 HTTPPath: "/", 6543 } 6544 6545 if input == nil { 6546 input = &StopTransformJobInput{} 6547 } 6548 6549 output = &StopTransformJobOutput{} 6550 req = c.newRequest(op, input, output) 6551 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6552 return 6553} 6554 6555// StopTransformJob API operation for Amazon SageMaker Service. 6556// 6557// Stops a transform job. 6558// 6559// When Amazon SageMaker receives a StopTransformJob request, the status of 6560// the job changes to Stopping. After Amazon SageMaker stops the job, the status 6561// is set to Stopped. When you stop a transform job before it is completed, 6562// Amazon SageMaker doesn't store the job's output in Amazon S3. 6563// 6564// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6565// with awserr.Error's Code and Message methods to get detailed information about 6566// the error. 6567// 6568// See the AWS API reference guide for Amazon SageMaker Service's 6569// API operation StopTransformJob for usage and error information. 6570// 6571// Returned Error Codes: 6572// * ErrCodeResourceNotFound "ResourceNotFound" 6573// Resource being access is not found. 6574// 6575// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob 6576func (c *SageMaker) StopTransformJob(input *StopTransformJobInput) (*StopTransformJobOutput, error) { 6577 req, out := c.StopTransformJobRequest(input) 6578 return out, req.Send() 6579} 6580 6581// StopTransformJobWithContext is the same as StopTransformJob with the addition of 6582// the ability to pass a context and additional request options. 6583// 6584// See StopTransformJob for details on how to use this API operation. 6585// 6586// The context must be non-nil and will be used for request cancellation. If 6587// the context is nil a panic will occur. In the future the SDK may create 6588// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6589// for more information on using Contexts. 6590func (c *SageMaker) StopTransformJobWithContext(ctx aws.Context, input *StopTransformJobInput, opts ...request.Option) (*StopTransformJobOutput, error) { 6591 req, out := c.StopTransformJobRequest(input) 6592 req.SetContext(ctx) 6593 req.ApplyOptions(opts...) 6594 return out, req.Send() 6595} 6596 6597const opUpdateCodeRepository = "UpdateCodeRepository" 6598 6599// UpdateCodeRepositoryRequest generates a "aws/request.Request" representing the 6600// client's request for the UpdateCodeRepository operation. The "output" return 6601// value will be populated with the request's response once the request completes 6602// successfully. 6603// 6604// Use "Send" method on the returned Request to send the API call to the service. 6605// the "output" return value is not valid until after Send returns without error. 6606// 6607// See UpdateCodeRepository for more information on using the UpdateCodeRepository 6608// API call, and error handling. 6609// 6610// This method is useful when you want to inject custom logic or configuration 6611// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6612// 6613// 6614// // Example sending a request using the UpdateCodeRepositoryRequest method. 6615// req, resp := client.UpdateCodeRepositoryRequest(params) 6616// 6617// err := req.Send() 6618// if err == nil { // resp is now filled 6619// fmt.Println(resp) 6620// } 6621// 6622// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateCodeRepository 6623func (c *SageMaker) UpdateCodeRepositoryRequest(input *UpdateCodeRepositoryInput) (req *request.Request, output *UpdateCodeRepositoryOutput) { 6624 op := &request.Operation{ 6625 Name: opUpdateCodeRepository, 6626 HTTPMethod: "POST", 6627 HTTPPath: "/", 6628 } 6629 6630 if input == nil { 6631 input = &UpdateCodeRepositoryInput{} 6632 } 6633 6634 output = &UpdateCodeRepositoryOutput{} 6635 req = c.newRequest(op, input, output) 6636 return 6637} 6638 6639// UpdateCodeRepository API operation for Amazon SageMaker Service. 6640// 6641// Updates the specified Git repository with the specified values. 6642// 6643// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6644// with awserr.Error's Code and Message methods to get detailed information about 6645// the error. 6646// 6647// See the AWS API reference guide for Amazon SageMaker Service's 6648// API operation UpdateCodeRepository for usage and error information. 6649// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateCodeRepository 6650func (c *SageMaker) UpdateCodeRepository(input *UpdateCodeRepositoryInput) (*UpdateCodeRepositoryOutput, error) { 6651 req, out := c.UpdateCodeRepositoryRequest(input) 6652 return out, req.Send() 6653} 6654 6655// UpdateCodeRepositoryWithContext is the same as UpdateCodeRepository with the addition of 6656// the ability to pass a context and additional request options. 6657// 6658// See UpdateCodeRepository for details on how to use this API operation. 6659// 6660// The context must be non-nil and will be used for request cancellation. If 6661// the context is nil a panic will occur. In the future the SDK may create 6662// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6663// for more information on using Contexts. 6664func (c *SageMaker) UpdateCodeRepositoryWithContext(ctx aws.Context, input *UpdateCodeRepositoryInput, opts ...request.Option) (*UpdateCodeRepositoryOutput, error) { 6665 req, out := c.UpdateCodeRepositoryRequest(input) 6666 req.SetContext(ctx) 6667 req.ApplyOptions(opts...) 6668 return out, req.Send() 6669} 6670 6671const opUpdateEndpoint = "UpdateEndpoint" 6672 6673// UpdateEndpointRequest generates a "aws/request.Request" representing the 6674// client's request for the UpdateEndpoint operation. The "output" return 6675// value will be populated with the request's response once the request completes 6676// successfully. 6677// 6678// Use "Send" method on the returned Request to send the API call to the service. 6679// the "output" return value is not valid until after Send returns without error. 6680// 6681// See UpdateEndpoint for more information on using the UpdateEndpoint 6682// API call, and error handling. 6683// 6684// This method is useful when you want to inject custom logic or configuration 6685// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6686// 6687// 6688// // Example sending a request using the UpdateEndpointRequest method. 6689// req, resp := client.UpdateEndpointRequest(params) 6690// 6691// err := req.Send() 6692// if err == nil { // resp is now filled 6693// fmt.Println(resp) 6694// } 6695// 6696// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint 6697func (c *SageMaker) UpdateEndpointRequest(input *UpdateEndpointInput) (req *request.Request, output *UpdateEndpointOutput) { 6698 op := &request.Operation{ 6699 Name: opUpdateEndpoint, 6700 HTTPMethod: "POST", 6701 HTTPPath: "/", 6702 } 6703 6704 if input == nil { 6705 input = &UpdateEndpointInput{} 6706 } 6707 6708 output = &UpdateEndpointOutput{} 6709 req = c.newRequest(op, input, output) 6710 return 6711} 6712 6713// UpdateEndpoint API operation for Amazon SageMaker Service. 6714// 6715// Deploys the new EndpointConfig specified in the request, switches to using 6716// newly created endpoint, and then deletes resources provisioned for the endpoint 6717// using the previous EndpointConfig (there is no availability loss). 6718// 6719// When Amazon SageMaker receives the request, it sets the endpoint status to 6720// Updating. After updating the endpoint, it sets the status to InService. To 6721// check the status of an endpoint, use the DescribeEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) 6722// API. 6723// 6724// You must not delete an EndpointConfig in use by an endpoint that is live 6725// or while the UpdateEndpoint or CreateEndpoint operations are being performed 6726// on the endpoint. To update an endpoint, you must create a new EndpointConfig. 6727// 6728// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6729// with awserr.Error's Code and Message methods to get detailed information about 6730// the error. 6731// 6732// See the AWS API reference guide for Amazon SageMaker Service's 6733// API operation UpdateEndpoint for usage and error information. 6734// 6735// Returned Error Codes: 6736// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 6737// You have exceeded an Amazon SageMaker resource limit. For example, you might 6738// have too many training jobs created. 6739// 6740// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint 6741func (c *SageMaker) UpdateEndpoint(input *UpdateEndpointInput) (*UpdateEndpointOutput, error) { 6742 req, out := c.UpdateEndpointRequest(input) 6743 return out, req.Send() 6744} 6745 6746// UpdateEndpointWithContext is the same as UpdateEndpoint with the addition of 6747// the ability to pass a context and additional request options. 6748// 6749// See UpdateEndpoint for details on how to use this API operation. 6750// 6751// The context must be non-nil and will be used for request cancellation. If 6752// the context is nil a panic will occur. In the future the SDK may create 6753// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6754// for more information on using Contexts. 6755func (c *SageMaker) UpdateEndpointWithContext(ctx aws.Context, input *UpdateEndpointInput, opts ...request.Option) (*UpdateEndpointOutput, error) { 6756 req, out := c.UpdateEndpointRequest(input) 6757 req.SetContext(ctx) 6758 req.ApplyOptions(opts...) 6759 return out, req.Send() 6760} 6761 6762const opUpdateEndpointWeightsAndCapacities = "UpdateEndpointWeightsAndCapacities" 6763 6764// UpdateEndpointWeightsAndCapacitiesRequest generates a "aws/request.Request" representing the 6765// client's request for the UpdateEndpointWeightsAndCapacities operation. The "output" return 6766// value will be populated with the request's response once the request completes 6767// successfully. 6768// 6769// Use "Send" method on the returned Request to send the API call to the service. 6770// the "output" return value is not valid until after Send returns without error. 6771// 6772// See UpdateEndpointWeightsAndCapacities for more information on using the UpdateEndpointWeightsAndCapacities 6773// API call, and error handling. 6774// 6775// This method is useful when you want to inject custom logic or configuration 6776// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6777// 6778// 6779// // Example sending a request using the UpdateEndpointWeightsAndCapacitiesRequest method. 6780// req, resp := client.UpdateEndpointWeightsAndCapacitiesRequest(params) 6781// 6782// err := req.Send() 6783// if err == nil { // resp is now filled 6784// fmt.Println(resp) 6785// } 6786// 6787// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities 6788func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesRequest(input *UpdateEndpointWeightsAndCapacitiesInput) (req *request.Request, output *UpdateEndpointWeightsAndCapacitiesOutput) { 6789 op := &request.Operation{ 6790 Name: opUpdateEndpointWeightsAndCapacities, 6791 HTTPMethod: "POST", 6792 HTTPPath: "/", 6793 } 6794 6795 if input == nil { 6796 input = &UpdateEndpointWeightsAndCapacitiesInput{} 6797 } 6798 6799 output = &UpdateEndpointWeightsAndCapacitiesOutput{} 6800 req = c.newRequest(op, input, output) 6801 return 6802} 6803 6804// UpdateEndpointWeightsAndCapacities API operation for Amazon SageMaker Service. 6805// 6806// Updates variant weight of one or more variants associated with an existing 6807// endpoint, or capacity of one variant associated with an existing endpoint. 6808// When it receives the request, Amazon SageMaker sets the endpoint status to 6809// Updating. After updating the endpoint, it sets the status to InService. To 6810// check the status of an endpoint, use the DescribeEndpoint (https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) 6811// API. 6812// 6813// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6814// with awserr.Error's Code and Message methods to get detailed information about 6815// the error. 6816// 6817// See the AWS API reference guide for Amazon SageMaker Service's 6818// API operation UpdateEndpointWeightsAndCapacities for usage and error information. 6819// 6820// Returned Error Codes: 6821// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 6822// You have exceeded an Amazon SageMaker resource limit. For example, you might 6823// have too many training jobs created. 6824// 6825// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities 6826func (c *SageMaker) UpdateEndpointWeightsAndCapacities(input *UpdateEndpointWeightsAndCapacitiesInput) (*UpdateEndpointWeightsAndCapacitiesOutput, error) { 6827 req, out := c.UpdateEndpointWeightsAndCapacitiesRequest(input) 6828 return out, req.Send() 6829} 6830 6831// UpdateEndpointWeightsAndCapacitiesWithContext is the same as UpdateEndpointWeightsAndCapacities with the addition of 6832// the ability to pass a context and additional request options. 6833// 6834// See UpdateEndpointWeightsAndCapacities for details on how to use this API operation. 6835// 6836// The context must be non-nil and will be used for request cancellation. If 6837// the context is nil a panic will occur. In the future the SDK may create 6838// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6839// for more information on using Contexts. 6840func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesWithContext(ctx aws.Context, input *UpdateEndpointWeightsAndCapacitiesInput, opts ...request.Option) (*UpdateEndpointWeightsAndCapacitiesOutput, error) { 6841 req, out := c.UpdateEndpointWeightsAndCapacitiesRequest(input) 6842 req.SetContext(ctx) 6843 req.ApplyOptions(opts...) 6844 return out, req.Send() 6845} 6846 6847const opUpdateNotebookInstance = "UpdateNotebookInstance" 6848 6849// UpdateNotebookInstanceRequest generates a "aws/request.Request" representing the 6850// client's request for the UpdateNotebookInstance operation. The "output" return 6851// value will be populated with the request's response once the request completes 6852// successfully. 6853// 6854// Use "Send" method on the returned Request to send the API call to the service. 6855// the "output" return value is not valid until after Send returns without error. 6856// 6857// See UpdateNotebookInstance for more information on using the UpdateNotebookInstance 6858// API call, and error handling. 6859// 6860// This method is useful when you want to inject custom logic or configuration 6861// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6862// 6863// 6864// // Example sending a request using the UpdateNotebookInstanceRequest method. 6865// req, resp := client.UpdateNotebookInstanceRequest(params) 6866// 6867// err := req.Send() 6868// if err == nil { // resp is now filled 6869// fmt.Println(resp) 6870// } 6871// 6872// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance 6873func (c *SageMaker) UpdateNotebookInstanceRequest(input *UpdateNotebookInstanceInput) (req *request.Request, output *UpdateNotebookInstanceOutput) { 6874 op := &request.Operation{ 6875 Name: opUpdateNotebookInstance, 6876 HTTPMethod: "POST", 6877 HTTPPath: "/", 6878 } 6879 6880 if input == nil { 6881 input = &UpdateNotebookInstanceInput{} 6882 } 6883 6884 output = &UpdateNotebookInstanceOutput{} 6885 req = c.newRequest(op, input, output) 6886 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6887 return 6888} 6889 6890// UpdateNotebookInstance API operation for Amazon SageMaker Service. 6891// 6892// Updates a notebook instance. NotebookInstance updates include upgrading or 6893// downgrading the ML compute instance used for your notebook instance to accommodate 6894// changes in your workload requirements. 6895// 6896// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6897// with awserr.Error's Code and Message methods to get detailed information about 6898// the error. 6899// 6900// See the AWS API reference guide for Amazon SageMaker Service's 6901// API operation UpdateNotebookInstance for usage and error information. 6902// 6903// Returned Error Codes: 6904// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 6905// You have exceeded an Amazon SageMaker resource limit. For example, you might 6906// have too many training jobs created. 6907// 6908// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance 6909func (c *SageMaker) UpdateNotebookInstance(input *UpdateNotebookInstanceInput) (*UpdateNotebookInstanceOutput, error) { 6910 req, out := c.UpdateNotebookInstanceRequest(input) 6911 return out, req.Send() 6912} 6913 6914// UpdateNotebookInstanceWithContext is the same as UpdateNotebookInstance with the addition of 6915// the ability to pass a context and additional request options. 6916// 6917// See UpdateNotebookInstance for details on how to use this API operation. 6918// 6919// The context must be non-nil and will be used for request cancellation. If 6920// the context is nil a panic will occur. In the future the SDK may create 6921// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 6922// for more information on using Contexts. 6923func (c *SageMaker) UpdateNotebookInstanceWithContext(ctx aws.Context, input *UpdateNotebookInstanceInput, opts ...request.Option) (*UpdateNotebookInstanceOutput, error) { 6924 req, out := c.UpdateNotebookInstanceRequest(input) 6925 req.SetContext(ctx) 6926 req.ApplyOptions(opts...) 6927 return out, req.Send() 6928} 6929 6930const opUpdateNotebookInstanceLifecycleConfig = "UpdateNotebookInstanceLifecycleConfig" 6931 6932// UpdateNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the 6933// client's request for the UpdateNotebookInstanceLifecycleConfig operation. The "output" return 6934// value will be populated with the request's response once the request completes 6935// successfully. 6936// 6937// Use "Send" method on the returned Request to send the API call to the service. 6938// the "output" return value is not valid until after Send returns without error. 6939// 6940// See UpdateNotebookInstanceLifecycleConfig for more information on using the UpdateNotebookInstanceLifecycleConfig 6941// API call, and error handling. 6942// 6943// This method is useful when you want to inject custom logic or configuration 6944// into the SDK's request lifecycle. Such as custom headers, or retry logic. 6945// 6946// 6947// // Example sending a request using the UpdateNotebookInstanceLifecycleConfigRequest method. 6948// req, resp := client.UpdateNotebookInstanceLifecycleConfigRequest(params) 6949// 6950// err := req.Send() 6951// if err == nil { // resp is now filled 6952// fmt.Println(resp) 6953// } 6954// 6955// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig 6956func (c *SageMaker) UpdateNotebookInstanceLifecycleConfigRequest(input *UpdateNotebookInstanceLifecycleConfigInput) (req *request.Request, output *UpdateNotebookInstanceLifecycleConfigOutput) { 6957 op := &request.Operation{ 6958 Name: opUpdateNotebookInstanceLifecycleConfig, 6959 HTTPMethod: "POST", 6960 HTTPPath: "/", 6961 } 6962 6963 if input == nil { 6964 input = &UpdateNotebookInstanceLifecycleConfigInput{} 6965 } 6966 6967 output = &UpdateNotebookInstanceLifecycleConfigOutput{} 6968 req = c.newRequest(op, input, output) 6969 req.Handlers.Unmarshal.Swap(jsonrpc.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler) 6970 return 6971} 6972 6973// UpdateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service. 6974// 6975// Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig 6976// API. 6977// 6978// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 6979// with awserr.Error's Code and Message methods to get detailed information about 6980// the error. 6981// 6982// See the AWS API reference guide for Amazon SageMaker Service's 6983// API operation UpdateNotebookInstanceLifecycleConfig for usage and error information. 6984// 6985// Returned Error Codes: 6986// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 6987// You have exceeded an Amazon SageMaker resource limit. For example, you might 6988// have too many training jobs created. 6989// 6990// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig 6991func (c *SageMaker) UpdateNotebookInstanceLifecycleConfig(input *UpdateNotebookInstanceLifecycleConfigInput) (*UpdateNotebookInstanceLifecycleConfigOutput, error) { 6992 req, out := c.UpdateNotebookInstanceLifecycleConfigRequest(input) 6993 return out, req.Send() 6994} 6995 6996// UpdateNotebookInstanceLifecycleConfigWithContext is the same as UpdateNotebookInstanceLifecycleConfig with the addition of 6997// the ability to pass a context and additional request options. 6998// 6999// See UpdateNotebookInstanceLifecycleConfig for details on how to use this API operation. 7000// 7001// The context must be non-nil and will be used for request cancellation. If 7002// the context is nil a panic will occur. In the future the SDK may create 7003// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 7004// for more information on using Contexts. 7005func (c *SageMaker) UpdateNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *UpdateNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*UpdateNotebookInstanceLifecycleConfigOutput, error) { 7006 req, out := c.UpdateNotebookInstanceLifecycleConfigRequest(input) 7007 req.SetContext(ctx) 7008 req.ApplyOptions(opts...) 7009 return out, req.Send() 7010} 7011 7012const opUpdateWorkteam = "UpdateWorkteam" 7013 7014// UpdateWorkteamRequest generates a "aws/request.Request" representing the 7015// client's request for the UpdateWorkteam operation. The "output" return 7016// value will be populated with the request's response once the request completes 7017// successfully. 7018// 7019// Use "Send" method on the returned Request to send the API call to the service. 7020// the "output" return value is not valid until after Send returns without error. 7021// 7022// See UpdateWorkteam for more information on using the UpdateWorkteam 7023// API call, and error handling. 7024// 7025// This method is useful when you want to inject custom logic or configuration 7026// into the SDK's request lifecycle. Such as custom headers, or retry logic. 7027// 7028// 7029// // Example sending a request using the UpdateWorkteamRequest method. 7030// req, resp := client.UpdateWorkteamRequest(params) 7031// 7032// err := req.Send() 7033// if err == nil { // resp is now filled 7034// fmt.Println(resp) 7035// } 7036// 7037// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkteam 7038func (c *SageMaker) UpdateWorkteamRequest(input *UpdateWorkteamInput) (req *request.Request, output *UpdateWorkteamOutput) { 7039 op := &request.Operation{ 7040 Name: opUpdateWorkteam, 7041 HTTPMethod: "POST", 7042 HTTPPath: "/", 7043 } 7044 7045 if input == nil { 7046 input = &UpdateWorkteamInput{} 7047 } 7048 7049 output = &UpdateWorkteamOutput{} 7050 req = c.newRequest(op, input, output) 7051 return 7052} 7053 7054// UpdateWorkteam API operation for Amazon SageMaker Service. 7055// 7056// Updates an existing work team with new member definitions or description. 7057// 7058// Returns awserr.Error for service API and SDK errors. Use runtime type assertions 7059// with awserr.Error's Code and Message methods to get detailed information about 7060// the error. 7061// 7062// See the AWS API reference guide for Amazon SageMaker Service's 7063// API operation UpdateWorkteam for usage and error information. 7064// 7065// Returned Error Codes: 7066// * ErrCodeResourceLimitExceeded "ResourceLimitExceeded" 7067// You have exceeded an Amazon SageMaker resource limit. For example, you might 7068// have too many training jobs created. 7069// 7070// See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkteam 7071func (c *SageMaker) UpdateWorkteam(input *UpdateWorkteamInput) (*UpdateWorkteamOutput, error) { 7072 req, out := c.UpdateWorkteamRequest(input) 7073 return out, req.Send() 7074} 7075 7076// UpdateWorkteamWithContext is the same as UpdateWorkteam with the addition of 7077// the ability to pass a context and additional request options. 7078// 7079// See UpdateWorkteam for details on how to use this API operation. 7080// 7081// The context must be non-nil and will be used for request cancellation. If 7082// the context is nil a panic will occur. In the future the SDK may create 7083// sub-contexts for http.Requests. See https://golang.org/pkg/context/ 7084// for more information on using Contexts. 7085func (c *SageMaker) UpdateWorkteamWithContext(ctx aws.Context, input *UpdateWorkteamInput, opts ...request.Option) (*UpdateWorkteamOutput, error) { 7086 req, out := c.UpdateWorkteamRequest(input) 7087 req.SetContext(ctx) 7088 req.ApplyOptions(opts...) 7089 return out, req.Send() 7090} 7091 7092type AddTagsInput struct { 7093 _ struct{} `type:"structure"` 7094 7095 // The Amazon Resource Name (ARN) of the resource that you want to tag. 7096 // 7097 // ResourceArn is a required field 7098 ResourceArn *string `type:"string" required:"true"` 7099 7100 // An array of Tag objects. Each tag is a key-value pair. Only the key parameter 7101 // is required. If you don't specify a value, Amazon SageMaker sets the value 7102 // to an empty string. 7103 // 7104 // Tags is a required field 7105 Tags []*Tag `type:"list" required:"true"` 7106} 7107 7108// String returns the string representation 7109func (s AddTagsInput) String() string { 7110 return awsutil.Prettify(s) 7111} 7112 7113// GoString returns the string representation 7114func (s AddTagsInput) GoString() string { 7115 return s.String() 7116} 7117 7118// Validate inspects the fields of the type to determine if they are valid. 7119func (s *AddTagsInput) Validate() error { 7120 invalidParams := request.ErrInvalidParams{Context: "AddTagsInput"} 7121 if s.ResourceArn == nil { 7122 invalidParams.Add(request.NewErrParamRequired("ResourceArn")) 7123 } 7124 if s.Tags == nil { 7125 invalidParams.Add(request.NewErrParamRequired("Tags")) 7126 } 7127 if s.Tags != nil { 7128 for i, v := range s.Tags { 7129 if v == nil { 7130 continue 7131 } 7132 if err := v.Validate(); err != nil { 7133 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 7134 } 7135 } 7136 } 7137 7138 if invalidParams.Len() > 0 { 7139 return invalidParams 7140 } 7141 return nil 7142} 7143 7144// SetResourceArn sets the ResourceArn field's value. 7145func (s *AddTagsInput) SetResourceArn(v string) *AddTagsInput { 7146 s.ResourceArn = &v 7147 return s 7148} 7149 7150// SetTags sets the Tags field's value. 7151func (s *AddTagsInput) SetTags(v []*Tag) *AddTagsInput { 7152 s.Tags = v 7153 return s 7154} 7155 7156type AddTagsOutput struct { 7157 _ struct{} `type:"structure"` 7158 7159 // A list of tags associated with the Amazon SageMaker resource. 7160 Tags []*Tag `type:"list"` 7161} 7162 7163// String returns the string representation 7164func (s AddTagsOutput) String() string { 7165 return awsutil.Prettify(s) 7166} 7167 7168// GoString returns the string representation 7169func (s AddTagsOutput) GoString() string { 7170 return s.String() 7171} 7172 7173// SetTags sets the Tags field's value. 7174func (s *AddTagsOutput) SetTags(v []*Tag) *AddTagsOutput { 7175 s.Tags = v 7176 return s 7177} 7178 7179// Specifies the training algorithm to use in a CreateTrainingJob (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateTrainingJob.html) 7180// request. 7181// 7182// For more information about algorithms provided by Amazon SageMaker, see Algorithms 7183// (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). For information 7184// about using your own algorithms, see Using Your Own Algorithms with Amazon 7185// SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html). 7186type AlgorithmSpecification struct { 7187 _ struct{} `type:"structure"` 7188 7189 // The name of the algorithm resource to use for the training job. This must 7190 // be an algorithm resource that you created or subscribe to on AWS Marketplace. 7191 // If you specify a value for this parameter, you can't specify a value for 7192 // TrainingImage. 7193 AlgorithmName *string `min:"1" type:"string"` 7194 7195 // A list of metric definition objects. Each object specifies the metric name 7196 // and regular expressions used to parse algorithm logs. Amazon SageMaker publishes 7197 // each metric to Amazon CloudWatch. 7198 MetricDefinitions []*MetricDefinition `type:"list"` 7199 7200 // The registry path of the Docker image that contains the training algorithm. 7201 // For information about docker registry paths for built-in algorithms, see 7202 // Algorithms Provided by Amazon SageMaker: Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html). 7203 // Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest] 7204 // image path formats. For more information, see Using Your Own Algorithms with 7205 // Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html). 7206 TrainingImage *string `type:"string"` 7207 7208 // The input mode that the algorithm supports. For the input modes that Amazon 7209 // SageMaker algorithms support, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). 7210 // If an algorithm supports the File input mode, Amazon SageMaker downloads 7211 // the training data from S3 to the provisioned ML storage Volume, and mounts 7212 // the directory to docker volume for training container. If an algorithm supports 7213 // the Pipe input mode, Amazon SageMaker streams data directly from S3 to the 7214 // container. 7215 // 7216 // In File mode, make sure you provision ML storage volume with sufficient capacity 7217 // to accommodate the data download from S3. In addition to the training data, 7218 // the ML storage volume also stores the output model. The algorithm container 7219 // use ML storage volume to also store intermediate information, if any. 7220 // 7221 // For distributed algorithms using File mode, training data is distributed 7222 // uniformly, and your training duration is predictable if the input data objects 7223 // size is approximately same. Amazon SageMaker does not split the files any 7224 // further for model training. If the object sizes are skewed, training won't 7225 // be optimal as the data distribution is also skewed where one host in a training 7226 // cluster is overloaded, thus becoming bottleneck in training. 7227 // 7228 // TrainingInputMode is a required field 7229 TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"` 7230} 7231 7232// String returns the string representation 7233func (s AlgorithmSpecification) String() string { 7234 return awsutil.Prettify(s) 7235} 7236 7237// GoString returns the string representation 7238func (s AlgorithmSpecification) GoString() string { 7239 return s.String() 7240} 7241 7242// Validate inspects the fields of the type to determine if they are valid. 7243func (s *AlgorithmSpecification) Validate() error { 7244 invalidParams := request.ErrInvalidParams{Context: "AlgorithmSpecification"} 7245 if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 { 7246 invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1)) 7247 } 7248 if s.TrainingInputMode == nil { 7249 invalidParams.Add(request.NewErrParamRequired("TrainingInputMode")) 7250 } 7251 if s.MetricDefinitions != nil { 7252 for i, v := range s.MetricDefinitions { 7253 if v == nil { 7254 continue 7255 } 7256 if err := v.Validate(); err != nil { 7257 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricDefinitions", i), err.(request.ErrInvalidParams)) 7258 } 7259 } 7260 } 7261 7262 if invalidParams.Len() > 0 { 7263 return invalidParams 7264 } 7265 return nil 7266} 7267 7268// SetAlgorithmName sets the AlgorithmName field's value. 7269func (s *AlgorithmSpecification) SetAlgorithmName(v string) *AlgorithmSpecification { 7270 s.AlgorithmName = &v 7271 return s 7272} 7273 7274// SetMetricDefinitions sets the MetricDefinitions field's value. 7275func (s *AlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *AlgorithmSpecification { 7276 s.MetricDefinitions = v 7277 return s 7278} 7279 7280// SetTrainingImage sets the TrainingImage field's value. 7281func (s *AlgorithmSpecification) SetTrainingImage(v string) *AlgorithmSpecification { 7282 s.TrainingImage = &v 7283 return s 7284} 7285 7286// SetTrainingInputMode sets the TrainingInputMode field's value. 7287func (s *AlgorithmSpecification) SetTrainingInputMode(v string) *AlgorithmSpecification { 7288 s.TrainingInputMode = &v 7289 return s 7290} 7291 7292// Specifies the validation and image scan statuses of the algorithm. 7293type AlgorithmStatusDetails struct { 7294 _ struct{} `type:"structure"` 7295 7296 // The status of the scan of the algorithm's Docker image container. 7297 ImageScanStatuses []*AlgorithmStatusItem `type:"list"` 7298 7299 // The status of algorithm validation. 7300 ValidationStatuses []*AlgorithmStatusItem `type:"list"` 7301} 7302 7303// String returns the string representation 7304func (s AlgorithmStatusDetails) String() string { 7305 return awsutil.Prettify(s) 7306} 7307 7308// GoString returns the string representation 7309func (s AlgorithmStatusDetails) GoString() string { 7310 return s.String() 7311} 7312 7313// SetImageScanStatuses sets the ImageScanStatuses field's value. 7314func (s *AlgorithmStatusDetails) SetImageScanStatuses(v []*AlgorithmStatusItem) *AlgorithmStatusDetails { 7315 s.ImageScanStatuses = v 7316 return s 7317} 7318 7319// SetValidationStatuses sets the ValidationStatuses field's value. 7320func (s *AlgorithmStatusDetails) SetValidationStatuses(v []*AlgorithmStatusItem) *AlgorithmStatusDetails { 7321 s.ValidationStatuses = v 7322 return s 7323} 7324 7325// Represents the overall status of an algorithm. 7326type AlgorithmStatusItem struct { 7327 _ struct{} `type:"structure"` 7328 7329 // if the overall status is Failed, the reason for the failure. 7330 FailureReason *string `type:"string"` 7331 7332 // The name of the algorithm for which the overall status is being reported. 7333 // 7334 // Name is a required field 7335 Name *string `min:"1" type:"string" required:"true"` 7336 7337 // The current status. 7338 // 7339 // Status is a required field 7340 Status *string `type:"string" required:"true" enum:"DetailedAlgorithmStatus"` 7341} 7342 7343// String returns the string representation 7344func (s AlgorithmStatusItem) String() string { 7345 return awsutil.Prettify(s) 7346} 7347 7348// GoString returns the string representation 7349func (s AlgorithmStatusItem) GoString() string { 7350 return s.String() 7351} 7352 7353// SetFailureReason sets the FailureReason field's value. 7354func (s *AlgorithmStatusItem) SetFailureReason(v string) *AlgorithmStatusItem { 7355 s.FailureReason = &v 7356 return s 7357} 7358 7359// SetName sets the Name field's value. 7360func (s *AlgorithmStatusItem) SetName(v string) *AlgorithmStatusItem { 7361 s.Name = &v 7362 return s 7363} 7364 7365// SetStatus sets the Status field's value. 7366func (s *AlgorithmStatusItem) SetStatus(v string) *AlgorithmStatusItem { 7367 s.Status = &v 7368 return s 7369} 7370 7371// Provides summary information about an algorithm. 7372type AlgorithmSummary struct { 7373 _ struct{} `type:"structure"` 7374 7375 // The Amazon Resource Name (ARN) of the algorithm. 7376 // 7377 // AlgorithmArn is a required field 7378 AlgorithmArn *string `min:"1" type:"string" required:"true"` 7379 7380 // A brief description of the algorithm. 7381 AlgorithmDescription *string `type:"string"` 7382 7383 // The name of the algorithm that is described by the summary. 7384 // 7385 // AlgorithmName is a required field 7386 AlgorithmName *string `min:"1" type:"string" required:"true"` 7387 7388 // The overall status of the algorithm. 7389 // 7390 // AlgorithmStatus is a required field 7391 AlgorithmStatus *string `type:"string" required:"true" enum:"AlgorithmStatus"` 7392 7393 // A timestamp that shows when the algorithm was created. 7394 // 7395 // CreationTime is a required field 7396 CreationTime *time.Time `type:"timestamp" required:"true"` 7397} 7398 7399// String returns the string representation 7400func (s AlgorithmSummary) String() string { 7401 return awsutil.Prettify(s) 7402} 7403 7404// GoString returns the string representation 7405func (s AlgorithmSummary) GoString() string { 7406 return s.String() 7407} 7408 7409// SetAlgorithmArn sets the AlgorithmArn field's value. 7410func (s *AlgorithmSummary) SetAlgorithmArn(v string) *AlgorithmSummary { 7411 s.AlgorithmArn = &v 7412 return s 7413} 7414 7415// SetAlgorithmDescription sets the AlgorithmDescription field's value. 7416func (s *AlgorithmSummary) SetAlgorithmDescription(v string) *AlgorithmSummary { 7417 s.AlgorithmDescription = &v 7418 return s 7419} 7420 7421// SetAlgorithmName sets the AlgorithmName field's value. 7422func (s *AlgorithmSummary) SetAlgorithmName(v string) *AlgorithmSummary { 7423 s.AlgorithmName = &v 7424 return s 7425} 7426 7427// SetAlgorithmStatus sets the AlgorithmStatus field's value. 7428func (s *AlgorithmSummary) SetAlgorithmStatus(v string) *AlgorithmSummary { 7429 s.AlgorithmStatus = &v 7430 return s 7431} 7432 7433// SetCreationTime sets the CreationTime field's value. 7434func (s *AlgorithmSummary) SetCreationTime(v time.Time) *AlgorithmSummary { 7435 s.CreationTime = &v 7436 return s 7437} 7438 7439// Defines a training job and a batch transform job that Amazon SageMaker runs 7440// to validate your algorithm. 7441// 7442// The data provided in the validation profile is made available to your buyers 7443// on AWS Marketplace. 7444type AlgorithmValidationProfile struct { 7445 _ struct{} `type:"structure"` 7446 7447 // The name of the profile for the algorithm. The name must have 1 to 63 characters. 7448 // Valid characters are a-z, A-Z, 0-9, and - (hyphen). 7449 // 7450 // ProfileName is a required field 7451 ProfileName *string `min:"1" type:"string" required:"true"` 7452 7453 // The TrainingJobDefinition object that describes the training job that Amazon 7454 // SageMaker runs to validate your algorithm. 7455 // 7456 // TrainingJobDefinition is a required field 7457 TrainingJobDefinition *TrainingJobDefinition `type:"structure" required:"true"` 7458 7459 // The TransformJobDefinition object that describes the transform job that Amazon 7460 // SageMaker runs to validate your algorithm. 7461 TransformJobDefinition *TransformJobDefinition `type:"structure"` 7462} 7463 7464// String returns the string representation 7465func (s AlgorithmValidationProfile) String() string { 7466 return awsutil.Prettify(s) 7467} 7468 7469// GoString returns the string representation 7470func (s AlgorithmValidationProfile) GoString() string { 7471 return s.String() 7472} 7473 7474// Validate inspects the fields of the type to determine if they are valid. 7475func (s *AlgorithmValidationProfile) Validate() error { 7476 invalidParams := request.ErrInvalidParams{Context: "AlgorithmValidationProfile"} 7477 if s.ProfileName == nil { 7478 invalidParams.Add(request.NewErrParamRequired("ProfileName")) 7479 } 7480 if s.ProfileName != nil && len(*s.ProfileName) < 1 { 7481 invalidParams.Add(request.NewErrParamMinLen("ProfileName", 1)) 7482 } 7483 if s.TrainingJobDefinition == nil { 7484 invalidParams.Add(request.NewErrParamRequired("TrainingJobDefinition")) 7485 } 7486 if s.TrainingJobDefinition != nil { 7487 if err := s.TrainingJobDefinition.Validate(); err != nil { 7488 invalidParams.AddNested("TrainingJobDefinition", err.(request.ErrInvalidParams)) 7489 } 7490 } 7491 if s.TransformJobDefinition != nil { 7492 if err := s.TransformJobDefinition.Validate(); err != nil { 7493 invalidParams.AddNested("TransformJobDefinition", err.(request.ErrInvalidParams)) 7494 } 7495 } 7496 7497 if invalidParams.Len() > 0 { 7498 return invalidParams 7499 } 7500 return nil 7501} 7502 7503// SetProfileName sets the ProfileName field's value. 7504func (s *AlgorithmValidationProfile) SetProfileName(v string) *AlgorithmValidationProfile { 7505 s.ProfileName = &v 7506 return s 7507} 7508 7509// SetTrainingJobDefinition sets the TrainingJobDefinition field's value. 7510func (s *AlgorithmValidationProfile) SetTrainingJobDefinition(v *TrainingJobDefinition) *AlgorithmValidationProfile { 7511 s.TrainingJobDefinition = v 7512 return s 7513} 7514 7515// SetTransformJobDefinition sets the TransformJobDefinition field's value. 7516func (s *AlgorithmValidationProfile) SetTransformJobDefinition(v *TransformJobDefinition) *AlgorithmValidationProfile { 7517 s.TransformJobDefinition = v 7518 return s 7519} 7520 7521// Specifies configurations for one or more training jobs that Amazon SageMaker 7522// runs to test the algorithm. 7523type AlgorithmValidationSpecification struct { 7524 _ struct{} `type:"structure"` 7525 7526 // An array of AlgorithmValidationProfile objects, each of which specifies a 7527 // training job and batch transform job that Amazon SageMaker runs to validate 7528 // your algorithm. 7529 // 7530 // ValidationProfiles is a required field 7531 ValidationProfiles []*AlgorithmValidationProfile `min:"1" type:"list" required:"true"` 7532 7533 // The IAM roles that Amazon SageMaker uses to run the training jobs. 7534 // 7535 // ValidationRole is a required field 7536 ValidationRole *string `min:"20" type:"string" required:"true"` 7537} 7538 7539// String returns the string representation 7540func (s AlgorithmValidationSpecification) String() string { 7541 return awsutil.Prettify(s) 7542} 7543 7544// GoString returns the string representation 7545func (s AlgorithmValidationSpecification) GoString() string { 7546 return s.String() 7547} 7548 7549// Validate inspects the fields of the type to determine if they are valid. 7550func (s *AlgorithmValidationSpecification) Validate() error { 7551 invalidParams := request.ErrInvalidParams{Context: "AlgorithmValidationSpecification"} 7552 if s.ValidationProfiles == nil { 7553 invalidParams.Add(request.NewErrParamRequired("ValidationProfiles")) 7554 } 7555 if s.ValidationProfiles != nil && len(s.ValidationProfiles) < 1 { 7556 invalidParams.Add(request.NewErrParamMinLen("ValidationProfiles", 1)) 7557 } 7558 if s.ValidationRole == nil { 7559 invalidParams.Add(request.NewErrParamRequired("ValidationRole")) 7560 } 7561 if s.ValidationRole != nil && len(*s.ValidationRole) < 20 { 7562 invalidParams.Add(request.NewErrParamMinLen("ValidationRole", 20)) 7563 } 7564 if s.ValidationProfiles != nil { 7565 for i, v := range s.ValidationProfiles { 7566 if v == nil { 7567 continue 7568 } 7569 if err := v.Validate(); err != nil { 7570 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ValidationProfiles", i), err.(request.ErrInvalidParams)) 7571 } 7572 } 7573 } 7574 7575 if invalidParams.Len() > 0 { 7576 return invalidParams 7577 } 7578 return nil 7579} 7580 7581// SetValidationProfiles sets the ValidationProfiles field's value. 7582func (s *AlgorithmValidationSpecification) SetValidationProfiles(v []*AlgorithmValidationProfile) *AlgorithmValidationSpecification { 7583 s.ValidationProfiles = v 7584 return s 7585} 7586 7587// SetValidationRole sets the ValidationRole field's value. 7588func (s *AlgorithmValidationSpecification) SetValidationRole(v string) *AlgorithmValidationSpecification { 7589 s.ValidationRole = &v 7590 return s 7591} 7592 7593// Configures how labels are consolidated across human workers. 7594type AnnotationConsolidationConfig struct { 7595 _ struct{} `type:"structure"` 7596 7597 // The Amazon Resource Name (ARN) of a Lambda function implements the logic 7598 // for annotation consolidation. 7599 // 7600 // For the built-in bounding box, image classification, semantic segmentation, 7601 // and text classification task types, Amazon SageMaker Ground Truth provides 7602 // the following Lambda functions: 7603 // 7604 // * Bounding box - Finds the most similar boxes from different workers based 7605 // on the Jaccard index of the boxes. arn:aws:lambda:us-east-1:432418664414:function:ACS-BoundingBox 7606 // arn:aws:lambda:us-east-2:266458841044:function:ACS-BoundingBox arn:aws:lambda:us-west-2:081040173940:function:ACS-BoundingBox 7607 // arn:aws:lambda:eu-west-1:568282634449:function:ACS-BoundingBox arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-BoundingBox 7608 // arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-BoundingBox arn:aws:lambda:ap-south-1:565803892007:function:ACS-BoundingBox 7609 // arn:aws:lambda:eu-central-1:203001061592:function:ACS-BoundingBox arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-BoundingBox 7610 // arn:aws:lambda:eu-west-2:487402164563:function:ACS-BoundingBox arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-BoundingBox 7611 // arn:aws:lambda:ca-central-1:918755190332:function:ACS-BoundingBox 7612 // 7613 // * Image classification - Uses a variant of the Expectation Maximization 7614 // approach to estimate the true class of an image based on annotations from 7615 // individual workers. arn:aws:lambda:us-east-1:432418664414:function:ACS-ImageMultiClass 7616 // arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClass arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClass 7617 // arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClass arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClass 7618 // arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClass 7619 // arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClass 7620 // arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClass 7621 // arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClass 7622 // arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClass 7623 // 7624 // * Semantic segmentation - Treats each pixel in an image as a multi-class 7625 // classification and treats pixel annotations from workers as "votes" for 7626 // the correct label. arn:aws:lambda:us-east-1:432418664414:function:ACS-SemanticSegmentation 7627 // arn:aws:lambda:us-east-2:266458841044:function:ACS-SemanticSegmentation 7628 // arn:aws:lambda:us-west-2:081040173940:function:ACS-SemanticSegmentation 7629 // arn:aws:lambda:eu-west-1:568282634449:function:ACS-SemanticSegmentation 7630 // arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-SemanticSegmentation 7631 // arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-SemanticSegmentation 7632 // arn:aws:lambda:ap-south-1:565803892007:function:ACS-SemanticSegmentation 7633 // arn:aws:lambda:eu-central-1:203001061592:function:ACS-SemanticSegmentation 7634 // arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-SemanticSegmentation 7635 // arn:aws:lambda:eu-west-2:487402164563:function:ACS-SemanticSegmentation 7636 // arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-SemanticSegmentation 7637 // arn:aws:lambda:ca-central-1:918755190332:function:ACS-SemanticSegmentation 7638 // 7639 // * Text classification - Uses a variant of the Expectation Maximization 7640 // approach to estimate the true class of text based on annotations from 7641 // individual workers. arn:aws:lambda:us-east-1:432418664414:function:ACS-TextMultiClass 7642 // arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClass arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClass 7643 // arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClass arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClass 7644 // arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClass 7645 // arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClass 7646 // arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClass 7647 // arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClass 7648 // arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClass 7649 // 7650 // * Named entity eecognition - Groups similar selections and calculates 7651 // aggregate boundaries, resolving to most-assigned label. arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition 7652 // arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition 7653 // arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition 7654 // arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition 7655 // arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition 7656 // arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition 7657 // arn:aws:lambda:ap-south-1:565803892007:function:ACS-NamedEntityRecognition 7658 // arn:aws:lambda:eu-central-1:203001061592:function:ACS-NamedEntityRecognition 7659 // arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-NamedEntityRecognition 7660 // arn:aws:lambda:eu-west-2:487402164563:function:ACS-NamedEntityRecognition 7661 // arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-NamedEntityRecognition 7662 // arn:aws:lambda:ca-central-1:918755190332:function:ACS-NamedEntityRecognition 7663 // 7664 // * Named entity eecognition - Groups similar selections and calculates 7665 // aggregate boundaries, resolving to most-assigned label. arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition 7666 // arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition 7667 // arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition 7668 // arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition 7669 // arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition 7670 // arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition 7671 // 7672 // For more information, see Annotation Consolidation (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html). 7673 // 7674 // AnnotationConsolidationLambdaArn is a required field 7675 AnnotationConsolidationLambdaArn *string `type:"string" required:"true"` 7676} 7677 7678// String returns the string representation 7679func (s AnnotationConsolidationConfig) String() string { 7680 return awsutil.Prettify(s) 7681} 7682 7683// GoString returns the string representation 7684func (s AnnotationConsolidationConfig) GoString() string { 7685 return s.String() 7686} 7687 7688// Validate inspects the fields of the type to determine if they are valid. 7689func (s *AnnotationConsolidationConfig) Validate() error { 7690 invalidParams := request.ErrInvalidParams{Context: "AnnotationConsolidationConfig"} 7691 if s.AnnotationConsolidationLambdaArn == nil { 7692 invalidParams.Add(request.NewErrParamRequired("AnnotationConsolidationLambdaArn")) 7693 } 7694 7695 if invalidParams.Len() > 0 { 7696 return invalidParams 7697 } 7698 return nil 7699} 7700 7701// SetAnnotationConsolidationLambdaArn sets the AnnotationConsolidationLambdaArn field's value. 7702func (s *AnnotationConsolidationConfig) SetAnnotationConsolidationLambdaArn(v string) *AnnotationConsolidationConfig { 7703 s.AnnotationConsolidationLambdaArn = &v 7704 return s 7705} 7706 7707// A list of categorical hyperparameters to tune. 7708type CategoricalParameterRange struct { 7709 _ struct{} `type:"structure"` 7710 7711 // The name of the categorical hyperparameter to tune. 7712 // 7713 // Name is a required field 7714 Name *string `type:"string" required:"true"` 7715 7716 // A list of the categories for the hyperparameter. 7717 // 7718 // Values is a required field 7719 Values []*string `min:"1" type:"list" required:"true"` 7720} 7721 7722// String returns the string representation 7723func (s CategoricalParameterRange) String() string { 7724 return awsutil.Prettify(s) 7725} 7726 7727// GoString returns the string representation 7728func (s CategoricalParameterRange) GoString() string { 7729 return s.String() 7730} 7731 7732// Validate inspects the fields of the type to determine if they are valid. 7733func (s *CategoricalParameterRange) Validate() error { 7734 invalidParams := request.ErrInvalidParams{Context: "CategoricalParameterRange"} 7735 if s.Name == nil { 7736 invalidParams.Add(request.NewErrParamRequired("Name")) 7737 } 7738 if s.Values == nil { 7739 invalidParams.Add(request.NewErrParamRequired("Values")) 7740 } 7741 if s.Values != nil && len(s.Values) < 1 { 7742 invalidParams.Add(request.NewErrParamMinLen("Values", 1)) 7743 } 7744 7745 if invalidParams.Len() > 0 { 7746 return invalidParams 7747 } 7748 return nil 7749} 7750 7751// SetName sets the Name field's value. 7752func (s *CategoricalParameterRange) SetName(v string) *CategoricalParameterRange { 7753 s.Name = &v 7754 return s 7755} 7756 7757// SetValues sets the Values field's value. 7758func (s *CategoricalParameterRange) SetValues(v []*string) *CategoricalParameterRange { 7759 s.Values = v 7760 return s 7761} 7762 7763// Defines the possible values for a categorical hyperparameter. 7764type CategoricalParameterRangeSpecification struct { 7765 _ struct{} `type:"structure"` 7766 7767 // The allowed categories for the hyperparameter. 7768 // 7769 // Values is a required field 7770 Values []*string `min:"1" type:"list" required:"true"` 7771} 7772 7773// String returns the string representation 7774func (s CategoricalParameterRangeSpecification) String() string { 7775 return awsutil.Prettify(s) 7776} 7777 7778// GoString returns the string representation 7779func (s CategoricalParameterRangeSpecification) GoString() string { 7780 return s.String() 7781} 7782 7783// Validate inspects the fields of the type to determine if they are valid. 7784func (s *CategoricalParameterRangeSpecification) Validate() error { 7785 invalidParams := request.ErrInvalidParams{Context: "CategoricalParameterRangeSpecification"} 7786 if s.Values == nil { 7787 invalidParams.Add(request.NewErrParamRequired("Values")) 7788 } 7789 if s.Values != nil && len(s.Values) < 1 { 7790 invalidParams.Add(request.NewErrParamMinLen("Values", 1)) 7791 } 7792 7793 if invalidParams.Len() > 0 { 7794 return invalidParams 7795 } 7796 return nil 7797} 7798 7799// SetValues sets the Values field's value. 7800func (s *CategoricalParameterRangeSpecification) SetValues(v []*string) *CategoricalParameterRangeSpecification { 7801 s.Values = v 7802 return s 7803} 7804 7805// A channel is a named input source that training algorithms can consume. 7806type Channel struct { 7807 _ struct{} `type:"structure"` 7808 7809 // The name of the channel. 7810 // 7811 // ChannelName is a required field 7812 ChannelName *string `min:"1" type:"string" required:"true"` 7813 7814 // If training data is compressed, the compression type. The default value is 7815 // None. CompressionType is used only in Pipe input mode. In File mode, leave 7816 // this field unset or set it to None. 7817 CompressionType *string `type:"string" enum:"CompressionType"` 7818 7819 // The MIME type of the data. 7820 ContentType *string `type:"string"` 7821 7822 // The location of the channel data. 7823 // 7824 // DataSource is a required field 7825 DataSource *DataSource `type:"structure" required:"true"` 7826 7827 // (Optional) The input mode to use for the data channel in a training job. 7828 // If you don't set a value for InputMode, Amazon SageMaker uses the value set 7829 // for TrainingInputMode. Use this parameter to override the TrainingInputMode 7830 // setting in a AlgorithmSpecification request when you have a channel that 7831 // needs a different input mode from the training job's general setting. To 7832 // download the data from Amazon Simple Storage Service (Amazon S3) to the provisioned 7833 // ML storage volume, and mount the directory to a Docker volume, use File input 7834 // mode. To stream data directly from Amazon S3 to the container, choose Pipe 7835 // input mode. 7836 // 7837 // To use a model for incremental training, choose File input model. 7838 InputMode *string `type:"string" enum:"TrainingInputMode"` 7839 7840 // Specify RecordIO as the value when input data is in raw format but the training 7841 // algorithm requires the RecordIO format. In this case, Amazon SageMaker wraps 7842 // each individual S3 object in a RecordIO record. If the input data is already 7843 // in RecordIO format, you don't need to set this attribute. For more information, 7844 // see Create a Dataset Using RecordIO (https://mxnet.incubator.apache.org/architecture/note_data_loading.html#data-format). 7845 // 7846 // In File mode, leave this field unset or set it to None. 7847 RecordWrapperType *string `type:"string" enum:"RecordWrapper"` 7848 7849 // A configuration for a shuffle option for input data in a channel. If you 7850 // use S3Prefix for S3DataType, this shuffles the results of the S3 key prefix 7851 // matches. If you use ManifestFile, the order of the S3 object references in 7852 // the ManifestFile is shuffled. If you use AugmentedManifestFile, the order 7853 // of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling 7854 // order is determined using the Seed value. 7855 // 7856 // For Pipe input mode, shuffling is done at the start of every epoch. With 7857 // large datasets this ensures that the order of the training data is different 7858 // for each epoch, it helps reduce bias and possible overfitting. In a multi-node 7859 // training job when ShuffleConfig is combined with S3DataDistributionType of 7860 // ShardedByS3Key, the data is shuffled across nodes so that the content sent 7861 // to a particular node on the first epoch might be sent to a different node 7862 // on the second epoch. 7863 ShuffleConfig *ShuffleConfig `type:"structure"` 7864} 7865 7866// String returns the string representation 7867func (s Channel) String() string { 7868 return awsutil.Prettify(s) 7869} 7870 7871// GoString returns the string representation 7872func (s Channel) GoString() string { 7873 return s.String() 7874} 7875 7876// Validate inspects the fields of the type to determine if they are valid. 7877func (s *Channel) Validate() error { 7878 invalidParams := request.ErrInvalidParams{Context: "Channel"} 7879 if s.ChannelName == nil { 7880 invalidParams.Add(request.NewErrParamRequired("ChannelName")) 7881 } 7882 if s.ChannelName != nil && len(*s.ChannelName) < 1 { 7883 invalidParams.Add(request.NewErrParamMinLen("ChannelName", 1)) 7884 } 7885 if s.DataSource == nil { 7886 invalidParams.Add(request.NewErrParamRequired("DataSource")) 7887 } 7888 if s.DataSource != nil { 7889 if err := s.DataSource.Validate(); err != nil { 7890 invalidParams.AddNested("DataSource", err.(request.ErrInvalidParams)) 7891 } 7892 } 7893 if s.ShuffleConfig != nil { 7894 if err := s.ShuffleConfig.Validate(); err != nil { 7895 invalidParams.AddNested("ShuffleConfig", err.(request.ErrInvalidParams)) 7896 } 7897 } 7898 7899 if invalidParams.Len() > 0 { 7900 return invalidParams 7901 } 7902 return nil 7903} 7904 7905// SetChannelName sets the ChannelName field's value. 7906func (s *Channel) SetChannelName(v string) *Channel { 7907 s.ChannelName = &v 7908 return s 7909} 7910 7911// SetCompressionType sets the CompressionType field's value. 7912func (s *Channel) SetCompressionType(v string) *Channel { 7913 s.CompressionType = &v 7914 return s 7915} 7916 7917// SetContentType sets the ContentType field's value. 7918func (s *Channel) SetContentType(v string) *Channel { 7919 s.ContentType = &v 7920 return s 7921} 7922 7923// SetDataSource sets the DataSource field's value. 7924func (s *Channel) SetDataSource(v *DataSource) *Channel { 7925 s.DataSource = v 7926 return s 7927} 7928 7929// SetInputMode sets the InputMode field's value. 7930func (s *Channel) SetInputMode(v string) *Channel { 7931 s.InputMode = &v 7932 return s 7933} 7934 7935// SetRecordWrapperType sets the RecordWrapperType field's value. 7936func (s *Channel) SetRecordWrapperType(v string) *Channel { 7937 s.RecordWrapperType = &v 7938 return s 7939} 7940 7941// SetShuffleConfig sets the ShuffleConfig field's value. 7942func (s *Channel) SetShuffleConfig(v *ShuffleConfig) *Channel { 7943 s.ShuffleConfig = v 7944 return s 7945} 7946 7947// Defines a named input source, called a channel, to be used by an algorithm. 7948type ChannelSpecification struct { 7949 _ struct{} `type:"structure"` 7950 7951 // A brief description of the channel. 7952 Description *string `type:"string"` 7953 7954 // Indicates whether the channel is required by the algorithm. 7955 IsRequired *bool `type:"boolean"` 7956 7957 // The name of the channel. 7958 // 7959 // Name is a required field 7960 Name *string `min:"1" type:"string" required:"true"` 7961 7962 // The allowed compression types, if data compression is used. 7963 SupportedCompressionTypes []*string `type:"list"` 7964 7965 // The supported MIME types for the data. 7966 // 7967 // SupportedContentTypes is a required field 7968 SupportedContentTypes []*string `type:"list" required:"true"` 7969 7970 // The allowed input mode, either FILE or PIPE. 7971 // 7972 // In FILE mode, Amazon SageMaker copies the data from the input source onto 7973 // the local Amazon Elastic Block Store (Amazon EBS) volumes before starting 7974 // your training algorithm. This is the most commonly used input mode. 7975 // 7976 // In PIPE mode, Amazon SageMaker streams input data from the source directly 7977 // to your algorithm without using the EBS volume. 7978 // 7979 // SupportedInputModes is a required field 7980 SupportedInputModes []*string `min:"1" type:"list" required:"true"` 7981} 7982 7983// String returns the string representation 7984func (s ChannelSpecification) String() string { 7985 return awsutil.Prettify(s) 7986} 7987 7988// GoString returns the string representation 7989func (s ChannelSpecification) GoString() string { 7990 return s.String() 7991} 7992 7993// Validate inspects the fields of the type to determine if they are valid. 7994func (s *ChannelSpecification) Validate() error { 7995 invalidParams := request.ErrInvalidParams{Context: "ChannelSpecification"} 7996 if s.Name == nil { 7997 invalidParams.Add(request.NewErrParamRequired("Name")) 7998 } 7999 if s.Name != nil && len(*s.Name) < 1 { 8000 invalidParams.Add(request.NewErrParamMinLen("Name", 1)) 8001 } 8002 if s.SupportedContentTypes == nil { 8003 invalidParams.Add(request.NewErrParamRequired("SupportedContentTypes")) 8004 } 8005 if s.SupportedInputModes == nil { 8006 invalidParams.Add(request.NewErrParamRequired("SupportedInputModes")) 8007 } 8008 if s.SupportedInputModes != nil && len(s.SupportedInputModes) < 1 { 8009 invalidParams.Add(request.NewErrParamMinLen("SupportedInputModes", 1)) 8010 } 8011 8012 if invalidParams.Len() > 0 { 8013 return invalidParams 8014 } 8015 return nil 8016} 8017 8018// SetDescription sets the Description field's value. 8019func (s *ChannelSpecification) SetDescription(v string) *ChannelSpecification { 8020 s.Description = &v 8021 return s 8022} 8023 8024// SetIsRequired sets the IsRequired field's value. 8025func (s *ChannelSpecification) SetIsRequired(v bool) *ChannelSpecification { 8026 s.IsRequired = &v 8027 return s 8028} 8029 8030// SetName sets the Name field's value. 8031func (s *ChannelSpecification) SetName(v string) *ChannelSpecification { 8032 s.Name = &v 8033 return s 8034} 8035 8036// SetSupportedCompressionTypes sets the SupportedCompressionTypes field's value. 8037func (s *ChannelSpecification) SetSupportedCompressionTypes(v []*string) *ChannelSpecification { 8038 s.SupportedCompressionTypes = v 8039 return s 8040} 8041 8042// SetSupportedContentTypes sets the SupportedContentTypes field's value. 8043func (s *ChannelSpecification) SetSupportedContentTypes(v []*string) *ChannelSpecification { 8044 s.SupportedContentTypes = v 8045 return s 8046} 8047 8048// SetSupportedInputModes sets the SupportedInputModes field's value. 8049func (s *ChannelSpecification) SetSupportedInputModes(v []*string) *ChannelSpecification { 8050 s.SupportedInputModes = v 8051 return s 8052} 8053 8054// Contains information about the output location for managed spot training 8055// checkpoint data. 8056type CheckpointConfig struct { 8057 _ struct{} `type:"structure"` 8058 8059 // (Optional) The local directory where checkpoints are written. The default 8060 // directory is /opt/ml/checkpoints/. 8061 LocalPath *string `type:"string"` 8062 8063 // Identifies the S3 path where you want Amazon SageMaker to store checkpoints. 8064 // For example, s3://bucket-name/key-name-prefix. 8065 // 8066 // S3Uri is a required field 8067 S3Uri *string `type:"string" required:"true"` 8068} 8069 8070// String returns the string representation 8071func (s CheckpointConfig) String() string { 8072 return awsutil.Prettify(s) 8073} 8074 8075// GoString returns the string representation 8076func (s CheckpointConfig) GoString() string { 8077 return s.String() 8078} 8079 8080// Validate inspects the fields of the type to determine if they are valid. 8081func (s *CheckpointConfig) Validate() error { 8082 invalidParams := request.ErrInvalidParams{Context: "CheckpointConfig"} 8083 if s.S3Uri == nil { 8084 invalidParams.Add(request.NewErrParamRequired("S3Uri")) 8085 } 8086 8087 if invalidParams.Len() > 0 { 8088 return invalidParams 8089 } 8090 return nil 8091} 8092 8093// SetLocalPath sets the LocalPath field's value. 8094func (s *CheckpointConfig) SetLocalPath(v string) *CheckpointConfig { 8095 s.LocalPath = &v 8096 return s 8097} 8098 8099// SetS3Uri sets the S3Uri field's value. 8100func (s *CheckpointConfig) SetS3Uri(v string) *CheckpointConfig { 8101 s.S3Uri = &v 8102 return s 8103} 8104 8105// Specifies summary information about a Git repository. 8106type CodeRepositorySummary struct { 8107 _ struct{} `type:"structure"` 8108 8109 // The Amazon Resource Name (ARN) of the Git repository. 8110 // 8111 // CodeRepositoryArn is a required field 8112 CodeRepositoryArn *string `min:"1" type:"string" required:"true"` 8113 8114 // The name of the Git repository. 8115 // 8116 // CodeRepositoryName is a required field 8117 CodeRepositoryName *string `min:"1" type:"string" required:"true"` 8118 8119 // The date and time that the Git repository was created. 8120 // 8121 // CreationTime is a required field 8122 CreationTime *time.Time `type:"timestamp" required:"true"` 8123 8124 // Configuration details for the Git repository, including the URL where it 8125 // is located and the ARN of the AWS Secrets Manager secret that contains the 8126 // credentials used to access the repository. 8127 GitConfig *GitConfig `type:"structure"` 8128 8129 // The date and time that the Git repository was last modified. 8130 // 8131 // LastModifiedTime is a required field 8132 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 8133} 8134 8135// String returns the string representation 8136func (s CodeRepositorySummary) String() string { 8137 return awsutil.Prettify(s) 8138} 8139 8140// GoString returns the string representation 8141func (s CodeRepositorySummary) GoString() string { 8142 return s.String() 8143} 8144 8145// SetCodeRepositoryArn sets the CodeRepositoryArn field's value. 8146func (s *CodeRepositorySummary) SetCodeRepositoryArn(v string) *CodeRepositorySummary { 8147 s.CodeRepositoryArn = &v 8148 return s 8149} 8150 8151// SetCodeRepositoryName sets the CodeRepositoryName field's value. 8152func (s *CodeRepositorySummary) SetCodeRepositoryName(v string) *CodeRepositorySummary { 8153 s.CodeRepositoryName = &v 8154 return s 8155} 8156 8157// SetCreationTime sets the CreationTime field's value. 8158func (s *CodeRepositorySummary) SetCreationTime(v time.Time) *CodeRepositorySummary { 8159 s.CreationTime = &v 8160 return s 8161} 8162 8163// SetGitConfig sets the GitConfig field's value. 8164func (s *CodeRepositorySummary) SetGitConfig(v *GitConfig) *CodeRepositorySummary { 8165 s.GitConfig = v 8166 return s 8167} 8168 8169// SetLastModifiedTime sets the LastModifiedTime field's value. 8170func (s *CodeRepositorySummary) SetLastModifiedTime(v time.Time) *CodeRepositorySummary { 8171 s.LastModifiedTime = &v 8172 return s 8173} 8174 8175// Identifies a Amazon Cognito user group. A user group can be used in on or 8176// more work teams. 8177type CognitoMemberDefinition struct { 8178 _ struct{} `type:"structure"` 8179 8180 // An identifier for an application client. You must create the app client ID 8181 // using Amazon Cognito. 8182 // 8183 // ClientId is a required field 8184 ClientId *string `min:"1" type:"string" required:"true"` 8185 8186 // An identifier for a user group. 8187 // 8188 // UserGroup is a required field 8189 UserGroup *string `min:"1" type:"string" required:"true"` 8190 8191 // An identifier for a user pool. The user pool must be in the same region as 8192 // the service that you are calling. 8193 // 8194 // UserPool is a required field 8195 UserPool *string `min:"1" type:"string" required:"true"` 8196} 8197 8198// String returns the string representation 8199func (s CognitoMemberDefinition) String() string { 8200 return awsutil.Prettify(s) 8201} 8202 8203// GoString returns the string representation 8204func (s CognitoMemberDefinition) GoString() string { 8205 return s.String() 8206} 8207 8208// Validate inspects the fields of the type to determine if they are valid. 8209func (s *CognitoMemberDefinition) Validate() error { 8210 invalidParams := request.ErrInvalidParams{Context: "CognitoMemberDefinition"} 8211 if s.ClientId == nil { 8212 invalidParams.Add(request.NewErrParamRequired("ClientId")) 8213 } 8214 if s.ClientId != nil && len(*s.ClientId) < 1 { 8215 invalidParams.Add(request.NewErrParamMinLen("ClientId", 1)) 8216 } 8217 if s.UserGroup == nil { 8218 invalidParams.Add(request.NewErrParamRequired("UserGroup")) 8219 } 8220 if s.UserGroup != nil && len(*s.UserGroup) < 1 { 8221 invalidParams.Add(request.NewErrParamMinLen("UserGroup", 1)) 8222 } 8223 if s.UserPool == nil { 8224 invalidParams.Add(request.NewErrParamRequired("UserPool")) 8225 } 8226 if s.UserPool != nil && len(*s.UserPool) < 1 { 8227 invalidParams.Add(request.NewErrParamMinLen("UserPool", 1)) 8228 } 8229 8230 if invalidParams.Len() > 0 { 8231 return invalidParams 8232 } 8233 return nil 8234} 8235 8236// SetClientId sets the ClientId field's value. 8237func (s *CognitoMemberDefinition) SetClientId(v string) *CognitoMemberDefinition { 8238 s.ClientId = &v 8239 return s 8240} 8241 8242// SetUserGroup sets the UserGroup field's value. 8243func (s *CognitoMemberDefinition) SetUserGroup(v string) *CognitoMemberDefinition { 8244 s.UserGroup = &v 8245 return s 8246} 8247 8248// SetUserPool sets the UserPool field's value. 8249func (s *CognitoMemberDefinition) SetUserPool(v string) *CognitoMemberDefinition { 8250 s.UserPool = &v 8251 return s 8252} 8253 8254// A summary of a model compilation job. 8255type CompilationJobSummary struct { 8256 _ struct{} `type:"structure"` 8257 8258 // The time when the model compilation job completed. 8259 CompilationEndTime *time.Time `type:"timestamp"` 8260 8261 // The Amazon Resource Name (ARN) of the model compilation job. 8262 // 8263 // CompilationJobArn is a required field 8264 CompilationJobArn *string `type:"string" required:"true"` 8265 8266 // The name of the model compilation job that you want a summary for. 8267 // 8268 // CompilationJobName is a required field 8269 CompilationJobName *string `min:"1" type:"string" required:"true"` 8270 8271 // The status of the model compilation job. 8272 // 8273 // CompilationJobStatus is a required field 8274 CompilationJobStatus *string `type:"string" required:"true" enum:"CompilationJobStatus"` 8275 8276 // The time when the model compilation job started. 8277 CompilationStartTime *time.Time `type:"timestamp"` 8278 8279 // The type of device that the model will run on after compilation has completed. 8280 // 8281 // CompilationTargetDevice is a required field 8282 CompilationTargetDevice *string `type:"string" required:"true" enum:"TargetDevice"` 8283 8284 // The time when the model compilation job was created. 8285 // 8286 // CreationTime is a required field 8287 CreationTime *time.Time `type:"timestamp" required:"true"` 8288 8289 // The time when the model compilation job was last modified. 8290 LastModifiedTime *time.Time `type:"timestamp"` 8291} 8292 8293// String returns the string representation 8294func (s CompilationJobSummary) String() string { 8295 return awsutil.Prettify(s) 8296} 8297 8298// GoString returns the string representation 8299func (s CompilationJobSummary) GoString() string { 8300 return s.String() 8301} 8302 8303// SetCompilationEndTime sets the CompilationEndTime field's value. 8304func (s *CompilationJobSummary) SetCompilationEndTime(v time.Time) *CompilationJobSummary { 8305 s.CompilationEndTime = &v 8306 return s 8307} 8308 8309// SetCompilationJobArn sets the CompilationJobArn field's value. 8310func (s *CompilationJobSummary) SetCompilationJobArn(v string) *CompilationJobSummary { 8311 s.CompilationJobArn = &v 8312 return s 8313} 8314 8315// SetCompilationJobName sets the CompilationJobName field's value. 8316func (s *CompilationJobSummary) SetCompilationJobName(v string) *CompilationJobSummary { 8317 s.CompilationJobName = &v 8318 return s 8319} 8320 8321// SetCompilationJobStatus sets the CompilationJobStatus field's value. 8322func (s *CompilationJobSummary) SetCompilationJobStatus(v string) *CompilationJobSummary { 8323 s.CompilationJobStatus = &v 8324 return s 8325} 8326 8327// SetCompilationStartTime sets the CompilationStartTime field's value. 8328func (s *CompilationJobSummary) SetCompilationStartTime(v time.Time) *CompilationJobSummary { 8329 s.CompilationStartTime = &v 8330 return s 8331} 8332 8333// SetCompilationTargetDevice sets the CompilationTargetDevice field's value. 8334func (s *CompilationJobSummary) SetCompilationTargetDevice(v string) *CompilationJobSummary { 8335 s.CompilationTargetDevice = &v 8336 return s 8337} 8338 8339// SetCreationTime sets the CreationTime field's value. 8340func (s *CompilationJobSummary) SetCreationTime(v time.Time) *CompilationJobSummary { 8341 s.CreationTime = &v 8342 return s 8343} 8344 8345// SetLastModifiedTime sets the LastModifiedTime field's value. 8346func (s *CompilationJobSummary) SetLastModifiedTime(v time.Time) *CompilationJobSummary { 8347 s.LastModifiedTime = &v 8348 return s 8349} 8350 8351// Describes the container, as part of model definition. 8352type ContainerDefinition struct { 8353 _ struct{} `type:"structure"` 8354 8355 // This parameter is ignored for models that contain only a PrimaryContainer. 8356 // 8357 // When a ContainerDefinition is part of an inference pipeline, the value of 8358 // ths parameter uniquely identifies the container for the purposes of logging 8359 // and metrics. For information, see Use Logs and Metrics to Monitor an Inference 8360 // Pipeline (https://docs.aws.amazon.com/sagemaker/latest/dg/inference-pipeline-logs-metrics.html). 8361 // If you don't specify a value for this parameter for a ContainerDefinition 8362 // that is part of an inference pipeline, a unique name is automatically assigned 8363 // based on the position of the ContainerDefinition in the pipeline. If you 8364 // specify a value for the ContainerHostName for any ContainerDefinition that 8365 // is part of an inference pipeline, you must specify a value for the ContainerHostName 8366 // parameter of every ContainerDefinition in that pipeline. 8367 ContainerHostname *string `type:"string"` 8368 8369 // The environment variables to set in the Docker container. Each key and value 8370 // in the Environment string to string map can have length of up to 1024. We 8371 // support up to 16 entries in the map. 8372 Environment map[string]*string `type:"map"` 8373 8374 // The Amazon EC2 Container Registry (Amazon ECR) path where inference code 8375 // is stored. If you are using your own custom algorithm instead of an algorithm 8376 // provided by Amazon SageMaker, the inference code must meet Amazon SageMaker 8377 // requirements. Amazon SageMaker supports both registry/repository[:tag] and 8378 // registry/repository[@digest] image path formats. For more information, see 8379 // Using Your Own Algorithms with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html) 8380 Image *string `type:"string"` 8381 8382 // The S3 path where the model artifacts, which result from model training, 8383 // are stored. This path must point to a single gzip compressed tar archive 8384 // (.tar.gz suffix). The S3 path is required for Amazon SageMaker built-in algorithms, 8385 // but not if you use your own algorithms. For more information on built-in 8386 // algorithms, see Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html). 8387 // 8388 // If you provide a value for this parameter, Amazon SageMaker uses AWS Security 8389 // Token Service to download model artifacts from the S3 path you provide. AWS 8390 // STS is activated in your IAM user account by default. If you previously deactivated 8391 // AWS STS for a region, you need to reactivate AWS STS for that region. For 8392 // more information, see Activating and Deactivating AWS STS in an AWS Region 8393 // (https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html) 8394 // in the AWS Identity and Access Management User Guide. 8395 // 8396 // If you use a built-in algorithm to create a model, Amazon SageMaker requires 8397 // that you provide a S3 path to the model artifacts in ModelDataUrl. 8398 ModelDataUrl *string `type:"string"` 8399 8400 // The name or Amazon Resource Name (ARN) of the model package to use to create 8401 // the model. 8402 ModelPackageName *string `min:"1" type:"string"` 8403} 8404 8405// String returns the string representation 8406func (s ContainerDefinition) String() string { 8407 return awsutil.Prettify(s) 8408} 8409 8410// GoString returns the string representation 8411func (s ContainerDefinition) GoString() string { 8412 return s.String() 8413} 8414 8415// Validate inspects the fields of the type to determine if they are valid. 8416func (s *ContainerDefinition) Validate() error { 8417 invalidParams := request.ErrInvalidParams{Context: "ContainerDefinition"} 8418 if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 { 8419 invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1)) 8420 } 8421 8422 if invalidParams.Len() > 0 { 8423 return invalidParams 8424 } 8425 return nil 8426} 8427 8428// SetContainerHostname sets the ContainerHostname field's value. 8429func (s *ContainerDefinition) SetContainerHostname(v string) *ContainerDefinition { 8430 s.ContainerHostname = &v 8431 return s 8432} 8433 8434// SetEnvironment sets the Environment field's value. 8435func (s *ContainerDefinition) SetEnvironment(v map[string]*string) *ContainerDefinition { 8436 s.Environment = v 8437 return s 8438} 8439 8440// SetImage sets the Image field's value. 8441func (s *ContainerDefinition) SetImage(v string) *ContainerDefinition { 8442 s.Image = &v 8443 return s 8444} 8445 8446// SetModelDataUrl sets the ModelDataUrl field's value. 8447func (s *ContainerDefinition) SetModelDataUrl(v string) *ContainerDefinition { 8448 s.ModelDataUrl = &v 8449 return s 8450} 8451 8452// SetModelPackageName sets the ModelPackageName field's value. 8453func (s *ContainerDefinition) SetModelPackageName(v string) *ContainerDefinition { 8454 s.ModelPackageName = &v 8455 return s 8456} 8457 8458// A list of continuous hyperparameters to tune. 8459type ContinuousParameterRange struct { 8460 _ struct{} `type:"structure"` 8461 8462 // The maximum value for the hyperparameter. The tuning job uses floating-point 8463 // values between MinValue value and this value for tuning. 8464 // 8465 // MaxValue is a required field 8466 MaxValue *string `type:"string" required:"true"` 8467 8468 // The minimum value for the hyperparameter. The tuning job uses floating-point 8469 // values between this value and MaxValuefor tuning. 8470 // 8471 // MinValue is a required field 8472 MinValue *string `type:"string" required:"true"` 8473 8474 // The name of the continuous hyperparameter to tune. 8475 // 8476 // Name is a required field 8477 Name *string `type:"string" required:"true"` 8478 8479 // The scale that hyperparameter tuning uses to search the hyperparameter range. 8480 // For information about choosing a hyperparameter scale, see Hyperparameter 8481 // Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). 8482 // One of the following values: 8483 // 8484 // Auto 8485 // 8486 // Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter. 8487 // 8488 // Linear 8489 // 8490 // Hyperparameter tuning searches the values in the hyperparameter range by 8491 // using a linear scale. 8492 // 8493 // Logarithmic 8494 // 8495 // Hyperparameter tuning searches the values in the hyperparameter range by 8496 // using a logarithmic scale. 8497 // 8498 // Logarithmic scaling works only for ranges that have only values greater than 8499 // 0. 8500 // 8501 // ReverseLogarithmic 8502 // 8503 // Hyperparemeter tuning searches the values in the hyperparameter range by 8504 // using a reverse logarithmic scale. 8505 // 8506 // Reverse logarithmic scaling works only for ranges that are entirely within 8507 // the range 0<=x<1.0. 8508 ScalingType *string `type:"string" enum:"HyperParameterScalingType"` 8509} 8510 8511// String returns the string representation 8512func (s ContinuousParameterRange) String() string { 8513 return awsutil.Prettify(s) 8514} 8515 8516// GoString returns the string representation 8517func (s ContinuousParameterRange) GoString() string { 8518 return s.String() 8519} 8520 8521// Validate inspects the fields of the type to determine if they are valid. 8522func (s *ContinuousParameterRange) Validate() error { 8523 invalidParams := request.ErrInvalidParams{Context: "ContinuousParameterRange"} 8524 if s.MaxValue == nil { 8525 invalidParams.Add(request.NewErrParamRequired("MaxValue")) 8526 } 8527 if s.MinValue == nil { 8528 invalidParams.Add(request.NewErrParamRequired("MinValue")) 8529 } 8530 if s.Name == nil { 8531 invalidParams.Add(request.NewErrParamRequired("Name")) 8532 } 8533 8534 if invalidParams.Len() > 0 { 8535 return invalidParams 8536 } 8537 return nil 8538} 8539 8540// SetMaxValue sets the MaxValue field's value. 8541func (s *ContinuousParameterRange) SetMaxValue(v string) *ContinuousParameterRange { 8542 s.MaxValue = &v 8543 return s 8544} 8545 8546// SetMinValue sets the MinValue field's value. 8547func (s *ContinuousParameterRange) SetMinValue(v string) *ContinuousParameterRange { 8548 s.MinValue = &v 8549 return s 8550} 8551 8552// SetName sets the Name field's value. 8553func (s *ContinuousParameterRange) SetName(v string) *ContinuousParameterRange { 8554 s.Name = &v 8555 return s 8556} 8557 8558// SetScalingType sets the ScalingType field's value. 8559func (s *ContinuousParameterRange) SetScalingType(v string) *ContinuousParameterRange { 8560 s.ScalingType = &v 8561 return s 8562} 8563 8564// Defines the possible values for a continuous hyperparameter. 8565type ContinuousParameterRangeSpecification struct { 8566 _ struct{} `type:"structure"` 8567 8568 // The maximum floating-point value allowed. 8569 // 8570 // MaxValue is a required field 8571 MaxValue *string `type:"string" required:"true"` 8572 8573 // The minimum floating-point value allowed. 8574 // 8575 // MinValue is a required field 8576 MinValue *string `type:"string" required:"true"` 8577} 8578 8579// String returns the string representation 8580func (s ContinuousParameterRangeSpecification) String() string { 8581 return awsutil.Prettify(s) 8582} 8583 8584// GoString returns the string representation 8585func (s ContinuousParameterRangeSpecification) GoString() string { 8586 return s.String() 8587} 8588 8589// Validate inspects the fields of the type to determine if they are valid. 8590func (s *ContinuousParameterRangeSpecification) Validate() error { 8591 invalidParams := request.ErrInvalidParams{Context: "ContinuousParameterRangeSpecification"} 8592 if s.MaxValue == nil { 8593 invalidParams.Add(request.NewErrParamRequired("MaxValue")) 8594 } 8595 if s.MinValue == nil { 8596 invalidParams.Add(request.NewErrParamRequired("MinValue")) 8597 } 8598 8599 if invalidParams.Len() > 0 { 8600 return invalidParams 8601 } 8602 return nil 8603} 8604 8605// SetMaxValue sets the MaxValue field's value. 8606func (s *ContinuousParameterRangeSpecification) SetMaxValue(v string) *ContinuousParameterRangeSpecification { 8607 s.MaxValue = &v 8608 return s 8609} 8610 8611// SetMinValue sets the MinValue field's value. 8612func (s *ContinuousParameterRangeSpecification) SetMinValue(v string) *ContinuousParameterRangeSpecification { 8613 s.MinValue = &v 8614 return s 8615} 8616 8617type CreateAlgorithmInput struct { 8618 _ struct{} `type:"structure"` 8619 8620 // A description of the algorithm. 8621 AlgorithmDescription *string `type:"string"` 8622 8623 // The name of the algorithm. 8624 // 8625 // AlgorithmName is a required field 8626 AlgorithmName *string `min:"1" type:"string" required:"true"` 8627 8628 // Whether to certify the algorithm so that it can be listed in AWS Marketplace. 8629 CertifyForMarketplace *bool `type:"boolean"` 8630 8631 // Specifies details about inference jobs that the algorithm runs, including 8632 // the following: 8633 // 8634 // * The Amazon ECR paths of containers that contain the inference code and 8635 // model artifacts. 8636 // 8637 // * The instance types that the algorithm supports for transform jobs and 8638 // real-time endpoints used for inference. 8639 // 8640 // * The input and output content formats that the algorithm supports for 8641 // inference. 8642 InferenceSpecification *InferenceSpecification `type:"structure"` 8643 8644 // Specifies details about training jobs run by this algorithm, including the 8645 // following: 8646 // 8647 // * The Amazon ECR path of the container and the version digest of the algorithm. 8648 // 8649 // * The hyperparameters that the algorithm supports. 8650 // 8651 // * The instance types that the algorithm supports for training. 8652 // 8653 // * Whether the algorithm supports distributed training. 8654 // 8655 // * The metrics that the algorithm emits to Amazon CloudWatch. 8656 // 8657 // * Which metrics that the algorithm emits can be used as the objective 8658 // metric for hyperparameter tuning jobs. 8659 // 8660 // * The input channels that the algorithm supports for training data. For 8661 // example, an algorithm might support train, validation, and test channels. 8662 // 8663 // TrainingSpecification is a required field 8664 TrainingSpecification *TrainingSpecification `type:"structure" required:"true"` 8665 8666 // Specifies configurations for one or more training jobs and that Amazon SageMaker 8667 // runs to test the algorithm's training code and, optionally, one or more batch 8668 // transform jobs that Amazon SageMaker runs to test the algorithm's inference 8669 // code. 8670 ValidationSpecification *AlgorithmValidationSpecification `type:"structure"` 8671} 8672 8673// String returns the string representation 8674func (s CreateAlgorithmInput) String() string { 8675 return awsutil.Prettify(s) 8676} 8677 8678// GoString returns the string representation 8679func (s CreateAlgorithmInput) GoString() string { 8680 return s.String() 8681} 8682 8683// Validate inspects the fields of the type to determine if they are valid. 8684func (s *CreateAlgorithmInput) Validate() error { 8685 invalidParams := request.ErrInvalidParams{Context: "CreateAlgorithmInput"} 8686 if s.AlgorithmName == nil { 8687 invalidParams.Add(request.NewErrParamRequired("AlgorithmName")) 8688 } 8689 if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 { 8690 invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1)) 8691 } 8692 if s.TrainingSpecification == nil { 8693 invalidParams.Add(request.NewErrParamRequired("TrainingSpecification")) 8694 } 8695 if s.InferenceSpecification != nil { 8696 if err := s.InferenceSpecification.Validate(); err != nil { 8697 invalidParams.AddNested("InferenceSpecification", err.(request.ErrInvalidParams)) 8698 } 8699 } 8700 if s.TrainingSpecification != nil { 8701 if err := s.TrainingSpecification.Validate(); err != nil { 8702 invalidParams.AddNested("TrainingSpecification", err.(request.ErrInvalidParams)) 8703 } 8704 } 8705 if s.ValidationSpecification != nil { 8706 if err := s.ValidationSpecification.Validate(); err != nil { 8707 invalidParams.AddNested("ValidationSpecification", err.(request.ErrInvalidParams)) 8708 } 8709 } 8710 8711 if invalidParams.Len() > 0 { 8712 return invalidParams 8713 } 8714 return nil 8715} 8716 8717// SetAlgorithmDescription sets the AlgorithmDescription field's value. 8718func (s *CreateAlgorithmInput) SetAlgorithmDescription(v string) *CreateAlgorithmInput { 8719 s.AlgorithmDescription = &v 8720 return s 8721} 8722 8723// SetAlgorithmName sets the AlgorithmName field's value. 8724func (s *CreateAlgorithmInput) SetAlgorithmName(v string) *CreateAlgorithmInput { 8725 s.AlgorithmName = &v 8726 return s 8727} 8728 8729// SetCertifyForMarketplace sets the CertifyForMarketplace field's value. 8730func (s *CreateAlgorithmInput) SetCertifyForMarketplace(v bool) *CreateAlgorithmInput { 8731 s.CertifyForMarketplace = &v 8732 return s 8733} 8734 8735// SetInferenceSpecification sets the InferenceSpecification field's value. 8736func (s *CreateAlgorithmInput) SetInferenceSpecification(v *InferenceSpecification) *CreateAlgorithmInput { 8737 s.InferenceSpecification = v 8738 return s 8739} 8740 8741// SetTrainingSpecification sets the TrainingSpecification field's value. 8742func (s *CreateAlgorithmInput) SetTrainingSpecification(v *TrainingSpecification) *CreateAlgorithmInput { 8743 s.TrainingSpecification = v 8744 return s 8745} 8746 8747// SetValidationSpecification sets the ValidationSpecification field's value. 8748func (s *CreateAlgorithmInput) SetValidationSpecification(v *AlgorithmValidationSpecification) *CreateAlgorithmInput { 8749 s.ValidationSpecification = v 8750 return s 8751} 8752 8753type CreateAlgorithmOutput struct { 8754 _ struct{} `type:"structure"` 8755 8756 // The Amazon Resource Name (ARN) of the new algorithm. 8757 // 8758 // AlgorithmArn is a required field 8759 AlgorithmArn *string `min:"1" type:"string" required:"true"` 8760} 8761 8762// String returns the string representation 8763func (s CreateAlgorithmOutput) String() string { 8764 return awsutil.Prettify(s) 8765} 8766 8767// GoString returns the string representation 8768func (s CreateAlgorithmOutput) GoString() string { 8769 return s.String() 8770} 8771 8772// SetAlgorithmArn sets the AlgorithmArn field's value. 8773func (s *CreateAlgorithmOutput) SetAlgorithmArn(v string) *CreateAlgorithmOutput { 8774 s.AlgorithmArn = &v 8775 return s 8776} 8777 8778type CreateCodeRepositoryInput struct { 8779 _ struct{} `type:"structure"` 8780 8781 // The name of the Git repository. The name must have 1 to 63 characters. Valid 8782 // characters are a-z, A-Z, 0-9, and - (hyphen). 8783 // 8784 // CodeRepositoryName is a required field 8785 CodeRepositoryName *string `min:"1" type:"string" required:"true"` 8786 8787 // Specifies details about the repository, including the URL where the repository 8788 // is located, the default branch, and credentials to use to access the repository. 8789 // 8790 // GitConfig is a required field 8791 GitConfig *GitConfig `type:"structure" required:"true"` 8792} 8793 8794// String returns the string representation 8795func (s CreateCodeRepositoryInput) String() string { 8796 return awsutil.Prettify(s) 8797} 8798 8799// GoString returns the string representation 8800func (s CreateCodeRepositoryInput) GoString() string { 8801 return s.String() 8802} 8803 8804// Validate inspects the fields of the type to determine if they are valid. 8805func (s *CreateCodeRepositoryInput) Validate() error { 8806 invalidParams := request.ErrInvalidParams{Context: "CreateCodeRepositoryInput"} 8807 if s.CodeRepositoryName == nil { 8808 invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName")) 8809 } 8810 if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 { 8811 invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1)) 8812 } 8813 if s.GitConfig == nil { 8814 invalidParams.Add(request.NewErrParamRequired("GitConfig")) 8815 } 8816 if s.GitConfig != nil { 8817 if err := s.GitConfig.Validate(); err != nil { 8818 invalidParams.AddNested("GitConfig", err.(request.ErrInvalidParams)) 8819 } 8820 } 8821 8822 if invalidParams.Len() > 0 { 8823 return invalidParams 8824 } 8825 return nil 8826} 8827 8828// SetCodeRepositoryName sets the CodeRepositoryName field's value. 8829func (s *CreateCodeRepositoryInput) SetCodeRepositoryName(v string) *CreateCodeRepositoryInput { 8830 s.CodeRepositoryName = &v 8831 return s 8832} 8833 8834// SetGitConfig sets the GitConfig field's value. 8835func (s *CreateCodeRepositoryInput) SetGitConfig(v *GitConfig) *CreateCodeRepositoryInput { 8836 s.GitConfig = v 8837 return s 8838} 8839 8840type CreateCodeRepositoryOutput struct { 8841 _ struct{} `type:"structure"` 8842 8843 // The Amazon Resource Name (ARN) of the new repository. 8844 // 8845 // CodeRepositoryArn is a required field 8846 CodeRepositoryArn *string `min:"1" type:"string" required:"true"` 8847} 8848 8849// String returns the string representation 8850func (s CreateCodeRepositoryOutput) String() string { 8851 return awsutil.Prettify(s) 8852} 8853 8854// GoString returns the string representation 8855func (s CreateCodeRepositoryOutput) GoString() string { 8856 return s.String() 8857} 8858 8859// SetCodeRepositoryArn sets the CodeRepositoryArn field's value. 8860func (s *CreateCodeRepositoryOutput) SetCodeRepositoryArn(v string) *CreateCodeRepositoryOutput { 8861 s.CodeRepositoryArn = &v 8862 return s 8863} 8864 8865type CreateCompilationJobInput struct { 8866 _ struct{} `type:"structure"` 8867 8868 // A name for the model compilation job. The name must be unique within the 8869 // AWS Region and within your AWS account. 8870 // 8871 // CompilationJobName is a required field 8872 CompilationJobName *string `min:"1" type:"string" required:"true"` 8873 8874 // Provides information about the location of input model artifacts, the name 8875 // and shape of the expected data inputs, and the framework in which the model 8876 // was trained. 8877 // 8878 // InputConfig is a required field 8879 InputConfig *InputConfig `type:"structure" required:"true"` 8880 8881 // Provides information about the output location for the compiled model and 8882 // the target device the model runs on. 8883 // 8884 // OutputConfig is a required field 8885 OutputConfig *OutputConfig `type:"structure" required:"true"` 8886 8887 // The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker 8888 // to perform tasks on your behalf. 8889 // 8890 // During model compilation, Amazon SageMaker needs your permission to: 8891 // 8892 // * Read input data from an S3 bucket 8893 // 8894 // * Write model artifacts to an S3 bucket 8895 // 8896 // * Write logs to Amazon CloudWatch Logs 8897 // 8898 // * Publish metrics to Amazon CloudWatch 8899 // 8900 // You grant permissions for all of these tasks to an IAM role. To pass this 8901 // role to Amazon SageMaker, the caller of this API must have the iam:PassRole 8902 // permission. For more information, see Amazon SageMaker Roles. (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html) 8903 // 8904 // RoleArn is a required field 8905 RoleArn *string `min:"20" type:"string" required:"true"` 8906 8907 // Specifies a limit to how long a model compilation job can run. When the job 8908 // reaches the time limit, Amazon SageMaker ends the compilation job. Use this 8909 // API to cap model training costs. 8910 // 8911 // StoppingCondition is a required field 8912 StoppingCondition *StoppingCondition `type:"structure" required:"true"` 8913} 8914 8915// String returns the string representation 8916func (s CreateCompilationJobInput) String() string { 8917 return awsutil.Prettify(s) 8918} 8919 8920// GoString returns the string representation 8921func (s CreateCompilationJobInput) GoString() string { 8922 return s.String() 8923} 8924 8925// Validate inspects the fields of the type to determine if they are valid. 8926func (s *CreateCompilationJobInput) Validate() error { 8927 invalidParams := request.ErrInvalidParams{Context: "CreateCompilationJobInput"} 8928 if s.CompilationJobName == nil { 8929 invalidParams.Add(request.NewErrParamRequired("CompilationJobName")) 8930 } 8931 if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 { 8932 invalidParams.Add(request.NewErrParamMinLen("CompilationJobName", 1)) 8933 } 8934 if s.InputConfig == nil { 8935 invalidParams.Add(request.NewErrParamRequired("InputConfig")) 8936 } 8937 if s.OutputConfig == nil { 8938 invalidParams.Add(request.NewErrParamRequired("OutputConfig")) 8939 } 8940 if s.RoleArn == nil { 8941 invalidParams.Add(request.NewErrParamRequired("RoleArn")) 8942 } 8943 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 8944 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 8945 } 8946 if s.StoppingCondition == nil { 8947 invalidParams.Add(request.NewErrParamRequired("StoppingCondition")) 8948 } 8949 if s.InputConfig != nil { 8950 if err := s.InputConfig.Validate(); err != nil { 8951 invalidParams.AddNested("InputConfig", err.(request.ErrInvalidParams)) 8952 } 8953 } 8954 if s.OutputConfig != nil { 8955 if err := s.OutputConfig.Validate(); err != nil { 8956 invalidParams.AddNested("OutputConfig", err.(request.ErrInvalidParams)) 8957 } 8958 } 8959 if s.StoppingCondition != nil { 8960 if err := s.StoppingCondition.Validate(); err != nil { 8961 invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams)) 8962 } 8963 } 8964 8965 if invalidParams.Len() > 0 { 8966 return invalidParams 8967 } 8968 return nil 8969} 8970 8971// SetCompilationJobName sets the CompilationJobName field's value. 8972func (s *CreateCompilationJobInput) SetCompilationJobName(v string) *CreateCompilationJobInput { 8973 s.CompilationJobName = &v 8974 return s 8975} 8976 8977// SetInputConfig sets the InputConfig field's value. 8978func (s *CreateCompilationJobInput) SetInputConfig(v *InputConfig) *CreateCompilationJobInput { 8979 s.InputConfig = v 8980 return s 8981} 8982 8983// SetOutputConfig sets the OutputConfig field's value. 8984func (s *CreateCompilationJobInput) SetOutputConfig(v *OutputConfig) *CreateCompilationJobInput { 8985 s.OutputConfig = v 8986 return s 8987} 8988 8989// SetRoleArn sets the RoleArn field's value. 8990func (s *CreateCompilationJobInput) SetRoleArn(v string) *CreateCompilationJobInput { 8991 s.RoleArn = &v 8992 return s 8993} 8994 8995// SetStoppingCondition sets the StoppingCondition field's value. 8996func (s *CreateCompilationJobInput) SetStoppingCondition(v *StoppingCondition) *CreateCompilationJobInput { 8997 s.StoppingCondition = v 8998 return s 8999} 9000 9001type CreateCompilationJobOutput struct { 9002 _ struct{} `type:"structure"` 9003 9004 // If the action is successful, the service sends back an HTTP 200 response. 9005 // Amazon SageMaker returns the following data in JSON format: 9006 // 9007 // * CompilationJobArn: The Amazon Resource Name (ARN) of the compiled job. 9008 // 9009 // CompilationJobArn is a required field 9010 CompilationJobArn *string `type:"string" required:"true"` 9011} 9012 9013// String returns the string representation 9014func (s CreateCompilationJobOutput) String() string { 9015 return awsutil.Prettify(s) 9016} 9017 9018// GoString returns the string representation 9019func (s CreateCompilationJobOutput) GoString() string { 9020 return s.String() 9021} 9022 9023// SetCompilationJobArn sets the CompilationJobArn field's value. 9024func (s *CreateCompilationJobOutput) SetCompilationJobArn(v string) *CreateCompilationJobOutput { 9025 s.CompilationJobArn = &v 9026 return s 9027} 9028 9029type CreateEndpointConfigInput struct { 9030 _ struct{} `type:"structure"` 9031 9032 // The name of the endpoint configuration. You specify this name in a CreateEndpoint 9033 // (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html) 9034 // request. 9035 // 9036 // EndpointConfigName is a required field 9037 EndpointConfigName *string `type:"string" required:"true"` 9038 9039 // The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon 9040 // SageMaker uses to encrypt data on the storage volume attached to the ML compute 9041 // instance that hosts the endpoint. 9042 KmsKeyId *string `type:"string"` 9043 9044 // An list of ProductionVariant objects, one for each model that you want to 9045 // host at this endpoint. 9046 // 9047 // ProductionVariants is a required field 9048 ProductionVariants []*ProductionVariant `min:"1" type:"list" required:"true"` 9049 9050 // A list of key-value pairs. For more information, see Using Cost Allocation 9051 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 9052 // in the AWS Billing and Cost Management User Guide. 9053 Tags []*Tag `type:"list"` 9054} 9055 9056// String returns the string representation 9057func (s CreateEndpointConfigInput) String() string { 9058 return awsutil.Prettify(s) 9059} 9060 9061// GoString returns the string representation 9062func (s CreateEndpointConfigInput) GoString() string { 9063 return s.String() 9064} 9065 9066// Validate inspects the fields of the type to determine if they are valid. 9067func (s *CreateEndpointConfigInput) Validate() error { 9068 invalidParams := request.ErrInvalidParams{Context: "CreateEndpointConfigInput"} 9069 if s.EndpointConfigName == nil { 9070 invalidParams.Add(request.NewErrParamRequired("EndpointConfigName")) 9071 } 9072 if s.ProductionVariants == nil { 9073 invalidParams.Add(request.NewErrParamRequired("ProductionVariants")) 9074 } 9075 if s.ProductionVariants != nil && len(s.ProductionVariants) < 1 { 9076 invalidParams.Add(request.NewErrParamMinLen("ProductionVariants", 1)) 9077 } 9078 if s.ProductionVariants != nil { 9079 for i, v := range s.ProductionVariants { 9080 if v == nil { 9081 continue 9082 } 9083 if err := v.Validate(); err != nil { 9084 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ProductionVariants", i), err.(request.ErrInvalidParams)) 9085 } 9086 } 9087 } 9088 if s.Tags != nil { 9089 for i, v := range s.Tags { 9090 if v == nil { 9091 continue 9092 } 9093 if err := v.Validate(); err != nil { 9094 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 9095 } 9096 } 9097 } 9098 9099 if invalidParams.Len() > 0 { 9100 return invalidParams 9101 } 9102 return nil 9103} 9104 9105// SetEndpointConfigName sets the EndpointConfigName field's value. 9106func (s *CreateEndpointConfigInput) SetEndpointConfigName(v string) *CreateEndpointConfigInput { 9107 s.EndpointConfigName = &v 9108 return s 9109} 9110 9111// SetKmsKeyId sets the KmsKeyId field's value. 9112func (s *CreateEndpointConfigInput) SetKmsKeyId(v string) *CreateEndpointConfigInput { 9113 s.KmsKeyId = &v 9114 return s 9115} 9116 9117// SetProductionVariants sets the ProductionVariants field's value. 9118func (s *CreateEndpointConfigInput) SetProductionVariants(v []*ProductionVariant) *CreateEndpointConfigInput { 9119 s.ProductionVariants = v 9120 return s 9121} 9122 9123// SetTags sets the Tags field's value. 9124func (s *CreateEndpointConfigInput) SetTags(v []*Tag) *CreateEndpointConfigInput { 9125 s.Tags = v 9126 return s 9127} 9128 9129type CreateEndpointConfigOutput struct { 9130 _ struct{} `type:"structure"` 9131 9132 // The Amazon Resource Name (ARN) of the endpoint configuration. 9133 // 9134 // EndpointConfigArn is a required field 9135 EndpointConfigArn *string `min:"20" type:"string" required:"true"` 9136} 9137 9138// String returns the string representation 9139func (s CreateEndpointConfigOutput) String() string { 9140 return awsutil.Prettify(s) 9141} 9142 9143// GoString returns the string representation 9144func (s CreateEndpointConfigOutput) GoString() string { 9145 return s.String() 9146} 9147 9148// SetEndpointConfigArn sets the EndpointConfigArn field's value. 9149func (s *CreateEndpointConfigOutput) SetEndpointConfigArn(v string) *CreateEndpointConfigOutput { 9150 s.EndpointConfigArn = &v 9151 return s 9152} 9153 9154type CreateEndpointInput struct { 9155 _ struct{} `type:"structure"` 9156 9157 // The name of an endpoint configuration. For more information, see CreateEndpointConfig 9158 // (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html). 9159 // 9160 // EndpointConfigName is a required field 9161 EndpointConfigName *string `type:"string" required:"true"` 9162 9163 // The name of the endpoint. The name must be unique within an AWS Region in 9164 // your AWS account. 9165 // 9166 // EndpointName is a required field 9167 EndpointName *string `type:"string" required:"true"` 9168 9169 // An array of key-value pairs. For more information, see Using Cost Allocation 9170 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)in 9171 // the AWS Billing and Cost Management User Guide. 9172 Tags []*Tag `type:"list"` 9173} 9174 9175// String returns the string representation 9176func (s CreateEndpointInput) String() string { 9177 return awsutil.Prettify(s) 9178} 9179 9180// GoString returns the string representation 9181func (s CreateEndpointInput) GoString() string { 9182 return s.String() 9183} 9184 9185// Validate inspects the fields of the type to determine if they are valid. 9186func (s *CreateEndpointInput) Validate() error { 9187 invalidParams := request.ErrInvalidParams{Context: "CreateEndpointInput"} 9188 if s.EndpointConfigName == nil { 9189 invalidParams.Add(request.NewErrParamRequired("EndpointConfigName")) 9190 } 9191 if s.EndpointName == nil { 9192 invalidParams.Add(request.NewErrParamRequired("EndpointName")) 9193 } 9194 if s.Tags != nil { 9195 for i, v := range s.Tags { 9196 if v == nil { 9197 continue 9198 } 9199 if err := v.Validate(); err != nil { 9200 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 9201 } 9202 } 9203 } 9204 9205 if invalidParams.Len() > 0 { 9206 return invalidParams 9207 } 9208 return nil 9209} 9210 9211// SetEndpointConfigName sets the EndpointConfigName field's value. 9212func (s *CreateEndpointInput) SetEndpointConfigName(v string) *CreateEndpointInput { 9213 s.EndpointConfigName = &v 9214 return s 9215} 9216 9217// SetEndpointName sets the EndpointName field's value. 9218func (s *CreateEndpointInput) SetEndpointName(v string) *CreateEndpointInput { 9219 s.EndpointName = &v 9220 return s 9221} 9222 9223// SetTags sets the Tags field's value. 9224func (s *CreateEndpointInput) SetTags(v []*Tag) *CreateEndpointInput { 9225 s.Tags = v 9226 return s 9227} 9228 9229type CreateEndpointOutput struct { 9230 _ struct{} `type:"structure"` 9231 9232 // The Amazon Resource Name (ARN) of the endpoint. 9233 // 9234 // EndpointArn is a required field 9235 EndpointArn *string `min:"20" type:"string" required:"true"` 9236} 9237 9238// String returns the string representation 9239func (s CreateEndpointOutput) String() string { 9240 return awsutil.Prettify(s) 9241} 9242 9243// GoString returns the string representation 9244func (s CreateEndpointOutput) GoString() string { 9245 return s.String() 9246} 9247 9248// SetEndpointArn sets the EndpointArn field's value. 9249func (s *CreateEndpointOutput) SetEndpointArn(v string) *CreateEndpointOutput { 9250 s.EndpointArn = &v 9251 return s 9252} 9253 9254type CreateHyperParameterTuningJobInput struct { 9255 _ struct{} `type:"structure"` 9256 9257 // The HyperParameterTuningJobConfig object that describes the tuning job, including 9258 // the search strategy, the objective metric used to evaluate training jobs, 9259 // ranges of parameters to search, and resource limits for the tuning job. For 9260 // more information, see automatic-model-tuning 9261 // 9262 // HyperParameterTuningJobConfig is a required field 9263 HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `type:"structure" required:"true"` 9264 9265 // The name of the tuning job. This name is the prefix for the names of all 9266 // training jobs that this tuning job launches. The name must be unique within 9267 // the same AWS account and AWS Region. The name must have { } to { } characters. 9268 // Valid characters are a-z, A-Z, 0-9, and : + = @ _ % - (hyphen). The name 9269 // is not case sensitive. 9270 // 9271 // HyperParameterTuningJobName is a required field 9272 HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"` 9273 9274 // An array of key-value pairs. You can use tags to categorize your AWS resources 9275 // in different ways, for example, by purpose, owner, or environment. For more 9276 // information, see AWS Tagging Strategies (https://docs.aws.amazon.com/https:/aws.amazon.com/answers/account-management/aws-tagging-strategies/). 9277 // 9278 // Tags that you specify for the tuning job are also added to all training jobs 9279 // that the tuning job launches. 9280 Tags []*Tag `type:"list"` 9281 9282 // The HyperParameterTrainingJobDefinition object that describes the training 9283 // jobs that this tuning job launches, including static hyperparameters, input 9284 // data configuration, output data configuration, resource configuration, and 9285 // stopping condition. 9286 TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure"` 9287 9288 // Specifies the configuration for starting the hyperparameter tuning job using 9289 // one or more previous tuning jobs as a starting point. The results of previous 9290 // tuning jobs are used to inform which combinations of hyperparameters to search 9291 // over in the new tuning job. 9292 // 9293 // All training jobs launched by the new hyperparameter tuning job are evaluated 9294 // by using the objective metric. If you specify IDENTICAL_DATA_AND_ALGORITHM 9295 // as the WarmStartType value for the warm start configuration, the training 9296 // job that performs the best in the new tuning job is compared to the best 9297 // training jobs from the parent tuning jobs. From these, the training job that 9298 // performs the best as measured by the objective metric is returned as the 9299 // overall best training job. 9300 // 9301 // All training jobs launched by parent hyperparameter tuning jobs and the new 9302 // hyperparameter tuning jobs count against the limit of training jobs for the 9303 // tuning job. 9304 WarmStartConfig *HyperParameterTuningJobWarmStartConfig `type:"structure"` 9305} 9306 9307// String returns the string representation 9308func (s CreateHyperParameterTuningJobInput) String() string { 9309 return awsutil.Prettify(s) 9310} 9311 9312// GoString returns the string representation 9313func (s CreateHyperParameterTuningJobInput) GoString() string { 9314 return s.String() 9315} 9316 9317// Validate inspects the fields of the type to determine if they are valid. 9318func (s *CreateHyperParameterTuningJobInput) Validate() error { 9319 invalidParams := request.ErrInvalidParams{Context: "CreateHyperParameterTuningJobInput"} 9320 if s.HyperParameterTuningJobConfig == nil { 9321 invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobConfig")) 9322 } 9323 if s.HyperParameterTuningJobName == nil { 9324 invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName")) 9325 } 9326 if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 { 9327 invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1)) 9328 } 9329 if s.HyperParameterTuningJobConfig != nil { 9330 if err := s.HyperParameterTuningJobConfig.Validate(); err != nil { 9331 invalidParams.AddNested("HyperParameterTuningJobConfig", err.(request.ErrInvalidParams)) 9332 } 9333 } 9334 if s.Tags != nil { 9335 for i, v := range s.Tags { 9336 if v == nil { 9337 continue 9338 } 9339 if err := v.Validate(); err != nil { 9340 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 9341 } 9342 } 9343 } 9344 if s.TrainingJobDefinition != nil { 9345 if err := s.TrainingJobDefinition.Validate(); err != nil { 9346 invalidParams.AddNested("TrainingJobDefinition", err.(request.ErrInvalidParams)) 9347 } 9348 } 9349 if s.WarmStartConfig != nil { 9350 if err := s.WarmStartConfig.Validate(); err != nil { 9351 invalidParams.AddNested("WarmStartConfig", err.(request.ErrInvalidParams)) 9352 } 9353 } 9354 9355 if invalidParams.Len() > 0 { 9356 return invalidParams 9357 } 9358 return nil 9359} 9360 9361// SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value. 9362func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *CreateHyperParameterTuningJobInput { 9363 s.HyperParameterTuningJobConfig = v 9364 return s 9365} 9366 9367// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 9368func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *CreateHyperParameterTuningJobInput { 9369 s.HyperParameterTuningJobName = &v 9370 return s 9371} 9372 9373// SetTags sets the Tags field's value. 9374func (s *CreateHyperParameterTuningJobInput) SetTags(v []*Tag) *CreateHyperParameterTuningJobInput { 9375 s.Tags = v 9376 return s 9377} 9378 9379// SetTrainingJobDefinition sets the TrainingJobDefinition field's value. 9380func (s *CreateHyperParameterTuningJobInput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *CreateHyperParameterTuningJobInput { 9381 s.TrainingJobDefinition = v 9382 return s 9383} 9384 9385// SetWarmStartConfig sets the WarmStartConfig field's value. 9386func (s *CreateHyperParameterTuningJobInput) SetWarmStartConfig(v *HyperParameterTuningJobWarmStartConfig) *CreateHyperParameterTuningJobInput { 9387 s.WarmStartConfig = v 9388 return s 9389} 9390 9391type CreateHyperParameterTuningJobOutput struct { 9392 _ struct{} `type:"structure"` 9393 9394 // The Amazon Resource Name (ARN) of the tuning job. Amazon SageMaker assigns 9395 // an ARN to a hyperparameter tuning job when you create it. 9396 // 9397 // HyperParameterTuningJobArn is a required field 9398 HyperParameterTuningJobArn *string `type:"string" required:"true"` 9399} 9400 9401// String returns the string representation 9402func (s CreateHyperParameterTuningJobOutput) String() string { 9403 return awsutil.Prettify(s) 9404} 9405 9406// GoString returns the string representation 9407func (s CreateHyperParameterTuningJobOutput) GoString() string { 9408 return s.String() 9409} 9410 9411// SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value. 9412func (s *CreateHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *CreateHyperParameterTuningJobOutput { 9413 s.HyperParameterTuningJobArn = &v 9414 return s 9415} 9416 9417type CreateLabelingJobInput struct { 9418 _ struct{} `type:"structure"` 9419 9420 // Configures the information required for human workers to complete a labeling 9421 // task. 9422 // 9423 // HumanTaskConfig is a required field 9424 HumanTaskConfig *HumanTaskConfig `type:"structure" required:"true"` 9425 9426 // Input data for the labeling job, such as the Amazon S3 location of the data 9427 // objects and the location of the manifest file that describes the data objects. 9428 // 9429 // InputConfig is a required field 9430 InputConfig *LabelingJobInputConfig `type:"structure" required:"true"` 9431 9432 // The attribute name to use for the label in the output manifest file. This 9433 // is the key for the key/value pair formed with the label that a worker assigns 9434 // to the object. The name can't end with "-metadata". If you are running a 9435 // semantic segmentation labeling job, the attribute name must end with "-ref". 9436 // If you are running any other kind of labeling job, the attribute name must 9437 // not end with "-ref". 9438 // 9439 // LabelAttributeName is a required field 9440 LabelAttributeName *string `min:"1" type:"string" required:"true"` 9441 9442 // The S3 URL of the file that defines the categories used to label the data 9443 // objects. 9444 // 9445 // The file is a JSON structure in the following format: 9446 // 9447 // { 9448 // 9449 // "document-version": "2018-11-28" 9450 // 9451 // "labels": [ 9452 // 9453 // { 9454 // 9455 // "label": "label 1" 9456 // 9457 // }, 9458 // 9459 // { 9460 // 9461 // "label": "label 2" 9462 // 9463 // }, 9464 // 9465 // ... 9466 // 9467 // { 9468 // 9469 // "label": "label n" 9470 // 9471 // } 9472 // 9473 // ] 9474 // 9475 // } 9476 LabelCategoryConfigS3Uri *string `type:"string"` 9477 9478 // Configures the information required to perform automated data labeling. 9479 LabelingJobAlgorithmsConfig *LabelingJobAlgorithmsConfig `type:"structure"` 9480 9481 // The name of the labeling job. This name is used to identify the job in a 9482 // list of labeling jobs. 9483 // 9484 // LabelingJobName is a required field 9485 LabelingJobName *string `min:"1" type:"string" required:"true"` 9486 9487 // The location of the output data and the AWS Key Management Service key ID 9488 // for the key used to encrypt the output data, if any. 9489 // 9490 // OutputConfig is a required field 9491 OutputConfig *LabelingJobOutputConfig `type:"structure" required:"true"` 9492 9493 // The Amazon Resource Number (ARN) that Amazon SageMaker assumes to perform 9494 // tasks on your behalf during data labeling. You must grant this role the necessary 9495 // permissions so that Amazon SageMaker can successfully complete data labeling. 9496 // 9497 // RoleArn is a required field 9498 RoleArn *string `min:"20" type:"string" required:"true"` 9499 9500 // A set of conditions for stopping the labeling job. If any of the conditions 9501 // are met, the job is automatically stopped. You can use these conditions to 9502 // control the cost of data labeling. 9503 StoppingConditions *LabelingJobStoppingConditions `type:"structure"` 9504 9505 // An array of key/value pairs. For more information, see Using Cost Allocation 9506 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 9507 // in the AWS Billing and Cost Management User Guide. 9508 Tags []*Tag `type:"list"` 9509} 9510 9511// String returns the string representation 9512func (s CreateLabelingJobInput) String() string { 9513 return awsutil.Prettify(s) 9514} 9515 9516// GoString returns the string representation 9517func (s CreateLabelingJobInput) GoString() string { 9518 return s.String() 9519} 9520 9521// Validate inspects the fields of the type to determine if they are valid. 9522func (s *CreateLabelingJobInput) Validate() error { 9523 invalidParams := request.ErrInvalidParams{Context: "CreateLabelingJobInput"} 9524 if s.HumanTaskConfig == nil { 9525 invalidParams.Add(request.NewErrParamRequired("HumanTaskConfig")) 9526 } 9527 if s.InputConfig == nil { 9528 invalidParams.Add(request.NewErrParamRequired("InputConfig")) 9529 } 9530 if s.LabelAttributeName == nil { 9531 invalidParams.Add(request.NewErrParamRequired("LabelAttributeName")) 9532 } 9533 if s.LabelAttributeName != nil && len(*s.LabelAttributeName) < 1 { 9534 invalidParams.Add(request.NewErrParamMinLen("LabelAttributeName", 1)) 9535 } 9536 if s.LabelingJobName == nil { 9537 invalidParams.Add(request.NewErrParamRequired("LabelingJobName")) 9538 } 9539 if s.LabelingJobName != nil && len(*s.LabelingJobName) < 1 { 9540 invalidParams.Add(request.NewErrParamMinLen("LabelingJobName", 1)) 9541 } 9542 if s.OutputConfig == nil { 9543 invalidParams.Add(request.NewErrParamRequired("OutputConfig")) 9544 } 9545 if s.RoleArn == nil { 9546 invalidParams.Add(request.NewErrParamRequired("RoleArn")) 9547 } 9548 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 9549 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 9550 } 9551 if s.HumanTaskConfig != nil { 9552 if err := s.HumanTaskConfig.Validate(); err != nil { 9553 invalidParams.AddNested("HumanTaskConfig", err.(request.ErrInvalidParams)) 9554 } 9555 } 9556 if s.InputConfig != nil { 9557 if err := s.InputConfig.Validate(); err != nil { 9558 invalidParams.AddNested("InputConfig", err.(request.ErrInvalidParams)) 9559 } 9560 } 9561 if s.LabelingJobAlgorithmsConfig != nil { 9562 if err := s.LabelingJobAlgorithmsConfig.Validate(); err != nil { 9563 invalidParams.AddNested("LabelingJobAlgorithmsConfig", err.(request.ErrInvalidParams)) 9564 } 9565 } 9566 if s.OutputConfig != nil { 9567 if err := s.OutputConfig.Validate(); err != nil { 9568 invalidParams.AddNested("OutputConfig", err.(request.ErrInvalidParams)) 9569 } 9570 } 9571 if s.StoppingConditions != nil { 9572 if err := s.StoppingConditions.Validate(); err != nil { 9573 invalidParams.AddNested("StoppingConditions", err.(request.ErrInvalidParams)) 9574 } 9575 } 9576 if s.Tags != nil { 9577 for i, v := range s.Tags { 9578 if v == nil { 9579 continue 9580 } 9581 if err := v.Validate(); err != nil { 9582 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 9583 } 9584 } 9585 } 9586 9587 if invalidParams.Len() > 0 { 9588 return invalidParams 9589 } 9590 return nil 9591} 9592 9593// SetHumanTaskConfig sets the HumanTaskConfig field's value. 9594func (s *CreateLabelingJobInput) SetHumanTaskConfig(v *HumanTaskConfig) *CreateLabelingJobInput { 9595 s.HumanTaskConfig = v 9596 return s 9597} 9598 9599// SetInputConfig sets the InputConfig field's value. 9600func (s *CreateLabelingJobInput) SetInputConfig(v *LabelingJobInputConfig) *CreateLabelingJobInput { 9601 s.InputConfig = v 9602 return s 9603} 9604 9605// SetLabelAttributeName sets the LabelAttributeName field's value. 9606func (s *CreateLabelingJobInput) SetLabelAttributeName(v string) *CreateLabelingJobInput { 9607 s.LabelAttributeName = &v 9608 return s 9609} 9610 9611// SetLabelCategoryConfigS3Uri sets the LabelCategoryConfigS3Uri field's value. 9612func (s *CreateLabelingJobInput) SetLabelCategoryConfigS3Uri(v string) *CreateLabelingJobInput { 9613 s.LabelCategoryConfigS3Uri = &v 9614 return s 9615} 9616 9617// SetLabelingJobAlgorithmsConfig sets the LabelingJobAlgorithmsConfig field's value. 9618func (s *CreateLabelingJobInput) SetLabelingJobAlgorithmsConfig(v *LabelingJobAlgorithmsConfig) *CreateLabelingJobInput { 9619 s.LabelingJobAlgorithmsConfig = v 9620 return s 9621} 9622 9623// SetLabelingJobName sets the LabelingJobName field's value. 9624func (s *CreateLabelingJobInput) SetLabelingJobName(v string) *CreateLabelingJobInput { 9625 s.LabelingJobName = &v 9626 return s 9627} 9628 9629// SetOutputConfig sets the OutputConfig field's value. 9630func (s *CreateLabelingJobInput) SetOutputConfig(v *LabelingJobOutputConfig) *CreateLabelingJobInput { 9631 s.OutputConfig = v 9632 return s 9633} 9634 9635// SetRoleArn sets the RoleArn field's value. 9636func (s *CreateLabelingJobInput) SetRoleArn(v string) *CreateLabelingJobInput { 9637 s.RoleArn = &v 9638 return s 9639} 9640 9641// SetStoppingConditions sets the StoppingConditions field's value. 9642func (s *CreateLabelingJobInput) SetStoppingConditions(v *LabelingJobStoppingConditions) *CreateLabelingJobInput { 9643 s.StoppingConditions = v 9644 return s 9645} 9646 9647// SetTags sets the Tags field's value. 9648func (s *CreateLabelingJobInput) SetTags(v []*Tag) *CreateLabelingJobInput { 9649 s.Tags = v 9650 return s 9651} 9652 9653type CreateLabelingJobOutput struct { 9654 _ struct{} `type:"structure"` 9655 9656 // The Amazon Resource Name (ARN) of the labeling job. You use this ARN to identify 9657 // the labeling job. 9658 // 9659 // LabelingJobArn is a required field 9660 LabelingJobArn *string `type:"string" required:"true"` 9661} 9662 9663// String returns the string representation 9664func (s CreateLabelingJobOutput) String() string { 9665 return awsutil.Prettify(s) 9666} 9667 9668// GoString returns the string representation 9669func (s CreateLabelingJobOutput) GoString() string { 9670 return s.String() 9671} 9672 9673// SetLabelingJobArn sets the LabelingJobArn field's value. 9674func (s *CreateLabelingJobOutput) SetLabelingJobArn(v string) *CreateLabelingJobOutput { 9675 s.LabelingJobArn = &v 9676 return s 9677} 9678 9679type CreateModelInput struct { 9680 _ struct{} `type:"structure"` 9681 9682 // Specifies the containers in the inference pipeline. 9683 Containers []*ContainerDefinition `type:"list"` 9684 9685 // Isolates the model container. No inbound or outbound network calls can be 9686 // made to or from the model container. 9687 // 9688 // The Semantic Segmentation built-in algorithm does not support network isolation. 9689 EnableNetworkIsolation *bool `type:"boolean"` 9690 9691 // The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can 9692 // assume to access model artifacts and docker image for deployment on ML compute 9693 // instances or for batch transform jobs. Deploying on ML compute instances 9694 // is part of model hosting. For more information, see Amazon SageMaker Roles 9695 // (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html). 9696 // 9697 // To be able to pass this role to Amazon SageMaker, the caller of this API 9698 // must have the iam:PassRole permission. 9699 // 9700 // ExecutionRoleArn is a required field 9701 ExecutionRoleArn *string `min:"20" type:"string" required:"true"` 9702 9703 // The name of the new model. 9704 // 9705 // ModelName is a required field 9706 ModelName *string `type:"string" required:"true"` 9707 9708 // The location of the primary docker image containing inference code, associated 9709 // artifacts, and custom environment map that the inference code uses when the 9710 // model is deployed for predictions. 9711 PrimaryContainer *ContainerDefinition `type:"structure"` 9712 9713 // An array of key-value pairs. For more information, see Using Cost Allocation 9714 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 9715 // in the AWS Billing and Cost Management User Guide. 9716 Tags []*Tag `type:"list"` 9717 9718 // A VpcConfig (https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html) 9719 // object that specifies the VPC that you want your model to connect to. Control 9720 // access to and from your model container by configuring the VPC. VpcConfig 9721 // is used in hosting services and in batch transform. For more information, 9722 // see Protect Endpoints by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) 9723 // and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private 9724 // Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html). 9725 VpcConfig *VpcConfig `type:"structure"` 9726} 9727 9728// String returns the string representation 9729func (s CreateModelInput) String() string { 9730 return awsutil.Prettify(s) 9731} 9732 9733// GoString returns the string representation 9734func (s CreateModelInput) GoString() string { 9735 return s.String() 9736} 9737 9738// Validate inspects the fields of the type to determine if they are valid. 9739func (s *CreateModelInput) Validate() error { 9740 invalidParams := request.ErrInvalidParams{Context: "CreateModelInput"} 9741 if s.ExecutionRoleArn == nil { 9742 invalidParams.Add(request.NewErrParamRequired("ExecutionRoleArn")) 9743 } 9744 if s.ExecutionRoleArn != nil && len(*s.ExecutionRoleArn) < 20 { 9745 invalidParams.Add(request.NewErrParamMinLen("ExecutionRoleArn", 20)) 9746 } 9747 if s.ModelName == nil { 9748 invalidParams.Add(request.NewErrParamRequired("ModelName")) 9749 } 9750 if s.Containers != nil { 9751 for i, v := range s.Containers { 9752 if v == nil { 9753 continue 9754 } 9755 if err := v.Validate(); err != nil { 9756 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Containers", i), err.(request.ErrInvalidParams)) 9757 } 9758 } 9759 } 9760 if s.PrimaryContainer != nil { 9761 if err := s.PrimaryContainer.Validate(); err != nil { 9762 invalidParams.AddNested("PrimaryContainer", err.(request.ErrInvalidParams)) 9763 } 9764 } 9765 if s.Tags != nil { 9766 for i, v := range s.Tags { 9767 if v == nil { 9768 continue 9769 } 9770 if err := v.Validate(); err != nil { 9771 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 9772 } 9773 } 9774 } 9775 if s.VpcConfig != nil { 9776 if err := s.VpcConfig.Validate(); err != nil { 9777 invalidParams.AddNested("VpcConfig", err.(request.ErrInvalidParams)) 9778 } 9779 } 9780 9781 if invalidParams.Len() > 0 { 9782 return invalidParams 9783 } 9784 return nil 9785} 9786 9787// SetContainers sets the Containers field's value. 9788func (s *CreateModelInput) SetContainers(v []*ContainerDefinition) *CreateModelInput { 9789 s.Containers = v 9790 return s 9791} 9792 9793// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value. 9794func (s *CreateModelInput) SetEnableNetworkIsolation(v bool) *CreateModelInput { 9795 s.EnableNetworkIsolation = &v 9796 return s 9797} 9798 9799// SetExecutionRoleArn sets the ExecutionRoleArn field's value. 9800func (s *CreateModelInput) SetExecutionRoleArn(v string) *CreateModelInput { 9801 s.ExecutionRoleArn = &v 9802 return s 9803} 9804 9805// SetModelName sets the ModelName field's value. 9806func (s *CreateModelInput) SetModelName(v string) *CreateModelInput { 9807 s.ModelName = &v 9808 return s 9809} 9810 9811// SetPrimaryContainer sets the PrimaryContainer field's value. 9812func (s *CreateModelInput) SetPrimaryContainer(v *ContainerDefinition) *CreateModelInput { 9813 s.PrimaryContainer = v 9814 return s 9815} 9816 9817// SetTags sets the Tags field's value. 9818func (s *CreateModelInput) SetTags(v []*Tag) *CreateModelInput { 9819 s.Tags = v 9820 return s 9821} 9822 9823// SetVpcConfig sets the VpcConfig field's value. 9824func (s *CreateModelInput) SetVpcConfig(v *VpcConfig) *CreateModelInput { 9825 s.VpcConfig = v 9826 return s 9827} 9828 9829type CreateModelOutput struct { 9830 _ struct{} `type:"structure"` 9831 9832 // The ARN of the model created in Amazon SageMaker. 9833 // 9834 // ModelArn is a required field 9835 ModelArn *string `min:"20" type:"string" required:"true"` 9836} 9837 9838// String returns the string representation 9839func (s CreateModelOutput) String() string { 9840 return awsutil.Prettify(s) 9841} 9842 9843// GoString returns the string representation 9844func (s CreateModelOutput) GoString() string { 9845 return s.String() 9846} 9847 9848// SetModelArn sets the ModelArn field's value. 9849func (s *CreateModelOutput) SetModelArn(v string) *CreateModelOutput { 9850 s.ModelArn = &v 9851 return s 9852} 9853 9854type CreateModelPackageInput struct { 9855 _ struct{} `type:"structure"` 9856 9857 // Whether to certify the model package for listing on AWS Marketplace. 9858 CertifyForMarketplace *bool `type:"boolean"` 9859 9860 // Specifies details about inference jobs that can be run with models based 9861 // on this model package, including the following: 9862 // 9863 // * The Amazon ECR paths of containers that contain the inference code and 9864 // model artifacts. 9865 // 9866 // * The instance types that the model package supports for transform jobs 9867 // and real-time endpoints used for inference. 9868 // 9869 // * The input and output content formats that the model package supports 9870 // for inference. 9871 InferenceSpecification *InferenceSpecification `type:"structure"` 9872 9873 // A description of the model package. 9874 ModelPackageDescription *string `type:"string"` 9875 9876 // The name of the model package. The name must have 1 to 63 characters. Valid 9877 // characters are a-z, A-Z, 0-9, and - (hyphen). 9878 // 9879 // ModelPackageName is a required field 9880 ModelPackageName *string `min:"1" type:"string" required:"true"` 9881 9882 // Details about the algorithm that was used to create the model package. 9883 SourceAlgorithmSpecification *SourceAlgorithmSpecification `type:"structure"` 9884 9885 // Specifies configurations for one or more transform jobs that Amazon SageMaker 9886 // runs to test the model package. 9887 ValidationSpecification *ModelPackageValidationSpecification `type:"structure"` 9888} 9889 9890// String returns the string representation 9891func (s CreateModelPackageInput) String() string { 9892 return awsutil.Prettify(s) 9893} 9894 9895// GoString returns the string representation 9896func (s CreateModelPackageInput) GoString() string { 9897 return s.String() 9898} 9899 9900// Validate inspects the fields of the type to determine if they are valid. 9901func (s *CreateModelPackageInput) Validate() error { 9902 invalidParams := request.ErrInvalidParams{Context: "CreateModelPackageInput"} 9903 if s.ModelPackageName == nil { 9904 invalidParams.Add(request.NewErrParamRequired("ModelPackageName")) 9905 } 9906 if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 { 9907 invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1)) 9908 } 9909 if s.InferenceSpecification != nil { 9910 if err := s.InferenceSpecification.Validate(); err != nil { 9911 invalidParams.AddNested("InferenceSpecification", err.(request.ErrInvalidParams)) 9912 } 9913 } 9914 if s.SourceAlgorithmSpecification != nil { 9915 if err := s.SourceAlgorithmSpecification.Validate(); err != nil { 9916 invalidParams.AddNested("SourceAlgorithmSpecification", err.(request.ErrInvalidParams)) 9917 } 9918 } 9919 if s.ValidationSpecification != nil { 9920 if err := s.ValidationSpecification.Validate(); err != nil { 9921 invalidParams.AddNested("ValidationSpecification", err.(request.ErrInvalidParams)) 9922 } 9923 } 9924 9925 if invalidParams.Len() > 0 { 9926 return invalidParams 9927 } 9928 return nil 9929} 9930 9931// SetCertifyForMarketplace sets the CertifyForMarketplace field's value. 9932func (s *CreateModelPackageInput) SetCertifyForMarketplace(v bool) *CreateModelPackageInput { 9933 s.CertifyForMarketplace = &v 9934 return s 9935} 9936 9937// SetInferenceSpecification sets the InferenceSpecification field's value. 9938func (s *CreateModelPackageInput) SetInferenceSpecification(v *InferenceSpecification) *CreateModelPackageInput { 9939 s.InferenceSpecification = v 9940 return s 9941} 9942 9943// SetModelPackageDescription sets the ModelPackageDescription field's value. 9944func (s *CreateModelPackageInput) SetModelPackageDescription(v string) *CreateModelPackageInput { 9945 s.ModelPackageDescription = &v 9946 return s 9947} 9948 9949// SetModelPackageName sets the ModelPackageName field's value. 9950func (s *CreateModelPackageInput) SetModelPackageName(v string) *CreateModelPackageInput { 9951 s.ModelPackageName = &v 9952 return s 9953} 9954 9955// SetSourceAlgorithmSpecification sets the SourceAlgorithmSpecification field's value. 9956func (s *CreateModelPackageInput) SetSourceAlgorithmSpecification(v *SourceAlgorithmSpecification) *CreateModelPackageInput { 9957 s.SourceAlgorithmSpecification = v 9958 return s 9959} 9960 9961// SetValidationSpecification sets the ValidationSpecification field's value. 9962func (s *CreateModelPackageInput) SetValidationSpecification(v *ModelPackageValidationSpecification) *CreateModelPackageInput { 9963 s.ValidationSpecification = v 9964 return s 9965} 9966 9967type CreateModelPackageOutput struct { 9968 _ struct{} `type:"structure"` 9969 9970 // The Amazon Resource Name (ARN) of the new model package. 9971 // 9972 // ModelPackageArn is a required field 9973 ModelPackageArn *string `min:"1" type:"string" required:"true"` 9974} 9975 9976// String returns the string representation 9977func (s CreateModelPackageOutput) String() string { 9978 return awsutil.Prettify(s) 9979} 9980 9981// GoString returns the string representation 9982func (s CreateModelPackageOutput) GoString() string { 9983 return s.String() 9984} 9985 9986// SetModelPackageArn sets the ModelPackageArn field's value. 9987func (s *CreateModelPackageOutput) SetModelPackageArn(v string) *CreateModelPackageOutput { 9988 s.ModelPackageArn = &v 9989 return s 9990} 9991 9992type CreateNotebookInstanceInput struct { 9993 _ struct{} `type:"structure"` 9994 9995 // A list of Elastic Inference (EI) instance types to associate with this notebook 9996 // instance. Currently, only one instance type can be associated with a notebook 9997 // instance. For more information, see Using Elastic Inference in Amazon SageMaker 9998 // (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html). 9999 AcceleratorTypes []*string `type:"list"` 10000 10001 // An array of up to three Git repositories to associate with the notebook instance. 10002 // These can be either the names of Git repositories stored as resources in 10003 // your account, or the URL of Git repositories in AWS CodeCommit (codecommit/latest/userguide/welcome.html) 10004 // or in any other Git repository. These repositories are cloned at the same 10005 // level as the default repository of your notebook instance. For more information, 10006 // see Associating Git Repositories with Amazon SageMaker Notebook Instances 10007 // (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 10008 AdditionalCodeRepositories []*string `type:"list"` 10009 10010 // A Git repository to associate with the notebook instance as its default code 10011 // repository. This can be either the name of a Git repository stored as a resource 10012 // in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 10013 // or in any other Git repository. When you open a notebook instance, it opens 10014 // in the directory that contains this repository. For more information, see 10015 // Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 10016 DefaultCodeRepository *string `min:"1" type:"string"` 10017 10018 // Sets whether Amazon SageMaker provides internet access to the notebook instance. 10019 // If you set this to Disabled this notebook instance will be able to access 10020 // resources only in your VPC, and will not be able to connect to Amazon SageMaker 10021 // training and endpoint services unless your configure a NAT Gateway in your 10022 // VPC. 10023 // 10024 // For more information, see Notebook Instances Are Internet-Enabled by Default 10025 // (https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access). 10026 // You can set the value of this parameter to Disabled only if you set a value 10027 // for the SubnetId parameter. 10028 DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"` 10029 10030 // The type of ML compute instance to launch for the notebook instance. 10031 // 10032 // InstanceType is a required field 10033 InstanceType *string `type:"string" required:"true" enum:"InstanceType"` 10034 10035 // The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon 10036 // SageMaker uses to encrypt data on the storage volume attached to your notebook 10037 // instance. The KMS key you provide must be enabled. For information, see Enabling 10038 // and Disabling Keys (https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html) 10039 // in the AWS Key Management Service Developer Guide. 10040 KmsKeyId *string `type:"string"` 10041 10042 // The name of a lifecycle configuration to associate with the notebook instance. 10043 // For information about lifestyle configurations, see Step 2.1: (Optional) 10044 // Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). 10045 LifecycleConfigName *string `type:"string"` 10046 10047 // The name of the new notebook instance. 10048 // 10049 // NotebookInstanceName is a required field 10050 NotebookInstanceName *string `type:"string" required:"true"` 10051 10052 // When you send any requests to AWS resources from the notebook instance, Amazon 10053 // SageMaker assumes this role to perform tasks on your behalf. You must grant 10054 // this role necessary permissions so Amazon SageMaker can perform these tasks. 10055 // The policy must allow the Amazon SageMaker service principal (sagemaker.amazonaws.com) 10056 // permissionsto to assume this role. For more information, see Amazon SageMaker 10057 // Roles (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html). 10058 // 10059 // To be able to pass this role to Amazon SageMaker, the caller of this API 10060 // must have the iam:PassRole permission. 10061 // 10062 // RoleArn is a required field 10063 RoleArn *string `min:"20" type:"string" required:"true"` 10064 10065 // Whether root access is enabled or disabled for users of the notebook instance. 10066 // The default value is Enabled. 10067 // 10068 // Lifecycle configurations need root access to be able to set up a notebook 10069 // instance. Because of this, lifecycle configurations associated with a notebook 10070 // instance always run with root access even if you disable root access for 10071 // users. 10072 RootAccess *string `type:"string" enum:"RootAccess"` 10073 10074 // The VPC security group IDs, in the form sg-xxxxxxxx. The security groups 10075 // must be for the same VPC as specified in the subnet. 10076 SecurityGroupIds []*string `type:"list"` 10077 10078 // The ID of the subnet in a VPC to which you would like to have a connectivity 10079 // from your ML compute instance. 10080 SubnetId *string `type:"string"` 10081 10082 // A list of tags to associate with the notebook instance. You can add tags 10083 // later by using the CreateTags API. 10084 Tags []*Tag `type:"list"` 10085 10086 // The size, in GB, of the ML storage volume to attach to the notebook instance. 10087 // The default value is 5 GB. 10088 VolumeSizeInGB *int64 `min:"5" type:"integer"` 10089} 10090 10091// String returns the string representation 10092func (s CreateNotebookInstanceInput) String() string { 10093 return awsutil.Prettify(s) 10094} 10095 10096// GoString returns the string representation 10097func (s CreateNotebookInstanceInput) GoString() string { 10098 return s.String() 10099} 10100 10101// Validate inspects the fields of the type to determine if they are valid. 10102func (s *CreateNotebookInstanceInput) Validate() error { 10103 invalidParams := request.ErrInvalidParams{Context: "CreateNotebookInstanceInput"} 10104 if s.DefaultCodeRepository != nil && len(*s.DefaultCodeRepository) < 1 { 10105 invalidParams.Add(request.NewErrParamMinLen("DefaultCodeRepository", 1)) 10106 } 10107 if s.InstanceType == nil { 10108 invalidParams.Add(request.NewErrParamRequired("InstanceType")) 10109 } 10110 if s.NotebookInstanceName == nil { 10111 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 10112 } 10113 if s.RoleArn == nil { 10114 invalidParams.Add(request.NewErrParamRequired("RoleArn")) 10115 } 10116 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 10117 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 10118 } 10119 if s.VolumeSizeInGB != nil && *s.VolumeSizeInGB < 5 { 10120 invalidParams.Add(request.NewErrParamMinValue("VolumeSizeInGB", 5)) 10121 } 10122 if s.Tags != nil { 10123 for i, v := range s.Tags { 10124 if v == nil { 10125 continue 10126 } 10127 if err := v.Validate(); err != nil { 10128 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 10129 } 10130 } 10131 } 10132 10133 if invalidParams.Len() > 0 { 10134 return invalidParams 10135 } 10136 return nil 10137} 10138 10139// SetAcceleratorTypes sets the AcceleratorTypes field's value. 10140func (s *CreateNotebookInstanceInput) SetAcceleratorTypes(v []*string) *CreateNotebookInstanceInput { 10141 s.AcceleratorTypes = v 10142 return s 10143} 10144 10145// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value. 10146func (s *CreateNotebookInstanceInput) SetAdditionalCodeRepositories(v []*string) *CreateNotebookInstanceInput { 10147 s.AdditionalCodeRepositories = v 10148 return s 10149} 10150 10151// SetDefaultCodeRepository sets the DefaultCodeRepository field's value. 10152func (s *CreateNotebookInstanceInput) SetDefaultCodeRepository(v string) *CreateNotebookInstanceInput { 10153 s.DefaultCodeRepository = &v 10154 return s 10155} 10156 10157// SetDirectInternetAccess sets the DirectInternetAccess field's value. 10158func (s *CreateNotebookInstanceInput) SetDirectInternetAccess(v string) *CreateNotebookInstanceInput { 10159 s.DirectInternetAccess = &v 10160 return s 10161} 10162 10163// SetInstanceType sets the InstanceType field's value. 10164func (s *CreateNotebookInstanceInput) SetInstanceType(v string) *CreateNotebookInstanceInput { 10165 s.InstanceType = &v 10166 return s 10167} 10168 10169// SetKmsKeyId sets the KmsKeyId field's value. 10170func (s *CreateNotebookInstanceInput) SetKmsKeyId(v string) *CreateNotebookInstanceInput { 10171 s.KmsKeyId = &v 10172 return s 10173} 10174 10175// SetLifecycleConfigName sets the LifecycleConfigName field's value. 10176func (s *CreateNotebookInstanceInput) SetLifecycleConfigName(v string) *CreateNotebookInstanceInput { 10177 s.LifecycleConfigName = &v 10178 return s 10179} 10180 10181// SetNotebookInstanceName sets the NotebookInstanceName field's value. 10182func (s *CreateNotebookInstanceInput) SetNotebookInstanceName(v string) *CreateNotebookInstanceInput { 10183 s.NotebookInstanceName = &v 10184 return s 10185} 10186 10187// SetRoleArn sets the RoleArn field's value. 10188func (s *CreateNotebookInstanceInput) SetRoleArn(v string) *CreateNotebookInstanceInput { 10189 s.RoleArn = &v 10190 return s 10191} 10192 10193// SetRootAccess sets the RootAccess field's value. 10194func (s *CreateNotebookInstanceInput) SetRootAccess(v string) *CreateNotebookInstanceInput { 10195 s.RootAccess = &v 10196 return s 10197} 10198 10199// SetSecurityGroupIds sets the SecurityGroupIds field's value. 10200func (s *CreateNotebookInstanceInput) SetSecurityGroupIds(v []*string) *CreateNotebookInstanceInput { 10201 s.SecurityGroupIds = v 10202 return s 10203} 10204 10205// SetSubnetId sets the SubnetId field's value. 10206func (s *CreateNotebookInstanceInput) SetSubnetId(v string) *CreateNotebookInstanceInput { 10207 s.SubnetId = &v 10208 return s 10209} 10210 10211// SetTags sets the Tags field's value. 10212func (s *CreateNotebookInstanceInput) SetTags(v []*Tag) *CreateNotebookInstanceInput { 10213 s.Tags = v 10214 return s 10215} 10216 10217// SetVolumeSizeInGB sets the VolumeSizeInGB field's value. 10218func (s *CreateNotebookInstanceInput) SetVolumeSizeInGB(v int64) *CreateNotebookInstanceInput { 10219 s.VolumeSizeInGB = &v 10220 return s 10221} 10222 10223type CreateNotebookInstanceLifecycleConfigInput struct { 10224 _ struct{} `type:"structure"` 10225 10226 // The name of the lifecycle configuration. 10227 // 10228 // NotebookInstanceLifecycleConfigName is a required field 10229 NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"` 10230 10231 // A shell script that runs only once, when you create a notebook instance. 10232 // The shell script must be a base64-encoded string. 10233 OnCreate []*NotebookInstanceLifecycleHook `type:"list"` 10234 10235 // A shell script that runs every time you start a notebook instance, including 10236 // when you create the notebook instance. The shell script must be a base64-encoded 10237 // string. 10238 OnStart []*NotebookInstanceLifecycleHook `type:"list"` 10239} 10240 10241// String returns the string representation 10242func (s CreateNotebookInstanceLifecycleConfigInput) String() string { 10243 return awsutil.Prettify(s) 10244} 10245 10246// GoString returns the string representation 10247func (s CreateNotebookInstanceLifecycleConfigInput) GoString() string { 10248 return s.String() 10249} 10250 10251// Validate inspects the fields of the type to determine if they are valid. 10252func (s *CreateNotebookInstanceLifecycleConfigInput) Validate() error { 10253 invalidParams := request.ErrInvalidParams{Context: "CreateNotebookInstanceLifecycleConfigInput"} 10254 if s.NotebookInstanceLifecycleConfigName == nil { 10255 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName")) 10256 } 10257 if s.OnCreate != nil { 10258 for i, v := range s.OnCreate { 10259 if v == nil { 10260 continue 10261 } 10262 if err := v.Validate(); err != nil { 10263 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnCreate", i), err.(request.ErrInvalidParams)) 10264 } 10265 } 10266 } 10267 if s.OnStart != nil { 10268 for i, v := range s.OnStart { 10269 if v == nil { 10270 continue 10271 } 10272 if err := v.Validate(); err != nil { 10273 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnStart", i), err.(request.ErrInvalidParams)) 10274 } 10275 } 10276 } 10277 10278 if invalidParams.Len() > 0 { 10279 return invalidParams 10280 } 10281 return nil 10282} 10283 10284// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 10285func (s *CreateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *CreateNotebookInstanceLifecycleConfigInput { 10286 s.NotebookInstanceLifecycleConfigName = &v 10287 return s 10288} 10289 10290// SetOnCreate sets the OnCreate field's value. 10291func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput { 10292 s.OnCreate = v 10293 return s 10294} 10295 10296// SetOnStart sets the OnStart field's value. 10297func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput { 10298 s.OnStart = v 10299 return s 10300} 10301 10302type CreateNotebookInstanceLifecycleConfigOutput struct { 10303 _ struct{} `type:"structure"` 10304 10305 // The Amazon Resource Name (ARN) of the lifecycle configuration. 10306 NotebookInstanceLifecycleConfigArn *string `type:"string"` 10307} 10308 10309// String returns the string representation 10310func (s CreateNotebookInstanceLifecycleConfigOutput) String() string { 10311 return awsutil.Prettify(s) 10312} 10313 10314// GoString returns the string representation 10315func (s CreateNotebookInstanceLifecycleConfigOutput) GoString() string { 10316 return s.String() 10317} 10318 10319// SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value. 10320func (s *CreateNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *CreateNotebookInstanceLifecycleConfigOutput { 10321 s.NotebookInstanceLifecycleConfigArn = &v 10322 return s 10323} 10324 10325type CreateNotebookInstanceOutput struct { 10326 _ struct{} `type:"structure"` 10327 10328 // The Amazon Resource Name (ARN) of the notebook instance. 10329 NotebookInstanceArn *string `type:"string"` 10330} 10331 10332// String returns the string representation 10333func (s CreateNotebookInstanceOutput) String() string { 10334 return awsutil.Prettify(s) 10335} 10336 10337// GoString returns the string representation 10338func (s CreateNotebookInstanceOutput) GoString() string { 10339 return s.String() 10340} 10341 10342// SetNotebookInstanceArn sets the NotebookInstanceArn field's value. 10343func (s *CreateNotebookInstanceOutput) SetNotebookInstanceArn(v string) *CreateNotebookInstanceOutput { 10344 s.NotebookInstanceArn = &v 10345 return s 10346} 10347 10348type CreatePresignedNotebookInstanceUrlInput struct { 10349 _ struct{} `type:"structure"` 10350 10351 // The name of the notebook instance. 10352 // 10353 // NotebookInstanceName is a required field 10354 NotebookInstanceName *string `type:"string" required:"true"` 10355 10356 // The duration of the session, in seconds. The default is 12 hours. 10357 SessionExpirationDurationInSeconds *int64 `min:"1800" type:"integer"` 10358} 10359 10360// String returns the string representation 10361func (s CreatePresignedNotebookInstanceUrlInput) String() string { 10362 return awsutil.Prettify(s) 10363} 10364 10365// GoString returns the string representation 10366func (s CreatePresignedNotebookInstanceUrlInput) GoString() string { 10367 return s.String() 10368} 10369 10370// Validate inspects the fields of the type to determine if they are valid. 10371func (s *CreatePresignedNotebookInstanceUrlInput) Validate() error { 10372 invalidParams := request.ErrInvalidParams{Context: "CreatePresignedNotebookInstanceUrlInput"} 10373 if s.NotebookInstanceName == nil { 10374 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 10375 } 10376 if s.SessionExpirationDurationInSeconds != nil && *s.SessionExpirationDurationInSeconds < 1800 { 10377 invalidParams.Add(request.NewErrParamMinValue("SessionExpirationDurationInSeconds", 1800)) 10378 } 10379 10380 if invalidParams.Len() > 0 { 10381 return invalidParams 10382 } 10383 return nil 10384} 10385 10386// SetNotebookInstanceName sets the NotebookInstanceName field's value. 10387func (s *CreatePresignedNotebookInstanceUrlInput) SetNotebookInstanceName(v string) *CreatePresignedNotebookInstanceUrlInput { 10388 s.NotebookInstanceName = &v 10389 return s 10390} 10391 10392// SetSessionExpirationDurationInSeconds sets the SessionExpirationDurationInSeconds field's value. 10393func (s *CreatePresignedNotebookInstanceUrlInput) SetSessionExpirationDurationInSeconds(v int64) *CreatePresignedNotebookInstanceUrlInput { 10394 s.SessionExpirationDurationInSeconds = &v 10395 return s 10396} 10397 10398type CreatePresignedNotebookInstanceUrlOutput struct { 10399 _ struct{} `type:"structure"` 10400 10401 // A JSON object that contains the URL string. 10402 AuthorizedUrl *string `type:"string"` 10403} 10404 10405// String returns the string representation 10406func (s CreatePresignedNotebookInstanceUrlOutput) String() string { 10407 return awsutil.Prettify(s) 10408} 10409 10410// GoString returns the string representation 10411func (s CreatePresignedNotebookInstanceUrlOutput) GoString() string { 10412 return s.String() 10413} 10414 10415// SetAuthorizedUrl sets the AuthorizedUrl field's value. 10416func (s *CreatePresignedNotebookInstanceUrlOutput) SetAuthorizedUrl(v string) *CreatePresignedNotebookInstanceUrlOutput { 10417 s.AuthorizedUrl = &v 10418 return s 10419} 10420 10421type CreateTrainingJobInput struct { 10422 _ struct{} `type:"structure"` 10423 10424 // The registry path of the Docker image that contains the training algorithm 10425 // and algorithm-specific metadata, including the input mode. For more information 10426 // about algorithms provided by Amazon SageMaker, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). 10427 // For information about providing your own algorithms, see Using Your Own Algorithms 10428 // with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html). 10429 // 10430 // AlgorithmSpecification is a required field 10431 AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"` 10432 10433 // Contains information about the output location for managed spot training 10434 // checkpoint data. 10435 CheckpointConfig *CheckpointConfig `type:"structure"` 10436 10437 // To encrypt all communications between ML compute instances in distributed 10438 // training, choose True. Encryption provides greater security for distributed 10439 // training, but training might take longer. How long it takes depends on the 10440 // amount of communication between compute instances, especially if you use 10441 // a deep learning algorithm in distributed training. For more information, 10442 // see Protect Communications Between ML Compute Instances in a Distributed 10443 // Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/train-encrypt.html). 10444 EnableInterContainerTrafficEncryption *bool `type:"boolean"` 10445 10446 // To train models using managed spot training, choose True. Managed spot training 10447 // provides a fully managed and scalable infrastructure for training machine 10448 // learning models. this option is useful when training jobs can be interrupted 10449 // and when there is flexibility when the training job is run. 10450 // 10451 // The complete and intermediate results of jobs are stored in an Amazon S3 10452 // bucket, and can be used as a starting point to train models incrementally. 10453 // Amazon SageMaker provides metrics and logs in CloudWatch. They can be used 10454 // to see when managed spot training jobs are running, interrupted, resumed, 10455 // or completed. 10456 EnableManagedSpotTraining *bool `type:"boolean"` 10457 10458 // Isolates the training container. No inbound or outbound network calls can 10459 // be made, except for calls between peers within a training cluster for distributed 10460 // training. If you enable network isolation for training jobs that are configured 10461 // to use a VPC, Amazon SageMaker downloads and uploads customer data and model 10462 // artifacts through the specified VPC, but the training container does not 10463 // have network access. 10464 // 10465 // The Semantic Segmentation built-in algorithm does not support network isolation. 10466 EnableNetworkIsolation *bool `type:"boolean"` 10467 10468 // Algorithm-specific parameters that influence the quality of the model. You 10469 // set hyperparameters before you start the learning process. For a list of 10470 // hyperparameters for each training algorithm provided by Amazon SageMaker, 10471 // see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). 10472 // 10473 // You can specify a maximum of 100 hyperparameters. Each hyperparameter is 10474 // a key-value pair. Each key and value is limited to 256 characters, as specified 10475 // by the Length Constraint. 10476 HyperParameters map[string]*string `type:"map"` 10477 10478 // An array of Channel objects. Each channel is a named input source. InputDataConfig 10479 // describes the input data and its location. 10480 // 10481 // Algorithms can accept input data from one or more channels. For example, 10482 // an algorithm might have two channels of input data, training_data and validation_data. 10483 // The configuration for each channel provides the S3, EFS, or FSx location 10484 // where the input data is stored. It also provides information about the stored 10485 // data: the MIME type, compression method, and whether the data is wrapped 10486 // in RecordIO format. 10487 // 10488 // Depending on the input mode that the algorithm supports, Amazon SageMaker 10489 // either copies input data files from an S3 bucket to a local directory in 10490 // the Docker container, or makes it available as input streams. For example, 10491 // if you specify an EFS location, input data files will be made available as 10492 // input streams. They do not need to be downloaded. 10493 InputDataConfig []*Channel `min:"1" type:"list"` 10494 10495 // Specifies the path to the S3 location where you want to store model artifacts. 10496 // Amazon SageMaker creates subfolders for the artifacts. 10497 // 10498 // OutputDataConfig is a required field 10499 OutputDataConfig *OutputDataConfig `type:"structure" required:"true"` 10500 10501 // The resources, including the ML compute instances and ML storage volumes, 10502 // to use for model training. 10503 // 10504 // ML storage volumes store model artifacts and incremental states. Training 10505 // algorithms might also use ML storage volumes for scratch space. If you want 10506 // Amazon SageMaker to use the ML storage volume to store the training data, 10507 // choose File as the TrainingInputMode in the algorithm specification. For 10508 // distributed training algorithms, specify an instance count greater than 1. 10509 // 10510 // ResourceConfig is a required field 10511 ResourceConfig *ResourceConfig `type:"structure" required:"true"` 10512 10513 // The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume 10514 // to perform tasks on your behalf. 10515 // 10516 // During model training, Amazon SageMaker needs your permission to read input 10517 // data from an S3 bucket, download a Docker image that contains training code, 10518 // write model artifacts to an S3 bucket, write logs to Amazon CloudWatch Logs, 10519 // and publish metrics to Amazon CloudWatch. You grant permissions for all of 10520 // these tasks to an IAM role. For more information, see Amazon SageMaker Roles 10521 // (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html). 10522 // 10523 // To be able to pass this role to Amazon SageMaker, the caller of this API 10524 // must have the iam:PassRole permission. 10525 // 10526 // RoleArn is a required field 10527 RoleArn *string `min:"20" type:"string" required:"true"` 10528 10529 // Specifies a limit to how long a model training job can run. When the job 10530 // reaches the time limit, Amazon SageMaker ends the training job. Use this 10531 // API to cap model training costs. 10532 // 10533 // To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which 10534 // delays job termination for 120 seconds. Algorithms can use this 120-second 10535 // window to save the model artifacts, so the results of training are not lost. 10536 // 10537 // StoppingCondition is a required field 10538 StoppingCondition *StoppingCondition `type:"structure" required:"true"` 10539 10540 // An array of key-value pairs. For more information, see Using Cost Allocation 10541 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 10542 // in the AWS Billing and Cost Management User Guide. 10543 Tags []*Tag `type:"list"` 10544 10545 // The name of the training job. The name must be unique within an AWS Region 10546 // in an AWS account. 10547 // 10548 // TrainingJobName is a required field 10549 TrainingJobName *string `min:"1" type:"string" required:"true"` 10550 10551 // A VpcConfig object that specifies the VPC that you want your training job 10552 // to connect to. Control access to and from your training container by configuring 10553 // the VPC. For more information, see Protect Training Jobs by Using an Amazon 10554 // Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html). 10555 VpcConfig *VpcConfig `type:"structure"` 10556} 10557 10558// String returns the string representation 10559func (s CreateTrainingJobInput) String() string { 10560 return awsutil.Prettify(s) 10561} 10562 10563// GoString returns the string representation 10564func (s CreateTrainingJobInput) GoString() string { 10565 return s.String() 10566} 10567 10568// Validate inspects the fields of the type to determine if they are valid. 10569func (s *CreateTrainingJobInput) Validate() error { 10570 invalidParams := request.ErrInvalidParams{Context: "CreateTrainingJobInput"} 10571 if s.AlgorithmSpecification == nil { 10572 invalidParams.Add(request.NewErrParamRequired("AlgorithmSpecification")) 10573 } 10574 if s.InputDataConfig != nil && len(s.InputDataConfig) < 1 { 10575 invalidParams.Add(request.NewErrParamMinLen("InputDataConfig", 1)) 10576 } 10577 if s.OutputDataConfig == nil { 10578 invalidParams.Add(request.NewErrParamRequired("OutputDataConfig")) 10579 } 10580 if s.ResourceConfig == nil { 10581 invalidParams.Add(request.NewErrParamRequired("ResourceConfig")) 10582 } 10583 if s.RoleArn == nil { 10584 invalidParams.Add(request.NewErrParamRequired("RoleArn")) 10585 } 10586 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 10587 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 10588 } 10589 if s.StoppingCondition == nil { 10590 invalidParams.Add(request.NewErrParamRequired("StoppingCondition")) 10591 } 10592 if s.TrainingJobName == nil { 10593 invalidParams.Add(request.NewErrParamRequired("TrainingJobName")) 10594 } 10595 if s.TrainingJobName != nil && len(*s.TrainingJobName) < 1 { 10596 invalidParams.Add(request.NewErrParamMinLen("TrainingJobName", 1)) 10597 } 10598 if s.AlgorithmSpecification != nil { 10599 if err := s.AlgorithmSpecification.Validate(); err != nil { 10600 invalidParams.AddNested("AlgorithmSpecification", err.(request.ErrInvalidParams)) 10601 } 10602 } 10603 if s.CheckpointConfig != nil { 10604 if err := s.CheckpointConfig.Validate(); err != nil { 10605 invalidParams.AddNested("CheckpointConfig", err.(request.ErrInvalidParams)) 10606 } 10607 } 10608 if s.InputDataConfig != nil { 10609 for i, v := range s.InputDataConfig { 10610 if v == nil { 10611 continue 10612 } 10613 if err := v.Validate(); err != nil { 10614 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "InputDataConfig", i), err.(request.ErrInvalidParams)) 10615 } 10616 } 10617 } 10618 if s.OutputDataConfig != nil { 10619 if err := s.OutputDataConfig.Validate(); err != nil { 10620 invalidParams.AddNested("OutputDataConfig", err.(request.ErrInvalidParams)) 10621 } 10622 } 10623 if s.ResourceConfig != nil { 10624 if err := s.ResourceConfig.Validate(); err != nil { 10625 invalidParams.AddNested("ResourceConfig", err.(request.ErrInvalidParams)) 10626 } 10627 } 10628 if s.StoppingCondition != nil { 10629 if err := s.StoppingCondition.Validate(); err != nil { 10630 invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams)) 10631 } 10632 } 10633 if s.Tags != nil { 10634 for i, v := range s.Tags { 10635 if v == nil { 10636 continue 10637 } 10638 if err := v.Validate(); err != nil { 10639 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 10640 } 10641 } 10642 } 10643 if s.VpcConfig != nil { 10644 if err := s.VpcConfig.Validate(); err != nil { 10645 invalidParams.AddNested("VpcConfig", err.(request.ErrInvalidParams)) 10646 } 10647 } 10648 10649 if invalidParams.Len() > 0 { 10650 return invalidParams 10651 } 10652 return nil 10653} 10654 10655// SetAlgorithmSpecification sets the AlgorithmSpecification field's value. 10656func (s *CreateTrainingJobInput) SetAlgorithmSpecification(v *AlgorithmSpecification) *CreateTrainingJobInput { 10657 s.AlgorithmSpecification = v 10658 return s 10659} 10660 10661// SetCheckpointConfig sets the CheckpointConfig field's value. 10662func (s *CreateTrainingJobInput) SetCheckpointConfig(v *CheckpointConfig) *CreateTrainingJobInput { 10663 s.CheckpointConfig = v 10664 return s 10665} 10666 10667// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value. 10668func (s *CreateTrainingJobInput) SetEnableInterContainerTrafficEncryption(v bool) *CreateTrainingJobInput { 10669 s.EnableInterContainerTrafficEncryption = &v 10670 return s 10671} 10672 10673// SetEnableManagedSpotTraining sets the EnableManagedSpotTraining field's value. 10674func (s *CreateTrainingJobInput) SetEnableManagedSpotTraining(v bool) *CreateTrainingJobInput { 10675 s.EnableManagedSpotTraining = &v 10676 return s 10677} 10678 10679// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value. 10680func (s *CreateTrainingJobInput) SetEnableNetworkIsolation(v bool) *CreateTrainingJobInput { 10681 s.EnableNetworkIsolation = &v 10682 return s 10683} 10684 10685// SetHyperParameters sets the HyperParameters field's value. 10686func (s *CreateTrainingJobInput) SetHyperParameters(v map[string]*string) *CreateTrainingJobInput { 10687 s.HyperParameters = v 10688 return s 10689} 10690 10691// SetInputDataConfig sets the InputDataConfig field's value. 10692func (s *CreateTrainingJobInput) SetInputDataConfig(v []*Channel) *CreateTrainingJobInput { 10693 s.InputDataConfig = v 10694 return s 10695} 10696 10697// SetOutputDataConfig sets the OutputDataConfig field's value. 10698func (s *CreateTrainingJobInput) SetOutputDataConfig(v *OutputDataConfig) *CreateTrainingJobInput { 10699 s.OutputDataConfig = v 10700 return s 10701} 10702 10703// SetResourceConfig sets the ResourceConfig field's value. 10704func (s *CreateTrainingJobInput) SetResourceConfig(v *ResourceConfig) *CreateTrainingJobInput { 10705 s.ResourceConfig = v 10706 return s 10707} 10708 10709// SetRoleArn sets the RoleArn field's value. 10710func (s *CreateTrainingJobInput) SetRoleArn(v string) *CreateTrainingJobInput { 10711 s.RoleArn = &v 10712 return s 10713} 10714 10715// SetStoppingCondition sets the StoppingCondition field's value. 10716func (s *CreateTrainingJobInput) SetStoppingCondition(v *StoppingCondition) *CreateTrainingJobInput { 10717 s.StoppingCondition = v 10718 return s 10719} 10720 10721// SetTags sets the Tags field's value. 10722func (s *CreateTrainingJobInput) SetTags(v []*Tag) *CreateTrainingJobInput { 10723 s.Tags = v 10724 return s 10725} 10726 10727// SetTrainingJobName sets the TrainingJobName field's value. 10728func (s *CreateTrainingJobInput) SetTrainingJobName(v string) *CreateTrainingJobInput { 10729 s.TrainingJobName = &v 10730 return s 10731} 10732 10733// SetVpcConfig sets the VpcConfig field's value. 10734func (s *CreateTrainingJobInput) SetVpcConfig(v *VpcConfig) *CreateTrainingJobInput { 10735 s.VpcConfig = v 10736 return s 10737} 10738 10739type CreateTrainingJobOutput struct { 10740 _ struct{} `type:"structure"` 10741 10742 // The Amazon Resource Name (ARN) of the training job. 10743 // 10744 // TrainingJobArn is a required field 10745 TrainingJobArn *string `type:"string" required:"true"` 10746} 10747 10748// String returns the string representation 10749func (s CreateTrainingJobOutput) String() string { 10750 return awsutil.Prettify(s) 10751} 10752 10753// GoString returns the string representation 10754func (s CreateTrainingJobOutput) GoString() string { 10755 return s.String() 10756} 10757 10758// SetTrainingJobArn sets the TrainingJobArn field's value. 10759func (s *CreateTrainingJobOutput) SetTrainingJobArn(v string) *CreateTrainingJobOutput { 10760 s.TrainingJobArn = &v 10761 return s 10762} 10763 10764type CreateTransformJobInput struct { 10765 _ struct{} `type:"structure"` 10766 10767 // Specifies the number of records to include in a mini-batch for an HTTP inference 10768 // request. A record is a single unit of input data that inference can be made 10769 // on. For example, a single line in a CSV file is a record. 10770 // 10771 // To enable the batch strategy, you must set SplitType to Line, RecordIO, or 10772 // TFRecord. 10773 // 10774 // To use only one record when making an HTTP invocation request to a container, 10775 // set BatchStrategy to SingleRecord and SplitType to Line. 10776 // 10777 // To fit as many records in a mini-batch as can fit within the MaxPayloadInMB 10778 // limit, set BatchStrategy to MultiRecord and SplitType to Line. 10779 BatchStrategy *string `type:"string" enum:"BatchStrategy"` 10780 10781 // The data structure used to specify the data to be used for inference in a 10782 // batch transform job and to associate the data that is relevant to the prediction 10783 // results in the output. The input filter provided allows you to exclude input 10784 // data that is not needed for inference in a batch transform job. The output 10785 // filter provided allows you to include input data relevant to interpreting 10786 // the predictions in the output from the job. For more information, see Associate 10787 // Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html). 10788 DataProcessing *DataProcessing `type:"structure"` 10789 10790 // The environment variables to set in the Docker container. We support up to 10791 // 16 key and values entries in the map. 10792 Environment map[string]*string `type:"map"` 10793 10794 // The maximum number of parallel requests that can be sent to each instance 10795 // in a transform job. If MaxConcurrentTransforms is set to 0 or left unset, 10796 // Amazon SageMaker checks the optional execution-parameters to determine the 10797 // optimal settings for your chosen algorithm. If the execution-parameters endpoint 10798 // is not enabled, the default value is 1. For more information on execution-parameters, 10799 // 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). 10800 // For built-in algorithms, you don't need to set a value for MaxConcurrentTransforms. 10801 MaxConcurrentTransforms *int64 `type:"integer"` 10802 10803 // The maximum allowed size of the payload, in MB. A payload is the data portion 10804 // of a record (without metadata). The value in MaxPayloadInMB must be greater 10805 // than, or equal to, the size of a single record. To estimate the size of a 10806 // record in MB, divide the size of your dataset by the number of records. To 10807 // ensure that the records fit within the maximum payload size, we recommend 10808 // using a slightly larger value. The default value is 6 MB. 10809 // 10810 // For cases where the payload might be arbitrarily large and is transmitted 10811 // using HTTP chunked encoding, set the value to 0. This feature works only 10812 // in supported algorithms. Currently, Amazon SageMaker built-in algorithms 10813 // do not support HTTP chunked encoding. 10814 MaxPayloadInMB *int64 `type:"integer"` 10815 10816 // The name of the model that you want to use for the transform job. ModelName 10817 // must be the name of an existing Amazon SageMaker model within an AWS Region 10818 // in an AWS account. 10819 // 10820 // ModelName is a required field 10821 ModelName *string `type:"string" required:"true"` 10822 10823 // (Optional) An array of key-value pairs. For more information, see Using Cost 10824 // Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 10825 // in the AWS Billing and Cost Management User Guide. 10826 Tags []*Tag `type:"list"` 10827 10828 // Describes the input source and the way the transform job consumes it. 10829 // 10830 // TransformInput is a required field 10831 TransformInput *TransformInput `type:"structure" required:"true"` 10832 10833 // The name of the transform job. The name must be unique within an AWS Region 10834 // in an AWS account. 10835 // 10836 // TransformJobName is a required field 10837 TransformJobName *string `min:"1" type:"string" required:"true"` 10838 10839 // Describes the results of the transform job. 10840 // 10841 // TransformOutput is a required field 10842 TransformOutput *TransformOutput `type:"structure" required:"true"` 10843 10844 // Describes the resources, including ML instance types and ML instance count, 10845 // to use for the transform job. 10846 // 10847 // TransformResources is a required field 10848 TransformResources *TransformResources `type:"structure" required:"true"` 10849} 10850 10851// String returns the string representation 10852func (s CreateTransformJobInput) String() string { 10853 return awsutil.Prettify(s) 10854} 10855 10856// GoString returns the string representation 10857func (s CreateTransformJobInput) GoString() string { 10858 return s.String() 10859} 10860 10861// Validate inspects the fields of the type to determine if they are valid. 10862func (s *CreateTransformJobInput) Validate() error { 10863 invalidParams := request.ErrInvalidParams{Context: "CreateTransformJobInput"} 10864 if s.ModelName == nil { 10865 invalidParams.Add(request.NewErrParamRequired("ModelName")) 10866 } 10867 if s.TransformInput == nil { 10868 invalidParams.Add(request.NewErrParamRequired("TransformInput")) 10869 } 10870 if s.TransformJobName == nil { 10871 invalidParams.Add(request.NewErrParamRequired("TransformJobName")) 10872 } 10873 if s.TransformJobName != nil && len(*s.TransformJobName) < 1 { 10874 invalidParams.Add(request.NewErrParamMinLen("TransformJobName", 1)) 10875 } 10876 if s.TransformOutput == nil { 10877 invalidParams.Add(request.NewErrParamRequired("TransformOutput")) 10878 } 10879 if s.TransformResources == nil { 10880 invalidParams.Add(request.NewErrParamRequired("TransformResources")) 10881 } 10882 if s.Tags != nil { 10883 for i, v := range s.Tags { 10884 if v == nil { 10885 continue 10886 } 10887 if err := v.Validate(); err != nil { 10888 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 10889 } 10890 } 10891 } 10892 if s.TransformInput != nil { 10893 if err := s.TransformInput.Validate(); err != nil { 10894 invalidParams.AddNested("TransformInput", err.(request.ErrInvalidParams)) 10895 } 10896 } 10897 if s.TransformOutput != nil { 10898 if err := s.TransformOutput.Validate(); err != nil { 10899 invalidParams.AddNested("TransformOutput", err.(request.ErrInvalidParams)) 10900 } 10901 } 10902 if s.TransformResources != nil { 10903 if err := s.TransformResources.Validate(); err != nil { 10904 invalidParams.AddNested("TransformResources", err.(request.ErrInvalidParams)) 10905 } 10906 } 10907 10908 if invalidParams.Len() > 0 { 10909 return invalidParams 10910 } 10911 return nil 10912} 10913 10914// SetBatchStrategy sets the BatchStrategy field's value. 10915func (s *CreateTransformJobInput) SetBatchStrategy(v string) *CreateTransformJobInput { 10916 s.BatchStrategy = &v 10917 return s 10918} 10919 10920// SetDataProcessing sets the DataProcessing field's value. 10921func (s *CreateTransformJobInput) SetDataProcessing(v *DataProcessing) *CreateTransformJobInput { 10922 s.DataProcessing = v 10923 return s 10924} 10925 10926// SetEnvironment sets the Environment field's value. 10927func (s *CreateTransformJobInput) SetEnvironment(v map[string]*string) *CreateTransformJobInput { 10928 s.Environment = v 10929 return s 10930} 10931 10932// SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value. 10933func (s *CreateTransformJobInput) SetMaxConcurrentTransforms(v int64) *CreateTransformJobInput { 10934 s.MaxConcurrentTransforms = &v 10935 return s 10936} 10937 10938// SetMaxPayloadInMB sets the MaxPayloadInMB field's value. 10939func (s *CreateTransformJobInput) SetMaxPayloadInMB(v int64) *CreateTransformJobInput { 10940 s.MaxPayloadInMB = &v 10941 return s 10942} 10943 10944// SetModelName sets the ModelName field's value. 10945func (s *CreateTransformJobInput) SetModelName(v string) *CreateTransformJobInput { 10946 s.ModelName = &v 10947 return s 10948} 10949 10950// SetTags sets the Tags field's value. 10951func (s *CreateTransformJobInput) SetTags(v []*Tag) *CreateTransformJobInput { 10952 s.Tags = v 10953 return s 10954} 10955 10956// SetTransformInput sets the TransformInput field's value. 10957func (s *CreateTransformJobInput) SetTransformInput(v *TransformInput) *CreateTransformJobInput { 10958 s.TransformInput = v 10959 return s 10960} 10961 10962// SetTransformJobName sets the TransformJobName field's value. 10963func (s *CreateTransformJobInput) SetTransformJobName(v string) *CreateTransformJobInput { 10964 s.TransformJobName = &v 10965 return s 10966} 10967 10968// SetTransformOutput sets the TransformOutput field's value. 10969func (s *CreateTransformJobInput) SetTransformOutput(v *TransformOutput) *CreateTransformJobInput { 10970 s.TransformOutput = v 10971 return s 10972} 10973 10974// SetTransformResources sets the TransformResources field's value. 10975func (s *CreateTransformJobInput) SetTransformResources(v *TransformResources) *CreateTransformJobInput { 10976 s.TransformResources = v 10977 return s 10978} 10979 10980type CreateTransformJobOutput struct { 10981 _ struct{} `type:"structure"` 10982 10983 // The Amazon Resource Name (ARN) of the transform job. 10984 // 10985 // TransformJobArn is a required field 10986 TransformJobArn *string `type:"string" required:"true"` 10987} 10988 10989// String returns the string representation 10990func (s CreateTransformJobOutput) String() string { 10991 return awsutil.Prettify(s) 10992} 10993 10994// GoString returns the string representation 10995func (s CreateTransformJobOutput) GoString() string { 10996 return s.String() 10997} 10998 10999// SetTransformJobArn sets the TransformJobArn field's value. 11000func (s *CreateTransformJobOutput) SetTransformJobArn(v string) *CreateTransformJobOutput { 11001 s.TransformJobArn = &v 11002 return s 11003} 11004 11005type CreateWorkteamInput struct { 11006 _ struct{} `type:"structure"` 11007 11008 // A description of the work team. 11009 // 11010 // Description is a required field 11011 Description *string `min:"1" type:"string" required:"true"` 11012 11013 // A list of MemberDefinition objects that contains objects that identify the 11014 // Amazon Cognito user pool that makes up the work team. For more information, 11015 // see Amazon Cognito User Pools (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html). 11016 // 11017 // All of the CognitoMemberDefinition objects that make up the member definition 11018 // must have the same ClientId and UserPool values. 11019 // 11020 // MemberDefinitions is a required field 11021 MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"` 11022 11023 // Configures notification of workers regarding available or expiring work items. 11024 NotificationConfiguration *NotificationConfiguration `type:"structure"` 11025 11026 // An array of key-value pairs. 11027 // 11028 // For more information, see Resource Tag (https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) 11029 // and Using Cost Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 11030 // in the AWS Billing and Cost Management User Guide. 11031 Tags []*Tag `type:"list"` 11032 11033 // The name of the work team. Use this name to identify the work team. 11034 // 11035 // WorkteamName is a required field 11036 WorkteamName *string `min:"1" type:"string" required:"true"` 11037} 11038 11039// String returns the string representation 11040func (s CreateWorkteamInput) String() string { 11041 return awsutil.Prettify(s) 11042} 11043 11044// GoString returns the string representation 11045func (s CreateWorkteamInput) GoString() string { 11046 return s.String() 11047} 11048 11049// Validate inspects the fields of the type to determine if they are valid. 11050func (s *CreateWorkteamInput) Validate() error { 11051 invalidParams := request.ErrInvalidParams{Context: "CreateWorkteamInput"} 11052 if s.Description == nil { 11053 invalidParams.Add(request.NewErrParamRequired("Description")) 11054 } 11055 if s.Description != nil && len(*s.Description) < 1 { 11056 invalidParams.Add(request.NewErrParamMinLen("Description", 1)) 11057 } 11058 if s.MemberDefinitions == nil { 11059 invalidParams.Add(request.NewErrParamRequired("MemberDefinitions")) 11060 } 11061 if s.MemberDefinitions != nil && len(s.MemberDefinitions) < 1 { 11062 invalidParams.Add(request.NewErrParamMinLen("MemberDefinitions", 1)) 11063 } 11064 if s.WorkteamName == nil { 11065 invalidParams.Add(request.NewErrParamRequired("WorkteamName")) 11066 } 11067 if s.WorkteamName != nil && len(*s.WorkteamName) < 1 { 11068 invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1)) 11069 } 11070 if s.MemberDefinitions != nil { 11071 for i, v := range s.MemberDefinitions { 11072 if v == nil { 11073 continue 11074 } 11075 if err := v.Validate(); err != nil { 11076 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MemberDefinitions", i), err.(request.ErrInvalidParams)) 11077 } 11078 } 11079 } 11080 if s.Tags != nil { 11081 for i, v := range s.Tags { 11082 if v == nil { 11083 continue 11084 } 11085 if err := v.Validate(); err != nil { 11086 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Tags", i), err.(request.ErrInvalidParams)) 11087 } 11088 } 11089 } 11090 11091 if invalidParams.Len() > 0 { 11092 return invalidParams 11093 } 11094 return nil 11095} 11096 11097// SetDescription sets the Description field's value. 11098func (s *CreateWorkteamInput) SetDescription(v string) *CreateWorkteamInput { 11099 s.Description = &v 11100 return s 11101} 11102 11103// SetMemberDefinitions sets the MemberDefinitions field's value. 11104func (s *CreateWorkteamInput) SetMemberDefinitions(v []*MemberDefinition) *CreateWorkteamInput { 11105 s.MemberDefinitions = v 11106 return s 11107} 11108 11109// SetNotificationConfiguration sets the NotificationConfiguration field's value. 11110func (s *CreateWorkteamInput) SetNotificationConfiguration(v *NotificationConfiguration) *CreateWorkteamInput { 11111 s.NotificationConfiguration = v 11112 return s 11113} 11114 11115// SetTags sets the Tags field's value. 11116func (s *CreateWorkteamInput) SetTags(v []*Tag) *CreateWorkteamInput { 11117 s.Tags = v 11118 return s 11119} 11120 11121// SetWorkteamName sets the WorkteamName field's value. 11122func (s *CreateWorkteamInput) SetWorkteamName(v string) *CreateWorkteamInput { 11123 s.WorkteamName = &v 11124 return s 11125} 11126 11127type CreateWorkteamOutput struct { 11128 _ struct{} `type:"structure"` 11129 11130 // The Amazon Resource Name (ARN) of the work team. You can use this ARN to 11131 // identify the work team. 11132 WorkteamArn *string `type:"string"` 11133} 11134 11135// String returns the string representation 11136func (s CreateWorkteamOutput) String() string { 11137 return awsutil.Prettify(s) 11138} 11139 11140// GoString returns the string representation 11141func (s CreateWorkteamOutput) GoString() string { 11142 return s.String() 11143} 11144 11145// SetWorkteamArn sets the WorkteamArn field's value. 11146func (s *CreateWorkteamOutput) SetWorkteamArn(v string) *CreateWorkteamOutput { 11147 s.WorkteamArn = &v 11148 return s 11149} 11150 11151// The data structure used to specify the data to be used for inference in a 11152// batch transform job and to associate the data that is relevant to the prediction 11153// results in the output. The input filter provided allows you to exclude input 11154// data that is not needed for inference in a batch transform job. The output 11155// filter provided allows you to include input data relevant to interpreting 11156// the predictions in the output from the job. For more information, see Associate 11157// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html). 11158type DataProcessing struct { 11159 _ struct{} `type:"structure"` 11160 11161 // A JSONPath (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html#data-processing-operators) 11162 // expression used to select a portion of the input data to pass to the algorithm. 11163 // Use the InputFilter parameter to exclude fields, such as an ID column, from 11164 // the input. If you want Amazon SageMaker to pass the entire input dataset 11165 // to the algorithm, accept the default value $. 11166 // 11167 // Examples: "$", "$[1:]", "$.features" 11168 InputFilter *string `type:"string"` 11169 11170 // Specifies the source of the data to join with the transformed data. The valid 11171 // values are None and Input The default value is None which specifies not to 11172 // join the input with the transformed data. If you want the batch transform 11173 // job to join the original input data with the transformed data, set JoinSource 11174 // to Input. 11175 // 11176 // For JSON or JSONLines objects, such as a JSON array, Amazon SageMaker adds 11177 // the transformed data to the input JSON object in an attribute called SageMakerOutput. 11178 // The joined result for JSON must be a key-value pair object. If the input 11179 // is not a key-value pair object, Amazon SageMaker creates a new JSON file. 11180 // In the new JSON file, and the input data is stored under the SageMakerInput 11181 // key and the results are stored in SageMakerOutput. 11182 // 11183 // For CSV files, Amazon SageMaker combines the transformed data with the input 11184 // data at the end of the input data and stores it in the output file. The joined 11185 // data has the joined input data followed by the transformed data and the output 11186 // is a CSV file. 11187 JoinSource *string `type:"string" enum:"JoinSource"` 11188 11189 // A JSONPath (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html#data-processing-operators) 11190 // expression used to select a portion of the joined dataset to save in the 11191 // output file for a batch transform job. If you want Amazon SageMaker to store 11192 // the entire input dataset in the output file, leave the default value, $. 11193 // If you specify indexes that aren't within the dimension size of the joined 11194 // dataset, you get an error. 11195 // 11196 // Examples: "$", "$[0,5:]", "$['id','SageMakerOutput']" 11197 OutputFilter *string `type:"string"` 11198} 11199 11200// String returns the string representation 11201func (s DataProcessing) String() string { 11202 return awsutil.Prettify(s) 11203} 11204 11205// GoString returns the string representation 11206func (s DataProcessing) GoString() string { 11207 return s.String() 11208} 11209 11210// SetInputFilter sets the InputFilter field's value. 11211func (s *DataProcessing) SetInputFilter(v string) *DataProcessing { 11212 s.InputFilter = &v 11213 return s 11214} 11215 11216// SetJoinSource sets the JoinSource field's value. 11217func (s *DataProcessing) SetJoinSource(v string) *DataProcessing { 11218 s.JoinSource = &v 11219 return s 11220} 11221 11222// SetOutputFilter sets the OutputFilter field's value. 11223func (s *DataProcessing) SetOutputFilter(v string) *DataProcessing { 11224 s.OutputFilter = &v 11225 return s 11226} 11227 11228// Describes the location of the channel data. 11229type DataSource struct { 11230 _ struct{} `type:"structure"` 11231 11232 // The file system that is associated with a channel. 11233 FileSystemDataSource *FileSystemDataSource `type:"structure"` 11234 11235 // The S3 location of the data source that is associated with a channel. 11236 S3DataSource *S3DataSource `type:"structure"` 11237} 11238 11239// String returns the string representation 11240func (s DataSource) String() string { 11241 return awsutil.Prettify(s) 11242} 11243 11244// GoString returns the string representation 11245func (s DataSource) GoString() string { 11246 return s.String() 11247} 11248 11249// Validate inspects the fields of the type to determine if they are valid. 11250func (s *DataSource) Validate() error { 11251 invalidParams := request.ErrInvalidParams{Context: "DataSource"} 11252 if s.FileSystemDataSource != nil { 11253 if err := s.FileSystemDataSource.Validate(); err != nil { 11254 invalidParams.AddNested("FileSystemDataSource", err.(request.ErrInvalidParams)) 11255 } 11256 } 11257 if s.S3DataSource != nil { 11258 if err := s.S3DataSource.Validate(); err != nil { 11259 invalidParams.AddNested("S3DataSource", err.(request.ErrInvalidParams)) 11260 } 11261 } 11262 11263 if invalidParams.Len() > 0 { 11264 return invalidParams 11265 } 11266 return nil 11267} 11268 11269// SetFileSystemDataSource sets the FileSystemDataSource field's value. 11270func (s *DataSource) SetFileSystemDataSource(v *FileSystemDataSource) *DataSource { 11271 s.FileSystemDataSource = v 11272 return s 11273} 11274 11275// SetS3DataSource sets the S3DataSource field's value. 11276func (s *DataSource) SetS3DataSource(v *S3DataSource) *DataSource { 11277 s.S3DataSource = v 11278 return s 11279} 11280 11281type DeleteAlgorithmInput struct { 11282 _ struct{} `type:"structure"` 11283 11284 // The name of the algorithm to delete. 11285 // 11286 // AlgorithmName is a required field 11287 AlgorithmName *string `min:"1" type:"string" required:"true"` 11288} 11289 11290// String returns the string representation 11291func (s DeleteAlgorithmInput) String() string { 11292 return awsutil.Prettify(s) 11293} 11294 11295// GoString returns the string representation 11296func (s DeleteAlgorithmInput) GoString() string { 11297 return s.String() 11298} 11299 11300// Validate inspects the fields of the type to determine if they are valid. 11301func (s *DeleteAlgorithmInput) Validate() error { 11302 invalidParams := request.ErrInvalidParams{Context: "DeleteAlgorithmInput"} 11303 if s.AlgorithmName == nil { 11304 invalidParams.Add(request.NewErrParamRequired("AlgorithmName")) 11305 } 11306 if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 { 11307 invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1)) 11308 } 11309 11310 if invalidParams.Len() > 0 { 11311 return invalidParams 11312 } 11313 return nil 11314} 11315 11316// SetAlgorithmName sets the AlgorithmName field's value. 11317func (s *DeleteAlgorithmInput) SetAlgorithmName(v string) *DeleteAlgorithmInput { 11318 s.AlgorithmName = &v 11319 return s 11320} 11321 11322type DeleteAlgorithmOutput struct { 11323 _ struct{} `type:"structure"` 11324} 11325 11326// String returns the string representation 11327func (s DeleteAlgorithmOutput) String() string { 11328 return awsutil.Prettify(s) 11329} 11330 11331// GoString returns the string representation 11332func (s DeleteAlgorithmOutput) GoString() string { 11333 return s.String() 11334} 11335 11336type DeleteCodeRepositoryInput struct { 11337 _ struct{} `type:"structure"` 11338 11339 // The name of the Git repository to delete. 11340 // 11341 // CodeRepositoryName is a required field 11342 CodeRepositoryName *string `min:"1" type:"string" required:"true"` 11343} 11344 11345// String returns the string representation 11346func (s DeleteCodeRepositoryInput) String() string { 11347 return awsutil.Prettify(s) 11348} 11349 11350// GoString returns the string representation 11351func (s DeleteCodeRepositoryInput) GoString() string { 11352 return s.String() 11353} 11354 11355// Validate inspects the fields of the type to determine if they are valid. 11356func (s *DeleteCodeRepositoryInput) Validate() error { 11357 invalidParams := request.ErrInvalidParams{Context: "DeleteCodeRepositoryInput"} 11358 if s.CodeRepositoryName == nil { 11359 invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName")) 11360 } 11361 if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 { 11362 invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1)) 11363 } 11364 11365 if invalidParams.Len() > 0 { 11366 return invalidParams 11367 } 11368 return nil 11369} 11370 11371// SetCodeRepositoryName sets the CodeRepositoryName field's value. 11372func (s *DeleteCodeRepositoryInput) SetCodeRepositoryName(v string) *DeleteCodeRepositoryInput { 11373 s.CodeRepositoryName = &v 11374 return s 11375} 11376 11377type DeleteCodeRepositoryOutput struct { 11378 _ struct{} `type:"structure"` 11379} 11380 11381// String returns the string representation 11382func (s DeleteCodeRepositoryOutput) String() string { 11383 return awsutil.Prettify(s) 11384} 11385 11386// GoString returns the string representation 11387func (s DeleteCodeRepositoryOutput) GoString() string { 11388 return s.String() 11389} 11390 11391type DeleteEndpointConfigInput struct { 11392 _ struct{} `type:"structure"` 11393 11394 // The name of the endpoint configuration that you want to delete. 11395 // 11396 // EndpointConfigName is a required field 11397 EndpointConfigName *string `type:"string" required:"true"` 11398} 11399 11400// String returns the string representation 11401func (s DeleteEndpointConfigInput) String() string { 11402 return awsutil.Prettify(s) 11403} 11404 11405// GoString returns the string representation 11406func (s DeleteEndpointConfigInput) GoString() string { 11407 return s.String() 11408} 11409 11410// Validate inspects the fields of the type to determine if they are valid. 11411func (s *DeleteEndpointConfigInput) Validate() error { 11412 invalidParams := request.ErrInvalidParams{Context: "DeleteEndpointConfigInput"} 11413 if s.EndpointConfigName == nil { 11414 invalidParams.Add(request.NewErrParamRequired("EndpointConfigName")) 11415 } 11416 11417 if invalidParams.Len() > 0 { 11418 return invalidParams 11419 } 11420 return nil 11421} 11422 11423// SetEndpointConfigName sets the EndpointConfigName field's value. 11424func (s *DeleteEndpointConfigInput) SetEndpointConfigName(v string) *DeleteEndpointConfigInput { 11425 s.EndpointConfigName = &v 11426 return s 11427} 11428 11429type DeleteEndpointConfigOutput struct { 11430 _ struct{} `type:"structure"` 11431} 11432 11433// String returns the string representation 11434func (s DeleteEndpointConfigOutput) String() string { 11435 return awsutil.Prettify(s) 11436} 11437 11438// GoString returns the string representation 11439func (s DeleteEndpointConfigOutput) GoString() string { 11440 return s.String() 11441} 11442 11443type DeleteEndpointInput struct { 11444 _ struct{} `type:"structure"` 11445 11446 // The name of the endpoint that you want to delete. 11447 // 11448 // EndpointName is a required field 11449 EndpointName *string `type:"string" required:"true"` 11450} 11451 11452// String returns the string representation 11453func (s DeleteEndpointInput) String() string { 11454 return awsutil.Prettify(s) 11455} 11456 11457// GoString returns the string representation 11458func (s DeleteEndpointInput) GoString() string { 11459 return s.String() 11460} 11461 11462// Validate inspects the fields of the type to determine if they are valid. 11463func (s *DeleteEndpointInput) Validate() error { 11464 invalidParams := request.ErrInvalidParams{Context: "DeleteEndpointInput"} 11465 if s.EndpointName == nil { 11466 invalidParams.Add(request.NewErrParamRequired("EndpointName")) 11467 } 11468 11469 if invalidParams.Len() > 0 { 11470 return invalidParams 11471 } 11472 return nil 11473} 11474 11475// SetEndpointName sets the EndpointName field's value. 11476func (s *DeleteEndpointInput) SetEndpointName(v string) *DeleteEndpointInput { 11477 s.EndpointName = &v 11478 return s 11479} 11480 11481type DeleteEndpointOutput struct { 11482 _ struct{} `type:"structure"` 11483} 11484 11485// String returns the string representation 11486func (s DeleteEndpointOutput) String() string { 11487 return awsutil.Prettify(s) 11488} 11489 11490// GoString returns the string representation 11491func (s DeleteEndpointOutput) GoString() string { 11492 return s.String() 11493} 11494 11495type DeleteModelInput struct { 11496 _ struct{} `type:"structure"` 11497 11498 // The name of the model to delete. 11499 // 11500 // ModelName is a required field 11501 ModelName *string `type:"string" required:"true"` 11502} 11503 11504// String returns the string representation 11505func (s DeleteModelInput) String() string { 11506 return awsutil.Prettify(s) 11507} 11508 11509// GoString returns the string representation 11510func (s DeleteModelInput) GoString() string { 11511 return s.String() 11512} 11513 11514// Validate inspects the fields of the type to determine if they are valid. 11515func (s *DeleteModelInput) Validate() error { 11516 invalidParams := request.ErrInvalidParams{Context: "DeleteModelInput"} 11517 if s.ModelName == nil { 11518 invalidParams.Add(request.NewErrParamRequired("ModelName")) 11519 } 11520 11521 if invalidParams.Len() > 0 { 11522 return invalidParams 11523 } 11524 return nil 11525} 11526 11527// SetModelName sets the ModelName field's value. 11528func (s *DeleteModelInput) SetModelName(v string) *DeleteModelInput { 11529 s.ModelName = &v 11530 return s 11531} 11532 11533type DeleteModelOutput struct { 11534 _ struct{} `type:"structure"` 11535} 11536 11537// String returns the string representation 11538func (s DeleteModelOutput) String() string { 11539 return awsutil.Prettify(s) 11540} 11541 11542// GoString returns the string representation 11543func (s DeleteModelOutput) GoString() string { 11544 return s.String() 11545} 11546 11547type DeleteModelPackageInput struct { 11548 _ struct{} `type:"structure"` 11549 11550 // The name of the model package. The name must have 1 to 63 characters. Valid 11551 // characters are a-z, A-Z, 0-9, and - (hyphen). 11552 // 11553 // ModelPackageName is a required field 11554 ModelPackageName *string `min:"1" type:"string" required:"true"` 11555} 11556 11557// String returns the string representation 11558func (s DeleteModelPackageInput) String() string { 11559 return awsutil.Prettify(s) 11560} 11561 11562// GoString returns the string representation 11563func (s DeleteModelPackageInput) GoString() string { 11564 return s.String() 11565} 11566 11567// Validate inspects the fields of the type to determine if they are valid. 11568func (s *DeleteModelPackageInput) Validate() error { 11569 invalidParams := request.ErrInvalidParams{Context: "DeleteModelPackageInput"} 11570 if s.ModelPackageName == nil { 11571 invalidParams.Add(request.NewErrParamRequired("ModelPackageName")) 11572 } 11573 if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 { 11574 invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1)) 11575 } 11576 11577 if invalidParams.Len() > 0 { 11578 return invalidParams 11579 } 11580 return nil 11581} 11582 11583// SetModelPackageName sets the ModelPackageName field's value. 11584func (s *DeleteModelPackageInput) SetModelPackageName(v string) *DeleteModelPackageInput { 11585 s.ModelPackageName = &v 11586 return s 11587} 11588 11589type DeleteModelPackageOutput struct { 11590 _ struct{} `type:"structure"` 11591} 11592 11593// String returns the string representation 11594func (s DeleteModelPackageOutput) String() string { 11595 return awsutil.Prettify(s) 11596} 11597 11598// GoString returns the string representation 11599func (s DeleteModelPackageOutput) GoString() string { 11600 return s.String() 11601} 11602 11603type DeleteNotebookInstanceInput struct { 11604 _ struct{} `type:"structure"` 11605 11606 // The name of the Amazon SageMaker notebook instance to delete. 11607 // 11608 // NotebookInstanceName is a required field 11609 NotebookInstanceName *string `type:"string" required:"true"` 11610} 11611 11612// String returns the string representation 11613func (s DeleteNotebookInstanceInput) String() string { 11614 return awsutil.Prettify(s) 11615} 11616 11617// GoString returns the string representation 11618func (s DeleteNotebookInstanceInput) GoString() string { 11619 return s.String() 11620} 11621 11622// Validate inspects the fields of the type to determine if they are valid. 11623func (s *DeleteNotebookInstanceInput) Validate() error { 11624 invalidParams := request.ErrInvalidParams{Context: "DeleteNotebookInstanceInput"} 11625 if s.NotebookInstanceName == nil { 11626 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 11627 } 11628 11629 if invalidParams.Len() > 0 { 11630 return invalidParams 11631 } 11632 return nil 11633} 11634 11635// SetNotebookInstanceName sets the NotebookInstanceName field's value. 11636func (s *DeleteNotebookInstanceInput) SetNotebookInstanceName(v string) *DeleteNotebookInstanceInput { 11637 s.NotebookInstanceName = &v 11638 return s 11639} 11640 11641type DeleteNotebookInstanceLifecycleConfigInput struct { 11642 _ struct{} `type:"structure"` 11643 11644 // The name of the lifecycle configuration to delete. 11645 // 11646 // NotebookInstanceLifecycleConfigName is a required field 11647 NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"` 11648} 11649 11650// String returns the string representation 11651func (s DeleteNotebookInstanceLifecycleConfigInput) String() string { 11652 return awsutil.Prettify(s) 11653} 11654 11655// GoString returns the string representation 11656func (s DeleteNotebookInstanceLifecycleConfigInput) GoString() string { 11657 return s.String() 11658} 11659 11660// Validate inspects the fields of the type to determine if they are valid. 11661func (s *DeleteNotebookInstanceLifecycleConfigInput) Validate() error { 11662 invalidParams := request.ErrInvalidParams{Context: "DeleteNotebookInstanceLifecycleConfigInput"} 11663 if s.NotebookInstanceLifecycleConfigName == nil { 11664 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName")) 11665 } 11666 11667 if invalidParams.Len() > 0 { 11668 return invalidParams 11669 } 11670 return nil 11671} 11672 11673// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 11674func (s *DeleteNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DeleteNotebookInstanceLifecycleConfigInput { 11675 s.NotebookInstanceLifecycleConfigName = &v 11676 return s 11677} 11678 11679type DeleteNotebookInstanceLifecycleConfigOutput struct { 11680 _ struct{} `type:"structure"` 11681} 11682 11683// String returns the string representation 11684func (s DeleteNotebookInstanceLifecycleConfigOutput) String() string { 11685 return awsutil.Prettify(s) 11686} 11687 11688// GoString returns the string representation 11689func (s DeleteNotebookInstanceLifecycleConfigOutput) GoString() string { 11690 return s.String() 11691} 11692 11693type DeleteNotebookInstanceOutput struct { 11694 _ struct{} `type:"structure"` 11695} 11696 11697// String returns the string representation 11698func (s DeleteNotebookInstanceOutput) String() string { 11699 return awsutil.Prettify(s) 11700} 11701 11702// GoString returns the string representation 11703func (s DeleteNotebookInstanceOutput) GoString() string { 11704 return s.String() 11705} 11706 11707type DeleteTagsInput struct { 11708 _ struct{} `type:"structure"` 11709 11710 // The Amazon Resource Name (ARN) of the resource whose tags you want to delete. 11711 // 11712 // ResourceArn is a required field 11713 ResourceArn *string `type:"string" required:"true"` 11714 11715 // An array or one or more tag keys to delete. 11716 // 11717 // TagKeys is a required field 11718 TagKeys []*string `min:"1" type:"list" required:"true"` 11719} 11720 11721// String returns the string representation 11722func (s DeleteTagsInput) String() string { 11723 return awsutil.Prettify(s) 11724} 11725 11726// GoString returns the string representation 11727func (s DeleteTagsInput) GoString() string { 11728 return s.String() 11729} 11730 11731// Validate inspects the fields of the type to determine if they are valid. 11732func (s *DeleteTagsInput) Validate() error { 11733 invalidParams := request.ErrInvalidParams{Context: "DeleteTagsInput"} 11734 if s.ResourceArn == nil { 11735 invalidParams.Add(request.NewErrParamRequired("ResourceArn")) 11736 } 11737 if s.TagKeys == nil { 11738 invalidParams.Add(request.NewErrParamRequired("TagKeys")) 11739 } 11740 if s.TagKeys != nil && len(s.TagKeys) < 1 { 11741 invalidParams.Add(request.NewErrParamMinLen("TagKeys", 1)) 11742 } 11743 11744 if invalidParams.Len() > 0 { 11745 return invalidParams 11746 } 11747 return nil 11748} 11749 11750// SetResourceArn sets the ResourceArn field's value. 11751func (s *DeleteTagsInput) SetResourceArn(v string) *DeleteTagsInput { 11752 s.ResourceArn = &v 11753 return s 11754} 11755 11756// SetTagKeys sets the TagKeys field's value. 11757func (s *DeleteTagsInput) SetTagKeys(v []*string) *DeleteTagsInput { 11758 s.TagKeys = v 11759 return s 11760} 11761 11762type DeleteTagsOutput struct { 11763 _ struct{} `type:"structure"` 11764} 11765 11766// String returns the string representation 11767func (s DeleteTagsOutput) String() string { 11768 return awsutil.Prettify(s) 11769} 11770 11771// GoString returns the string representation 11772func (s DeleteTagsOutput) GoString() string { 11773 return s.String() 11774} 11775 11776type DeleteWorkteamInput struct { 11777 _ struct{} `type:"structure"` 11778 11779 // The name of the work team to delete. 11780 // 11781 // WorkteamName is a required field 11782 WorkteamName *string `min:"1" type:"string" required:"true"` 11783} 11784 11785// String returns the string representation 11786func (s DeleteWorkteamInput) String() string { 11787 return awsutil.Prettify(s) 11788} 11789 11790// GoString returns the string representation 11791func (s DeleteWorkteamInput) GoString() string { 11792 return s.String() 11793} 11794 11795// Validate inspects the fields of the type to determine if they are valid. 11796func (s *DeleteWorkteamInput) Validate() error { 11797 invalidParams := request.ErrInvalidParams{Context: "DeleteWorkteamInput"} 11798 if s.WorkteamName == nil { 11799 invalidParams.Add(request.NewErrParamRequired("WorkteamName")) 11800 } 11801 if s.WorkteamName != nil && len(*s.WorkteamName) < 1 { 11802 invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1)) 11803 } 11804 11805 if invalidParams.Len() > 0 { 11806 return invalidParams 11807 } 11808 return nil 11809} 11810 11811// SetWorkteamName sets the WorkteamName field's value. 11812func (s *DeleteWorkteamInput) SetWorkteamName(v string) *DeleteWorkteamInput { 11813 s.WorkteamName = &v 11814 return s 11815} 11816 11817type DeleteWorkteamOutput struct { 11818 _ struct{} `type:"structure"` 11819 11820 // Returns true if the work team was successfully deleted; otherwise, returns 11821 // false. 11822 // 11823 // Success is a required field 11824 Success *bool `type:"boolean" required:"true"` 11825} 11826 11827// String returns the string representation 11828func (s DeleteWorkteamOutput) String() string { 11829 return awsutil.Prettify(s) 11830} 11831 11832// GoString returns the string representation 11833func (s DeleteWorkteamOutput) GoString() string { 11834 return s.String() 11835} 11836 11837// SetSuccess sets the Success field's value. 11838func (s *DeleteWorkteamOutput) SetSuccess(v bool) *DeleteWorkteamOutput { 11839 s.Success = &v 11840 return s 11841} 11842 11843// Gets the Amazon EC2 Container Registry path of the docker image of the model 11844// that is hosted in this ProductionVariant. 11845// 11846// If you used the registry/repository[:tag] form to specify the image path 11847// of the primary container when you created the model hosted in this ProductionVariant, 11848// the path resolves to a path of the form registry/repository[@digest]. A digest 11849// is a hash value that identifies a specific version of an image. For information 11850// about Amazon ECR paths, see Pulling an Image (https://docs.aws.amazon.com/AmazonECR/latest/userguide/docker-pull-ecr-image.html) 11851// in the Amazon ECR User Guide. 11852type DeployedImage struct { 11853 _ struct{} `type:"structure"` 11854 11855 // The date and time when the image path for the model resolved to the ResolvedImage 11856 ResolutionTime *time.Time `type:"timestamp"` 11857 11858 // The specific digest path of the image hosted in this ProductionVariant. 11859 ResolvedImage *string `type:"string"` 11860 11861 // The image path you specified when you created the model. 11862 SpecifiedImage *string `type:"string"` 11863} 11864 11865// String returns the string representation 11866func (s DeployedImage) String() string { 11867 return awsutil.Prettify(s) 11868} 11869 11870// GoString returns the string representation 11871func (s DeployedImage) GoString() string { 11872 return s.String() 11873} 11874 11875// SetResolutionTime sets the ResolutionTime field's value. 11876func (s *DeployedImage) SetResolutionTime(v time.Time) *DeployedImage { 11877 s.ResolutionTime = &v 11878 return s 11879} 11880 11881// SetResolvedImage sets the ResolvedImage field's value. 11882func (s *DeployedImage) SetResolvedImage(v string) *DeployedImage { 11883 s.ResolvedImage = &v 11884 return s 11885} 11886 11887// SetSpecifiedImage sets the SpecifiedImage field's value. 11888func (s *DeployedImage) SetSpecifiedImage(v string) *DeployedImage { 11889 s.SpecifiedImage = &v 11890 return s 11891} 11892 11893type DescribeAlgorithmInput struct { 11894 _ struct{} `type:"structure"` 11895 11896 // The name of the algorithm to describe. 11897 // 11898 // AlgorithmName is a required field 11899 AlgorithmName *string `min:"1" type:"string" required:"true"` 11900} 11901 11902// String returns the string representation 11903func (s DescribeAlgorithmInput) String() string { 11904 return awsutil.Prettify(s) 11905} 11906 11907// GoString returns the string representation 11908func (s DescribeAlgorithmInput) GoString() string { 11909 return s.String() 11910} 11911 11912// Validate inspects the fields of the type to determine if they are valid. 11913func (s *DescribeAlgorithmInput) Validate() error { 11914 invalidParams := request.ErrInvalidParams{Context: "DescribeAlgorithmInput"} 11915 if s.AlgorithmName == nil { 11916 invalidParams.Add(request.NewErrParamRequired("AlgorithmName")) 11917 } 11918 if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 { 11919 invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1)) 11920 } 11921 11922 if invalidParams.Len() > 0 { 11923 return invalidParams 11924 } 11925 return nil 11926} 11927 11928// SetAlgorithmName sets the AlgorithmName field's value. 11929func (s *DescribeAlgorithmInput) SetAlgorithmName(v string) *DescribeAlgorithmInput { 11930 s.AlgorithmName = &v 11931 return s 11932} 11933 11934type DescribeAlgorithmOutput struct { 11935 _ struct{} `type:"structure"` 11936 11937 // The Amazon Resource Name (ARN) of the algorithm. 11938 // 11939 // AlgorithmArn is a required field 11940 AlgorithmArn *string `min:"1" type:"string" required:"true"` 11941 11942 // A brief summary about the algorithm. 11943 AlgorithmDescription *string `type:"string"` 11944 11945 // The name of the algorithm being described. 11946 // 11947 // AlgorithmName is a required field 11948 AlgorithmName *string `min:"1" type:"string" required:"true"` 11949 11950 // The current status of the algorithm. 11951 // 11952 // AlgorithmStatus is a required field 11953 AlgorithmStatus *string `type:"string" required:"true" enum:"AlgorithmStatus"` 11954 11955 // Details about the current status of the algorithm. 11956 // 11957 // AlgorithmStatusDetails is a required field 11958 AlgorithmStatusDetails *AlgorithmStatusDetails `type:"structure" required:"true"` 11959 11960 // Whether the algorithm is certified to be listed in AWS Marketplace. 11961 CertifyForMarketplace *bool `type:"boolean"` 11962 11963 // A timestamp specifying when the algorithm was created. 11964 // 11965 // CreationTime is a required field 11966 CreationTime *time.Time `type:"timestamp" required:"true"` 11967 11968 // Details about inference jobs that the algorithm runs. 11969 InferenceSpecification *InferenceSpecification `type:"structure"` 11970 11971 // The product identifier of the algorithm. 11972 ProductId *string `type:"string"` 11973 11974 // Details about training jobs run by this algorithm. 11975 // 11976 // TrainingSpecification is a required field 11977 TrainingSpecification *TrainingSpecification `type:"structure" required:"true"` 11978 11979 // Details about configurations for one or more training jobs that Amazon SageMaker 11980 // runs to test the algorithm. 11981 ValidationSpecification *AlgorithmValidationSpecification `type:"structure"` 11982} 11983 11984// String returns the string representation 11985func (s DescribeAlgorithmOutput) String() string { 11986 return awsutil.Prettify(s) 11987} 11988 11989// GoString returns the string representation 11990func (s DescribeAlgorithmOutput) GoString() string { 11991 return s.String() 11992} 11993 11994// SetAlgorithmArn sets the AlgorithmArn field's value. 11995func (s *DescribeAlgorithmOutput) SetAlgorithmArn(v string) *DescribeAlgorithmOutput { 11996 s.AlgorithmArn = &v 11997 return s 11998} 11999 12000// SetAlgorithmDescription sets the AlgorithmDescription field's value. 12001func (s *DescribeAlgorithmOutput) SetAlgorithmDescription(v string) *DescribeAlgorithmOutput { 12002 s.AlgorithmDescription = &v 12003 return s 12004} 12005 12006// SetAlgorithmName sets the AlgorithmName field's value. 12007func (s *DescribeAlgorithmOutput) SetAlgorithmName(v string) *DescribeAlgorithmOutput { 12008 s.AlgorithmName = &v 12009 return s 12010} 12011 12012// SetAlgorithmStatus sets the AlgorithmStatus field's value. 12013func (s *DescribeAlgorithmOutput) SetAlgorithmStatus(v string) *DescribeAlgorithmOutput { 12014 s.AlgorithmStatus = &v 12015 return s 12016} 12017 12018// SetAlgorithmStatusDetails sets the AlgorithmStatusDetails field's value. 12019func (s *DescribeAlgorithmOutput) SetAlgorithmStatusDetails(v *AlgorithmStatusDetails) *DescribeAlgorithmOutput { 12020 s.AlgorithmStatusDetails = v 12021 return s 12022} 12023 12024// SetCertifyForMarketplace sets the CertifyForMarketplace field's value. 12025func (s *DescribeAlgorithmOutput) SetCertifyForMarketplace(v bool) *DescribeAlgorithmOutput { 12026 s.CertifyForMarketplace = &v 12027 return s 12028} 12029 12030// SetCreationTime sets the CreationTime field's value. 12031func (s *DescribeAlgorithmOutput) SetCreationTime(v time.Time) *DescribeAlgorithmOutput { 12032 s.CreationTime = &v 12033 return s 12034} 12035 12036// SetInferenceSpecification sets the InferenceSpecification field's value. 12037func (s *DescribeAlgorithmOutput) SetInferenceSpecification(v *InferenceSpecification) *DescribeAlgorithmOutput { 12038 s.InferenceSpecification = v 12039 return s 12040} 12041 12042// SetProductId sets the ProductId field's value. 12043func (s *DescribeAlgorithmOutput) SetProductId(v string) *DescribeAlgorithmOutput { 12044 s.ProductId = &v 12045 return s 12046} 12047 12048// SetTrainingSpecification sets the TrainingSpecification field's value. 12049func (s *DescribeAlgorithmOutput) SetTrainingSpecification(v *TrainingSpecification) *DescribeAlgorithmOutput { 12050 s.TrainingSpecification = v 12051 return s 12052} 12053 12054// SetValidationSpecification sets the ValidationSpecification field's value. 12055func (s *DescribeAlgorithmOutput) SetValidationSpecification(v *AlgorithmValidationSpecification) *DescribeAlgorithmOutput { 12056 s.ValidationSpecification = v 12057 return s 12058} 12059 12060type DescribeCodeRepositoryInput struct { 12061 _ struct{} `type:"structure"` 12062 12063 // The name of the Git repository to describe. 12064 // 12065 // CodeRepositoryName is a required field 12066 CodeRepositoryName *string `min:"1" type:"string" required:"true"` 12067} 12068 12069// String returns the string representation 12070func (s DescribeCodeRepositoryInput) String() string { 12071 return awsutil.Prettify(s) 12072} 12073 12074// GoString returns the string representation 12075func (s DescribeCodeRepositoryInput) GoString() string { 12076 return s.String() 12077} 12078 12079// Validate inspects the fields of the type to determine if they are valid. 12080func (s *DescribeCodeRepositoryInput) Validate() error { 12081 invalidParams := request.ErrInvalidParams{Context: "DescribeCodeRepositoryInput"} 12082 if s.CodeRepositoryName == nil { 12083 invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName")) 12084 } 12085 if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 { 12086 invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1)) 12087 } 12088 12089 if invalidParams.Len() > 0 { 12090 return invalidParams 12091 } 12092 return nil 12093} 12094 12095// SetCodeRepositoryName sets the CodeRepositoryName field's value. 12096func (s *DescribeCodeRepositoryInput) SetCodeRepositoryName(v string) *DescribeCodeRepositoryInput { 12097 s.CodeRepositoryName = &v 12098 return s 12099} 12100 12101type DescribeCodeRepositoryOutput struct { 12102 _ struct{} `type:"structure"` 12103 12104 // The Amazon Resource Name (ARN) of the Git repository. 12105 // 12106 // CodeRepositoryArn is a required field 12107 CodeRepositoryArn *string `min:"1" type:"string" required:"true"` 12108 12109 // The name of the Git repository. 12110 // 12111 // CodeRepositoryName is a required field 12112 CodeRepositoryName *string `min:"1" type:"string" required:"true"` 12113 12114 // The date and time that the repository was created. 12115 // 12116 // CreationTime is a required field 12117 CreationTime *time.Time `type:"timestamp" required:"true"` 12118 12119 // Configuration details about the repository, including the URL where the repository 12120 // is located, the default branch, and the Amazon Resource Name (ARN) of the 12121 // AWS Secrets Manager secret that contains the credentials used to access the 12122 // repository. 12123 GitConfig *GitConfig `type:"structure"` 12124 12125 // The date and time that the repository was last changed. 12126 // 12127 // LastModifiedTime is a required field 12128 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 12129} 12130 12131// String returns the string representation 12132func (s DescribeCodeRepositoryOutput) String() string { 12133 return awsutil.Prettify(s) 12134} 12135 12136// GoString returns the string representation 12137func (s DescribeCodeRepositoryOutput) GoString() string { 12138 return s.String() 12139} 12140 12141// SetCodeRepositoryArn sets the CodeRepositoryArn field's value. 12142func (s *DescribeCodeRepositoryOutput) SetCodeRepositoryArn(v string) *DescribeCodeRepositoryOutput { 12143 s.CodeRepositoryArn = &v 12144 return s 12145} 12146 12147// SetCodeRepositoryName sets the CodeRepositoryName field's value. 12148func (s *DescribeCodeRepositoryOutput) SetCodeRepositoryName(v string) *DescribeCodeRepositoryOutput { 12149 s.CodeRepositoryName = &v 12150 return s 12151} 12152 12153// SetCreationTime sets the CreationTime field's value. 12154func (s *DescribeCodeRepositoryOutput) SetCreationTime(v time.Time) *DescribeCodeRepositoryOutput { 12155 s.CreationTime = &v 12156 return s 12157} 12158 12159// SetGitConfig sets the GitConfig field's value. 12160func (s *DescribeCodeRepositoryOutput) SetGitConfig(v *GitConfig) *DescribeCodeRepositoryOutput { 12161 s.GitConfig = v 12162 return s 12163} 12164 12165// SetLastModifiedTime sets the LastModifiedTime field's value. 12166func (s *DescribeCodeRepositoryOutput) SetLastModifiedTime(v time.Time) *DescribeCodeRepositoryOutput { 12167 s.LastModifiedTime = &v 12168 return s 12169} 12170 12171type DescribeCompilationJobInput struct { 12172 _ struct{} `type:"structure"` 12173 12174 // The name of the model compilation job that you want information about. 12175 // 12176 // CompilationJobName is a required field 12177 CompilationJobName *string `min:"1" type:"string" required:"true"` 12178} 12179 12180// String returns the string representation 12181func (s DescribeCompilationJobInput) String() string { 12182 return awsutil.Prettify(s) 12183} 12184 12185// GoString returns the string representation 12186func (s DescribeCompilationJobInput) GoString() string { 12187 return s.String() 12188} 12189 12190// Validate inspects the fields of the type to determine if they are valid. 12191func (s *DescribeCompilationJobInput) Validate() error { 12192 invalidParams := request.ErrInvalidParams{Context: "DescribeCompilationJobInput"} 12193 if s.CompilationJobName == nil { 12194 invalidParams.Add(request.NewErrParamRequired("CompilationJobName")) 12195 } 12196 if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 { 12197 invalidParams.Add(request.NewErrParamMinLen("CompilationJobName", 1)) 12198 } 12199 12200 if invalidParams.Len() > 0 { 12201 return invalidParams 12202 } 12203 return nil 12204} 12205 12206// SetCompilationJobName sets the CompilationJobName field's value. 12207func (s *DescribeCompilationJobInput) SetCompilationJobName(v string) *DescribeCompilationJobInput { 12208 s.CompilationJobName = &v 12209 return s 12210} 12211 12212type DescribeCompilationJobOutput struct { 12213 _ struct{} `type:"structure"` 12214 12215 // The time when the model compilation job on a compilation job instance ended. 12216 // For a successful or stopped job, this is when the job's model artifacts have 12217 // finished uploading. For a failed job, this is when Amazon SageMaker detected 12218 // that the job failed. 12219 CompilationEndTime *time.Time `type:"timestamp"` 12220 12221 // The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes 12222 // to perform the model compilation job. 12223 // 12224 // CompilationJobArn is a required field 12225 CompilationJobArn *string `type:"string" required:"true"` 12226 12227 // The name of the model compilation job. 12228 // 12229 // CompilationJobName is a required field 12230 CompilationJobName *string `min:"1" type:"string" required:"true"` 12231 12232 // The status of the model compilation job. 12233 // 12234 // CompilationJobStatus is a required field 12235 CompilationJobStatus *string `type:"string" required:"true" enum:"CompilationJobStatus"` 12236 12237 // The time when the model compilation job started the CompilationJob instances. 12238 // 12239 // You are billed for the time between this timestamp and the timestamp in the 12240 // DescribeCompilationJobResponse$CompilationEndTime field. In Amazon CloudWatch 12241 // Logs, the start time might be later than this time. That's because it takes 12242 // time to download the compilation job, which depends on the size of the compilation 12243 // job container. 12244 CompilationStartTime *time.Time `type:"timestamp"` 12245 12246 // The time that the model compilation job was created. 12247 // 12248 // CreationTime is a required field 12249 CreationTime *time.Time `type:"timestamp" required:"true"` 12250 12251 // If a model compilation job failed, the reason it failed. 12252 // 12253 // FailureReason is a required field 12254 FailureReason *string `type:"string" required:"true"` 12255 12256 // Information about the location in Amazon S3 of the input model artifacts, 12257 // the name and shape of the expected data inputs, and the framework in which 12258 // the model was trained. 12259 // 12260 // InputConfig is a required field 12261 InputConfig *InputConfig `type:"structure" required:"true"` 12262 12263 // The time that the status of the model compilation job was last modified. 12264 // 12265 // LastModifiedTime is a required field 12266 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 12267 12268 // Information about the location in Amazon S3 that has been configured for 12269 // storing the model artifacts used in the compilation job. 12270 // 12271 // ModelArtifacts is a required field 12272 ModelArtifacts *ModelArtifacts `type:"structure" required:"true"` 12273 12274 // Information about the output location for the compiled model and the target 12275 // device that the model runs on. 12276 // 12277 // OutputConfig is a required field 12278 OutputConfig *OutputConfig `type:"structure" required:"true"` 12279 12280 // The Amazon Resource Name (ARN) of the model compilation job. 12281 // 12282 // RoleArn is a required field 12283 RoleArn *string `min:"20" type:"string" required:"true"` 12284 12285 // Specifies a limit to how long a model compilation job can run. When the job 12286 // reaches the time limit, Amazon SageMaker ends the compilation job. Use this 12287 // API to cap model training costs. 12288 // 12289 // StoppingCondition is a required field 12290 StoppingCondition *StoppingCondition `type:"structure" required:"true"` 12291} 12292 12293// String returns the string representation 12294func (s DescribeCompilationJobOutput) String() string { 12295 return awsutil.Prettify(s) 12296} 12297 12298// GoString returns the string representation 12299func (s DescribeCompilationJobOutput) GoString() string { 12300 return s.String() 12301} 12302 12303// SetCompilationEndTime sets the CompilationEndTime field's value. 12304func (s *DescribeCompilationJobOutput) SetCompilationEndTime(v time.Time) *DescribeCompilationJobOutput { 12305 s.CompilationEndTime = &v 12306 return s 12307} 12308 12309// SetCompilationJobArn sets the CompilationJobArn field's value. 12310func (s *DescribeCompilationJobOutput) SetCompilationJobArn(v string) *DescribeCompilationJobOutput { 12311 s.CompilationJobArn = &v 12312 return s 12313} 12314 12315// SetCompilationJobName sets the CompilationJobName field's value. 12316func (s *DescribeCompilationJobOutput) SetCompilationJobName(v string) *DescribeCompilationJobOutput { 12317 s.CompilationJobName = &v 12318 return s 12319} 12320 12321// SetCompilationJobStatus sets the CompilationJobStatus field's value. 12322func (s *DescribeCompilationJobOutput) SetCompilationJobStatus(v string) *DescribeCompilationJobOutput { 12323 s.CompilationJobStatus = &v 12324 return s 12325} 12326 12327// SetCompilationStartTime sets the CompilationStartTime field's value. 12328func (s *DescribeCompilationJobOutput) SetCompilationStartTime(v time.Time) *DescribeCompilationJobOutput { 12329 s.CompilationStartTime = &v 12330 return s 12331} 12332 12333// SetCreationTime sets the CreationTime field's value. 12334func (s *DescribeCompilationJobOutput) SetCreationTime(v time.Time) *DescribeCompilationJobOutput { 12335 s.CreationTime = &v 12336 return s 12337} 12338 12339// SetFailureReason sets the FailureReason field's value. 12340func (s *DescribeCompilationJobOutput) SetFailureReason(v string) *DescribeCompilationJobOutput { 12341 s.FailureReason = &v 12342 return s 12343} 12344 12345// SetInputConfig sets the InputConfig field's value. 12346func (s *DescribeCompilationJobOutput) SetInputConfig(v *InputConfig) *DescribeCompilationJobOutput { 12347 s.InputConfig = v 12348 return s 12349} 12350 12351// SetLastModifiedTime sets the LastModifiedTime field's value. 12352func (s *DescribeCompilationJobOutput) SetLastModifiedTime(v time.Time) *DescribeCompilationJobOutput { 12353 s.LastModifiedTime = &v 12354 return s 12355} 12356 12357// SetModelArtifacts sets the ModelArtifacts field's value. 12358func (s *DescribeCompilationJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeCompilationJobOutput { 12359 s.ModelArtifacts = v 12360 return s 12361} 12362 12363// SetOutputConfig sets the OutputConfig field's value. 12364func (s *DescribeCompilationJobOutput) SetOutputConfig(v *OutputConfig) *DescribeCompilationJobOutput { 12365 s.OutputConfig = v 12366 return s 12367} 12368 12369// SetRoleArn sets the RoleArn field's value. 12370func (s *DescribeCompilationJobOutput) SetRoleArn(v string) *DescribeCompilationJobOutput { 12371 s.RoleArn = &v 12372 return s 12373} 12374 12375// SetStoppingCondition sets the StoppingCondition field's value. 12376func (s *DescribeCompilationJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeCompilationJobOutput { 12377 s.StoppingCondition = v 12378 return s 12379} 12380 12381type DescribeEndpointConfigInput struct { 12382 _ struct{} `type:"structure"` 12383 12384 // The name of the endpoint configuration. 12385 // 12386 // EndpointConfigName is a required field 12387 EndpointConfigName *string `type:"string" required:"true"` 12388} 12389 12390// String returns the string representation 12391func (s DescribeEndpointConfigInput) String() string { 12392 return awsutil.Prettify(s) 12393} 12394 12395// GoString returns the string representation 12396func (s DescribeEndpointConfigInput) GoString() string { 12397 return s.String() 12398} 12399 12400// Validate inspects the fields of the type to determine if they are valid. 12401func (s *DescribeEndpointConfigInput) Validate() error { 12402 invalidParams := request.ErrInvalidParams{Context: "DescribeEndpointConfigInput"} 12403 if s.EndpointConfigName == nil { 12404 invalidParams.Add(request.NewErrParamRequired("EndpointConfigName")) 12405 } 12406 12407 if invalidParams.Len() > 0 { 12408 return invalidParams 12409 } 12410 return nil 12411} 12412 12413// SetEndpointConfigName sets the EndpointConfigName field's value. 12414func (s *DescribeEndpointConfigInput) SetEndpointConfigName(v string) *DescribeEndpointConfigInput { 12415 s.EndpointConfigName = &v 12416 return s 12417} 12418 12419type DescribeEndpointConfigOutput struct { 12420 _ struct{} `type:"structure"` 12421 12422 // A timestamp that shows when the endpoint configuration was created. 12423 // 12424 // CreationTime is a required field 12425 CreationTime *time.Time `type:"timestamp" required:"true"` 12426 12427 // The Amazon Resource Name (ARN) of the endpoint configuration. 12428 // 12429 // EndpointConfigArn is a required field 12430 EndpointConfigArn *string `min:"20" type:"string" required:"true"` 12431 12432 // Name of the Amazon SageMaker endpoint configuration. 12433 // 12434 // EndpointConfigName is a required field 12435 EndpointConfigName *string `type:"string" required:"true"` 12436 12437 // AWS KMS key ID Amazon SageMaker uses to encrypt data when storing it on the 12438 // ML storage volume attached to the instance. 12439 KmsKeyId *string `type:"string"` 12440 12441 // An array of ProductionVariant objects, one for each model that you want to 12442 // host at this endpoint. 12443 // 12444 // ProductionVariants is a required field 12445 ProductionVariants []*ProductionVariant `min:"1" type:"list" required:"true"` 12446} 12447 12448// String returns the string representation 12449func (s DescribeEndpointConfigOutput) String() string { 12450 return awsutil.Prettify(s) 12451} 12452 12453// GoString returns the string representation 12454func (s DescribeEndpointConfigOutput) GoString() string { 12455 return s.String() 12456} 12457 12458// SetCreationTime sets the CreationTime field's value. 12459func (s *DescribeEndpointConfigOutput) SetCreationTime(v time.Time) *DescribeEndpointConfigOutput { 12460 s.CreationTime = &v 12461 return s 12462} 12463 12464// SetEndpointConfigArn sets the EndpointConfigArn field's value. 12465func (s *DescribeEndpointConfigOutput) SetEndpointConfigArn(v string) *DescribeEndpointConfigOutput { 12466 s.EndpointConfigArn = &v 12467 return s 12468} 12469 12470// SetEndpointConfigName sets the EndpointConfigName field's value. 12471func (s *DescribeEndpointConfigOutput) SetEndpointConfigName(v string) *DescribeEndpointConfigOutput { 12472 s.EndpointConfigName = &v 12473 return s 12474} 12475 12476// SetKmsKeyId sets the KmsKeyId field's value. 12477func (s *DescribeEndpointConfigOutput) SetKmsKeyId(v string) *DescribeEndpointConfigOutput { 12478 s.KmsKeyId = &v 12479 return s 12480} 12481 12482// SetProductionVariants sets the ProductionVariants field's value. 12483func (s *DescribeEndpointConfigOutput) SetProductionVariants(v []*ProductionVariant) *DescribeEndpointConfigOutput { 12484 s.ProductionVariants = v 12485 return s 12486} 12487 12488type DescribeEndpointInput struct { 12489 _ struct{} `type:"structure"` 12490 12491 // The name of the endpoint. 12492 // 12493 // EndpointName is a required field 12494 EndpointName *string `type:"string" required:"true"` 12495} 12496 12497// String returns the string representation 12498func (s DescribeEndpointInput) String() string { 12499 return awsutil.Prettify(s) 12500} 12501 12502// GoString returns the string representation 12503func (s DescribeEndpointInput) GoString() string { 12504 return s.String() 12505} 12506 12507// Validate inspects the fields of the type to determine if they are valid. 12508func (s *DescribeEndpointInput) Validate() error { 12509 invalidParams := request.ErrInvalidParams{Context: "DescribeEndpointInput"} 12510 if s.EndpointName == nil { 12511 invalidParams.Add(request.NewErrParamRequired("EndpointName")) 12512 } 12513 12514 if invalidParams.Len() > 0 { 12515 return invalidParams 12516 } 12517 return nil 12518} 12519 12520// SetEndpointName sets the EndpointName field's value. 12521func (s *DescribeEndpointInput) SetEndpointName(v string) *DescribeEndpointInput { 12522 s.EndpointName = &v 12523 return s 12524} 12525 12526type DescribeEndpointOutput struct { 12527 _ struct{} `type:"structure"` 12528 12529 // A timestamp that shows when the endpoint was created. 12530 // 12531 // CreationTime is a required field 12532 CreationTime *time.Time `type:"timestamp" required:"true"` 12533 12534 // The Amazon Resource Name (ARN) of the endpoint. 12535 // 12536 // EndpointArn is a required field 12537 EndpointArn *string `min:"20" type:"string" required:"true"` 12538 12539 // The name of the endpoint configuration associated with this endpoint. 12540 // 12541 // EndpointConfigName is a required field 12542 EndpointConfigName *string `type:"string" required:"true"` 12543 12544 // Name of the endpoint. 12545 // 12546 // EndpointName is a required field 12547 EndpointName *string `type:"string" required:"true"` 12548 12549 // The status of the endpoint. 12550 // 12551 // * OutOfService: Endpoint is not available to take incoming requests. 12552 // 12553 // * Creating: CreateEndpoint is executing. 12554 // 12555 // * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing. 12556 // 12557 // * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated 12558 // or deleted or re-scaled until it has completed. This maintenance operation 12559 // does not change any customer-specified values such as VPC config, KMS 12560 // encryption, model, instance type, or instance count. 12561 // 12562 // * RollingBack: Endpoint fails to scale up or down or change its variant 12563 // weight and is in the process of rolling back to its previous configuration. 12564 // Once the rollback completes, endpoint returns to an InService status. 12565 // This transitional status only applies to an endpoint that has autoscaling 12566 // enabled and is undergoing variant weight or capacity changes as part of 12567 // an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities 12568 // operation is called explicitly. 12569 // 12570 // * InService: Endpoint is available to process incoming requests. 12571 // 12572 // * Deleting: DeleteEndpoint is executing. 12573 // 12574 // * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason 12575 // for information about the failure. DeleteEndpoint is the only operation 12576 // that can be performed on a failed endpoint. 12577 // 12578 // EndpointStatus is a required field 12579 EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"` 12580 12581 // If the status of the endpoint is Failed, the reason why it failed. 12582 FailureReason *string `type:"string"` 12583 12584 // A timestamp that shows when the endpoint was last modified. 12585 // 12586 // LastModifiedTime is a required field 12587 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 12588 12589 // An array of ProductionVariantSummary objects, one for each model hosted behind 12590 // this endpoint. 12591 ProductionVariants []*ProductionVariantSummary `min:"1" type:"list"` 12592} 12593 12594// String returns the string representation 12595func (s DescribeEndpointOutput) String() string { 12596 return awsutil.Prettify(s) 12597} 12598 12599// GoString returns the string representation 12600func (s DescribeEndpointOutput) GoString() string { 12601 return s.String() 12602} 12603 12604// SetCreationTime sets the CreationTime field's value. 12605func (s *DescribeEndpointOutput) SetCreationTime(v time.Time) *DescribeEndpointOutput { 12606 s.CreationTime = &v 12607 return s 12608} 12609 12610// SetEndpointArn sets the EndpointArn field's value. 12611func (s *DescribeEndpointOutput) SetEndpointArn(v string) *DescribeEndpointOutput { 12612 s.EndpointArn = &v 12613 return s 12614} 12615 12616// SetEndpointConfigName sets the EndpointConfigName field's value. 12617func (s *DescribeEndpointOutput) SetEndpointConfigName(v string) *DescribeEndpointOutput { 12618 s.EndpointConfigName = &v 12619 return s 12620} 12621 12622// SetEndpointName sets the EndpointName field's value. 12623func (s *DescribeEndpointOutput) SetEndpointName(v string) *DescribeEndpointOutput { 12624 s.EndpointName = &v 12625 return s 12626} 12627 12628// SetEndpointStatus sets the EndpointStatus field's value. 12629func (s *DescribeEndpointOutput) SetEndpointStatus(v string) *DescribeEndpointOutput { 12630 s.EndpointStatus = &v 12631 return s 12632} 12633 12634// SetFailureReason sets the FailureReason field's value. 12635func (s *DescribeEndpointOutput) SetFailureReason(v string) *DescribeEndpointOutput { 12636 s.FailureReason = &v 12637 return s 12638} 12639 12640// SetLastModifiedTime sets the LastModifiedTime field's value. 12641func (s *DescribeEndpointOutput) SetLastModifiedTime(v time.Time) *DescribeEndpointOutput { 12642 s.LastModifiedTime = &v 12643 return s 12644} 12645 12646// SetProductionVariants sets the ProductionVariants field's value. 12647func (s *DescribeEndpointOutput) SetProductionVariants(v []*ProductionVariantSummary) *DescribeEndpointOutput { 12648 s.ProductionVariants = v 12649 return s 12650} 12651 12652type DescribeHyperParameterTuningJobInput struct { 12653 _ struct{} `type:"structure"` 12654 12655 // The name of the tuning job to describe. 12656 // 12657 // HyperParameterTuningJobName is a required field 12658 HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"` 12659} 12660 12661// String returns the string representation 12662func (s DescribeHyperParameterTuningJobInput) String() string { 12663 return awsutil.Prettify(s) 12664} 12665 12666// GoString returns the string representation 12667func (s DescribeHyperParameterTuningJobInput) GoString() string { 12668 return s.String() 12669} 12670 12671// Validate inspects the fields of the type to determine if they are valid. 12672func (s *DescribeHyperParameterTuningJobInput) Validate() error { 12673 invalidParams := request.ErrInvalidParams{Context: "DescribeHyperParameterTuningJobInput"} 12674 if s.HyperParameterTuningJobName == nil { 12675 invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName")) 12676 } 12677 if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 { 12678 invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1)) 12679 } 12680 12681 if invalidParams.Len() > 0 { 12682 return invalidParams 12683 } 12684 return nil 12685} 12686 12687// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 12688func (s *DescribeHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobInput { 12689 s.HyperParameterTuningJobName = &v 12690 return s 12691} 12692 12693type DescribeHyperParameterTuningJobOutput struct { 12694 _ struct{} `type:"structure"` 12695 12696 // A TrainingJobSummary object that describes the training job that completed 12697 // with the best current HyperParameterTuningJobObjective. 12698 BestTrainingJob *HyperParameterTrainingJobSummary `type:"structure"` 12699 12700 // The date and time that the tuning job started. 12701 // 12702 // CreationTime is a required field 12703 CreationTime *time.Time `type:"timestamp" required:"true"` 12704 12705 // If the tuning job failed, the reason it failed. 12706 FailureReason *string `type:"string"` 12707 12708 // The date and time that the tuning job ended. 12709 HyperParameterTuningEndTime *time.Time `type:"timestamp"` 12710 12711 // The Amazon Resource Name (ARN) of the tuning job. 12712 // 12713 // HyperParameterTuningJobArn is a required field 12714 HyperParameterTuningJobArn *string `type:"string" required:"true"` 12715 12716 // The HyperParameterTuningJobConfig object that specifies the configuration 12717 // of the tuning job. 12718 // 12719 // HyperParameterTuningJobConfig is a required field 12720 HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `type:"structure" required:"true"` 12721 12722 // The name of the tuning job. 12723 // 12724 // HyperParameterTuningJobName is a required field 12725 HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"` 12726 12727 // The status of the tuning job: InProgress, Completed, Failed, Stopping, or 12728 // Stopped. 12729 // 12730 // HyperParameterTuningJobStatus is a required field 12731 HyperParameterTuningJobStatus *string `type:"string" required:"true" enum:"HyperParameterTuningJobStatus"` 12732 12733 // The date and time that the status of the tuning job was modified. 12734 LastModifiedTime *time.Time `type:"timestamp"` 12735 12736 // The ObjectiveStatusCounters object that specifies the number of training 12737 // jobs, categorized by the status of their final objective metric, that this 12738 // tuning job launched. 12739 // 12740 // ObjectiveStatusCounters is a required field 12741 ObjectiveStatusCounters *ObjectiveStatusCounters `type:"structure" required:"true"` 12742 12743 // If the hyperparameter tuning job is an warm start tuning job with a WarmStartType 12744 // of IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training 12745 // job with the best objective metric value of all training jobs launched by 12746 // this tuning job and all parent jobs specified for the warm start tuning job. 12747 OverallBestTrainingJob *HyperParameterTrainingJobSummary `type:"structure"` 12748 12749 // The HyperParameterTrainingJobDefinition object that specifies the definition 12750 // of the training jobs that this tuning job launches. 12751 TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure"` 12752 12753 // The TrainingJobStatusCounters object that specifies the number of training 12754 // jobs, categorized by status, that this tuning job launched. 12755 // 12756 // TrainingJobStatusCounters is a required field 12757 TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"` 12758 12759 // The configuration for starting the hyperparameter parameter tuning job using 12760 // one or more previous tuning jobs as a starting point. The results of previous 12761 // tuning jobs are used to inform which combinations of hyperparameters to search 12762 // over in the new tuning job. 12763 WarmStartConfig *HyperParameterTuningJobWarmStartConfig `type:"structure"` 12764} 12765 12766// String returns the string representation 12767func (s DescribeHyperParameterTuningJobOutput) String() string { 12768 return awsutil.Prettify(s) 12769} 12770 12771// GoString returns the string representation 12772func (s DescribeHyperParameterTuningJobOutput) GoString() string { 12773 return s.String() 12774} 12775 12776// SetBestTrainingJob sets the BestTrainingJob field's value. 12777func (s *DescribeHyperParameterTuningJobOutput) SetBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput { 12778 s.BestTrainingJob = v 12779 return s 12780} 12781 12782// SetCreationTime sets the CreationTime field's value. 12783func (s *DescribeHyperParameterTuningJobOutput) SetCreationTime(v time.Time) *DescribeHyperParameterTuningJobOutput { 12784 s.CreationTime = &v 12785 return s 12786} 12787 12788// SetFailureReason sets the FailureReason field's value. 12789func (s *DescribeHyperParameterTuningJobOutput) SetFailureReason(v string) *DescribeHyperParameterTuningJobOutput { 12790 s.FailureReason = &v 12791 return s 12792} 12793 12794// SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value. 12795func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime(v time.Time) *DescribeHyperParameterTuningJobOutput { 12796 s.HyperParameterTuningEndTime = &v 12797 return s 12798} 12799 12800// SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value. 12801func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *DescribeHyperParameterTuningJobOutput { 12802 s.HyperParameterTuningJobArn = &v 12803 return s 12804} 12805 12806// SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value. 12807func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *DescribeHyperParameterTuningJobOutput { 12808 s.HyperParameterTuningJobConfig = v 12809 return s 12810} 12811 12812// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 12813func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobOutput { 12814 s.HyperParameterTuningJobName = &v 12815 return s 12816} 12817 12818// SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value. 12819func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus(v string) *DescribeHyperParameterTuningJobOutput { 12820 s.HyperParameterTuningJobStatus = &v 12821 return s 12822} 12823 12824// SetLastModifiedTime sets the LastModifiedTime field's value. 12825func (s *DescribeHyperParameterTuningJobOutput) SetLastModifiedTime(v time.Time) *DescribeHyperParameterTuningJobOutput { 12826 s.LastModifiedTime = &v 12827 return s 12828} 12829 12830// SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value. 12831func (s *DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *DescribeHyperParameterTuningJobOutput { 12832 s.ObjectiveStatusCounters = v 12833 return s 12834} 12835 12836// SetOverallBestTrainingJob sets the OverallBestTrainingJob field's value. 12837func (s *DescribeHyperParameterTuningJobOutput) SetOverallBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput { 12838 s.OverallBestTrainingJob = v 12839 return s 12840} 12841 12842// SetTrainingJobDefinition sets the TrainingJobDefinition field's value. 12843func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *DescribeHyperParameterTuningJobOutput { 12844 s.TrainingJobDefinition = v 12845 return s 12846} 12847 12848// SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value. 12849func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *DescribeHyperParameterTuningJobOutput { 12850 s.TrainingJobStatusCounters = v 12851 return s 12852} 12853 12854// SetWarmStartConfig sets the WarmStartConfig field's value. 12855func (s *DescribeHyperParameterTuningJobOutput) SetWarmStartConfig(v *HyperParameterTuningJobWarmStartConfig) *DescribeHyperParameterTuningJobOutput { 12856 s.WarmStartConfig = v 12857 return s 12858} 12859 12860type DescribeLabelingJobInput struct { 12861 _ struct{} `type:"structure"` 12862 12863 // The name of the labeling job to return information for. 12864 // 12865 // LabelingJobName is a required field 12866 LabelingJobName *string `min:"1" type:"string" required:"true"` 12867} 12868 12869// String returns the string representation 12870func (s DescribeLabelingJobInput) String() string { 12871 return awsutil.Prettify(s) 12872} 12873 12874// GoString returns the string representation 12875func (s DescribeLabelingJobInput) GoString() string { 12876 return s.String() 12877} 12878 12879// Validate inspects the fields of the type to determine if they are valid. 12880func (s *DescribeLabelingJobInput) Validate() error { 12881 invalidParams := request.ErrInvalidParams{Context: "DescribeLabelingJobInput"} 12882 if s.LabelingJobName == nil { 12883 invalidParams.Add(request.NewErrParamRequired("LabelingJobName")) 12884 } 12885 if s.LabelingJobName != nil && len(*s.LabelingJobName) < 1 { 12886 invalidParams.Add(request.NewErrParamMinLen("LabelingJobName", 1)) 12887 } 12888 12889 if invalidParams.Len() > 0 { 12890 return invalidParams 12891 } 12892 return nil 12893} 12894 12895// SetLabelingJobName sets the LabelingJobName field's value. 12896func (s *DescribeLabelingJobInput) SetLabelingJobName(v string) *DescribeLabelingJobInput { 12897 s.LabelingJobName = &v 12898 return s 12899} 12900 12901type DescribeLabelingJobOutput struct { 12902 _ struct{} `type:"structure"` 12903 12904 // The date and time that the labeling job was created. 12905 // 12906 // CreationTime is a required field 12907 CreationTime *time.Time `type:"timestamp" required:"true"` 12908 12909 // If the job failed, the reason that it failed. 12910 FailureReason *string `type:"string"` 12911 12912 // Configuration information required for human workers to complete a labeling 12913 // task. 12914 // 12915 // HumanTaskConfig is a required field 12916 HumanTaskConfig *HumanTaskConfig `type:"structure" required:"true"` 12917 12918 // Input configuration information for the labeling job, such as the Amazon 12919 // S3 location of the data objects and the location of the manifest file that 12920 // describes the data objects. 12921 // 12922 // InputConfig is a required field 12923 InputConfig *LabelingJobInputConfig `type:"structure" required:"true"` 12924 12925 // A unique identifier for work done as part of a labeling job. 12926 // 12927 // JobReferenceCode is a required field 12928 JobReferenceCode *string `min:"1" type:"string" required:"true"` 12929 12930 // The attribute used as the label in the output manifest file. 12931 LabelAttributeName *string `min:"1" type:"string"` 12932 12933 // The S3 location of the JSON file that defines the categories used to label 12934 // data objects. 12935 // 12936 // The file is a JSON structure in the following format: 12937 // 12938 // { 12939 // 12940 // "document-version": "2018-11-28" 12941 // 12942 // "labels": [ 12943 // 12944 // { 12945 // 12946 // "label": "label 1" 12947 // 12948 // }, 12949 // 12950 // { 12951 // 12952 // "label": "label 2" 12953 // 12954 // }, 12955 // 12956 // ... 12957 // 12958 // { 12959 // 12960 // "label": "label n" 12961 // 12962 // } 12963 // 12964 // ] 12965 // 12966 // } 12967 LabelCategoryConfigS3Uri *string `type:"string"` 12968 12969 // Provides a breakdown of the number of data objects labeled by humans, the 12970 // number of objects labeled by machine, the number of objects than couldn't 12971 // be labeled, and the total number of objects labeled. 12972 // 12973 // LabelCounters is a required field 12974 LabelCounters *LabelCounters `type:"structure" required:"true"` 12975 12976 // Configuration information for automated data labeling. 12977 LabelingJobAlgorithmsConfig *LabelingJobAlgorithmsConfig `type:"structure"` 12978 12979 // The Amazon Resource Name (ARN) of the labeling job. 12980 // 12981 // LabelingJobArn is a required field 12982 LabelingJobArn *string `type:"string" required:"true"` 12983 12984 // The name assigned to the labeling job when it was created. 12985 // 12986 // LabelingJobName is a required field 12987 LabelingJobName *string `min:"1" type:"string" required:"true"` 12988 12989 // The location of the output produced by the labeling job. 12990 LabelingJobOutput *LabelingJobOutput `type:"structure"` 12991 12992 // The processing status of the labeling job. 12993 // 12994 // LabelingJobStatus is a required field 12995 LabelingJobStatus *string `type:"string" required:"true" enum:"LabelingJobStatus"` 12996 12997 // The date and time that the labeling job was last updated. 12998 // 12999 // LastModifiedTime is a required field 13000 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 13001 13002 // The location of the job's output data and the AWS Key Management Service 13003 // key ID for the key used to encrypt the output data, if any. 13004 // 13005 // OutputConfig is a required field 13006 OutputConfig *LabelingJobOutputConfig `type:"structure" required:"true"` 13007 13008 // The Amazon Resource Name (ARN) that Amazon SageMaker assumes to perform tasks 13009 // on your behalf during data labeling. 13010 // 13011 // RoleArn is a required field 13012 RoleArn *string `min:"20" type:"string" required:"true"` 13013 13014 // A set of conditions for stopping a labeling job. If any of the conditions 13015 // are met, the job is automatically stopped. 13016 StoppingConditions *LabelingJobStoppingConditions `type:"structure"` 13017 13018 // An array of key/value pairs. For more information, see Using Cost Allocation 13019 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 13020 // in the AWS Billing and Cost Management User Guide. 13021 Tags []*Tag `type:"list"` 13022} 13023 13024// String returns the string representation 13025func (s DescribeLabelingJobOutput) String() string { 13026 return awsutil.Prettify(s) 13027} 13028 13029// GoString returns the string representation 13030func (s DescribeLabelingJobOutput) GoString() string { 13031 return s.String() 13032} 13033 13034// SetCreationTime sets the CreationTime field's value. 13035func (s *DescribeLabelingJobOutput) SetCreationTime(v time.Time) *DescribeLabelingJobOutput { 13036 s.CreationTime = &v 13037 return s 13038} 13039 13040// SetFailureReason sets the FailureReason field's value. 13041func (s *DescribeLabelingJobOutput) SetFailureReason(v string) *DescribeLabelingJobOutput { 13042 s.FailureReason = &v 13043 return s 13044} 13045 13046// SetHumanTaskConfig sets the HumanTaskConfig field's value. 13047func (s *DescribeLabelingJobOutput) SetHumanTaskConfig(v *HumanTaskConfig) *DescribeLabelingJobOutput { 13048 s.HumanTaskConfig = v 13049 return s 13050} 13051 13052// SetInputConfig sets the InputConfig field's value. 13053func (s *DescribeLabelingJobOutput) SetInputConfig(v *LabelingJobInputConfig) *DescribeLabelingJobOutput { 13054 s.InputConfig = v 13055 return s 13056} 13057 13058// SetJobReferenceCode sets the JobReferenceCode field's value. 13059func (s *DescribeLabelingJobOutput) SetJobReferenceCode(v string) *DescribeLabelingJobOutput { 13060 s.JobReferenceCode = &v 13061 return s 13062} 13063 13064// SetLabelAttributeName sets the LabelAttributeName field's value. 13065func (s *DescribeLabelingJobOutput) SetLabelAttributeName(v string) *DescribeLabelingJobOutput { 13066 s.LabelAttributeName = &v 13067 return s 13068} 13069 13070// SetLabelCategoryConfigS3Uri sets the LabelCategoryConfigS3Uri field's value. 13071func (s *DescribeLabelingJobOutput) SetLabelCategoryConfigS3Uri(v string) *DescribeLabelingJobOutput { 13072 s.LabelCategoryConfigS3Uri = &v 13073 return s 13074} 13075 13076// SetLabelCounters sets the LabelCounters field's value. 13077func (s *DescribeLabelingJobOutput) SetLabelCounters(v *LabelCounters) *DescribeLabelingJobOutput { 13078 s.LabelCounters = v 13079 return s 13080} 13081 13082// SetLabelingJobAlgorithmsConfig sets the LabelingJobAlgorithmsConfig field's value. 13083func (s *DescribeLabelingJobOutput) SetLabelingJobAlgorithmsConfig(v *LabelingJobAlgorithmsConfig) *DescribeLabelingJobOutput { 13084 s.LabelingJobAlgorithmsConfig = v 13085 return s 13086} 13087 13088// SetLabelingJobArn sets the LabelingJobArn field's value. 13089func (s *DescribeLabelingJobOutput) SetLabelingJobArn(v string) *DescribeLabelingJobOutput { 13090 s.LabelingJobArn = &v 13091 return s 13092} 13093 13094// SetLabelingJobName sets the LabelingJobName field's value. 13095func (s *DescribeLabelingJobOutput) SetLabelingJobName(v string) *DescribeLabelingJobOutput { 13096 s.LabelingJobName = &v 13097 return s 13098} 13099 13100// SetLabelingJobOutput sets the LabelingJobOutput field's value. 13101func (s *DescribeLabelingJobOutput) SetLabelingJobOutput(v *LabelingJobOutput) *DescribeLabelingJobOutput { 13102 s.LabelingJobOutput = v 13103 return s 13104} 13105 13106// SetLabelingJobStatus sets the LabelingJobStatus field's value. 13107func (s *DescribeLabelingJobOutput) SetLabelingJobStatus(v string) *DescribeLabelingJobOutput { 13108 s.LabelingJobStatus = &v 13109 return s 13110} 13111 13112// SetLastModifiedTime sets the LastModifiedTime field's value. 13113func (s *DescribeLabelingJobOutput) SetLastModifiedTime(v time.Time) *DescribeLabelingJobOutput { 13114 s.LastModifiedTime = &v 13115 return s 13116} 13117 13118// SetOutputConfig sets the OutputConfig field's value. 13119func (s *DescribeLabelingJobOutput) SetOutputConfig(v *LabelingJobOutputConfig) *DescribeLabelingJobOutput { 13120 s.OutputConfig = v 13121 return s 13122} 13123 13124// SetRoleArn sets the RoleArn field's value. 13125func (s *DescribeLabelingJobOutput) SetRoleArn(v string) *DescribeLabelingJobOutput { 13126 s.RoleArn = &v 13127 return s 13128} 13129 13130// SetStoppingConditions sets the StoppingConditions field's value. 13131func (s *DescribeLabelingJobOutput) SetStoppingConditions(v *LabelingJobStoppingConditions) *DescribeLabelingJobOutput { 13132 s.StoppingConditions = v 13133 return s 13134} 13135 13136// SetTags sets the Tags field's value. 13137func (s *DescribeLabelingJobOutput) SetTags(v []*Tag) *DescribeLabelingJobOutput { 13138 s.Tags = v 13139 return s 13140} 13141 13142type DescribeModelInput struct { 13143 _ struct{} `type:"structure"` 13144 13145 // The name of the model. 13146 // 13147 // ModelName is a required field 13148 ModelName *string `type:"string" required:"true"` 13149} 13150 13151// String returns the string representation 13152func (s DescribeModelInput) String() string { 13153 return awsutil.Prettify(s) 13154} 13155 13156// GoString returns the string representation 13157func (s DescribeModelInput) GoString() string { 13158 return s.String() 13159} 13160 13161// Validate inspects the fields of the type to determine if they are valid. 13162func (s *DescribeModelInput) Validate() error { 13163 invalidParams := request.ErrInvalidParams{Context: "DescribeModelInput"} 13164 if s.ModelName == nil { 13165 invalidParams.Add(request.NewErrParamRequired("ModelName")) 13166 } 13167 13168 if invalidParams.Len() > 0 { 13169 return invalidParams 13170 } 13171 return nil 13172} 13173 13174// SetModelName sets the ModelName field's value. 13175func (s *DescribeModelInput) SetModelName(v string) *DescribeModelInput { 13176 s.ModelName = &v 13177 return s 13178} 13179 13180type DescribeModelOutput struct { 13181 _ struct{} `type:"structure"` 13182 13183 // The containers in the inference pipeline. 13184 Containers []*ContainerDefinition `type:"list"` 13185 13186 // A timestamp that shows when the model was created. 13187 // 13188 // CreationTime is a required field 13189 CreationTime *time.Time `type:"timestamp" required:"true"` 13190 13191 // If True, no inbound or outbound network calls can be made to or from the 13192 // model container. 13193 // 13194 // The Semantic Segmentation built-in algorithm does not support network isolation. 13195 EnableNetworkIsolation *bool `type:"boolean"` 13196 13197 // The Amazon Resource Name (ARN) of the IAM role that you specified for the 13198 // model. 13199 // 13200 // ExecutionRoleArn is a required field 13201 ExecutionRoleArn *string `min:"20" type:"string" required:"true"` 13202 13203 // The Amazon Resource Name (ARN) of the model. 13204 // 13205 // ModelArn is a required field 13206 ModelArn *string `min:"20" type:"string" required:"true"` 13207 13208 // Name of the Amazon SageMaker model. 13209 // 13210 // ModelName is a required field 13211 ModelName *string `type:"string" required:"true"` 13212 13213 // The location of the primary inference code, associated artifacts, and custom 13214 // environment map that the inference code uses when it is deployed in production. 13215 PrimaryContainer *ContainerDefinition `type:"structure"` 13216 13217 // A VpcConfig object that specifies the VPC that this model has access to. 13218 // For more information, see Protect Endpoints by Using an Amazon Virtual Private 13219 // Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) 13220 VpcConfig *VpcConfig `type:"structure"` 13221} 13222 13223// String returns the string representation 13224func (s DescribeModelOutput) String() string { 13225 return awsutil.Prettify(s) 13226} 13227 13228// GoString returns the string representation 13229func (s DescribeModelOutput) GoString() string { 13230 return s.String() 13231} 13232 13233// SetContainers sets the Containers field's value. 13234func (s *DescribeModelOutput) SetContainers(v []*ContainerDefinition) *DescribeModelOutput { 13235 s.Containers = v 13236 return s 13237} 13238 13239// SetCreationTime sets the CreationTime field's value. 13240func (s *DescribeModelOutput) SetCreationTime(v time.Time) *DescribeModelOutput { 13241 s.CreationTime = &v 13242 return s 13243} 13244 13245// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value. 13246func (s *DescribeModelOutput) SetEnableNetworkIsolation(v bool) *DescribeModelOutput { 13247 s.EnableNetworkIsolation = &v 13248 return s 13249} 13250 13251// SetExecutionRoleArn sets the ExecutionRoleArn field's value. 13252func (s *DescribeModelOutput) SetExecutionRoleArn(v string) *DescribeModelOutput { 13253 s.ExecutionRoleArn = &v 13254 return s 13255} 13256 13257// SetModelArn sets the ModelArn field's value. 13258func (s *DescribeModelOutput) SetModelArn(v string) *DescribeModelOutput { 13259 s.ModelArn = &v 13260 return s 13261} 13262 13263// SetModelName sets the ModelName field's value. 13264func (s *DescribeModelOutput) SetModelName(v string) *DescribeModelOutput { 13265 s.ModelName = &v 13266 return s 13267} 13268 13269// SetPrimaryContainer sets the PrimaryContainer field's value. 13270func (s *DescribeModelOutput) SetPrimaryContainer(v *ContainerDefinition) *DescribeModelOutput { 13271 s.PrimaryContainer = v 13272 return s 13273} 13274 13275// SetVpcConfig sets the VpcConfig field's value. 13276func (s *DescribeModelOutput) SetVpcConfig(v *VpcConfig) *DescribeModelOutput { 13277 s.VpcConfig = v 13278 return s 13279} 13280 13281type DescribeModelPackageInput struct { 13282 _ struct{} `type:"structure"` 13283 13284 // The name of the model package to describe. 13285 // 13286 // ModelPackageName is a required field 13287 ModelPackageName *string `min:"1" type:"string" required:"true"` 13288} 13289 13290// String returns the string representation 13291func (s DescribeModelPackageInput) String() string { 13292 return awsutil.Prettify(s) 13293} 13294 13295// GoString returns the string representation 13296func (s DescribeModelPackageInput) GoString() string { 13297 return s.String() 13298} 13299 13300// Validate inspects the fields of the type to determine if they are valid. 13301func (s *DescribeModelPackageInput) Validate() error { 13302 invalidParams := request.ErrInvalidParams{Context: "DescribeModelPackageInput"} 13303 if s.ModelPackageName == nil { 13304 invalidParams.Add(request.NewErrParamRequired("ModelPackageName")) 13305 } 13306 if s.ModelPackageName != nil && len(*s.ModelPackageName) < 1 { 13307 invalidParams.Add(request.NewErrParamMinLen("ModelPackageName", 1)) 13308 } 13309 13310 if invalidParams.Len() > 0 { 13311 return invalidParams 13312 } 13313 return nil 13314} 13315 13316// SetModelPackageName sets the ModelPackageName field's value. 13317func (s *DescribeModelPackageInput) SetModelPackageName(v string) *DescribeModelPackageInput { 13318 s.ModelPackageName = &v 13319 return s 13320} 13321 13322type DescribeModelPackageOutput struct { 13323 _ struct{} `type:"structure"` 13324 13325 // Whether the model package is certified for listing on AWS Marketplace. 13326 CertifyForMarketplace *bool `type:"boolean"` 13327 13328 // A timestamp specifying when the model package was created. 13329 // 13330 // CreationTime is a required field 13331 CreationTime *time.Time `type:"timestamp" required:"true"` 13332 13333 // Details about inference jobs that can be run with models based on this model 13334 // package. 13335 InferenceSpecification *InferenceSpecification `type:"structure"` 13336 13337 // The Amazon Resource Name (ARN) of the model package. 13338 // 13339 // ModelPackageArn is a required field 13340 ModelPackageArn *string `min:"1" type:"string" required:"true"` 13341 13342 // A brief summary of the model package. 13343 ModelPackageDescription *string `type:"string"` 13344 13345 // The name of the model package being described. 13346 // 13347 // ModelPackageName is a required field 13348 ModelPackageName *string `min:"1" type:"string" required:"true"` 13349 13350 // The current status of the model package. 13351 // 13352 // ModelPackageStatus is a required field 13353 ModelPackageStatus *string `type:"string" required:"true" enum:"ModelPackageStatus"` 13354 13355 // Details about the current status of the model package. 13356 // 13357 // ModelPackageStatusDetails is a required field 13358 ModelPackageStatusDetails *ModelPackageStatusDetails `type:"structure" required:"true"` 13359 13360 // Details about the algorithm that was used to create the model package. 13361 SourceAlgorithmSpecification *SourceAlgorithmSpecification `type:"structure"` 13362 13363 // Configurations for one or more transform jobs that Amazon SageMaker runs 13364 // to test the model package. 13365 ValidationSpecification *ModelPackageValidationSpecification `type:"structure"` 13366} 13367 13368// String returns the string representation 13369func (s DescribeModelPackageOutput) String() string { 13370 return awsutil.Prettify(s) 13371} 13372 13373// GoString returns the string representation 13374func (s DescribeModelPackageOutput) GoString() string { 13375 return s.String() 13376} 13377 13378// SetCertifyForMarketplace sets the CertifyForMarketplace field's value. 13379func (s *DescribeModelPackageOutput) SetCertifyForMarketplace(v bool) *DescribeModelPackageOutput { 13380 s.CertifyForMarketplace = &v 13381 return s 13382} 13383 13384// SetCreationTime sets the CreationTime field's value. 13385func (s *DescribeModelPackageOutput) SetCreationTime(v time.Time) *DescribeModelPackageOutput { 13386 s.CreationTime = &v 13387 return s 13388} 13389 13390// SetInferenceSpecification sets the InferenceSpecification field's value. 13391func (s *DescribeModelPackageOutput) SetInferenceSpecification(v *InferenceSpecification) *DescribeModelPackageOutput { 13392 s.InferenceSpecification = v 13393 return s 13394} 13395 13396// SetModelPackageArn sets the ModelPackageArn field's value. 13397func (s *DescribeModelPackageOutput) SetModelPackageArn(v string) *DescribeModelPackageOutput { 13398 s.ModelPackageArn = &v 13399 return s 13400} 13401 13402// SetModelPackageDescription sets the ModelPackageDescription field's value. 13403func (s *DescribeModelPackageOutput) SetModelPackageDescription(v string) *DescribeModelPackageOutput { 13404 s.ModelPackageDescription = &v 13405 return s 13406} 13407 13408// SetModelPackageName sets the ModelPackageName field's value. 13409func (s *DescribeModelPackageOutput) SetModelPackageName(v string) *DescribeModelPackageOutput { 13410 s.ModelPackageName = &v 13411 return s 13412} 13413 13414// SetModelPackageStatus sets the ModelPackageStatus field's value. 13415func (s *DescribeModelPackageOutput) SetModelPackageStatus(v string) *DescribeModelPackageOutput { 13416 s.ModelPackageStatus = &v 13417 return s 13418} 13419 13420// SetModelPackageStatusDetails sets the ModelPackageStatusDetails field's value. 13421func (s *DescribeModelPackageOutput) SetModelPackageStatusDetails(v *ModelPackageStatusDetails) *DescribeModelPackageOutput { 13422 s.ModelPackageStatusDetails = v 13423 return s 13424} 13425 13426// SetSourceAlgorithmSpecification sets the SourceAlgorithmSpecification field's value. 13427func (s *DescribeModelPackageOutput) SetSourceAlgorithmSpecification(v *SourceAlgorithmSpecification) *DescribeModelPackageOutput { 13428 s.SourceAlgorithmSpecification = v 13429 return s 13430} 13431 13432// SetValidationSpecification sets the ValidationSpecification field's value. 13433func (s *DescribeModelPackageOutput) SetValidationSpecification(v *ModelPackageValidationSpecification) *DescribeModelPackageOutput { 13434 s.ValidationSpecification = v 13435 return s 13436} 13437 13438type DescribeNotebookInstanceInput struct { 13439 _ struct{} `type:"structure"` 13440 13441 // The name of the notebook instance that you want information about. 13442 // 13443 // NotebookInstanceName is a required field 13444 NotebookInstanceName *string `type:"string" required:"true"` 13445} 13446 13447// String returns the string representation 13448func (s DescribeNotebookInstanceInput) String() string { 13449 return awsutil.Prettify(s) 13450} 13451 13452// GoString returns the string representation 13453func (s DescribeNotebookInstanceInput) GoString() string { 13454 return s.String() 13455} 13456 13457// Validate inspects the fields of the type to determine if they are valid. 13458func (s *DescribeNotebookInstanceInput) Validate() error { 13459 invalidParams := request.ErrInvalidParams{Context: "DescribeNotebookInstanceInput"} 13460 if s.NotebookInstanceName == nil { 13461 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 13462 } 13463 13464 if invalidParams.Len() > 0 { 13465 return invalidParams 13466 } 13467 return nil 13468} 13469 13470// SetNotebookInstanceName sets the NotebookInstanceName field's value. 13471func (s *DescribeNotebookInstanceInput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceInput { 13472 s.NotebookInstanceName = &v 13473 return s 13474} 13475 13476type DescribeNotebookInstanceLifecycleConfigInput struct { 13477 _ struct{} `type:"structure"` 13478 13479 // The name of the lifecycle configuration to describe. 13480 // 13481 // NotebookInstanceLifecycleConfigName is a required field 13482 NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"` 13483} 13484 13485// String returns the string representation 13486func (s DescribeNotebookInstanceLifecycleConfigInput) String() string { 13487 return awsutil.Prettify(s) 13488} 13489 13490// GoString returns the string representation 13491func (s DescribeNotebookInstanceLifecycleConfigInput) GoString() string { 13492 return s.String() 13493} 13494 13495// Validate inspects the fields of the type to determine if they are valid. 13496func (s *DescribeNotebookInstanceLifecycleConfigInput) Validate() error { 13497 invalidParams := request.ErrInvalidParams{Context: "DescribeNotebookInstanceLifecycleConfigInput"} 13498 if s.NotebookInstanceLifecycleConfigName == nil { 13499 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName")) 13500 } 13501 13502 if invalidParams.Len() > 0 { 13503 return invalidParams 13504 } 13505 return nil 13506} 13507 13508// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 13509func (s *DescribeNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigInput { 13510 s.NotebookInstanceLifecycleConfigName = &v 13511 return s 13512} 13513 13514type DescribeNotebookInstanceLifecycleConfigOutput struct { 13515 _ struct{} `type:"structure"` 13516 13517 // A timestamp that tells when the lifecycle configuration was created. 13518 CreationTime *time.Time `type:"timestamp"` 13519 13520 // A timestamp that tells when the lifecycle configuration was last modified. 13521 LastModifiedTime *time.Time `type:"timestamp"` 13522 13523 // The Amazon Resource Name (ARN) of the lifecycle configuration. 13524 NotebookInstanceLifecycleConfigArn *string `type:"string"` 13525 13526 // The name of the lifecycle configuration. 13527 NotebookInstanceLifecycleConfigName *string `type:"string"` 13528 13529 // The shell script that runs only once, when you create a notebook instance. 13530 OnCreate []*NotebookInstanceLifecycleHook `type:"list"` 13531 13532 // The shell script that runs every time you start a notebook instance, including 13533 // when you create the notebook instance. 13534 OnStart []*NotebookInstanceLifecycleHook `type:"list"` 13535} 13536 13537// String returns the string representation 13538func (s DescribeNotebookInstanceLifecycleConfigOutput) String() string { 13539 return awsutil.Prettify(s) 13540} 13541 13542// GoString returns the string representation 13543func (s DescribeNotebookInstanceLifecycleConfigOutput) GoString() string { 13544 return s.String() 13545} 13546 13547// SetCreationTime sets the CreationTime field's value. 13548func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput { 13549 s.CreationTime = &v 13550 return s 13551} 13552 13553// SetLastModifiedTime sets the LastModifiedTime field's value. 13554func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput { 13555 s.LastModifiedTime = &v 13556 return s 13557} 13558 13559// SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value. 13560func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *DescribeNotebookInstanceLifecycleConfigOutput { 13561 s.NotebookInstanceLifecycleConfigArn = &v 13562 return s 13563} 13564 13565// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 13566func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigOutput { 13567 s.NotebookInstanceLifecycleConfigName = &v 13568 return s 13569} 13570 13571// SetOnCreate sets the OnCreate field's value. 13572func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput { 13573 s.OnCreate = v 13574 return s 13575} 13576 13577// SetOnStart sets the OnStart field's value. 13578func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnStart(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput { 13579 s.OnStart = v 13580 return s 13581} 13582 13583type DescribeNotebookInstanceOutput struct { 13584 _ struct{} `type:"structure"` 13585 13586 // A list of the Elastic Inference (EI) instance types associated with this 13587 // notebook instance. Currently only one EI instance type can be associated 13588 // with a notebook instance. For more information, see Using Elastic Inference 13589 // in Amazon SageMaker (sagemaker/latest/dg/ei.html). 13590 AcceleratorTypes []*string `type:"list"` 13591 13592 // An array of up to three Git repositories associated with the notebook instance. 13593 // These can be either the names of Git repositories stored as resources in 13594 // your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 13595 // or in any other Git repository. These repositories are cloned at the same 13596 // level as the default repository of your notebook instance. For more information, 13597 // see Associating Git Repositories with Amazon SageMaker Notebook Instances 13598 // (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 13599 AdditionalCodeRepositories []*string `type:"list"` 13600 13601 // A timestamp. Use this parameter to return the time when the notebook instance 13602 // was created 13603 CreationTime *time.Time `type:"timestamp"` 13604 13605 // The Git repository associated with the notebook instance as its default code 13606 // repository. This can be either the name of a Git repository stored as a resource 13607 // in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 13608 // or in any other Git repository. When you open a notebook instance, it opens 13609 // in the directory that contains this repository. For more information, see 13610 // Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 13611 DefaultCodeRepository *string `min:"1" type:"string"` 13612 13613 // Describes whether Amazon SageMaker provides internet access to the notebook 13614 // instance. If this value is set to Disabled, the notebook instance does not 13615 // have internet access, and cannot connect to Amazon SageMaker training and 13616 // endpoint services. 13617 // 13618 // For more information, see Notebook Instances Are Internet-Enabled by Default 13619 // (https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access). 13620 DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"` 13621 13622 // If status is Failed, the reason it failed. 13623 FailureReason *string `type:"string"` 13624 13625 // The type of ML compute instance running on the notebook instance. 13626 InstanceType *string `type:"string" enum:"InstanceType"` 13627 13628 // The AWS KMS key ID Amazon SageMaker uses to encrypt data when storing it 13629 // on the ML storage volume attached to the instance. 13630 KmsKeyId *string `type:"string"` 13631 13632 // A timestamp. Use this parameter to retrieve the time when the notebook instance 13633 // was last modified. 13634 LastModifiedTime *time.Time `type:"timestamp"` 13635 13636 // The network interface IDs that Amazon SageMaker created at the time of creating 13637 // the instance. 13638 NetworkInterfaceId *string `type:"string"` 13639 13640 // The Amazon Resource Name (ARN) of the notebook instance. 13641 NotebookInstanceArn *string `type:"string"` 13642 13643 // Returns the name of a notebook instance lifecycle configuration. 13644 // 13645 // For information about notebook instance lifestyle configurations, see Step 13646 // 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html) 13647 NotebookInstanceLifecycleConfigName *string `type:"string"` 13648 13649 // The name of the Amazon SageMaker notebook instance. 13650 NotebookInstanceName *string `type:"string"` 13651 13652 // The status of the notebook instance. 13653 NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"` 13654 13655 // The Amazon Resource Name (ARN) of the IAM role associated with the instance. 13656 RoleArn *string `min:"20" type:"string"` 13657 13658 // Whether root access is enabled or disabled for users of the notebook instance. 13659 // 13660 // Lifecycle configurations need root access to be able to set up a notebook 13661 // instance. Because of this, lifecycle configurations associated with a notebook 13662 // instance always run with root access even if you disable root access for 13663 // users. 13664 RootAccess *string `type:"string" enum:"RootAccess"` 13665 13666 // The IDs of the VPC security groups. 13667 SecurityGroups []*string `type:"list"` 13668 13669 // The ID of the VPC subnet. 13670 SubnetId *string `type:"string"` 13671 13672 // The URL that you use to connect to the Jupyter notebook that is running in 13673 // your notebook instance. 13674 Url *string `type:"string"` 13675 13676 // The size, in GB, of the ML storage volume attached to the notebook instance. 13677 VolumeSizeInGB *int64 `min:"5" type:"integer"` 13678} 13679 13680// String returns the string representation 13681func (s DescribeNotebookInstanceOutput) String() string { 13682 return awsutil.Prettify(s) 13683} 13684 13685// GoString returns the string representation 13686func (s DescribeNotebookInstanceOutput) GoString() string { 13687 return s.String() 13688} 13689 13690// SetAcceleratorTypes sets the AcceleratorTypes field's value. 13691func (s *DescribeNotebookInstanceOutput) SetAcceleratorTypes(v []*string) *DescribeNotebookInstanceOutput { 13692 s.AcceleratorTypes = v 13693 return s 13694} 13695 13696// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value. 13697func (s *DescribeNotebookInstanceOutput) SetAdditionalCodeRepositories(v []*string) *DescribeNotebookInstanceOutput { 13698 s.AdditionalCodeRepositories = v 13699 return s 13700} 13701 13702// SetCreationTime sets the CreationTime field's value. 13703func (s *DescribeNotebookInstanceOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceOutput { 13704 s.CreationTime = &v 13705 return s 13706} 13707 13708// SetDefaultCodeRepository sets the DefaultCodeRepository field's value. 13709func (s *DescribeNotebookInstanceOutput) SetDefaultCodeRepository(v string) *DescribeNotebookInstanceOutput { 13710 s.DefaultCodeRepository = &v 13711 return s 13712} 13713 13714// SetDirectInternetAccess sets the DirectInternetAccess field's value. 13715func (s *DescribeNotebookInstanceOutput) SetDirectInternetAccess(v string) *DescribeNotebookInstanceOutput { 13716 s.DirectInternetAccess = &v 13717 return s 13718} 13719 13720// SetFailureReason sets the FailureReason field's value. 13721func (s *DescribeNotebookInstanceOutput) SetFailureReason(v string) *DescribeNotebookInstanceOutput { 13722 s.FailureReason = &v 13723 return s 13724} 13725 13726// SetInstanceType sets the InstanceType field's value. 13727func (s *DescribeNotebookInstanceOutput) SetInstanceType(v string) *DescribeNotebookInstanceOutput { 13728 s.InstanceType = &v 13729 return s 13730} 13731 13732// SetKmsKeyId sets the KmsKeyId field's value. 13733func (s *DescribeNotebookInstanceOutput) SetKmsKeyId(v string) *DescribeNotebookInstanceOutput { 13734 s.KmsKeyId = &v 13735 return s 13736} 13737 13738// SetLastModifiedTime sets the LastModifiedTime field's value. 13739func (s *DescribeNotebookInstanceOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceOutput { 13740 s.LastModifiedTime = &v 13741 return s 13742} 13743 13744// SetNetworkInterfaceId sets the NetworkInterfaceId field's value. 13745func (s *DescribeNotebookInstanceOutput) SetNetworkInterfaceId(v string) *DescribeNotebookInstanceOutput { 13746 s.NetworkInterfaceId = &v 13747 return s 13748} 13749 13750// SetNotebookInstanceArn sets the NotebookInstanceArn field's value. 13751func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceArn(v string) *DescribeNotebookInstanceOutput { 13752 s.NotebookInstanceArn = &v 13753 return s 13754} 13755 13756// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 13757func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceOutput { 13758 s.NotebookInstanceLifecycleConfigName = &v 13759 return s 13760} 13761 13762// SetNotebookInstanceName sets the NotebookInstanceName field's value. 13763func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceOutput { 13764 s.NotebookInstanceName = &v 13765 return s 13766} 13767 13768// SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value. 13769func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceStatus(v string) *DescribeNotebookInstanceOutput { 13770 s.NotebookInstanceStatus = &v 13771 return s 13772} 13773 13774// SetRoleArn sets the RoleArn field's value. 13775func (s *DescribeNotebookInstanceOutput) SetRoleArn(v string) *DescribeNotebookInstanceOutput { 13776 s.RoleArn = &v 13777 return s 13778} 13779 13780// SetRootAccess sets the RootAccess field's value. 13781func (s *DescribeNotebookInstanceOutput) SetRootAccess(v string) *DescribeNotebookInstanceOutput { 13782 s.RootAccess = &v 13783 return s 13784} 13785 13786// SetSecurityGroups sets the SecurityGroups field's value. 13787func (s *DescribeNotebookInstanceOutput) SetSecurityGroups(v []*string) *DescribeNotebookInstanceOutput { 13788 s.SecurityGroups = v 13789 return s 13790} 13791 13792// SetSubnetId sets the SubnetId field's value. 13793func (s *DescribeNotebookInstanceOutput) SetSubnetId(v string) *DescribeNotebookInstanceOutput { 13794 s.SubnetId = &v 13795 return s 13796} 13797 13798// SetUrl sets the Url field's value. 13799func (s *DescribeNotebookInstanceOutput) SetUrl(v string) *DescribeNotebookInstanceOutput { 13800 s.Url = &v 13801 return s 13802} 13803 13804// SetVolumeSizeInGB sets the VolumeSizeInGB field's value. 13805func (s *DescribeNotebookInstanceOutput) SetVolumeSizeInGB(v int64) *DescribeNotebookInstanceOutput { 13806 s.VolumeSizeInGB = &v 13807 return s 13808} 13809 13810type DescribeSubscribedWorkteamInput struct { 13811 _ struct{} `type:"structure"` 13812 13813 // The Amazon Resource Name (ARN) of the subscribed work team to describe. 13814 // 13815 // WorkteamArn is a required field 13816 WorkteamArn *string `type:"string" required:"true"` 13817} 13818 13819// String returns the string representation 13820func (s DescribeSubscribedWorkteamInput) String() string { 13821 return awsutil.Prettify(s) 13822} 13823 13824// GoString returns the string representation 13825func (s DescribeSubscribedWorkteamInput) GoString() string { 13826 return s.String() 13827} 13828 13829// Validate inspects the fields of the type to determine if they are valid. 13830func (s *DescribeSubscribedWorkteamInput) Validate() error { 13831 invalidParams := request.ErrInvalidParams{Context: "DescribeSubscribedWorkteamInput"} 13832 if s.WorkteamArn == nil { 13833 invalidParams.Add(request.NewErrParamRequired("WorkteamArn")) 13834 } 13835 13836 if invalidParams.Len() > 0 { 13837 return invalidParams 13838 } 13839 return nil 13840} 13841 13842// SetWorkteamArn sets the WorkteamArn field's value. 13843func (s *DescribeSubscribedWorkteamInput) SetWorkteamArn(v string) *DescribeSubscribedWorkteamInput { 13844 s.WorkteamArn = &v 13845 return s 13846} 13847 13848type DescribeSubscribedWorkteamOutput struct { 13849 _ struct{} `type:"structure"` 13850 13851 // A Workteam instance that contains information about the work team. 13852 // 13853 // SubscribedWorkteam is a required field 13854 SubscribedWorkteam *SubscribedWorkteam `type:"structure" required:"true"` 13855} 13856 13857// String returns the string representation 13858func (s DescribeSubscribedWorkteamOutput) String() string { 13859 return awsutil.Prettify(s) 13860} 13861 13862// GoString returns the string representation 13863func (s DescribeSubscribedWorkteamOutput) GoString() string { 13864 return s.String() 13865} 13866 13867// SetSubscribedWorkteam sets the SubscribedWorkteam field's value. 13868func (s *DescribeSubscribedWorkteamOutput) SetSubscribedWorkteam(v *SubscribedWorkteam) *DescribeSubscribedWorkteamOutput { 13869 s.SubscribedWorkteam = v 13870 return s 13871} 13872 13873type DescribeTrainingJobInput struct { 13874 _ struct{} `type:"structure"` 13875 13876 // The name of the training job. 13877 // 13878 // TrainingJobName is a required field 13879 TrainingJobName *string `min:"1" type:"string" required:"true"` 13880} 13881 13882// String returns the string representation 13883func (s DescribeTrainingJobInput) String() string { 13884 return awsutil.Prettify(s) 13885} 13886 13887// GoString returns the string representation 13888func (s DescribeTrainingJobInput) GoString() string { 13889 return s.String() 13890} 13891 13892// Validate inspects the fields of the type to determine if they are valid. 13893func (s *DescribeTrainingJobInput) Validate() error { 13894 invalidParams := request.ErrInvalidParams{Context: "DescribeTrainingJobInput"} 13895 if s.TrainingJobName == nil { 13896 invalidParams.Add(request.NewErrParamRequired("TrainingJobName")) 13897 } 13898 if s.TrainingJobName != nil && len(*s.TrainingJobName) < 1 { 13899 invalidParams.Add(request.NewErrParamMinLen("TrainingJobName", 1)) 13900 } 13901 13902 if invalidParams.Len() > 0 { 13903 return invalidParams 13904 } 13905 return nil 13906} 13907 13908// SetTrainingJobName sets the TrainingJobName field's value. 13909func (s *DescribeTrainingJobInput) SetTrainingJobName(v string) *DescribeTrainingJobInput { 13910 s.TrainingJobName = &v 13911 return s 13912} 13913 13914type DescribeTrainingJobOutput struct { 13915 _ struct{} `type:"structure"` 13916 13917 // Information about the algorithm used for training, and algorithm metadata. 13918 // 13919 // AlgorithmSpecification is a required field 13920 AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"` 13921 13922 // The billable time in seconds. 13923 // 13924 // You can calculate the savings from using managed spot training using the 13925 // formula (1 - BillableTimeInSeconds / TrainingTimeInSeconds) * 100. For example, 13926 // if BillableTimeInSeconds is 100 and TrainingTimeInSeconds is 500, the savings 13927 // is 80%. 13928 BillableTimeInSeconds *int64 `min:"1" type:"integer"` 13929 13930 // Contains information about the output location for managed spot training 13931 // checkpoint data. 13932 CheckpointConfig *CheckpointConfig `type:"structure"` 13933 13934 // A timestamp that indicates when the training job was created. 13935 // 13936 // CreationTime is a required field 13937 CreationTime *time.Time `type:"timestamp" required:"true"` 13938 13939 // To encrypt all communications between ML compute instances in distributed 13940 // training, choose True. Encryption provides greater security for distributed 13941 // training, but training might take longer. How long it takes depends on the 13942 // amount of communication between compute instances, especially if you use 13943 // a deep learning algorithms in distributed training. 13944 EnableInterContainerTrafficEncryption *bool `type:"boolean"` 13945 13946 // A Boolean indicating whether managed spot training is enabled (True) or not 13947 // (False). 13948 EnableManagedSpotTraining *bool `type:"boolean"` 13949 13950 // If you want to allow inbound or outbound network calls, except for calls 13951 // between peers within a training cluster for distributed training, choose 13952 // True. If you enable network isolation for training jobs that are configured 13953 // to use a VPC, Amazon SageMaker downloads and uploads customer data and model 13954 // artifacts through the specified VPC, but the training container does not 13955 // have network access. 13956 // 13957 // The Semantic Segmentation built-in algorithm does not support network isolation. 13958 EnableNetworkIsolation *bool `type:"boolean"` 13959 13960 // If the training job failed, the reason it failed. 13961 FailureReason *string `type:"string"` 13962 13963 // A collection of MetricData objects that specify the names, values, and dates 13964 // and times that the training algorithm emitted to Amazon CloudWatch. 13965 FinalMetricDataList []*MetricData `type:"list"` 13966 13967 // Algorithm-specific parameters. 13968 HyperParameters map[string]*string `type:"map"` 13969 13970 // An array of Channel objects that describes each data input channel. 13971 InputDataConfig []*Channel `min:"1" type:"list"` 13972 13973 // The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling 13974 // job that created the transform or training job. 13975 LabelingJobArn *string `type:"string"` 13976 13977 // A timestamp that indicates when the status of the training job was last modified. 13978 LastModifiedTime *time.Time `type:"timestamp"` 13979 13980 // Information about the Amazon S3 location that is configured for storing model 13981 // artifacts. 13982 // 13983 // ModelArtifacts is a required field 13984 ModelArtifacts *ModelArtifacts `type:"structure" required:"true"` 13985 13986 // The S3 path where model artifacts that you configured when creating the job 13987 // are stored. Amazon SageMaker creates subfolders for model artifacts. 13988 OutputDataConfig *OutputDataConfig `type:"structure"` 13989 13990 // Resources, including ML compute instances and ML storage volumes, that are 13991 // configured for model training. 13992 // 13993 // ResourceConfig is a required field 13994 ResourceConfig *ResourceConfig `type:"structure" required:"true"` 13995 13996 // The AWS Identity and Access Management (IAM) role configured for the training 13997 // job. 13998 RoleArn *string `min:"20" type:"string"` 13999 14000 // Provides detailed information about the state of the training job. For detailed 14001 // information on the secondary status of the training job, see StatusMessage 14002 // under SecondaryStatusTransition. 14003 // 14004 // Amazon SageMaker provides primary statuses and secondary statuses that apply 14005 // to each of them: 14006 // 14007 // InProgress 14008 // 14009 // * Starting - Starting the training job. 14010 // 14011 // * Downloading - An optional stage for algorithms that support File training 14012 // input mode. It indicates that data is being downloaded to the ML storage 14013 // volumes. 14014 // 14015 // * Training - Training is in progress. 14016 // 14017 // * Uploading - Training is complete and the model artifacts are being uploaded 14018 // to the S3 location. 14019 // 14020 // Completed 14021 // 14022 // * Completed - The training job has completed. 14023 // 14024 // Failed 14025 // 14026 // * Failed - The training job has failed. The reason for the failure is 14027 // returned in the FailureReason field of DescribeTrainingJobResponse. 14028 // 14029 // Stopped 14030 // 14031 // * MaxRuntimeExceeded - The job stopped because it exceeded the maximum 14032 // allowed runtime. 14033 // 14034 // * MaxWaitTmeExceeded - The job stopped because it exceeded the maximum 14035 // allowed wait time. 14036 // 14037 // * Interrupted - The job stopped because the managed spot training instances 14038 // were interrupted. 14039 // 14040 // * Stopped - The training job has stopped. 14041 // 14042 // Stopping 14043 // 14044 // * Stopping - Stopping the training job. 14045 // 14046 // Valid values for SecondaryStatus are subject to change. 14047 // 14048 // We no longer support the following secondary statuses: 14049 // 14050 // * LaunchingMLInstances 14051 // 14052 // * PreparingTrainingStack 14053 // 14054 // * DownloadingTrainingImage 14055 // 14056 // SecondaryStatus is a required field 14057 SecondaryStatus *string `type:"string" required:"true" enum:"SecondaryStatus"` 14058 14059 // A history of all of the secondary statuses that the training job has transitioned 14060 // through. 14061 SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"` 14062 14063 // Specifies a limit to how long a model training job can run. It also specifies 14064 // the maximum time to wait for a spot instance. When the job reaches the time 14065 // limit, Amazon SageMaker ends the training job. Use this API to cap model 14066 // training costs. 14067 // 14068 // To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which 14069 // delays job termination for 120 seconds. Algorithms can use this 120-second 14070 // window to save the model artifacts, so the results of training are not lost. 14071 // 14072 // StoppingCondition is a required field 14073 StoppingCondition *StoppingCondition `type:"structure" required:"true"` 14074 14075 // Indicates the time when the training job ends on training instances. You 14076 // are billed for the time interval between the value of TrainingStartTime and 14077 // this time. For successful jobs and stopped jobs, this is the time after model 14078 // artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker 14079 // detects a job failure. 14080 TrainingEndTime *time.Time `type:"timestamp"` 14081 14082 // The Amazon Resource Name (ARN) of the training job. 14083 // 14084 // TrainingJobArn is a required field 14085 TrainingJobArn *string `type:"string" required:"true"` 14086 14087 // Name of the model training job. 14088 // 14089 // TrainingJobName is a required field 14090 TrainingJobName *string `min:"1" type:"string" required:"true"` 14091 14092 // The status of the training job. 14093 // 14094 // Amazon SageMaker provides the following training job statuses: 14095 // 14096 // * InProgress - The training is in progress. 14097 // 14098 // * Completed - The training job has completed. 14099 // 14100 // * Failed - The training job has failed. To see the reason for the failure, 14101 // see the FailureReason field in the response to a DescribeTrainingJobResponse 14102 // call. 14103 // 14104 // * Stopping - The training job is stopping. 14105 // 14106 // * Stopped - The training job has stopped. 14107 // 14108 // For more detailed information, see SecondaryStatus. 14109 // 14110 // TrainingJobStatus is a required field 14111 TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"` 14112 14113 // Indicates the time when the training job starts on training instances. You 14114 // are billed for the time interval between this time and the value of TrainingEndTime. 14115 // The start time in CloudWatch Logs might be later than this time. The difference 14116 // is due to the time it takes to download the training data and to the size 14117 // of the training container. 14118 TrainingStartTime *time.Time `type:"timestamp"` 14119 14120 // The training time in seconds. 14121 TrainingTimeInSeconds *int64 `min:"1" type:"integer"` 14122 14123 // The Amazon Resource Name (ARN) of the associated hyperparameter tuning job 14124 // if the training job was launched by a hyperparameter tuning job. 14125 TuningJobArn *string `type:"string"` 14126 14127 // A VpcConfig object that specifies the VPC that this training job has access 14128 // to. For more information, see Protect Training Jobs by Using an Amazon Virtual 14129 // Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html). 14130 VpcConfig *VpcConfig `type:"structure"` 14131} 14132 14133// String returns the string representation 14134func (s DescribeTrainingJobOutput) String() string { 14135 return awsutil.Prettify(s) 14136} 14137 14138// GoString returns the string representation 14139func (s DescribeTrainingJobOutput) GoString() string { 14140 return s.String() 14141} 14142 14143// SetAlgorithmSpecification sets the AlgorithmSpecification field's value. 14144func (s *DescribeTrainingJobOutput) SetAlgorithmSpecification(v *AlgorithmSpecification) *DescribeTrainingJobOutput { 14145 s.AlgorithmSpecification = v 14146 return s 14147} 14148 14149// SetBillableTimeInSeconds sets the BillableTimeInSeconds field's value. 14150func (s *DescribeTrainingJobOutput) SetBillableTimeInSeconds(v int64) *DescribeTrainingJobOutput { 14151 s.BillableTimeInSeconds = &v 14152 return s 14153} 14154 14155// SetCheckpointConfig sets the CheckpointConfig field's value. 14156func (s *DescribeTrainingJobOutput) SetCheckpointConfig(v *CheckpointConfig) *DescribeTrainingJobOutput { 14157 s.CheckpointConfig = v 14158 return s 14159} 14160 14161// SetCreationTime sets the CreationTime field's value. 14162func (s *DescribeTrainingJobOutput) SetCreationTime(v time.Time) *DescribeTrainingJobOutput { 14163 s.CreationTime = &v 14164 return s 14165} 14166 14167// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value. 14168func (s *DescribeTrainingJobOutput) SetEnableInterContainerTrafficEncryption(v bool) *DescribeTrainingJobOutput { 14169 s.EnableInterContainerTrafficEncryption = &v 14170 return s 14171} 14172 14173// SetEnableManagedSpotTraining sets the EnableManagedSpotTraining field's value. 14174func (s *DescribeTrainingJobOutput) SetEnableManagedSpotTraining(v bool) *DescribeTrainingJobOutput { 14175 s.EnableManagedSpotTraining = &v 14176 return s 14177} 14178 14179// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value. 14180func (s *DescribeTrainingJobOutput) SetEnableNetworkIsolation(v bool) *DescribeTrainingJobOutput { 14181 s.EnableNetworkIsolation = &v 14182 return s 14183} 14184 14185// SetFailureReason sets the FailureReason field's value. 14186func (s *DescribeTrainingJobOutput) SetFailureReason(v string) *DescribeTrainingJobOutput { 14187 s.FailureReason = &v 14188 return s 14189} 14190 14191// SetFinalMetricDataList sets the FinalMetricDataList field's value. 14192func (s *DescribeTrainingJobOutput) SetFinalMetricDataList(v []*MetricData) *DescribeTrainingJobOutput { 14193 s.FinalMetricDataList = v 14194 return s 14195} 14196 14197// SetHyperParameters sets the HyperParameters field's value. 14198func (s *DescribeTrainingJobOutput) SetHyperParameters(v map[string]*string) *DescribeTrainingJobOutput { 14199 s.HyperParameters = v 14200 return s 14201} 14202 14203// SetInputDataConfig sets the InputDataConfig field's value. 14204func (s *DescribeTrainingJobOutput) SetInputDataConfig(v []*Channel) *DescribeTrainingJobOutput { 14205 s.InputDataConfig = v 14206 return s 14207} 14208 14209// SetLabelingJobArn sets the LabelingJobArn field's value. 14210func (s *DescribeTrainingJobOutput) SetLabelingJobArn(v string) *DescribeTrainingJobOutput { 14211 s.LabelingJobArn = &v 14212 return s 14213} 14214 14215// SetLastModifiedTime sets the LastModifiedTime field's value. 14216func (s *DescribeTrainingJobOutput) SetLastModifiedTime(v time.Time) *DescribeTrainingJobOutput { 14217 s.LastModifiedTime = &v 14218 return s 14219} 14220 14221// SetModelArtifacts sets the ModelArtifacts field's value. 14222func (s *DescribeTrainingJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeTrainingJobOutput { 14223 s.ModelArtifacts = v 14224 return s 14225} 14226 14227// SetOutputDataConfig sets the OutputDataConfig field's value. 14228func (s *DescribeTrainingJobOutput) SetOutputDataConfig(v *OutputDataConfig) *DescribeTrainingJobOutput { 14229 s.OutputDataConfig = v 14230 return s 14231} 14232 14233// SetResourceConfig sets the ResourceConfig field's value. 14234func (s *DescribeTrainingJobOutput) SetResourceConfig(v *ResourceConfig) *DescribeTrainingJobOutput { 14235 s.ResourceConfig = v 14236 return s 14237} 14238 14239// SetRoleArn sets the RoleArn field's value. 14240func (s *DescribeTrainingJobOutput) SetRoleArn(v string) *DescribeTrainingJobOutput { 14241 s.RoleArn = &v 14242 return s 14243} 14244 14245// SetSecondaryStatus sets the SecondaryStatus field's value. 14246func (s *DescribeTrainingJobOutput) SetSecondaryStatus(v string) *DescribeTrainingJobOutput { 14247 s.SecondaryStatus = &v 14248 return s 14249} 14250 14251// SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value. 14252func (s *DescribeTrainingJobOutput) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *DescribeTrainingJobOutput { 14253 s.SecondaryStatusTransitions = v 14254 return s 14255} 14256 14257// SetStoppingCondition sets the StoppingCondition field's value. 14258func (s *DescribeTrainingJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeTrainingJobOutput { 14259 s.StoppingCondition = v 14260 return s 14261} 14262 14263// SetTrainingEndTime sets the TrainingEndTime field's value. 14264func (s *DescribeTrainingJobOutput) SetTrainingEndTime(v time.Time) *DescribeTrainingJobOutput { 14265 s.TrainingEndTime = &v 14266 return s 14267} 14268 14269// SetTrainingJobArn sets the TrainingJobArn field's value. 14270func (s *DescribeTrainingJobOutput) SetTrainingJobArn(v string) *DescribeTrainingJobOutput { 14271 s.TrainingJobArn = &v 14272 return s 14273} 14274 14275// SetTrainingJobName sets the TrainingJobName field's value. 14276func (s *DescribeTrainingJobOutput) SetTrainingJobName(v string) *DescribeTrainingJobOutput { 14277 s.TrainingJobName = &v 14278 return s 14279} 14280 14281// SetTrainingJobStatus sets the TrainingJobStatus field's value. 14282func (s *DescribeTrainingJobOutput) SetTrainingJobStatus(v string) *DescribeTrainingJobOutput { 14283 s.TrainingJobStatus = &v 14284 return s 14285} 14286 14287// SetTrainingStartTime sets the TrainingStartTime field's value. 14288func (s *DescribeTrainingJobOutput) SetTrainingStartTime(v time.Time) *DescribeTrainingJobOutput { 14289 s.TrainingStartTime = &v 14290 return s 14291} 14292 14293// SetTrainingTimeInSeconds sets the TrainingTimeInSeconds field's value. 14294func (s *DescribeTrainingJobOutput) SetTrainingTimeInSeconds(v int64) *DescribeTrainingJobOutput { 14295 s.TrainingTimeInSeconds = &v 14296 return s 14297} 14298 14299// SetTuningJobArn sets the TuningJobArn field's value. 14300func (s *DescribeTrainingJobOutput) SetTuningJobArn(v string) *DescribeTrainingJobOutput { 14301 s.TuningJobArn = &v 14302 return s 14303} 14304 14305// SetVpcConfig sets the VpcConfig field's value. 14306func (s *DescribeTrainingJobOutput) SetVpcConfig(v *VpcConfig) *DescribeTrainingJobOutput { 14307 s.VpcConfig = v 14308 return s 14309} 14310 14311type DescribeTransformJobInput struct { 14312 _ struct{} `type:"structure"` 14313 14314 // The name of the transform job that you want to view details of. 14315 // 14316 // TransformJobName is a required field 14317 TransformJobName *string `min:"1" type:"string" required:"true"` 14318} 14319 14320// String returns the string representation 14321func (s DescribeTransformJobInput) String() string { 14322 return awsutil.Prettify(s) 14323} 14324 14325// GoString returns the string representation 14326func (s DescribeTransformJobInput) GoString() string { 14327 return s.String() 14328} 14329 14330// Validate inspects the fields of the type to determine if they are valid. 14331func (s *DescribeTransformJobInput) Validate() error { 14332 invalidParams := request.ErrInvalidParams{Context: "DescribeTransformJobInput"} 14333 if s.TransformJobName == nil { 14334 invalidParams.Add(request.NewErrParamRequired("TransformJobName")) 14335 } 14336 if s.TransformJobName != nil && len(*s.TransformJobName) < 1 { 14337 invalidParams.Add(request.NewErrParamMinLen("TransformJobName", 1)) 14338 } 14339 14340 if invalidParams.Len() > 0 { 14341 return invalidParams 14342 } 14343 return nil 14344} 14345 14346// SetTransformJobName sets the TransformJobName field's value. 14347func (s *DescribeTransformJobInput) SetTransformJobName(v string) *DescribeTransformJobInput { 14348 s.TransformJobName = &v 14349 return s 14350} 14351 14352type DescribeTransformJobOutput struct { 14353 _ struct{} `type:"structure"` 14354 14355 // Specifies the number of records to include in a mini-batch for an HTTP inference 14356 // request. A record is a single unit of input data that inference can be made 14357 // on. For example, a single line in a CSV file is a record. 14358 // 14359 // To enable the batch strategy, you must set SplitType to Line, RecordIO, or 14360 // TFRecord. 14361 BatchStrategy *string `type:"string" enum:"BatchStrategy"` 14362 14363 // A timestamp that shows when the transform Job was created. 14364 // 14365 // CreationTime is a required field 14366 CreationTime *time.Time `type:"timestamp" required:"true"` 14367 14368 // The data structure used to specify the data to be used for inference in a 14369 // batch transform job and to associate the data that is relevant to the prediction 14370 // results in the output. The input filter provided allows you to exclude input 14371 // data that is not needed for inference in a batch transform job. The output 14372 // filter provided allows you to include input data relevant to interpreting 14373 // the predictions in the output from the job. For more information, see Associate 14374 // Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html). 14375 DataProcessing *DataProcessing `type:"structure"` 14376 14377 // The environment variables to set in the Docker container. We support up to 14378 // 16 key and values entries in the map. 14379 Environment map[string]*string `type:"map"` 14380 14381 // If the transform job failed, FailureReason describes why it failed. A transform 14382 // job creates a log file, which includes error messages, and stores it as an 14383 // Amazon S3 object. For more information, see Log Amazon SageMaker Events with 14384 // Amazon CloudWatch (https://docs.aws.amazon.com/sagemaker/latest/dg/logging-cloudwatch.html). 14385 FailureReason *string `type:"string"` 14386 14387 // The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling 14388 // job that created the transform or training job. 14389 LabelingJobArn *string `type:"string"` 14390 14391 // The maximum number of parallel requests on each instance node that can be 14392 // launched in a transform job. The default value is 1. 14393 MaxConcurrentTransforms *int64 `type:"integer"` 14394 14395 // The maximum payload size, in MB, used in the transform job. 14396 MaxPayloadInMB *int64 `type:"integer"` 14397 14398 // The name of the model used in the transform job. 14399 // 14400 // ModelName is a required field 14401 ModelName *string `type:"string" required:"true"` 14402 14403 // Indicates when the transform job has been completed, or has stopped or failed. 14404 // You are billed for the time interval between this time and the value of TransformStartTime. 14405 TransformEndTime *time.Time `type:"timestamp"` 14406 14407 // Describes the dataset to be transformed and the Amazon S3 location where 14408 // it is stored. 14409 // 14410 // TransformInput is a required field 14411 TransformInput *TransformInput `type:"structure" required:"true"` 14412 14413 // The Amazon Resource Name (ARN) of the transform job. 14414 // 14415 // TransformJobArn is a required field 14416 TransformJobArn *string `type:"string" required:"true"` 14417 14418 // The name of the transform job. 14419 // 14420 // TransformJobName is a required field 14421 TransformJobName *string `min:"1" type:"string" required:"true"` 14422 14423 // The status of the transform job. If the transform job failed, the reason 14424 // is returned in the FailureReason field. 14425 // 14426 // TransformJobStatus is a required field 14427 TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"` 14428 14429 // Identifies the Amazon S3 location where you want Amazon SageMaker to save 14430 // the results from the transform job. 14431 TransformOutput *TransformOutput `type:"structure"` 14432 14433 // Describes the resources, including ML instance types and ML instance count, 14434 // to use for the transform job. 14435 // 14436 // TransformResources is a required field 14437 TransformResources *TransformResources `type:"structure" required:"true"` 14438 14439 // Indicates when the transform job starts on ML instances. You are billed for 14440 // the time interval between this time and the value of TransformEndTime. 14441 TransformStartTime *time.Time `type:"timestamp"` 14442} 14443 14444// String returns the string representation 14445func (s DescribeTransformJobOutput) String() string { 14446 return awsutil.Prettify(s) 14447} 14448 14449// GoString returns the string representation 14450func (s DescribeTransformJobOutput) GoString() string { 14451 return s.String() 14452} 14453 14454// SetBatchStrategy sets the BatchStrategy field's value. 14455func (s *DescribeTransformJobOutput) SetBatchStrategy(v string) *DescribeTransformJobOutput { 14456 s.BatchStrategy = &v 14457 return s 14458} 14459 14460// SetCreationTime sets the CreationTime field's value. 14461func (s *DescribeTransformJobOutput) SetCreationTime(v time.Time) *DescribeTransformJobOutput { 14462 s.CreationTime = &v 14463 return s 14464} 14465 14466// SetDataProcessing sets the DataProcessing field's value. 14467func (s *DescribeTransformJobOutput) SetDataProcessing(v *DataProcessing) *DescribeTransformJobOutput { 14468 s.DataProcessing = v 14469 return s 14470} 14471 14472// SetEnvironment sets the Environment field's value. 14473func (s *DescribeTransformJobOutput) SetEnvironment(v map[string]*string) *DescribeTransformJobOutput { 14474 s.Environment = v 14475 return s 14476} 14477 14478// SetFailureReason sets the FailureReason field's value. 14479func (s *DescribeTransformJobOutput) SetFailureReason(v string) *DescribeTransformJobOutput { 14480 s.FailureReason = &v 14481 return s 14482} 14483 14484// SetLabelingJobArn sets the LabelingJobArn field's value. 14485func (s *DescribeTransformJobOutput) SetLabelingJobArn(v string) *DescribeTransformJobOutput { 14486 s.LabelingJobArn = &v 14487 return s 14488} 14489 14490// SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value. 14491func (s *DescribeTransformJobOutput) SetMaxConcurrentTransforms(v int64) *DescribeTransformJobOutput { 14492 s.MaxConcurrentTransforms = &v 14493 return s 14494} 14495 14496// SetMaxPayloadInMB sets the MaxPayloadInMB field's value. 14497func (s *DescribeTransformJobOutput) SetMaxPayloadInMB(v int64) *DescribeTransformJobOutput { 14498 s.MaxPayloadInMB = &v 14499 return s 14500} 14501 14502// SetModelName sets the ModelName field's value. 14503func (s *DescribeTransformJobOutput) SetModelName(v string) *DescribeTransformJobOutput { 14504 s.ModelName = &v 14505 return s 14506} 14507 14508// SetTransformEndTime sets the TransformEndTime field's value. 14509func (s *DescribeTransformJobOutput) SetTransformEndTime(v time.Time) *DescribeTransformJobOutput { 14510 s.TransformEndTime = &v 14511 return s 14512} 14513 14514// SetTransformInput sets the TransformInput field's value. 14515func (s *DescribeTransformJobOutput) SetTransformInput(v *TransformInput) *DescribeTransformJobOutput { 14516 s.TransformInput = v 14517 return s 14518} 14519 14520// SetTransformJobArn sets the TransformJobArn field's value. 14521func (s *DescribeTransformJobOutput) SetTransformJobArn(v string) *DescribeTransformJobOutput { 14522 s.TransformJobArn = &v 14523 return s 14524} 14525 14526// SetTransformJobName sets the TransformJobName field's value. 14527func (s *DescribeTransformJobOutput) SetTransformJobName(v string) *DescribeTransformJobOutput { 14528 s.TransformJobName = &v 14529 return s 14530} 14531 14532// SetTransformJobStatus sets the TransformJobStatus field's value. 14533func (s *DescribeTransformJobOutput) SetTransformJobStatus(v string) *DescribeTransformJobOutput { 14534 s.TransformJobStatus = &v 14535 return s 14536} 14537 14538// SetTransformOutput sets the TransformOutput field's value. 14539func (s *DescribeTransformJobOutput) SetTransformOutput(v *TransformOutput) *DescribeTransformJobOutput { 14540 s.TransformOutput = v 14541 return s 14542} 14543 14544// SetTransformResources sets the TransformResources field's value. 14545func (s *DescribeTransformJobOutput) SetTransformResources(v *TransformResources) *DescribeTransformJobOutput { 14546 s.TransformResources = v 14547 return s 14548} 14549 14550// SetTransformStartTime sets the TransformStartTime field's value. 14551func (s *DescribeTransformJobOutput) SetTransformStartTime(v time.Time) *DescribeTransformJobOutput { 14552 s.TransformStartTime = &v 14553 return s 14554} 14555 14556type DescribeWorkteamInput struct { 14557 _ struct{} `type:"structure"` 14558 14559 // The name of the work team to return a description of. 14560 // 14561 // WorkteamName is a required field 14562 WorkteamName *string `min:"1" type:"string" required:"true"` 14563} 14564 14565// String returns the string representation 14566func (s DescribeWorkteamInput) String() string { 14567 return awsutil.Prettify(s) 14568} 14569 14570// GoString returns the string representation 14571func (s DescribeWorkteamInput) GoString() string { 14572 return s.String() 14573} 14574 14575// Validate inspects the fields of the type to determine if they are valid. 14576func (s *DescribeWorkteamInput) Validate() error { 14577 invalidParams := request.ErrInvalidParams{Context: "DescribeWorkteamInput"} 14578 if s.WorkteamName == nil { 14579 invalidParams.Add(request.NewErrParamRequired("WorkteamName")) 14580 } 14581 if s.WorkteamName != nil && len(*s.WorkteamName) < 1 { 14582 invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1)) 14583 } 14584 14585 if invalidParams.Len() > 0 { 14586 return invalidParams 14587 } 14588 return nil 14589} 14590 14591// SetWorkteamName sets the WorkteamName field's value. 14592func (s *DescribeWorkteamInput) SetWorkteamName(v string) *DescribeWorkteamInput { 14593 s.WorkteamName = &v 14594 return s 14595} 14596 14597type DescribeWorkteamOutput struct { 14598 _ struct{} `type:"structure"` 14599 14600 // A Workteam instance that contains information about the work team. 14601 // 14602 // Workteam is a required field 14603 Workteam *Workteam `type:"structure" required:"true"` 14604} 14605 14606// String returns the string representation 14607func (s DescribeWorkteamOutput) String() string { 14608 return awsutil.Prettify(s) 14609} 14610 14611// GoString returns the string representation 14612func (s DescribeWorkteamOutput) GoString() string { 14613 return s.String() 14614} 14615 14616// SetWorkteam sets the Workteam field's value. 14617func (s *DescribeWorkteamOutput) SetWorkteam(v *Workteam) *DescribeWorkteamOutput { 14618 s.Workteam = v 14619 return s 14620} 14621 14622// Specifies weight and capacity values for a production variant. 14623type DesiredWeightAndCapacity struct { 14624 _ struct{} `type:"structure"` 14625 14626 // The variant's capacity. 14627 DesiredInstanceCount *int64 `min:"1" type:"integer"` 14628 14629 // The variant's weight. 14630 DesiredWeight *float64 `type:"float"` 14631 14632 // The name of the variant to update. 14633 // 14634 // VariantName is a required field 14635 VariantName *string `type:"string" required:"true"` 14636} 14637 14638// String returns the string representation 14639func (s DesiredWeightAndCapacity) String() string { 14640 return awsutil.Prettify(s) 14641} 14642 14643// GoString returns the string representation 14644func (s DesiredWeightAndCapacity) GoString() string { 14645 return s.String() 14646} 14647 14648// Validate inspects the fields of the type to determine if they are valid. 14649func (s *DesiredWeightAndCapacity) Validate() error { 14650 invalidParams := request.ErrInvalidParams{Context: "DesiredWeightAndCapacity"} 14651 if s.DesiredInstanceCount != nil && *s.DesiredInstanceCount < 1 { 14652 invalidParams.Add(request.NewErrParamMinValue("DesiredInstanceCount", 1)) 14653 } 14654 if s.VariantName == nil { 14655 invalidParams.Add(request.NewErrParamRequired("VariantName")) 14656 } 14657 14658 if invalidParams.Len() > 0 { 14659 return invalidParams 14660 } 14661 return nil 14662} 14663 14664// SetDesiredInstanceCount sets the DesiredInstanceCount field's value. 14665func (s *DesiredWeightAndCapacity) SetDesiredInstanceCount(v int64) *DesiredWeightAndCapacity { 14666 s.DesiredInstanceCount = &v 14667 return s 14668} 14669 14670// SetDesiredWeight sets the DesiredWeight field's value. 14671func (s *DesiredWeightAndCapacity) SetDesiredWeight(v float64) *DesiredWeightAndCapacity { 14672 s.DesiredWeight = &v 14673 return s 14674} 14675 14676// SetVariantName sets the VariantName field's value. 14677func (s *DesiredWeightAndCapacity) SetVariantName(v string) *DesiredWeightAndCapacity { 14678 s.VariantName = &v 14679 return s 14680} 14681 14682// Provides summary information for an endpoint configuration. 14683type EndpointConfigSummary struct { 14684 _ struct{} `type:"structure"` 14685 14686 // A timestamp that shows when the endpoint configuration was created. 14687 // 14688 // CreationTime is a required field 14689 CreationTime *time.Time `type:"timestamp" required:"true"` 14690 14691 // The Amazon Resource Name (ARN) of the endpoint configuration. 14692 // 14693 // EndpointConfigArn is a required field 14694 EndpointConfigArn *string `min:"20" type:"string" required:"true"` 14695 14696 // The name of the endpoint configuration. 14697 // 14698 // EndpointConfigName is a required field 14699 EndpointConfigName *string `type:"string" required:"true"` 14700} 14701 14702// String returns the string representation 14703func (s EndpointConfigSummary) String() string { 14704 return awsutil.Prettify(s) 14705} 14706 14707// GoString returns the string representation 14708func (s EndpointConfigSummary) GoString() string { 14709 return s.String() 14710} 14711 14712// SetCreationTime sets the CreationTime field's value. 14713func (s *EndpointConfigSummary) SetCreationTime(v time.Time) *EndpointConfigSummary { 14714 s.CreationTime = &v 14715 return s 14716} 14717 14718// SetEndpointConfigArn sets the EndpointConfigArn field's value. 14719func (s *EndpointConfigSummary) SetEndpointConfigArn(v string) *EndpointConfigSummary { 14720 s.EndpointConfigArn = &v 14721 return s 14722} 14723 14724// SetEndpointConfigName sets the EndpointConfigName field's value. 14725func (s *EndpointConfigSummary) SetEndpointConfigName(v string) *EndpointConfigSummary { 14726 s.EndpointConfigName = &v 14727 return s 14728} 14729 14730// Provides summary information for an endpoint. 14731type EndpointSummary struct { 14732 _ struct{} `type:"structure"` 14733 14734 // A timestamp that shows when the endpoint was created. 14735 // 14736 // CreationTime is a required field 14737 CreationTime *time.Time `type:"timestamp" required:"true"` 14738 14739 // The Amazon Resource Name (ARN) of the endpoint. 14740 // 14741 // EndpointArn is a required field 14742 EndpointArn *string `min:"20" type:"string" required:"true"` 14743 14744 // The name of the endpoint. 14745 // 14746 // EndpointName is a required field 14747 EndpointName *string `type:"string" required:"true"` 14748 14749 // The status of the endpoint. 14750 // 14751 // * OutOfService: Endpoint is not available to take incoming requests. 14752 // 14753 // * Creating: CreateEndpoint is executing. 14754 // 14755 // * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing. 14756 // 14757 // * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated 14758 // or deleted or re-scaled until it has completed. This maintenance operation 14759 // does not change any customer-specified values such as VPC config, KMS 14760 // encryption, model, instance type, or instance count. 14761 // 14762 // * RollingBack: Endpoint fails to scale up or down or change its variant 14763 // weight and is in the process of rolling back to its previous configuration. 14764 // Once the rollback completes, endpoint returns to an InService status. 14765 // This transitional status only applies to an endpoint that has autoscaling 14766 // enabled and is undergoing variant weight or capacity changes as part of 14767 // an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities 14768 // operation is called explicitly. 14769 // 14770 // * InService: Endpoint is available to process incoming requests. 14771 // 14772 // * Deleting: DeleteEndpoint is executing. 14773 // 14774 // * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason 14775 // for information about the failure. DeleteEndpoint is the only operation 14776 // that can be performed on a failed endpoint. 14777 // 14778 // To get a list of endpoints with a specified status, use the ListEndpointsInput$StatusEquals 14779 // filter. 14780 // 14781 // EndpointStatus is a required field 14782 EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"` 14783 14784 // A timestamp that shows when the endpoint was last modified. 14785 // 14786 // LastModifiedTime is a required field 14787 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 14788} 14789 14790// String returns the string representation 14791func (s EndpointSummary) String() string { 14792 return awsutil.Prettify(s) 14793} 14794 14795// GoString returns the string representation 14796func (s EndpointSummary) GoString() string { 14797 return s.String() 14798} 14799 14800// SetCreationTime sets the CreationTime field's value. 14801func (s *EndpointSummary) SetCreationTime(v time.Time) *EndpointSummary { 14802 s.CreationTime = &v 14803 return s 14804} 14805 14806// SetEndpointArn sets the EndpointArn field's value. 14807func (s *EndpointSummary) SetEndpointArn(v string) *EndpointSummary { 14808 s.EndpointArn = &v 14809 return s 14810} 14811 14812// SetEndpointName sets the EndpointName field's value. 14813func (s *EndpointSummary) SetEndpointName(v string) *EndpointSummary { 14814 s.EndpointName = &v 14815 return s 14816} 14817 14818// SetEndpointStatus sets the EndpointStatus field's value. 14819func (s *EndpointSummary) SetEndpointStatus(v string) *EndpointSummary { 14820 s.EndpointStatus = &v 14821 return s 14822} 14823 14824// SetLastModifiedTime sets the LastModifiedTime field's value. 14825func (s *EndpointSummary) SetLastModifiedTime(v time.Time) *EndpointSummary { 14826 s.LastModifiedTime = &v 14827 return s 14828} 14829 14830// Specifies a file system data source for a channel. 14831type FileSystemDataSource struct { 14832 _ struct{} `type:"structure"` 14833 14834 // The full path to the directory to associate with the channel. 14835 // 14836 // DirectoryPath is a required field 14837 DirectoryPath *string `type:"string" required:"true"` 14838 14839 // The access mode of the mount of the directory associated with the channel. 14840 // A directory can be mounted either in ro (read-only) or rw (read-write). 14841 // 14842 // FileSystemAccessMode is a required field 14843 FileSystemAccessMode *string `type:"string" required:"true" enum:"FileSystemAccessMode"` 14844 14845 // The file system id. 14846 // 14847 // FileSystemId is a required field 14848 FileSystemId *string `min:"11" type:"string" required:"true"` 14849 14850 // The file system type. 14851 // 14852 // FileSystemType is a required field 14853 FileSystemType *string `type:"string" required:"true" enum:"FileSystemType"` 14854} 14855 14856// String returns the string representation 14857func (s FileSystemDataSource) String() string { 14858 return awsutil.Prettify(s) 14859} 14860 14861// GoString returns the string representation 14862func (s FileSystemDataSource) GoString() string { 14863 return s.String() 14864} 14865 14866// Validate inspects the fields of the type to determine if they are valid. 14867func (s *FileSystemDataSource) Validate() error { 14868 invalidParams := request.ErrInvalidParams{Context: "FileSystemDataSource"} 14869 if s.DirectoryPath == nil { 14870 invalidParams.Add(request.NewErrParamRequired("DirectoryPath")) 14871 } 14872 if s.FileSystemAccessMode == nil { 14873 invalidParams.Add(request.NewErrParamRequired("FileSystemAccessMode")) 14874 } 14875 if s.FileSystemId == nil { 14876 invalidParams.Add(request.NewErrParamRequired("FileSystemId")) 14877 } 14878 if s.FileSystemId != nil && len(*s.FileSystemId) < 11 { 14879 invalidParams.Add(request.NewErrParamMinLen("FileSystemId", 11)) 14880 } 14881 if s.FileSystemType == nil { 14882 invalidParams.Add(request.NewErrParamRequired("FileSystemType")) 14883 } 14884 14885 if invalidParams.Len() > 0 { 14886 return invalidParams 14887 } 14888 return nil 14889} 14890 14891// SetDirectoryPath sets the DirectoryPath field's value. 14892func (s *FileSystemDataSource) SetDirectoryPath(v string) *FileSystemDataSource { 14893 s.DirectoryPath = &v 14894 return s 14895} 14896 14897// SetFileSystemAccessMode sets the FileSystemAccessMode field's value. 14898func (s *FileSystemDataSource) SetFileSystemAccessMode(v string) *FileSystemDataSource { 14899 s.FileSystemAccessMode = &v 14900 return s 14901} 14902 14903// SetFileSystemId sets the FileSystemId field's value. 14904func (s *FileSystemDataSource) SetFileSystemId(v string) *FileSystemDataSource { 14905 s.FileSystemId = &v 14906 return s 14907} 14908 14909// SetFileSystemType sets the FileSystemType field's value. 14910func (s *FileSystemDataSource) SetFileSystemType(v string) *FileSystemDataSource { 14911 s.FileSystemType = &v 14912 return s 14913} 14914 14915// A conditional statement for a search expression that includes a Boolean operator, 14916// a resource property, and a value. 14917// 14918// If you don't specify an Operator and a Value, the filter searches for only 14919// the specified property. For example, defining a Filter for the FailureReason 14920// for the TrainingJob Resource searches for training job objects that have 14921// a value in the FailureReason field. 14922// 14923// If you specify a Value, but not an Operator, Amazon SageMaker uses the equals 14924// operator as the default. 14925// 14926// In search, there are several property types: 14927// 14928// Metrics 14929// 14930// To define a metric filter, enter a value using the form "Metrics.<name>", 14931// where <name> is a metric name. For example, the following filter searches 14932// for training jobs with an "accuracy" metric greater than "0.9": 14933// 14934// { 14935// 14936// "Name": "Metrics.accuracy", 14937// 14938// "Operator": "GREATER_THAN", 14939// 14940// "Value": "0.9" 14941// 14942// } 14943// 14944// HyperParameters 14945// 14946// To define a hyperparameter filter, enter a value with the form "HyperParameters.<name>". 14947// Decimal hyperparameter values are treated as a decimal in a comparison if 14948// the specified Value is also a decimal value. If the specified Value is an 14949// integer, the decimal hyperparameter values are treated as integers. For example, 14950// the following filter is satisfied by training jobs with a "learning_rate" 14951// hyperparameter that is less than "0.5": 14952// 14953// { 14954// 14955// "Name": "HyperParameters.learning_rate", 14956// 14957// "Operator": "LESS_THAN", 14958// 14959// "Value": "0.5" 14960// 14961// } 14962// 14963// Tags 14964// 14965// To define a tag filter, enter a value with the form "Tags.<key>". 14966type Filter struct { 14967 _ struct{} `type:"structure"` 14968 14969 // A property name. For example, TrainingJobName. For the list of valid property 14970 // names returned in a search result for each supported resource, see TrainingJob 14971 // properties. You must specify a valid property name for the resource. 14972 // 14973 // Name is a required field 14974 Name *string `min:"1" type:"string" required:"true"` 14975 14976 // A Boolean binary operator that is used to evaluate the filter. The operator 14977 // field contains one of the following values: 14978 // 14979 // Equals 14980 // 14981 // The specified resource in Name equals the specified Value. 14982 // 14983 // NotEquals 14984 // 14985 // The specified resource in Name does not equal the specified Value. 14986 // 14987 // GreaterThan 14988 // 14989 // The specified resource in Name is greater than the specified Value. Not supported 14990 // for text-based properties. 14991 // 14992 // GreaterThanOrEqualTo 14993 // 14994 // The specified resource in Name is greater than or equal to the specified 14995 // Value. Not supported for text-based properties. 14996 // 14997 // LessThan 14998 // 14999 // The specified resource in Name is less than the specified Value. Not supported 15000 // for text-based properties. 15001 // 15002 // LessThanOrEqualTo 15003 // 15004 // The specified resource in Name is less than or equal to the specified Value. 15005 // Not supported for text-based properties. 15006 // 15007 // Contains 15008 // 15009 // Only supported for text-based properties. The word-list of the property contains 15010 // the specified Value. 15011 // 15012 // If you have specified a filter Value, the default is Equals. 15013 Operator *string `type:"string" enum:"Operator"` 15014 15015 // A value used with Resource and Operator to determine if objects satisfy the 15016 // filter's condition. For numerical properties, Value must be an integer or 15017 // floating-point decimal. For timestamp properties, Value must be an ISO 8601 15018 // date-time string of the following format: YYYY-mm-dd'T'HH:MM:SS. 15019 Value *string `min:"1" type:"string"` 15020} 15021 15022// String returns the string representation 15023func (s Filter) String() string { 15024 return awsutil.Prettify(s) 15025} 15026 15027// GoString returns the string representation 15028func (s Filter) GoString() string { 15029 return s.String() 15030} 15031 15032// Validate inspects the fields of the type to determine if they are valid. 15033func (s *Filter) Validate() error { 15034 invalidParams := request.ErrInvalidParams{Context: "Filter"} 15035 if s.Name == nil { 15036 invalidParams.Add(request.NewErrParamRequired("Name")) 15037 } 15038 if s.Name != nil && len(*s.Name) < 1 { 15039 invalidParams.Add(request.NewErrParamMinLen("Name", 1)) 15040 } 15041 if s.Value != nil && len(*s.Value) < 1 { 15042 invalidParams.Add(request.NewErrParamMinLen("Value", 1)) 15043 } 15044 15045 if invalidParams.Len() > 0 { 15046 return invalidParams 15047 } 15048 return nil 15049} 15050 15051// SetName sets the Name field's value. 15052func (s *Filter) SetName(v string) *Filter { 15053 s.Name = &v 15054 return s 15055} 15056 15057// SetOperator sets the Operator field's value. 15058func (s *Filter) SetOperator(v string) *Filter { 15059 s.Operator = &v 15060 return s 15061} 15062 15063// SetValue sets the Value field's value. 15064func (s *Filter) SetValue(v string) *Filter { 15065 s.Value = &v 15066 return s 15067} 15068 15069// Shows the final value for the objective metric for a training job that was 15070// launched by a hyperparameter tuning job. You define the objective metric 15071// in the HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig. 15072type FinalHyperParameterTuningJobObjectiveMetric struct { 15073 _ struct{} `type:"structure"` 15074 15075 // The name of the objective metric. 15076 // 15077 // MetricName is a required field 15078 MetricName *string `min:"1" type:"string" required:"true"` 15079 15080 // Whether to minimize or maximize the objective metric. Valid values are Minimize 15081 // and Maximize. 15082 Type *string `type:"string" enum:"HyperParameterTuningJobObjectiveType"` 15083 15084 // The value of the objective metric. 15085 // 15086 // Value is a required field 15087 Value *float64 `type:"float" required:"true"` 15088} 15089 15090// String returns the string representation 15091func (s FinalHyperParameterTuningJobObjectiveMetric) String() string { 15092 return awsutil.Prettify(s) 15093} 15094 15095// GoString returns the string representation 15096func (s FinalHyperParameterTuningJobObjectiveMetric) GoString() string { 15097 return s.String() 15098} 15099 15100// SetMetricName sets the MetricName field's value. 15101func (s *FinalHyperParameterTuningJobObjectiveMetric) SetMetricName(v string) *FinalHyperParameterTuningJobObjectiveMetric { 15102 s.MetricName = &v 15103 return s 15104} 15105 15106// SetType sets the Type field's value. 15107func (s *FinalHyperParameterTuningJobObjectiveMetric) SetType(v string) *FinalHyperParameterTuningJobObjectiveMetric { 15108 s.Type = &v 15109 return s 15110} 15111 15112// SetValue sets the Value field's value. 15113func (s *FinalHyperParameterTuningJobObjectiveMetric) SetValue(v float64) *FinalHyperParameterTuningJobObjectiveMetric { 15114 s.Value = &v 15115 return s 15116} 15117 15118type GetSearchSuggestionsInput struct { 15119 _ struct{} `type:"structure"` 15120 15121 // The name of the Amazon SageMaker resource to Search for. The only valid Resource 15122 // value is TrainingJob. 15123 // 15124 // Resource is a required field 15125 Resource *string `type:"string" required:"true" enum:"ResourceType"` 15126 15127 // Limits the property names that are included in the response. 15128 SuggestionQuery *SuggestionQuery `type:"structure"` 15129} 15130 15131// String returns the string representation 15132func (s GetSearchSuggestionsInput) String() string { 15133 return awsutil.Prettify(s) 15134} 15135 15136// GoString returns the string representation 15137func (s GetSearchSuggestionsInput) GoString() string { 15138 return s.String() 15139} 15140 15141// Validate inspects the fields of the type to determine if they are valid. 15142func (s *GetSearchSuggestionsInput) Validate() error { 15143 invalidParams := request.ErrInvalidParams{Context: "GetSearchSuggestionsInput"} 15144 if s.Resource == nil { 15145 invalidParams.Add(request.NewErrParamRequired("Resource")) 15146 } 15147 if s.SuggestionQuery != nil { 15148 if err := s.SuggestionQuery.Validate(); err != nil { 15149 invalidParams.AddNested("SuggestionQuery", err.(request.ErrInvalidParams)) 15150 } 15151 } 15152 15153 if invalidParams.Len() > 0 { 15154 return invalidParams 15155 } 15156 return nil 15157} 15158 15159// SetResource sets the Resource field's value. 15160func (s *GetSearchSuggestionsInput) SetResource(v string) *GetSearchSuggestionsInput { 15161 s.Resource = &v 15162 return s 15163} 15164 15165// SetSuggestionQuery sets the SuggestionQuery field's value. 15166func (s *GetSearchSuggestionsInput) SetSuggestionQuery(v *SuggestionQuery) *GetSearchSuggestionsInput { 15167 s.SuggestionQuery = v 15168 return s 15169} 15170 15171type GetSearchSuggestionsOutput struct { 15172 _ struct{} `type:"structure"` 15173 15174 // A list of property names for a Resource that match a SuggestionQuery. 15175 PropertyNameSuggestions []*PropertyNameSuggestion `type:"list"` 15176} 15177 15178// String returns the string representation 15179func (s GetSearchSuggestionsOutput) String() string { 15180 return awsutil.Prettify(s) 15181} 15182 15183// GoString returns the string representation 15184func (s GetSearchSuggestionsOutput) GoString() string { 15185 return s.String() 15186} 15187 15188// SetPropertyNameSuggestions sets the PropertyNameSuggestions field's value. 15189func (s *GetSearchSuggestionsOutput) SetPropertyNameSuggestions(v []*PropertyNameSuggestion) *GetSearchSuggestionsOutput { 15190 s.PropertyNameSuggestions = v 15191 return s 15192} 15193 15194// Specifies configuration details for a Git repository in your AWS account. 15195type GitConfig struct { 15196 _ struct{} `type:"structure"` 15197 15198 // The default branch for the Git repository. 15199 Branch *string `min:"1" type:"string"` 15200 15201 // The URL where the Git repository is located. 15202 // 15203 // RepositoryUrl is a required field 15204 RepositoryUrl *string `type:"string" required:"true"` 15205 15206 // The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains 15207 // the credentials used to access the git repository. The secret must have a 15208 // staging label of AWSCURRENT and must be in the following format: 15209 // 15210 // {"username": UserName, "password": Password} 15211 SecretArn *string `min:"1" type:"string"` 15212} 15213 15214// String returns the string representation 15215func (s GitConfig) String() string { 15216 return awsutil.Prettify(s) 15217} 15218 15219// GoString returns the string representation 15220func (s GitConfig) GoString() string { 15221 return s.String() 15222} 15223 15224// Validate inspects the fields of the type to determine if they are valid. 15225func (s *GitConfig) Validate() error { 15226 invalidParams := request.ErrInvalidParams{Context: "GitConfig"} 15227 if s.Branch != nil && len(*s.Branch) < 1 { 15228 invalidParams.Add(request.NewErrParamMinLen("Branch", 1)) 15229 } 15230 if s.RepositoryUrl == nil { 15231 invalidParams.Add(request.NewErrParamRequired("RepositoryUrl")) 15232 } 15233 if s.SecretArn != nil && len(*s.SecretArn) < 1 { 15234 invalidParams.Add(request.NewErrParamMinLen("SecretArn", 1)) 15235 } 15236 15237 if invalidParams.Len() > 0 { 15238 return invalidParams 15239 } 15240 return nil 15241} 15242 15243// SetBranch sets the Branch field's value. 15244func (s *GitConfig) SetBranch(v string) *GitConfig { 15245 s.Branch = &v 15246 return s 15247} 15248 15249// SetRepositoryUrl sets the RepositoryUrl field's value. 15250func (s *GitConfig) SetRepositoryUrl(v string) *GitConfig { 15251 s.RepositoryUrl = &v 15252 return s 15253} 15254 15255// SetSecretArn sets the SecretArn field's value. 15256func (s *GitConfig) SetSecretArn(v string) *GitConfig { 15257 s.SecretArn = &v 15258 return s 15259} 15260 15261// Specifies configuration details for a Git repository when the repository 15262// is updated. 15263type GitConfigForUpdate struct { 15264 _ struct{} `type:"structure"` 15265 15266 // The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains 15267 // the credentials used to access the git repository. The secret must have a 15268 // staging label of AWSCURRENT and must be in the following format: 15269 // 15270 // {"username": UserName, "password": Password} 15271 SecretArn *string `min:"1" type:"string"` 15272} 15273 15274// String returns the string representation 15275func (s GitConfigForUpdate) String() string { 15276 return awsutil.Prettify(s) 15277} 15278 15279// GoString returns the string representation 15280func (s GitConfigForUpdate) GoString() string { 15281 return s.String() 15282} 15283 15284// Validate inspects the fields of the type to determine if they are valid. 15285func (s *GitConfigForUpdate) Validate() error { 15286 invalidParams := request.ErrInvalidParams{Context: "GitConfigForUpdate"} 15287 if s.SecretArn != nil && len(*s.SecretArn) < 1 { 15288 invalidParams.Add(request.NewErrParamMinLen("SecretArn", 1)) 15289 } 15290 15291 if invalidParams.Len() > 0 { 15292 return invalidParams 15293 } 15294 return nil 15295} 15296 15297// SetSecretArn sets the SecretArn field's value. 15298func (s *GitConfigForUpdate) SetSecretArn(v string) *GitConfigForUpdate { 15299 s.SecretArn = &v 15300 return s 15301} 15302 15303// Information required for human workers to complete a labeling task. 15304type HumanTaskConfig struct { 15305 _ struct{} `type:"structure"` 15306 15307 // Configures how labels are consolidated across human workers. 15308 // 15309 // AnnotationConsolidationConfig is a required field 15310 AnnotationConsolidationConfig *AnnotationConsolidationConfig `type:"structure" required:"true"` 15311 15312 // Defines the maximum number of data objects that can be labeled by human workers 15313 // at the same time. Each object may have more than one worker at one time. 15314 MaxConcurrentTaskCount *int64 `min:"1" type:"integer"` 15315 15316 // The number of human workers that will label an object. 15317 // 15318 // NumberOfHumanWorkersPerDataObject is a required field 15319 NumberOfHumanWorkersPerDataObject *int64 `min:"1" type:"integer" required:"true"` 15320 15321 // The Amazon Resource Name (ARN) of a Lambda function that is run before a 15322 // data object is sent to a human worker. Use this function to provide input 15323 // to a custom labeling job. 15324 // 15325 // For the built-in bounding box, image classification, semantic segmentation, 15326 // and text classification task types, Amazon SageMaker Ground Truth provides 15327 // the following Lambda functions: 15328 // 15329 // US East (Northern Virginia) (us-east-1): 15330 // 15331 // * arn:aws:lambda:us-east-1:432418664414:function:PRE-BoundingBox 15332 // 15333 // * arn:aws:lambda:us-east-1:432418664414:function:PRE-ImageMultiClass 15334 // 15335 // * arn:aws:lambda:us-east-1:432418664414:function:PRE-SemanticSegmentation 15336 // 15337 // * arn:aws:lambda:us-east-1:432418664414:function:PRE-TextMultiClass 15338 // 15339 // * arn:aws:lambda:us-east-1:432418664414:function:PRE-NamedEntityRecognition 15340 // 15341 // US East (Ohio) (us-east-2): 15342 // 15343 // * arn:aws:lambda:us-east-2:266458841044:function:PRE-BoundingBox 15344 // 15345 // * arn:aws:lambda:us-east-2:266458841044:function:PRE-ImageMultiClass 15346 // 15347 // * arn:aws:lambda:us-east-2:266458841044:function:PRE-SemanticSegmentation 15348 // 15349 // * arn:aws:lambda:us-east-2:266458841044:function:PRE-TextMultiClass 15350 // 15351 // * arn:aws:lambda:us-east-2:266458841044:function:PRE-NamedEntityRecognition 15352 // 15353 // US West (Oregon) (us-west-2): 15354 // 15355 // * arn:aws:lambda:us-west-2:081040173940:function:PRE-BoundingBox 15356 // 15357 // * arn:aws:lambda:us-west-2:081040173940:function:PRE-ImageMultiClass 15358 // 15359 // * arn:aws:lambda:us-west-2:081040173940:function:PRE-SemanticSegmentation 15360 // 15361 // * arn:aws:lambda:us-west-2:081040173940:function:PRE-TextMultiClass 15362 // 15363 // * arn:aws:lambda:us-west-2:081040173940:function:PRE-NamedEntityRecognition 15364 // 15365 // Canada (Central) (ca-central-1): 15366 // 15367 // * arn:awslambda:ca-central-1:918755190332:function:PRE-BoundingBox 15368 // 15369 // * arn:awslambda:ca-central-1:918755190332:function:PRE-ImageMultiClass 15370 // 15371 // * arn:awslambda:ca-central-1:918755190332:function:PRE-SemanticSegmentation 15372 // 15373 // * arn:awslambda:ca-central-1:918755190332:function:PRE-TextMultiClass 15374 // 15375 // * arn:awslambda:ca-central-1:918755190332:function:PRE-NamedEntityRecognition 15376 // 15377 // EU (Ireland) (eu-west-1): 15378 // 15379 // * arn:aws:lambda:eu-west-1:568282634449:function:PRE-BoundingBox 15380 // 15381 // * arn:aws:lambda:eu-west-1:568282634449:function:PRE-ImageMultiClass 15382 // 15383 // * arn:aws:lambda:eu-west-1:568282634449:function:PRE-SemanticSegmentation 15384 // 15385 // * arn:aws:lambda:eu-west-1:568282634449:function:PRE-TextMultiClass 15386 // 15387 // * arn:aws:lambda:eu-west-1:568282634449:function:PRE-NamedEntityRecognition 15388 // 15389 // EU (London) (eu-west-2): 15390 // 15391 // * arn:awslambda:eu-west-2:487402164563:function:PRE-BoundingBox 15392 // 15393 // * arn:awslambda:eu-west-2:487402164563:function:PRE-ImageMultiClass 15394 // 15395 // * arn:awslambda:eu-west-2:487402164563:function:PRE-SemanticSegmentation 15396 // 15397 // * arn:awslambda:eu-west-2:487402164563:function:PRE-TextMultiClass 15398 // 15399 // * arn:awslambda:eu-west-2:487402164563:function:PRE-NamedEntityRecognition 15400 // 15401 // EU Frankfurt (eu-central-1): 15402 // 15403 // * arn:awslambda:eu-central-1:203001061592:function:PRE-BoundingBox 15404 // 15405 // * arn:awslambda:eu-central-1:203001061592:function:PRE-ImageMultiClass 15406 // 15407 // * arn:awslambda:eu-central-1:203001061592:function:PRE-SemanticSegmentation 15408 // 15409 // * arn:awslambda:eu-central-1:203001061592:function:PRE-TextMultiClass 15410 // 15411 // * arn:awslambda:eu-central-1:203001061592:function:PRE-NamedEntityRecognition 15412 // 15413 // Asia Pacific (Tokyo) (ap-northeast-1): 15414 // 15415 // * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-BoundingBox 15416 // 15417 // * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-ImageMultiClass 15418 // 15419 // * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-SemanticSegmentation 15420 // 15421 // * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-TextMultiClass 15422 // 15423 // * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-NamedEntityRecognition 15424 // 15425 // Asia Pacific (Seoul) (ap-northeast-2): 15426 // 15427 // * arn:awslambda:ap-northeast-2:845288260483:function:PRE-BoundingBox 15428 // 15429 // * arn:awslambda:ap-northeast-2:845288260483:function:PRE-ImageMultiClass 15430 // 15431 // * arn:awslambda:ap-northeast-2:845288260483:function:PRE-SemanticSegmentation 15432 // 15433 // * arn:awslambda:ap-northeast-2:845288260483:function:PRE-TextMultiClass 15434 // 15435 // * arn:awslambda:ap-northeast-2:845288260483:function:PRE-NamedEntityRecognition 15436 // 15437 // Asia Pacific (Mumbai) (ap-south-1): 15438 // 15439 // * arn:awslambda:ap-south-1:565803892007:function:PRE-BoundingBox 15440 // 15441 // * arn:awslambda:ap-south-1:565803892007:function:PRE-ImageMultiClass 15442 // 15443 // * arn:awslambda:ap-south-1:565803892007:function:PRE-SemanticSegmentation 15444 // 15445 // * arn:awslambda:ap-south-1:565803892007:function:PRE-TextMultiClass 15446 // 15447 // * arn:awslambda:ap-south-1:565803892007:function:PRE-NamedEntityRecognition 15448 // 15449 // Asia Pacific (Singapore) (ap-southeast-1): 15450 // 15451 // * arn:awslambda:ap-southeast-1:377565633583:function:PRE-BoundingBox 15452 // 15453 // * arn:awslambda:ap-southeast-1:377565633583:function:PRE-ImageMultiClass 15454 // 15455 // * arn:awslambda:ap-southeast-1:377565633583:function:PRE-SemanticSegmentation 15456 // 15457 // * arn:awslambda:ap-southeast-1:377565633583:function:PRE-TextMultiClass 15458 // 15459 // * arn:awslambda:ap-southeast-1:377565633583:function:PRE-NamedEntityRecognition 15460 // 15461 // Asia Pacific (Sydney) (ap-southeast-2): 15462 // 15463 // * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-BoundingBox 15464 // 15465 // * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-ImageMultiClass 15466 // 15467 // * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-SemanticSegmentation 15468 // 15469 // * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-TextMultiClass 15470 // 15471 // * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-NamedEntityRecognition 15472 // 15473 // PreHumanTaskLambdaArn is a required field 15474 PreHumanTaskLambdaArn *string `type:"string" required:"true"` 15475 15476 // The price that you pay for each task performed by an Amazon Mechanical Turk 15477 // worker. 15478 PublicWorkforceTaskPrice *PublicWorkforceTaskPrice `type:"structure"` 15479 15480 // The length of time that a task remains available for labeling by human workers. 15481 // If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours 15482 // (43200). For private and vendor workforces, the maximum is as listed. 15483 TaskAvailabilityLifetimeInSeconds *int64 `min:"1" type:"integer"` 15484 15485 // A description of the task for your human workers. 15486 // 15487 // TaskDescription is a required field 15488 TaskDescription *string `min:"1" type:"string" required:"true"` 15489 15490 // Keywords used to describe the task so that workers on Amazon Mechanical Turk 15491 // can discover the task. 15492 TaskKeywords []*string `min:"1" type:"list"` 15493 15494 // The amount of time that a worker has to complete a task. 15495 // 15496 // TaskTimeLimitInSeconds is a required field 15497 TaskTimeLimitInSeconds *int64 `min:"30" type:"integer" required:"true"` 15498 15499 // A title for the task for your human workers. 15500 // 15501 // TaskTitle is a required field 15502 TaskTitle *string `min:"1" type:"string" required:"true"` 15503 15504 // Information about the user interface that workers use to complete the labeling 15505 // task. 15506 // 15507 // UiConfig is a required field 15508 UiConfig *UiConfig `type:"structure" required:"true"` 15509 15510 // The Amazon Resource Name (ARN) of the work team assigned to complete the 15511 // tasks. 15512 // 15513 // WorkteamArn is a required field 15514 WorkteamArn *string `type:"string" required:"true"` 15515} 15516 15517// String returns the string representation 15518func (s HumanTaskConfig) String() string { 15519 return awsutil.Prettify(s) 15520} 15521 15522// GoString returns the string representation 15523func (s HumanTaskConfig) GoString() string { 15524 return s.String() 15525} 15526 15527// Validate inspects the fields of the type to determine if they are valid. 15528func (s *HumanTaskConfig) Validate() error { 15529 invalidParams := request.ErrInvalidParams{Context: "HumanTaskConfig"} 15530 if s.AnnotationConsolidationConfig == nil { 15531 invalidParams.Add(request.NewErrParamRequired("AnnotationConsolidationConfig")) 15532 } 15533 if s.MaxConcurrentTaskCount != nil && *s.MaxConcurrentTaskCount < 1 { 15534 invalidParams.Add(request.NewErrParamMinValue("MaxConcurrentTaskCount", 1)) 15535 } 15536 if s.NumberOfHumanWorkersPerDataObject == nil { 15537 invalidParams.Add(request.NewErrParamRequired("NumberOfHumanWorkersPerDataObject")) 15538 } 15539 if s.NumberOfHumanWorkersPerDataObject != nil && *s.NumberOfHumanWorkersPerDataObject < 1 { 15540 invalidParams.Add(request.NewErrParamMinValue("NumberOfHumanWorkersPerDataObject", 1)) 15541 } 15542 if s.PreHumanTaskLambdaArn == nil { 15543 invalidParams.Add(request.NewErrParamRequired("PreHumanTaskLambdaArn")) 15544 } 15545 if s.TaskAvailabilityLifetimeInSeconds != nil && *s.TaskAvailabilityLifetimeInSeconds < 1 { 15546 invalidParams.Add(request.NewErrParamMinValue("TaskAvailabilityLifetimeInSeconds", 1)) 15547 } 15548 if s.TaskDescription == nil { 15549 invalidParams.Add(request.NewErrParamRequired("TaskDescription")) 15550 } 15551 if s.TaskDescription != nil && len(*s.TaskDescription) < 1 { 15552 invalidParams.Add(request.NewErrParamMinLen("TaskDescription", 1)) 15553 } 15554 if s.TaskKeywords != nil && len(s.TaskKeywords) < 1 { 15555 invalidParams.Add(request.NewErrParamMinLen("TaskKeywords", 1)) 15556 } 15557 if s.TaskTimeLimitInSeconds == nil { 15558 invalidParams.Add(request.NewErrParamRequired("TaskTimeLimitInSeconds")) 15559 } 15560 if s.TaskTimeLimitInSeconds != nil && *s.TaskTimeLimitInSeconds < 30 { 15561 invalidParams.Add(request.NewErrParamMinValue("TaskTimeLimitInSeconds", 30)) 15562 } 15563 if s.TaskTitle == nil { 15564 invalidParams.Add(request.NewErrParamRequired("TaskTitle")) 15565 } 15566 if s.TaskTitle != nil && len(*s.TaskTitle) < 1 { 15567 invalidParams.Add(request.NewErrParamMinLen("TaskTitle", 1)) 15568 } 15569 if s.UiConfig == nil { 15570 invalidParams.Add(request.NewErrParamRequired("UiConfig")) 15571 } 15572 if s.WorkteamArn == nil { 15573 invalidParams.Add(request.NewErrParamRequired("WorkteamArn")) 15574 } 15575 if s.AnnotationConsolidationConfig != nil { 15576 if err := s.AnnotationConsolidationConfig.Validate(); err != nil { 15577 invalidParams.AddNested("AnnotationConsolidationConfig", err.(request.ErrInvalidParams)) 15578 } 15579 } 15580 if s.UiConfig != nil { 15581 if err := s.UiConfig.Validate(); err != nil { 15582 invalidParams.AddNested("UiConfig", err.(request.ErrInvalidParams)) 15583 } 15584 } 15585 15586 if invalidParams.Len() > 0 { 15587 return invalidParams 15588 } 15589 return nil 15590} 15591 15592// SetAnnotationConsolidationConfig sets the AnnotationConsolidationConfig field's value. 15593func (s *HumanTaskConfig) SetAnnotationConsolidationConfig(v *AnnotationConsolidationConfig) *HumanTaskConfig { 15594 s.AnnotationConsolidationConfig = v 15595 return s 15596} 15597 15598// SetMaxConcurrentTaskCount sets the MaxConcurrentTaskCount field's value. 15599func (s *HumanTaskConfig) SetMaxConcurrentTaskCount(v int64) *HumanTaskConfig { 15600 s.MaxConcurrentTaskCount = &v 15601 return s 15602} 15603 15604// SetNumberOfHumanWorkersPerDataObject sets the NumberOfHumanWorkersPerDataObject field's value. 15605func (s *HumanTaskConfig) SetNumberOfHumanWorkersPerDataObject(v int64) *HumanTaskConfig { 15606 s.NumberOfHumanWorkersPerDataObject = &v 15607 return s 15608} 15609 15610// SetPreHumanTaskLambdaArn sets the PreHumanTaskLambdaArn field's value. 15611func (s *HumanTaskConfig) SetPreHumanTaskLambdaArn(v string) *HumanTaskConfig { 15612 s.PreHumanTaskLambdaArn = &v 15613 return s 15614} 15615 15616// SetPublicWorkforceTaskPrice sets the PublicWorkforceTaskPrice field's value. 15617func (s *HumanTaskConfig) SetPublicWorkforceTaskPrice(v *PublicWorkforceTaskPrice) *HumanTaskConfig { 15618 s.PublicWorkforceTaskPrice = v 15619 return s 15620} 15621 15622// SetTaskAvailabilityLifetimeInSeconds sets the TaskAvailabilityLifetimeInSeconds field's value. 15623func (s *HumanTaskConfig) SetTaskAvailabilityLifetimeInSeconds(v int64) *HumanTaskConfig { 15624 s.TaskAvailabilityLifetimeInSeconds = &v 15625 return s 15626} 15627 15628// SetTaskDescription sets the TaskDescription field's value. 15629func (s *HumanTaskConfig) SetTaskDescription(v string) *HumanTaskConfig { 15630 s.TaskDescription = &v 15631 return s 15632} 15633 15634// SetTaskKeywords sets the TaskKeywords field's value. 15635func (s *HumanTaskConfig) SetTaskKeywords(v []*string) *HumanTaskConfig { 15636 s.TaskKeywords = v 15637 return s 15638} 15639 15640// SetTaskTimeLimitInSeconds sets the TaskTimeLimitInSeconds field's value. 15641func (s *HumanTaskConfig) SetTaskTimeLimitInSeconds(v int64) *HumanTaskConfig { 15642 s.TaskTimeLimitInSeconds = &v 15643 return s 15644} 15645 15646// SetTaskTitle sets the TaskTitle field's value. 15647func (s *HumanTaskConfig) SetTaskTitle(v string) *HumanTaskConfig { 15648 s.TaskTitle = &v 15649 return s 15650} 15651 15652// SetUiConfig sets the UiConfig field's value. 15653func (s *HumanTaskConfig) SetUiConfig(v *UiConfig) *HumanTaskConfig { 15654 s.UiConfig = v 15655 return s 15656} 15657 15658// SetWorkteamArn sets the WorkteamArn field's value. 15659func (s *HumanTaskConfig) SetWorkteamArn(v string) *HumanTaskConfig { 15660 s.WorkteamArn = &v 15661 return s 15662} 15663 15664// Specifies which training algorithm to use for training jobs that a hyperparameter 15665// tuning job launches and the metrics to monitor. 15666type HyperParameterAlgorithmSpecification struct { 15667 _ struct{} `type:"structure"` 15668 15669 // The name of the resource algorithm to use for the hyperparameter tuning job. 15670 // If you specify a value for this parameter, do not specify a value for TrainingImage. 15671 AlgorithmName *string `min:"1" type:"string"` 15672 15673 // An array of MetricDefinition objects that specify the metrics that the algorithm 15674 // emits. 15675 MetricDefinitions []*MetricDefinition `type:"list"` 15676 15677 // The registry path of the Docker image that contains the training algorithm. 15678 // For information about Docker registry paths for built-in algorithms, see 15679 // Algorithms Provided by Amazon SageMaker: Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html). 15680 // Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest] 15681 // image path formats. For more information, see Using Your Own Algorithms with 15682 // Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html). 15683 TrainingImage *string `type:"string"` 15684 15685 // The input mode that the algorithm supports: File or Pipe. In File input mode, 15686 // Amazon SageMaker downloads the training data from Amazon S3 to the storage 15687 // volume that is attached to the training instance and mounts the directory 15688 // to the Docker volume for the training container. In Pipe input mode, Amazon 15689 // SageMaker streams data directly from Amazon S3 to the container. 15690 // 15691 // If you specify File mode, make sure that you provision the storage volume 15692 // that is attached to the training instance with enough capacity to accommodate 15693 // the training data downloaded from Amazon S3, the model artifacts, and intermediate 15694 // information. 15695 // 15696 // For more information about input modes, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). 15697 // 15698 // TrainingInputMode is a required field 15699 TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"` 15700} 15701 15702// String returns the string representation 15703func (s HyperParameterAlgorithmSpecification) String() string { 15704 return awsutil.Prettify(s) 15705} 15706 15707// GoString returns the string representation 15708func (s HyperParameterAlgorithmSpecification) GoString() string { 15709 return s.String() 15710} 15711 15712// Validate inspects the fields of the type to determine if they are valid. 15713func (s *HyperParameterAlgorithmSpecification) Validate() error { 15714 invalidParams := request.ErrInvalidParams{Context: "HyperParameterAlgorithmSpecification"} 15715 if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 { 15716 invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1)) 15717 } 15718 if s.TrainingInputMode == nil { 15719 invalidParams.Add(request.NewErrParamRequired("TrainingInputMode")) 15720 } 15721 if s.MetricDefinitions != nil { 15722 for i, v := range s.MetricDefinitions { 15723 if v == nil { 15724 continue 15725 } 15726 if err := v.Validate(); err != nil { 15727 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricDefinitions", i), err.(request.ErrInvalidParams)) 15728 } 15729 } 15730 } 15731 15732 if invalidParams.Len() > 0 { 15733 return invalidParams 15734 } 15735 return nil 15736} 15737 15738// SetAlgorithmName sets the AlgorithmName field's value. 15739func (s *HyperParameterAlgorithmSpecification) SetAlgorithmName(v string) *HyperParameterAlgorithmSpecification { 15740 s.AlgorithmName = &v 15741 return s 15742} 15743 15744// SetMetricDefinitions sets the MetricDefinitions field's value. 15745func (s *HyperParameterAlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *HyperParameterAlgorithmSpecification { 15746 s.MetricDefinitions = v 15747 return s 15748} 15749 15750// SetTrainingImage sets the TrainingImage field's value. 15751func (s *HyperParameterAlgorithmSpecification) SetTrainingImage(v string) *HyperParameterAlgorithmSpecification { 15752 s.TrainingImage = &v 15753 return s 15754} 15755 15756// SetTrainingInputMode sets the TrainingInputMode field's value. 15757func (s *HyperParameterAlgorithmSpecification) SetTrainingInputMode(v string) *HyperParameterAlgorithmSpecification { 15758 s.TrainingInputMode = &v 15759 return s 15760} 15761 15762// Defines a hyperparameter to be used by an algorithm. 15763type HyperParameterSpecification struct { 15764 _ struct{} `type:"structure"` 15765 15766 // The default value for this hyperparameter. If a default value is specified, 15767 // a hyperparameter cannot be required. 15768 DefaultValue *string `type:"string"` 15769 15770 // A brief description of the hyperparameter. 15771 Description *string `type:"string"` 15772 15773 // Indicates whether this hyperparameter is required. 15774 IsRequired *bool `type:"boolean"` 15775 15776 // Indicates whether this hyperparameter is tunable in a hyperparameter tuning 15777 // job. 15778 IsTunable *bool `type:"boolean"` 15779 15780 // The name of this hyperparameter. The name must be unique. 15781 // 15782 // Name is a required field 15783 Name *string `type:"string" required:"true"` 15784 15785 // The allowed range for this hyperparameter. 15786 Range *ParameterRange `type:"structure"` 15787 15788 // The type of this hyperparameter. The valid types are Integer, Continuous, 15789 // Categorical, and FreeText. 15790 // 15791 // Type is a required field 15792 Type *string `type:"string" required:"true" enum:"ParameterType"` 15793} 15794 15795// String returns the string representation 15796func (s HyperParameterSpecification) String() string { 15797 return awsutil.Prettify(s) 15798} 15799 15800// GoString returns the string representation 15801func (s HyperParameterSpecification) GoString() string { 15802 return s.String() 15803} 15804 15805// Validate inspects the fields of the type to determine if they are valid. 15806func (s *HyperParameterSpecification) Validate() error { 15807 invalidParams := request.ErrInvalidParams{Context: "HyperParameterSpecification"} 15808 if s.Name == nil { 15809 invalidParams.Add(request.NewErrParamRequired("Name")) 15810 } 15811 if s.Type == nil { 15812 invalidParams.Add(request.NewErrParamRequired("Type")) 15813 } 15814 if s.Range != nil { 15815 if err := s.Range.Validate(); err != nil { 15816 invalidParams.AddNested("Range", err.(request.ErrInvalidParams)) 15817 } 15818 } 15819 15820 if invalidParams.Len() > 0 { 15821 return invalidParams 15822 } 15823 return nil 15824} 15825 15826// SetDefaultValue sets the DefaultValue field's value. 15827func (s *HyperParameterSpecification) SetDefaultValue(v string) *HyperParameterSpecification { 15828 s.DefaultValue = &v 15829 return s 15830} 15831 15832// SetDescription sets the Description field's value. 15833func (s *HyperParameterSpecification) SetDescription(v string) *HyperParameterSpecification { 15834 s.Description = &v 15835 return s 15836} 15837 15838// SetIsRequired sets the IsRequired field's value. 15839func (s *HyperParameterSpecification) SetIsRequired(v bool) *HyperParameterSpecification { 15840 s.IsRequired = &v 15841 return s 15842} 15843 15844// SetIsTunable sets the IsTunable field's value. 15845func (s *HyperParameterSpecification) SetIsTunable(v bool) *HyperParameterSpecification { 15846 s.IsTunable = &v 15847 return s 15848} 15849 15850// SetName sets the Name field's value. 15851func (s *HyperParameterSpecification) SetName(v string) *HyperParameterSpecification { 15852 s.Name = &v 15853 return s 15854} 15855 15856// SetRange sets the Range field's value. 15857func (s *HyperParameterSpecification) SetRange(v *ParameterRange) *HyperParameterSpecification { 15858 s.Range = v 15859 return s 15860} 15861 15862// SetType sets the Type field's value. 15863func (s *HyperParameterSpecification) SetType(v string) *HyperParameterSpecification { 15864 s.Type = &v 15865 return s 15866} 15867 15868// Defines the training jobs launched by a hyperparameter tuning job. 15869type HyperParameterTrainingJobDefinition struct { 15870 _ struct{} `type:"structure"` 15871 15872 // The HyperParameterAlgorithmSpecification object that specifies the resource 15873 // algorithm to use for the training jobs that the tuning job launches. 15874 // 15875 // AlgorithmSpecification is a required field 15876 AlgorithmSpecification *HyperParameterAlgorithmSpecification `type:"structure" required:"true"` 15877 15878 // Contains information about the output location for managed spot training 15879 // checkpoint data. 15880 CheckpointConfig *CheckpointConfig `type:"structure"` 15881 15882 // To encrypt all communications between ML compute instances in distributed 15883 // training, choose True. Encryption provides greater security for distributed 15884 // training, but training might take longer. How long it takes depends on the 15885 // amount of communication between compute instances, especially if you use 15886 // a deep learning algorithm in distributed training. 15887 EnableInterContainerTrafficEncryption *bool `type:"boolean"` 15888 15889 // A Boolean indicating whether managed spot training is enabled (True) or not 15890 // (False). 15891 EnableManagedSpotTraining *bool `type:"boolean"` 15892 15893 // Isolates the training container. No inbound or outbound network calls can 15894 // be made, except for calls between peers within a training cluster for distributed 15895 // training. If network isolation is used for training jobs that are configured 15896 // to use a VPC, Amazon SageMaker downloads and uploads customer data and model 15897 // artifacts through the specified VPC, but the training container does not 15898 // have network access. 15899 // 15900 // The Semantic Segmentation built-in algorithm does not support network isolation. 15901 EnableNetworkIsolation *bool `type:"boolean"` 15902 15903 // An array of Channel objects that specify the input for the training jobs 15904 // that the tuning job launches. 15905 InputDataConfig []*Channel `min:"1" type:"list"` 15906 15907 // Specifies the path to the Amazon S3 bucket where you store model artifacts 15908 // from the training jobs that the tuning job launches. 15909 // 15910 // OutputDataConfig is a required field 15911 OutputDataConfig *OutputDataConfig `type:"structure" required:"true"` 15912 15913 // The resources, including the compute instances and storage volumes, to use 15914 // for the training jobs that the tuning job launches. 15915 // 15916 // Storage volumes store model artifacts and incremental states. Training algorithms 15917 // might also use storage volumes for scratch space. If you want Amazon SageMaker 15918 // to use the storage volume to store the training data, choose File as the 15919 // TrainingInputMode in the algorithm specification. For distributed training 15920 // algorithms, specify an instance count greater than 1. 15921 // 15922 // ResourceConfig is a required field 15923 ResourceConfig *ResourceConfig `type:"structure" required:"true"` 15924 15925 // The Amazon Resource Name (ARN) of the IAM role associated with the training 15926 // jobs that the tuning job launches. 15927 // 15928 // RoleArn is a required field 15929 RoleArn *string `min:"20" type:"string" required:"true"` 15930 15931 // Specifies the values of hyperparameters that do not change for the tuning 15932 // job. 15933 StaticHyperParameters map[string]*string `type:"map"` 15934 15935 // Specifies a limit to how long a model hyperparameter training job can run. 15936 // It also specifies how long you are willing to wait for a managed spot training 15937 // job to complete. When the job reaches the a limit, Amazon SageMaker ends 15938 // the training job. Use this API to cap model training costs. 15939 // 15940 // StoppingCondition is a required field 15941 StoppingCondition *StoppingCondition `type:"structure" required:"true"` 15942 15943 // The VpcConfig object that specifies the VPC that you want the training jobs 15944 // that this hyperparameter tuning job launches to connect to. Control access 15945 // to and from your training container by configuring the VPC. For more information, 15946 // see Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html). 15947 VpcConfig *VpcConfig `type:"structure"` 15948} 15949 15950// String returns the string representation 15951func (s HyperParameterTrainingJobDefinition) String() string { 15952 return awsutil.Prettify(s) 15953} 15954 15955// GoString returns the string representation 15956func (s HyperParameterTrainingJobDefinition) GoString() string { 15957 return s.String() 15958} 15959 15960// Validate inspects the fields of the type to determine if they are valid. 15961func (s *HyperParameterTrainingJobDefinition) Validate() error { 15962 invalidParams := request.ErrInvalidParams{Context: "HyperParameterTrainingJobDefinition"} 15963 if s.AlgorithmSpecification == nil { 15964 invalidParams.Add(request.NewErrParamRequired("AlgorithmSpecification")) 15965 } 15966 if s.InputDataConfig != nil && len(s.InputDataConfig) < 1 { 15967 invalidParams.Add(request.NewErrParamMinLen("InputDataConfig", 1)) 15968 } 15969 if s.OutputDataConfig == nil { 15970 invalidParams.Add(request.NewErrParamRequired("OutputDataConfig")) 15971 } 15972 if s.ResourceConfig == nil { 15973 invalidParams.Add(request.NewErrParamRequired("ResourceConfig")) 15974 } 15975 if s.RoleArn == nil { 15976 invalidParams.Add(request.NewErrParamRequired("RoleArn")) 15977 } 15978 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 15979 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 15980 } 15981 if s.StoppingCondition == nil { 15982 invalidParams.Add(request.NewErrParamRequired("StoppingCondition")) 15983 } 15984 if s.AlgorithmSpecification != nil { 15985 if err := s.AlgorithmSpecification.Validate(); err != nil { 15986 invalidParams.AddNested("AlgorithmSpecification", err.(request.ErrInvalidParams)) 15987 } 15988 } 15989 if s.CheckpointConfig != nil { 15990 if err := s.CheckpointConfig.Validate(); err != nil { 15991 invalidParams.AddNested("CheckpointConfig", err.(request.ErrInvalidParams)) 15992 } 15993 } 15994 if s.InputDataConfig != nil { 15995 for i, v := range s.InputDataConfig { 15996 if v == nil { 15997 continue 15998 } 15999 if err := v.Validate(); err != nil { 16000 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "InputDataConfig", i), err.(request.ErrInvalidParams)) 16001 } 16002 } 16003 } 16004 if s.OutputDataConfig != nil { 16005 if err := s.OutputDataConfig.Validate(); err != nil { 16006 invalidParams.AddNested("OutputDataConfig", err.(request.ErrInvalidParams)) 16007 } 16008 } 16009 if s.ResourceConfig != nil { 16010 if err := s.ResourceConfig.Validate(); err != nil { 16011 invalidParams.AddNested("ResourceConfig", err.(request.ErrInvalidParams)) 16012 } 16013 } 16014 if s.StoppingCondition != nil { 16015 if err := s.StoppingCondition.Validate(); err != nil { 16016 invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams)) 16017 } 16018 } 16019 if s.VpcConfig != nil { 16020 if err := s.VpcConfig.Validate(); err != nil { 16021 invalidParams.AddNested("VpcConfig", err.(request.ErrInvalidParams)) 16022 } 16023 } 16024 16025 if invalidParams.Len() > 0 { 16026 return invalidParams 16027 } 16028 return nil 16029} 16030 16031// SetAlgorithmSpecification sets the AlgorithmSpecification field's value. 16032func (s *HyperParameterTrainingJobDefinition) SetAlgorithmSpecification(v *HyperParameterAlgorithmSpecification) *HyperParameterTrainingJobDefinition { 16033 s.AlgorithmSpecification = v 16034 return s 16035} 16036 16037// SetCheckpointConfig sets the CheckpointConfig field's value. 16038func (s *HyperParameterTrainingJobDefinition) SetCheckpointConfig(v *CheckpointConfig) *HyperParameterTrainingJobDefinition { 16039 s.CheckpointConfig = v 16040 return s 16041} 16042 16043// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value. 16044func (s *HyperParameterTrainingJobDefinition) SetEnableInterContainerTrafficEncryption(v bool) *HyperParameterTrainingJobDefinition { 16045 s.EnableInterContainerTrafficEncryption = &v 16046 return s 16047} 16048 16049// SetEnableManagedSpotTraining sets the EnableManagedSpotTraining field's value. 16050func (s *HyperParameterTrainingJobDefinition) SetEnableManagedSpotTraining(v bool) *HyperParameterTrainingJobDefinition { 16051 s.EnableManagedSpotTraining = &v 16052 return s 16053} 16054 16055// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value. 16056func (s *HyperParameterTrainingJobDefinition) SetEnableNetworkIsolation(v bool) *HyperParameterTrainingJobDefinition { 16057 s.EnableNetworkIsolation = &v 16058 return s 16059} 16060 16061// SetInputDataConfig sets the InputDataConfig field's value. 16062func (s *HyperParameterTrainingJobDefinition) SetInputDataConfig(v []*Channel) *HyperParameterTrainingJobDefinition { 16063 s.InputDataConfig = v 16064 return s 16065} 16066 16067// SetOutputDataConfig sets the OutputDataConfig field's value. 16068func (s *HyperParameterTrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *HyperParameterTrainingJobDefinition { 16069 s.OutputDataConfig = v 16070 return s 16071} 16072 16073// SetResourceConfig sets the ResourceConfig field's value. 16074func (s *HyperParameterTrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *HyperParameterTrainingJobDefinition { 16075 s.ResourceConfig = v 16076 return s 16077} 16078 16079// SetRoleArn sets the RoleArn field's value. 16080func (s *HyperParameterTrainingJobDefinition) SetRoleArn(v string) *HyperParameterTrainingJobDefinition { 16081 s.RoleArn = &v 16082 return s 16083} 16084 16085// SetStaticHyperParameters sets the StaticHyperParameters field's value. 16086func (s *HyperParameterTrainingJobDefinition) SetStaticHyperParameters(v map[string]*string) *HyperParameterTrainingJobDefinition { 16087 s.StaticHyperParameters = v 16088 return s 16089} 16090 16091// SetStoppingCondition sets the StoppingCondition field's value. 16092func (s *HyperParameterTrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *HyperParameterTrainingJobDefinition { 16093 s.StoppingCondition = v 16094 return s 16095} 16096 16097// SetVpcConfig sets the VpcConfig field's value. 16098func (s *HyperParameterTrainingJobDefinition) SetVpcConfig(v *VpcConfig) *HyperParameterTrainingJobDefinition { 16099 s.VpcConfig = v 16100 return s 16101} 16102 16103// Specifies summary information about a training job. 16104type HyperParameterTrainingJobSummary struct { 16105 _ struct{} `type:"structure"` 16106 16107 // The date and time that the training job was created. 16108 // 16109 // CreationTime is a required field 16110 CreationTime *time.Time `type:"timestamp" required:"true"` 16111 16112 // The reason that the training job failed. 16113 FailureReason *string `type:"string"` 16114 16115 // The FinalHyperParameterTuningJobObjectiveMetric object that specifies the 16116 // value of the objective metric of the tuning job that launched this training 16117 // job. 16118 FinalHyperParameterTuningJobObjectiveMetric *FinalHyperParameterTuningJobObjectiveMetric `type:"structure"` 16119 16120 // The status of the objective metric for the training job: 16121 // 16122 // * Succeeded: The final objective metric for the training job was evaluated 16123 // by the hyperparameter tuning job and used in the hyperparameter tuning 16124 // process. 16125 // 16126 // * Pending: The training job is in progress and evaluation of its final 16127 // objective metric is pending. 16128 // 16129 // * Failed: The final objective metric for the training job was not evaluated, 16130 // and was not used in the hyperparameter tuning process. This typically 16131 // occurs when the training job failed or did not emit an objective metric. 16132 ObjectiveStatus *string `type:"string" enum:"ObjectiveStatus"` 16133 16134 // Specifies the time when the training job ends on training instances. You 16135 // are billed for the time interval between the value of TrainingStartTime and 16136 // this time. For successful jobs and stopped jobs, this is the time after model 16137 // artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker 16138 // detects a job failure. 16139 TrainingEndTime *time.Time `type:"timestamp"` 16140 16141 // The Amazon Resource Name (ARN) of the training job. 16142 // 16143 // TrainingJobArn is a required field 16144 TrainingJobArn *string `type:"string" required:"true"` 16145 16146 // The name of the training job. 16147 // 16148 // TrainingJobName is a required field 16149 TrainingJobName *string `min:"1" type:"string" required:"true"` 16150 16151 // The status of the training job. 16152 // 16153 // TrainingJobStatus is a required field 16154 TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"` 16155 16156 // The date and time that the training job started. 16157 TrainingStartTime *time.Time `type:"timestamp"` 16158 16159 // A list of the hyperparameters for which you specified ranges to search. 16160 // 16161 // TunedHyperParameters is a required field 16162 TunedHyperParameters map[string]*string `type:"map" required:"true"` 16163 16164 // The HyperParameter tuning job that launched the training job. 16165 TuningJobName *string `min:"1" type:"string"` 16166} 16167 16168// String returns the string representation 16169func (s HyperParameterTrainingJobSummary) String() string { 16170 return awsutil.Prettify(s) 16171} 16172 16173// GoString returns the string representation 16174func (s HyperParameterTrainingJobSummary) GoString() string { 16175 return s.String() 16176} 16177 16178// SetCreationTime sets the CreationTime field's value. 16179func (s *HyperParameterTrainingJobSummary) SetCreationTime(v time.Time) *HyperParameterTrainingJobSummary { 16180 s.CreationTime = &v 16181 return s 16182} 16183 16184// SetFailureReason sets the FailureReason field's value. 16185func (s *HyperParameterTrainingJobSummary) SetFailureReason(v string) *HyperParameterTrainingJobSummary { 16186 s.FailureReason = &v 16187 return s 16188} 16189 16190// SetFinalHyperParameterTuningJobObjectiveMetric sets the FinalHyperParameterTuningJobObjectiveMetric field's value. 16191func (s *HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric(v *FinalHyperParameterTuningJobObjectiveMetric) *HyperParameterTrainingJobSummary { 16192 s.FinalHyperParameterTuningJobObjectiveMetric = v 16193 return s 16194} 16195 16196// SetObjectiveStatus sets the ObjectiveStatus field's value. 16197func (s *HyperParameterTrainingJobSummary) SetObjectiveStatus(v string) *HyperParameterTrainingJobSummary { 16198 s.ObjectiveStatus = &v 16199 return s 16200} 16201 16202// SetTrainingEndTime sets the TrainingEndTime field's value. 16203func (s *HyperParameterTrainingJobSummary) SetTrainingEndTime(v time.Time) *HyperParameterTrainingJobSummary { 16204 s.TrainingEndTime = &v 16205 return s 16206} 16207 16208// SetTrainingJobArn sets the TrainingJobArn field's value. 16209func (s *HyperParameterTrainingJobSummary) SetTrainingJobArn(v string) *HyperParameterTrainingJobSummary { 16210 s.TrainingJobArn = &v 16211 return s 16212} 16213 16214// SetTrainingJobName sets the TrainingJobName field's value. 16215func (s *HyperParameterTrainingJobSummary) SetTrainingJobName(v string) *HyperParameterTrainingJobSummary { 16216 s.TrainingJobName = &v 16217 return s 16218} 16219 16220// SetTrainingJobStatus sets the TrainingJobStatus field's value. 16221func (s *HyperParameterTrainingJobSummary) SetTrainingJobStatus(v string) *HyperParameterTrainingJobSummary { 16222 s.TrainingJobStatus = &v 16223 return s 16224} 16225 16226// SetTrainingStartTime sets the TrainingStartTime field's value. 16227func (s *HyperParameterTrainingJobSummary) SetTrainingStartTime(v time.Time) *HyperParameterTrainingJobSummary { 16228 s.TrainingStartTime = &v 16229 return s 16230} 16231 16232// SetTunedHyperParameters sets the TunedHyperParameters field's value. 16233func (s *HyperParameterTrainingJobSummary) SetTunedHyperParameters(v map[string]*string) *HyperParameterTrainingJobSummary { 16234 s.TunedHyperParameters = v 16235 return s 16236} 16237 16238// SetTuningJobName sets the TuningJobName field's value. 16239func (s *HyperParameterTrainingJobSummary) SetTuningJobName(v string) *HyperParameterTrainingJobSummary { 16240 s.TuningJobName = &v 16241 return s 16242} 16243 16244// Configures a hyperparameter tuning job. 16245type HyperParameterTuningJobConfig struct { 16246 _ struct{} `type:"structure"` 16247 16248 // The HyperParameterTuningJobObjective object that specifies the objective 16249 // metric for this tuning job. 16250 HyperParameterTuningJobObjective *HyperParameterTuningJobObjective `type:"structure"` 16251 16252 // The ParameterRanges object that specifies the ranges of hyperparameters that 16253 // this tuning job searches. 16254 ParameterRanges *ParameterRanges `type:"structure"` 16255 16256 // The ResourceLimits object that specifies the maximum number of training jobs 16257 // and parallel training jobs for this tuning job. 16258 // 16259 // ResourceLimits is a required field 16260 ResourceLimits *ResourceLimits `type:"structure" required:"true"` 16261 16262 // Specifies how hyperparameter tuning chooses the combinations of hyperparameter 16263 // values to use for the training job it launches. To use the Bayesian search 16264 // stategy, set this to Bayesian. To randomly search, set it to Random. For 16265 // information about search strategies, see How Hyperparameter Tuning Works 16266 // (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-how-it-works.html). 16267 // 16268 // Strategy is a required field 16269 Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"` 16270 16271 // Specifies whether to use early stopping for training jobs launched by the 16272 // hyperparameter tuning job. This can be one of the following values (the default 16273 // value is OFF): 16274 // 16275 // OFF 16276 // 16277 // Training jobs launched by the hyperparameter tuning job do not use early 16278 // stopping. 16279 // 16280 // AUTO 16281 // 16282 // Amazon SageMaker stops training jobs launched by the hyperparameter tuning 16283 // job when they are unlikely to perform better than previously completed training 16284 // jobs. For more information, see Stop Training Jobs Early (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-early-stopping.html). 16285 TrainingJobEarlyStoppingType *string `type:"string" enum:"TrainingJobEarlyStoppingType"` 16286} 16287 16288// String returns the string representation 16289func (s HyperParameterTuningJobConfig) String() string { 16290 return awsutil.Prettify(s) 16291} 16292 16293// GoString returns the string representation 16294func (s HyperParameterTuningJobConfig) GoString() string { 16295 return s.String() 16296} 16297 16298// Validate inspects the fields of the type to determine if they are valid. 16299func (s *HyperParameterTuningJobConfig) Validate() error { 16300 invalidParams := request.ErrInvalidParams{Context: "HyperParameterTuningJobConfig"} 16301 if s.ResourceLimits == nil { 16302 invalidParams.Add(request.NewErrParamRequired("ResourceLimits")) 16303 } 16304 if s.Strategy == nil { 16305 invalidParams.Add(request.NewErrParamRequired("Strategy")) 16306 } 16307 if s.HyperParameterTuningJobObjective != nil { 16308 if err := s.HyperParameterTuningJobObjective.Validate(); err != nil { 16309 invalidParams.AddNested("HyperParameterTuningJobObjective", err.(request.ErrInvalidParams)) 16310 } 16311 } 16312 if s.ParameterRanges != nil { 16313 if err := s.ParameterRanges.Validate(); err != nil { 16314 invalidParams.AddNested("ParameterRanges", err.(request.ErrInvalidParams)) 16315 } 16316 } 16317 if s.ResourceLimits != nil { 16318 if err := s.ResourceLimits.Validate(); err != nil { 16319 invalidParams.AddNested("ResourceLimits", err.(request.ErrInvalidParams)) 16320 } 16321 } 16322 16323 if invalidParams.Len() > 0 { 16324 return invalidParams 16325 } 16326 return nil 16327} 16328 16329// SetHyperParameterTuningJobObjective sets the HyperParameterTuningJobObjective field's value. 16330func (s *HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective(v *HyperParameterTuningJobObjective) *HyperParameterTuningJobConfig { 16331 s.HyperParameterTuningJobObjective = v 16332 return s 16333} 16334 16335// SetParameterRanges sets the ParameterRanges field's value. 16336func (s *HyperParameterTuningJobConfig) SetParameterRanges(v *ParameterRanges) *HyperParameterTuningJobConfig { 16337 s.ParameterRanges = v 16338 return s 16339} 16340 16341// SetResourceLimits sets the ResourceLimits field's value. 16342func (s *HyperParameterTuningJobConfig) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobConfig { 16343 s.ResourceLimits = v 16344 return s 16345} 16346 16347// SetStrategy sets the Strategy field's value. 16348func (s *HyperParameterTuningJobConfig) SetStrategy(v string) *HyperParameterTuningJobConfig { 16349 s.Strategy = &v 16350 return s 16351} 16352 16353// SetTrainingJobEarlyStoppingType sets the TrainingJobEarlyStoppingType field's value. 16354func (s *HyperParameterTuningJobConfig) SetTrainingJobEarlyStoppingType(v string) *HyperParameterTuningJobConfig { 16355 s.TrainingJobEarlyStoppingType = &v 16356 return s 16357} 16358 16359// Defines the objective metric for a hyperparameter tuning job. Hyperparameter 16360// tuning uses the value of this metric to evaluate the training jobs it launches, 16361// and returns the training job that results in either the highest or lowest 16362// value for this metric, depending on the value you specify for the Type parameter. 16363type HyperParameterTuningJobObjective struct { 16364 _ struct{} `type:"structure"` 16365 16366 // The name of the metric to use for the objective metric. 16367 // 16368 // MetricName is a required field 16369 MetricName *string `min:"1" type:"string" required:"true"` 16370 16371 // Whether to minimize or maximize the objective metric. 16372 // 16373 // Type is a required field 16374 Type *string `type:"string" required:"true" enum:"HyperParameterTuningJobObjectiveType"` 16375} 16376 16377// String returns the string representation 16378func (s HyperParameterTuningJobObjective) String() string { 16379 return awsutil.Prettify(s) 16380} 16381 16382// GoString returns the string representation 16383func (s HyperParameterTuningJobObjective) GoString() string { 16384 return s.String() 16385} 16386 16387// Validate inspects the fields of the type to determine if they are valid. 16388func (s *HyperParameterTuningJobObjective) Validate() error { 16389 invalidParams := request.ErrInvalidParams{Context: "HyperParameterTuningJobObjective"} 16390 if s.MetricName == nil { 16391 invalidParams.Add(request.NewErrParamRequired("MetricName")) 16392 } 16393 if s.MetricName != nil && len(*s.MetricName) < 1 { 16394 invalidParams.Add(request.NewErrParamMinLen("MetricName", 1)) 16395 } 16396 if s.Type == nil { 16397 invalidParams.Add(request.NewErrParamRequired("Type")) 16398 } 16399 16400 if invalidParams.Len() > 0 { 16401 return invalidParams 16402 } 16403 return nil 16404} 16405 16406// SetMetricName sets the MetricName field's value. 16407func (s *HyperParameterTuningJobObjective) SetMetricName(v string) *HyperParameterTuningJobObjective { 16408 s.MetricName = &v 16409 return s 16410} 16411 16412// SetType sets the Type field's value. 16413func (s *HyperParameterTuningJobObjective) SetType(v string) *HyperParameterTuningJobObjective { 16414 s.Type = &v 16415 return s 16416} 16417 16418// Provides summary information about a hyperparameter tuning job. 16419type HyperParameterTuningJobSummary struct { 16420 _ struct{} `type:"structure"` 16421 16422 // The date and time that the tuning job was created. 16423 // 16424 // CreationTime is a required field 16425 CreationTime *time.Time `type:"timestamp" required:"true"` 16426 16427 // The date and time that the tuning job ended. 16428 HyperParameterTuningEndTime *time.Time `type:"timestamp"` 16429 16430 // The Amazon Resource Name (ARN) of the tuning job. 16431 // 16432 // HyperParameterTuningJobArn is a required field 16433 HyperParameterTuningJobArn *string `type:"string" required:"true"` 16434 16435 // The name of the tuning job. 16436 // 16437 // HyperParameterTuningJobName is a required field 16438 HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"` 16439 16440 // The status of the tuning job. 16441 // 16442 // HyperParameterTuningJobStatus is a required field 16443 HyperParameterTuningJobStatus *string `type:"string" required:"true" enum:"HyperParameterTuningJobStatus"` 16444 16445 // The date and time that the tuning job was modified. 16446 LastModifiedTime *time.Time `type:"timestamp"` 16447 16448 // The ObjectiveStatusCounters object that specifies the numbers of training 16449 // jobs, categorized by objective metric status, that this tuning job launched. 16450 // 16451 // ObjectiveStatusCounters is a required field 16452 ObjectiveStatusCounters *ObjectiveStatusCounters `type:"structure" required:"true"` 16453 16454 // The ResourceLimits object that specifies the maximum number of training jobs 16455 // and parallel training jobs allowed for this tuning job. 16456 ResourceLimits *ResourceLimits `type:"structure"` 16457 16458 // Specifies the search strategy hyperparameter tuning uses to choose which 16459 // hyperparameters to use for each iteration. Currently, the only valid value 16460 // is Bayesian. 16461 // 16462 // Strategy is a required field 16463 Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"` 16464 16465 // The TrainingJobStatusCounters object that specifies the numbers of training 16466 // jobs, categorized by status, that this tuning job launched. 16467 // 16468 // TrainingJobStatusCounters is a required field 16469 TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"` 16470} 16471 16472// String returns the string representation 16473func (s HyperParameterTuningJobSummary) String() string { 16474 return awsutil.Prettify(s) 16475} 16476 16477// GoString returns the string representation 16478func (s HyperParameterTuningJobSummary) GoString() string { 16479 return s.String() 16480} 16481 16482// SetCreationTime sets the CreationTime field's value. 16483func (s *HyperParameterTuningJobSummary) SetCreationTime(v time.Time) *HyperParameterTuningJobSummary { 16484 s.CreationTime = &v 16485 return s 16486} 16487 16488// SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value. 16489func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime(v time.Time) *HyperParameterTuningJobSummary { 16490 s.HyperParameterTuningEndTime = &v 16491 return s 16492} 16493 16494// SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value. 16495func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobArn(v string) *HyperParameterTuningJobSummary { 16496 s.HyperParameterTuningJobArn = &v 16497 return s 16498} 16499 16500// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 16501func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobName(v string) *HyperParameterTuningJobSummary { 16502 s.HyperParameterTuningJobName = &v 16503 return s 16504} 16505 16506// SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value. 16507func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus(v string) *HyperParameterTuningJobSummary { 16508 s.HyperParameterTuningJobStatus = &v 16509 return s 16510} 16511 16512// SetLastModifiedTime sets the LastModifiedTime field's value. 16513func (s *HyperParameterTuningJobSummary) SetLastModifiedTime(v time.Time) *HyperParameterTuningJobSummary { 16514 s.LastModifiedTime = &v 16515 return s 16516} 16517 16518// SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value. 16519func (s *HyperParameterTuningJobSummary) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *HyperParameterTuningJobSummary { 16520 s.ObjectiveStatusCounters = v 16521 return s 16522} 16523 16524// SetResourceLimits sets the ResourceLimits field's value. 16525func (s *HyperParameterTuningJobSummary) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobSummary { 16526 s.ResourceLimits = v 16527 return s 16528} 16529 16530// SetStrategy sets the Strategy field's value. 16531func (s *HyperParameterTuningJobSummary) SetStrategy(v string) *HyperParameterTuningJobSummary { 16532 s.Strategy = &v 16533 return s 16534} 16535 16536// SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value. 16537func (s *HyperParameterTuningJobSummary) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *HyperParameterTuningJobSummary { 16538 s.TrainingJobStatusCounters = v 16539 return s 16540} 16541 16542// Specifies the configuration for a hyperparameter tuning job that uses one 16543// or more previous hyperparameter tuning jobs as a starting point. The results 16544// of previous tuning jobs are used to inform which combinations of hyperparameters 16545// to search over in the new tuning job. 16546// 16547// All training jobs launched by the new hyperparameter tuning job are evaluated 16548// by using the objective metric, and the training job that performs the best 16549// is compared to the best training jobs from the parent tuning jobs. From these, 16550// the training job that performs the best as measured by the objective metric 16551// is returned as the overall best training job. 16552// 16553// All training jobs launched by parent hyperparameter tuning jobs and the new 16554// hyperparameter tuning jobs count against the limit of training jobs for the 16555// tuning job. 16556type HyperParameterTuningJobWarmStartConfig struct { 16557 _ struct{} `type:"structure"` 16558 16559 // An array of hyperparameter tuning jobs that are used as the starting point 16560 // for the new hyperparameter tuning job. For more information about warm starting 16561 // a hyperparameter tuning job, see Using a Previous Hyperparameter Tuning Job 16562 // as a Starting Point (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-warm-start.html). 16563 // 16564 // Hyperparameter tuning jobs created before October 1, 2018 cannot be used 16565 // as parent jobs for warm start tuning jobs. 16566 // 16567 // ParentHyperParameterTuningJobs is a required field 16568 ParentHyperParameterTuningJobs []*ParentHyperParameterTuningJob `min:"1" type:"list" required:"true"` 16569 16570 // Specifies one of the following: 16571 // 16572 // IDENTICAL_DATA_AND_ALGORITHM 16573 // 16574 // The new hyperparameter tuning job uses the same input data and training image 16575 // as the parent tuning jobs. You can change the hyperparameter ranges to search 16576 // and the maximum number of training jobs that the hyperparameter tuning job 16577 // launches. You cannot use a new version of the training algorithm, unless 16578 // the changes in the new version do not affect the algorithm itself. For example, 16579 // changes that improve logging or adding support for a different data format 16580 // are allowed. You can also change hyperparameters from tunable to static, 16581 // and from static to tunable, but the total number of static plus tunable hyperparameters 16582 // must remain the same as it is in all parent jobs. The objective metric for 16583 // the new tuning job must be the same as for all parent jobs. 16584 // 16585 // TRANSFER_LEARNING 16586 // 16587 // The new hyperparameter tuning job can include input data, hyperparameter 16588 // ranges, maximum number of concurrent training jobs, and maximum number of 16589 // training jobs that are different than those of its parent hyperparameter 16590 // tuning jobs. The training image can also be a different version from the 16591 // version used in the parent hyperparameter tuning job. You can also change 16592 // hyperparameters from tunable to static, and from static to tunable, but the 16593 // total number of static plus tunable hyperparameters must remain the same 16594 // as it is in all parent jobs. The objective metric for the new tuning job 16595 // must be the same as for all parent jobs. 16596 // 16597 // WarmStartType is a required field 16598 WarmStartType *string `type:"string" required:"true" enum:"HyperParameterTuningJobWarmStartType"` 16599} 16600 16601// String returns the string representation 16602func (s HyperParameterTuningJobWarmStartConfig) String() string { 16603 return awsutil.Prettify(s) 16604} 16605 16606// GoString returns the string representation 16607func (s HyperParameterTuningJobWarmStartConfig) GoString() string { 16608 return s.String() 16609} 16610 16611// Validate inspects the fields of the type to determine if they are valid. 16612func (s *HyperParameterTuningJobWarmStartConfig) Validate() error { 16613 invalidParams := request.ErrInvalidParams{Context: "HyperParameterTuningJobWarmStartConfig"} 16614 if s.ParentHyperParameterTuningJobs == nil { 16615 invalidParams.Add(request.NewErrParamRequired("ParentHyperParameterTuningJobs")) 16616 } 16617 if s.ParentHyperParameterTuningJobs != nil && len(s.ParentHyperParameterTuningJobs) < 1 { 16618 invalidParams.Add(request.NewErrParamMinLen("ParentHyperParameterTuningJobs", 1)) 16619 } 16620 if s.WarmStartType == nil { 16621 invalidParams.Add(request.NewErrParamRequired("WarmStartType")) 16622 } 16623 if s.ParentHyperParameterTuningJobs != nil { 16624 for i, v := range s.ParentHyperParameterTuningJobs { 16625 if v == nil { 16626 continue 16627 } 16628 if err := v.Validate(); err != nil { 16629 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ParentHyperParameterTuningJobs", i), err.(request.ErrInvalidParams)) 16630 } 16631 } 16632 } 16633 16634 if invalidParams.Len() > 0 { 16635 return invalidParams 16636 } 16637 return nil 16638} 16639 16640// SetParentHyperParameterTuningJobs sets the ParentHyperParameterTuningJobs field's value. 16641func (s *HyperParameterTuningJobWarmStartConfig) SetParentHyperParameterTuningJobs(v []*ParentHyperParameterTuningJob) *HyperParameterTuningJobWarmStartConfig { 16642 s.ParentHyperParameterTuningJobs = v 16643 return s 16644} 16645 16646// SetWarmStartType sets the WarmStartType field's value. 16647func (s *HyperParameterTuningJobWarmStartConfig) SetWarmStartType(v string) *HyperParameterTuningJobWarmStartConfig { 16648 s.WarmStartType = &v 16649 return s 16650} 16651 16652// Defines how to perform inference generation after a training job is run. 16653type InferenceSpecification struct { 16654 _ struct{} `type:"structure"` 16655 16656 // The Amazon ECR registry path of the Docker image that contains the inference 16657 // code. 16658 // 16659 // Containers is a required field 16660 Containers []*ModelPackageContainerDefinition `min:"1" type:"list" required:"true"` 16661 16662 // The supported MIME types for the input data. 16663 // 16664 // SupportedContentTypes is a required field 16665 SupportedContentTypes []*string `type:"list" required:"true"` 16666 16667 // A list of the instance types that are used to generate inferences in real-time. 16668 // 16669 // SupportedRealtimeInferenceInstanceTypes is a required field 16670 SupportedRealtimeInferenceInstanceTypes []*string `type:"list" required:"true"` 16671 16672 // The supported MIME types for the output data. 16673 // 16674 // SupportedResponseMIMETypes is a required field 16675 SupportedResponseMIMETypes []*string `type:"list" required:"true"` 16676 16677 // A list of the instance types on which a transformation job can be run or 16678 // on which an endpoint can be deployed. 16679 // 16680 // SupportedTransformInstanceTypes is a required field 16681 SupportedTransformInstanceTypes []*string `min:"1" type:"list" required:"true"` 16682} 16683 16684// String returns the string representation 16685func (s InferenceSpecification) String() string { 16686 return awsutil.Prettify(s) 16687} 16688 16689// GoString returns the string representation 16690func (s InferenceSpecification) GoString() string { 16691 return s.String() 16692} 16693 16694// Validate inspects the fields of the type to determine if they are valid. 16695func (s *InferenceSpecification) Validate() error { 16696 invalidParams := request.ErrInvalidParams{Context: "InferenceSpecification"} 16697 if s.Containers == nil { 16698 invalidParams.Add(request.NewErrParamRequired("Containers")) 16699 } 16700 if s.Containers != nil && len(s.Containers) < 1 { 16701 invalidParams.Add(request.NewErrParamMinLen("Containers", 1)) 16702 } 16703 if s.SupportedContentTypes == nil { 16704 invalidParams.Add(request.NewErrParamRequired("SupportedContentTypes")) 16705 } 16706 if s.SupportedRealtimeInferenceInstanceTypes == nil { 16707 invalidParams.Add(request.NewErrParamRequired("SupportedRealtimeInferenceInstanceTypes")) 16708 } 16709 if s.SupportedResponseMIMETypes == nil { 16710 invalidParams.Add(request.NewErrParamRequired("SupportedResponseMIMETypes")) 16711 } 16712 if s.SupportedTransformInstanceTypes == nil { 16713 invalidParams.Add(request.NewErrParamRequired("SupportedTransformInstanceTypes")) 16714 } 16715 if s.SupportedTransformInstanceTypes != nil && len(s.SupportedTransformInstanceTypes) < 1 { 16716 invalidParams.Add(request.NewErrParamMinLen("SupportedTransformInstanceTypes", 1)) 16717 } 16718 if s.Containers != nil { 16719 for i, v := range s.Containers { 16720 if v == nil { 16721 continue 16722 } 16723 if err := v.Validate(); err != nil { 16724 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Containers", i), err.(request.ErrInvalidParams)) 16725 } 16726 } 16727 } 16728 16729 if invalidParams.Len() > 0 { 16730 return invalidParams 16731 } 16732 return nil 16733} 16734 16735// SetContainers sets the Containers field's value. 16736func (s *InferenceSpecification) SetContainers(v []*ModelPackageContainerDefinition) *InferenceSpecification { 16737 s.Containers = v 16738 return s 16739} 16740 16741// SetSupportedContentTypes sets the SupportedContentTypes field's value. 16742func (s *InferenceSpecification) SetSupportedContentTypes(v []*string) *InferenceSpecification { 16743 s.SupportedContentTypes = v 16744 return s 16745} 16746 16747// SetSupportedRealtimeInferenceInstanceTypes sets the SupportedRealtimeInferenceInstanceTypes field's value. 16748func (s *InferenceSpecification) SetSupportedRealtimeInferenceInstanceTypes(v []*string) *InferenceSpecification { 16749 s.SupportedRealtimeInferenceInstanceTypes = v 16750 return s 16751} 16752 16753// SetSupportedResponseMIMETypes sets the SupportedResponseMIMETypes field's value. 16754func (s *InferenceSpecification) SetSupportedResponseMIMETypes(v []*string) *InferenceSpecification { 16755 s.SupportedResponseMIMETypes = v 16756 return s 16757} 16758 16759// SetSupportedTransformInstanceTypes sets the SupportedTransformInstanceTypes field's value. 16760func (s *InferenceSpecification) SetSupportedTransformInstanceTypes(v []*string) *InferenceSpecification { 16761 s.SupportedTransformInstanceTypes = v 16762 return s 16763} 16764 16765// Contains information about the location of input model artifacts, the name 16766// and shape of the expected data inputs, and the framework in which the model 16767// was trained. 16768type InputConfig struct { 16769 _ struct{} `type:"structure"` 16770 16771 // Specifies the name and shape of the expected data inputs for your trained 16772 // model with a JSON dictionary form. The data inputs are InputConfig$Framework 16773 // specific. 16774 // 16775 // * TensorFlow: You must specify the name and shape (NHWC format) of the 16776 // expected data inputs using a dictionary format for your trained model. 16777 // The dictionary formats required for the console and CLI are different. 16778 // Examples for one input: If using the console, {"input":[1,1024,1024,3]} 16779 // If using the CLI, {\"input\":[1,1024,1024,3]} Examples for two inputs: 16780 // If using the console, {"data1": [1,28,28,1], "data2":[1,28,28,1]} If using 16781 // the CLI, {\"data1\": [1,28,28,1], \"data2\":[1,28,28,1]} 16782 // 16783 // * MXNET/ONNX: You must specify the name and shape (NCHW format) of the 16784 // expected data inputs in order using a dictionary format for your trained 16785 // model. The dictionary formats required for the console and CLI are different. 16786 // Examples for one input: If using the console, {"data":[1,3,1024,1024]} 16787 // If using the CLI, {\"data\":[1,3,1024,1024]} Examples for two inputs: 16788 // If using the console, {"var1": [1,1,28,28], "var2":[1,1,28,28]} If using 16789 // the CLI, {\"var1\": [1,1,28,28], \"var2\":[1,1,28,28]} 16790 // 16791 // * PyTorch: You can either specify the name and shape (NCHW format) of 16792 // expected data inputs in order using a dictionary format for your trained 16793 // model or you can specify the shape only using a list format. The dictionary 16794 // formats required for the console and CLI are different. The list formats 16795 // for the console and CLI are the same. Examples for one input in dictionary 16796 // format: If using the console, {"input0":[1,3,224,224]} If using the CLI, 16797 // {\"input0\":[1,3,224,224]} Example for one input in list format: [[1,3,224,224]] 16798 // Examples for two inputs in dictionary format: If using the console, {"input0":[1,3,224,224], 16799 // "input1":[1,3,224,224]} If using the CLI, {\"input0\":[1,3,224,224], \"input1\":[1,3,224,224]} 16800 // Example for two inputs in list format: [[1,3,224,224], [1,3,224,224]] 16801 // 16802 // * XGBOOST: input data name and shape are not needed. 16803 // 16804 // DataInputConfig is a required field 16805 DataInputConfig *string `min:"1" type:"string" required:"true"` 16806 16807 // Identifies the framework in which the model was trained. For example: TENSORFLOW. 16808 // 16809 // Framework is a required field 16810 Framework *string `type:"string" required:"true" enum:"Framework"` 16811 16812 // The S3 path where the model artifacts, which result from model training, 16813 // are stored. This path must point to a single gzip compressed tar archive 16814 // (.tar.gz suffix). 16815 // 16816 // S3Uri is a required field 16817 S3Uri *string `type:"string" required:"true"` 16818} 16819 16820// String returns the string representation 16821func (s InputConfig) String() string { 16822 return awsutil.Prettify(s) 16823} 16824 16825// GoString returns the string representation 16826func (s InputConfig) GoString() string { 16827 return s.String() 16828} 16829 16830// Validate inspects the fields of the type to determine if they are valid. 16831func (s *InputConfig) Validate() error { 16832 invalidParams := request.ErrInvalidParams{Context: "InputConfig"} 16833 if s.DataInputConfig == nil { 16834 invalidParams.Add(request.NewErrParamRequired("DataInputConfig")) 16835 } 16836 if s.DataInputConfig != nil && len(*s.DataInputConfig) < 1 { 16837 invalidParams.Add(request.NewErrParamMinLen("DataInputConfig", 1)) 16838 } 16839 if s.Framework == nil { 16840 invalidParams.Add(request.NewErrParamRequired("Framework")) 16841 } 16842 if s.S3Uri == nil { 16843 invalidParams.Add(request.NewErrParamRequired("S3Uri")) 16844 } 16845 16846 if invalidParams.Len() > 0 { 16847 return invalidParams 16848 } 16849 return nil 16850} 16851 16852// SetDataInputConfig sets the DataInputConfig field's value. 16853func (s *InputConfig) SetDataInputConfig(v string) *InputConfig { 16854 s.DataInputConfig = &v 16855 return s 16856} 16857 16858// SetFramework sets the Framework field's value. 16859func (s *InputConfig) SetFramework(v string) *InputConfig { 16860 s.Framework = &v 16861 return s 16862} 16863 16864// SetS3Uri sets the S3Uri field's value. 16865func (s *InputConfig) SetS3Uri(v string) *InputConfig { 16866 s.S3Uri = &v 16867 return s 16868} 16869 16870// For a hyperparameter of the integer type, specifies the range that a hyperparameter 16871// tuning job searches. 16872type IntegerParameterRange struct { 16873 _ struct{} `type:"structure"` 16874 16875 // The maximum value of the hyperparameter to search. 16876 // 16877 // MaxValue is a required field 16878 MaxValue *string `type:"string" required:"true"` 16879 16880 // The minimum value of the hyperparameter to search. 16881 // 16882 // MinValue is a required field 16883 MinValue *string `type:"string" required:"true"` 16884 16885 // The name of the hyperparameter to search. 16886 // 16887 // Name is a required field 16888 Name *string `type:"string" required:"true"` 16889 16890 // The scale that hyperparameter tuning uses to search the hyperparameter range. 16891 // For information about choosing a hyperparameter scale, see Hyperparameter 16892 // Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). 16893 // One of the following values: 16894 // 16895 // Auto 16896 // 16897 // Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter. 16898 // 16899 // Linear 16900 // 16901 // Hyperparameter tuning searches the values in the hyperparameter range by 16902 // using a linear scale. 16903 // 16904 // Logarithmic 16905 // 16906 // Hyperparemeter tuning searches the values in the hyperparameter range by 16907 // using a logarithmic scale. 16908 // 16909 // Logarithmic scaling works only for ranges that have only values greater than 16910 // 0. 16911 ScalingType *string `type:"string" enum:"HyperParameterScalingType"` 16912} 16913 16914// String returns the string representation 16915func (s IntegerParameterRange) String() string { 16916 return awsutil.Prettify(s) 16917} 16918 16919// GoString returns the string representation 16920func (s IntegerParameterRange) GoString() string { 16921 return s.String() 16922} 16923 16924// Validate inspects the fields of the type to determine if they are valid. 16925func (s *IntegerParameterRange) Validate() error { 16926 invalidParams := request.ErrInvalidParams{Context: "IntegerParameterRange"} 16927 if s.MaxValue == nil { 16928 invalidParams.Add(request.NewErrParamRequired("MaxValue")) 16929 } 16930 if s.MinValue == nil { 16931 invalidParams.Add(request.NewErrParamRequired("MinValue")) 16932 } 16933 if s.Name == nil { 16934 invalidParams.Add(request.NewErrParamRequired("Name")) 16935 } 16936 16937 if invalidParams.Len() > 0 { 16938 return invalidParams 16939 } 16940 return nil 16941} 16942 16943// SetMaxValue sets the MaxValue field's value. 16944func (s *IntegerParameterRange) SetMaxValue(v string) *IntegerParameterRange { 16945 s.MaxValue = &v 16946 return s 16947} 16948 16949// SetMinValue sets the MinValue field's value. 16950func (s *IntegerParameterRange) SetMinValue(v string) *IntegerParameterRange { 16951 s.MinValue = &v 16952 return s 16953} 16954 16955// SetName sets the Name field's value. 16956func (s *IntegerParameterRange) SetName(v string) *IntegerParameterRange { 16957 s.Name = &v 16958 return s 16959} 16960 16961// SetScalingType sets the ScalingType field's value. 16962func (s *IntegerParameterRange) SetScalingType(v string) *IntegerParameterRange { 16963 s.ScalingType = &v 16964 return s 16965} 16966 16967// Defines the possible values for an integer hyperparameter. 16968type IntegerParameterRangeSpecification struct { 16969 _ struct{} `type:"structure"` 16970 16971 // The maximum integer value allowed. 16972 // 16973 // MaxValue is a required field 16974 MaxValue *string `type:"string" required:"true"` 16975 16976 // The minimum integer value allowed. 16977 // 16978 // MinValue is a required field 16979 MinValue *string `type:"string" required:"true"` 16980} 16981 16982// String returns the string representation 16983func (s IntegerParameterRangeSpecification) String() string { 16984 return awsutil.Prettify(s) 16985} 16986 16987// GoString returns the string representation 16988func (s IntegerParameterRangeSpecification) GoString() string { 16989 return s.String() 16990} 16991 16992// Validate inspects the fields of the type to determine if they are valid. 16993func (s *IntegerParameterRangeSpecification) Validate() error { 16994 invalidParams := request.ErrInvalidParams{Context: "IntegerParameterRangeSpecification"} 16995 if s.MaxValue == nil { 16996 invalidParams.Add(request.NewErrParamRequired("MaxValue")) 16997 } 16998 if s.MinValue == nil { 16999 invalidParams.Add(request.NewErrParamRequired("MinValue")) 17000 } 17001 17002 if invalidParams.Len() > 0 { 17003 return invalidParams 17004 } 17005 return nil 17006} 17007 17008// SetMaxValue sets the MaxValue field's value. 17009func (s *IntegerParameterRangeSpecification) SetMaxValue(v string) *IntegerParameterRangeSpecification { 17010 s.MaxValue = &v 17011 return s 17012} 17013 17014// SetMinValue sets the MinValue field's value. 17015func (s *IntegerParameterRangeSpecification) SetMinValue(v string) *IntegerParameterRangeSpecification { 17016 s.MinValue = &v 17017 return s 17018} 17019 17020// Provides a breakdown of the number of objects labeled. 17021type LabelCounters struct { 17022 _ struct{} `type:"structure"` 17023 17024 // The total number of objects that could not be labeled due to an error. 17025 FailedNonRetryableError *int64 `type:"integer"` 17026 17027 // The total number of objects labeled by a human worker. 17028 HumanLabeled *int64 `type:"integer"` 17029 17030 // The total number of objects labeled by automated data labeling. 17031 MachineLabeled *int64 `type:"integer"` 17032 17033 // The total number of objects labeled. 17034 TotalLabeled *int64 `type:"integer"` 17035 17036 // The total number of objects not yet labeled. 17037 Unlabeled *int64 `type:"integer"` 17038} 17039 17040// String returns the string representation 17041func (s LabelCounters) String() string { 17042 return awsutil.Prettify(s) 17043} 17044 17045// GoString returns the string representation 17046func (s LabelCounters) GoString() string { 17047 return s.String() 17048} 17049 17050// SetFailedNonRetryableError sets the FailedNonRetryableError field's value. 17051func (s *LabelCounters) SetFailedNonRetryableError(v int64) *LabelCounters { 17052 s.FailedNonRetryableError = &v 17053 return s 17054} 17055 17056// SetHumanLabeled sets the HumanLabeled field's value. 17057func (s *LabelCounters) SetHumanLabeled(v int64) *LabelCounters { 17058 s.HumanLabeled = &v 17059 return s 17060} 17061 17062// SetMachineLabeled sets the MachineLabeled field's value. 17063func (s *LabelCounters) SetMachineLabeled(v int64) *LabelCounters { 17064 s.MachineLabeled = &v 17065 return s 17066} 17067 17068// SetTotalLabeled sets the TotalLabeled field's value. 17069func (s *LabelCounters) SetTotalLabeled(v int64) *LabelCounters { 17070 s.TotalLabeled = &v 17071 return s 17072} 17073 17074// SetUnlabeled sets the Unlabeled field's value. 17075func (s *LabelCounters) SetUnlabeled(v int64) *LabelCounters { 17076 s.Unlabeled = &v 17077 return s 17078} 17079 17080// Provides counts for human-labeled tasks in the labeling job. 17081type LabelCountersForWorkteam struct { 17082 _ struct{} `type:"structure"` 17083 17084 // The total number of data objects labeled by a human worker. 17085 HumanLabeled *int64 `type:"integer"` 17086 17087 // The total number of data objects that need to be labeled by a human worker. 17088 PendingHuman *int64 `type:"integer"` 17089 17090 // The total number of tasks in the labeling job. 17091 Total *int64 `type:"integer"` 17092} 17093 17094// String returns the string representation 17095func (s LabelCountersForWorkteam) String() string { 17096 return awsutil.Prettify(s) 17097} 17098 17099// GoString returns the string representation 17100func (s LabelCountersForWorkteam) GoString() string { 17101 return s.String() 17102} 17103 17104// SetHumanLabeled sets the HumanLabeled field's value. 17105func (s *LabelCountersForWorkteam) SetHumanLabeled(v int64) *LabelCountersForWorkteam { 17106 s.HumanLabeled = &v 17107 return s 17108} 17109 17110// SetPendingHuman sets the PendingHuman field's value. 17111func (s *LabelCountersForWorkteam) SetPendingHuman(v int64) *LabelCountersForWorkteam { 17112 s.PendingHuman = &v 17113 return s 17114} 17115 17116// SetTotal sets the Total field's value. 17117func (s *LabelCountersForWorkteam) SetTotal(v int64) *LabelCountersForWorkteam { 17118 s.Total = &v 17119 return s 17120} 17121 17122// Provides configuration information for auto-labeling of your data objects. 17123// A LabelingJobAlgorithmsConfig object must be supplied in order to use auto-labeling. 17124type LabelingJobAlgorithmsConfig struct { 17125 _ struct{} `type:"structure"` 17126 17127 // At the end of an auto-label job Amazon SageMaker Ground Truth sends the Amazon 17128 // Resource Nam (ARN) of the final model used for auto-labeling. You can use 17129 // this model as the starting point for subsequent similar jobs by providing 17130 // the ARN of the model here. 17131 InitialActiveLearningModelArn *string `min:"20" type:"string"` 17132 17133 // Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling. 17134 // You must select one of the following ARNs: 17135 // 17136 // * Image classification arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/image-classification 17137 // 17138 // * Text classification arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/text-classification 17139 // 17140 // * Object detection arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/object-detection 17141 // 17142 // * Semantic Segmentation arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/semantic-segmentation 17143 // 17144 // LabelingJobAlgorithmSpecificationArn is a required field 17145 LabelingJobAlgorithmSpecificationArn *string `type:"string" required:"true"` 17146 17147 // Provides configuration information for a labeling job. 17148 LabelingJobResourceConfig *LabelingJobResourceConfig `type:"structure"` 17149} 17150 17151// String returns the string representation 17152func (s LabelingJobAlgorithmsConfig) String() string { 17153 return awsutil.Prettify(s) 17154} 17155 17156// GoString returns the string representation 17157func (s LabelingJobAlgorithmsConfig) GoString() string { 17158 return s.String() 17159} 17160 17161// Validate inspects the fields of the type to determine if they are valid. 17162func (s *LabelingJobAlgorithmsConfig) Validate() error { 17163 invalidParams := request.ErrInvalidParams{Context: "LabelingJobAlgorithmsConfig"} 17164 if s.InitialActiveLearningModelArn != nil && len(*s.InitialActiveLearningModelArn) < 20 { 17165 invalidParams.Add(request.NewErrParamMinLen("InitialActiveLearningModelArn", 20)) 17166 } 17167 if s.LabelingJobAlgorithmSpecificationArn == nil { 17168 invalidParams.Add(request.NewErrParamRequired("LabelingJobAlgorithmSpecificationArn")) 17169 } 17170 17171 if invalidParams.Len() > 0 { 17172 return invalidParams 17173 } 17174 return nil 17175} 17176 17177// SetInitialActiveLearningModelArn sets the InitialActiveLearningModelArn field's value. 17178func (s *LabelingJobAlgorithmsConfig) SetInitialActiveLearningModelArn(v string) *LabelingJobAlgorithmsConfig { 17179 s.InitialActiveLearningModelArn = &v 17180 return s 17181} 17182 17183// SetLabelingJobAlgorithmSpecificationArn sets the LabelingJobAlgorithmSpecificationArn field's value. 17184func (s *LabelingJobAlgorithmsConfig) SetLabelingJobAlgorithmSpecificationArn(v string) *LabelingJobAlgorithmsConfig { 17185 s.LabelingJobAlgorithmSpecificationArn = &v 17186 return s 17187} 17188 17189// SetLabelingJobResourceConfig sets the LabelingJobResourceConfig field's value. 17190func (s *LabelingJobAlgorithmsConfig) SetLabelingJobResourceConfig(v *LabelingJobResourceConfig) *LabelingJobAlgorithmsConfig { 17191 s.LabelingJobResourceConfig = v 17192 return s 17193} 17194 17195// Attributes of the data specified by the customer. Use these to describe the 17196// data to be labeled. 17197type LabelingJobDataAttributes struct { 17198 _ struct{} `type:"structure"` 17199 17200 // Declares that your content is free of personally identifiable information 17201 // or adult content. Amazon SageMaker may restrict the Amazon Mechanical Turk 17202 // workers that can view your task based on this information. 17203 ContentClassifiers []*string `type:"list"` 17204} 17205 17206// String returns the string representation 17207func (s LabelingJobDataAttributes) String() string { 17208 return awsutil.Prettify(s) 17209} 17210 17211// GoString returns the string representation 17212func (s LabelingJobDataAttributes) GoString() string { 17213 return s.String() 17214} 17215 17216// SetContentClassifiers sets the ContentClassifiers field's value. 17217func (s *LabelingJobDataAttributes) SetContentClassifiers(v []*string) *LabelingJobDataAttributes { 17218 s.ContentClassifiers = v 17219 return s 17220} 17221 17222// Provides information about the location of input data. 17223type LabelingJobDataSource struct { 17224 _ struct{} `type:"structure"` 17225 17226 // The Amazon S3 location of the input data objects. 17227 // 17228 // S3DataSource is a required field 17229 S3DataSource *LabelingJobS3DataSource `type:"structure" required:"true"` 17230} 17231 17232// String returns the string representation 17233func (s LabelingJobDataSource) String() string { 17234 return awsutil.Prettify(s) 17235} 17236 17237// GoString returns the string representation 17238func (s LabelingJobDataSource) GoString() string { 17239 return s.String() 17240} 17241 17242// Validate inspects the fields of the type to determine if they are valid. 17243func (s *LabelingJobDataSource) Validate() error { 17244 invalidParams := request.ErrInvalidParams{Context: "LabelingJobDataSource"} 17245 if s.S3DataSource == nil { 17246 invalidParams.Add(request.NewErrParamRequired("S3DataSource")) 17247 } 17248 if s.S3DataSource != nil { 17249 if err := s.S3DataSource.Validate(); err != nil { 17250 invalidParams.AddNested("S3DataSource", err.(request.ErrInvalidParams)) 17251 } 17252 } 17253 17254 if invalidParams.Len() > 0 { 17255 return invalidParams 17256 } 17257 return nil 17258} 17259 17260// SetS3DataSource sets the S3DataSource field's value. 17261func (s *LabelingJobDataSource) SetS3DataSource(v *LabelingJobS3DataSource) *LabelingJobDataSource { 17262 s.S3DataSource = v 17263 return s 17264} 17265 17266// Provides summary information for a work team. 17267type LabelingJobForWorkteamSummary struct { 17268 _ struct{} `type:"structure"` 17269 17270 // The date and time that the labeling job was created. 17271 // 17272 // CreationTime is a required field 17273 CreationTime *time.Time `type:"timestamp" required:"true"` 17274 17275 // A unique identifier for a labeling job. You can use this to refer to a specific 17276 // labeling job. 17277 // 17278 // JobReferenceCode is a required field 17279 JobReferenceCode *string `min:"1" type:"string" required:"true"` 17280 17281 // Provides information about the progress of a labeling job. 17282 LabelCounters *LabelCountersForWorkteam `type:"structure"` 17283 17284 // The name of the labeling job that the work team is assigned to. 17285 LabelingJobName *string `min:"1" type:"string"` 17286 17287 // The configured number of workers per data object. 17288 NumberOfHumanWorkersPerDataObject *int64 `min:"1" type:"integer"` 17289 17290 // WorkRequesterAccountId is a required field 17291 WorkRequesterAccountId *string `type:"string" required:"true"` 17292} 17293 17294// String returns the string representation 17295func (s LabelingJobForWorkteamSummary) String() string { 17296 return awsutil.Prettify(s) 17297} 17298 17299// GoString returns the string representation 17300func (s LabelingJobForWorkteamSummary) GoString() string { 17301 return s.String() 17302} 17303 17304// SetCreationTime sets the CreationTime field's value. 17305func (s *LabelingJobForWorkteamSummary) SetCreationTime(v time.Time) *LabelingJobForWorkteamSummary { 17306 s.CreationTime = &v 17307 return s 17308} 17309 17310// SetJobReferenceCode sets the JobReferenceCode field's value. 17311func (s *LabelingJobForWorkteamSummary) SetJobReferenceCode(v string) *LabelingJobForWorkteamSummary { 17312 s.JobReferenceCode = &v 17313 return s 17314} 17315 17316// SetLabelCounters sets the LabelCounters field's value. 17317func (s *LabelingJobForWorkteamSummary) SetLabelCounters(v *LabelCountersForWorkteam) *LabelingJobForWorkteamSummary { 17318 s.LabelCounters = v 17319 return s 17320} 17321 17322// SetLabelingJobName sets the LabelingJobName field's value. 17323func (s *LabelingJobForWorkteamSummary) SetLabelingJobName(v string) *LabelingJobForWorkteamSummary { 17324 s.LabelingJobName = &v 17325 return s 17326} 17327 17328// SetNumberOfHumanWorkersPerDataObject sets the NumberOfHumanWorkersPerDataObject field's value. 17329func (s *LabelingJobForWorkteamSummary) SetNumberOfHumanWorkersPerDataObject(v int64) *LabelingJobForWorkteamSummary { 17330 s.NumberOfHumanWorkersPerDataObject = &v 17331 return s 17332} 17333 17334// SetWorkRequesterAccountId sets the WorkRequesterAccountId field's value. 17335func (s *LabelingJobForWorkteamSummary) SetWorkRequesterAccountId(v string) *LabelingJobForWorkteamSummary { 17336 s.WorkRequesterAccountId = &v 17337 return s 17338} 17339 17340// Input configuration information for a labeling job. 17341type LabelingJobInputConfig struct { 17342 _ struct{} `type:"structure"` 17343 17344 // Attributes of the data specified by the customer. 17345 DataAttributes *LabelingJobDataAttributes `type:"structure"` 17346 17347 // The location of the input data. 17348 // 17349 // DataSource is a required field 17350 DataSource *LabelingJobDataSource `type:"structure" required:"true"` 17351} 17352 17353// String returns the string representation 17354func (s LabelingJobInputConfig) String() string { 17355 return awsutil.Prettify(s) 17356} 17357 17358// GoString returns the string representation 17359func (s LabelingJobInputConfig) GoString() string { 17360 return s.String() 17361} 17362 17363// Validate inspects the fields of the type to determine if they are valid. 17364func (s *LabelingJobInputConfig) Validate() error { 17365 invalidParams := request.ErrInvalidParams{Context: "LabelingJobInputConfig"} 17366 if s.DataSource == nil { 17367 invalidParams.Add(request.NewErrParamRequired("DataSource")) 17368 } 17369 if s.DataSource != nil { 17370 if err := s.DataSource.Validate(); err != nil { 17371 invalidParams.AddNested("DataSource", err.(request.ErrInvalidParams)) 17372 } 17373 } 17374 17375 if invalidParams.Len() > 0 { 17376 return invalidParams 17377 } 17378 return nil 17379} 17380 17381// SetDataAttributes sets the DataAttributes field's value. 17382func (s *LabelingJobInputConfig) SetDataAttributes(v *LabelingJobDataAttributes) *LabelingJobInputConfig { 17383 s.DataAttributes = v 17384 return s 17385} 17386 17387// SetDataSource sets the DataSource field's value. 17388func (s *LabelingJobInputConfig) SetDataSource(v *LabelingJobDataSource) *LabelingJobInputConfig { 17389 s.DataSource = v 17390 return s 17391} 17392 17393// Specifies the location of the output produced by the labeling job. 17394type LabelingJobOutput struct { 17395 _ struct{} `type:"structure"` 17396 17397 // The Amazon Resource Name (ARN) for the most recent Amazon SageMaker model 17398 // trained as part of automated data labeling. 17399 FinalActiveLearningModelArn *string `min:"20" type:"string"` 17400 17401 // The Amazon S3 bucket location of the manifest file for labeled data. 17402 // 17403 // OutputDatasetS3Uri is a required field 17404 OutputDatasetS3Uri *string `type:"string" required:"true"` 17405} 17406 17407// String returns the string representation 17408func (s LabelingJobOutput) String() string { 17409 return awsutil.Prettify(s) 17410} 17411 17412// GoString returns the string representation 17413func (s LabelingJobOutput) GoString() string { 17414 return s.String() 17415} 17416 17417// SetFinalActiveLearningModelArn sets the FinalActiveLearningModelArn field's value. 17418func (s *LabelingJobOutput) SetFinalActiveLearningModelArn(v string) *LabelingJobOutput { 17419 s.FinalActiveLearningModelArn = &v 17420 return s 17421} 17422 17423// SetOutputDatasetS3Uri sets the OutputDatasetS3Uri field's value. 17424func (s *LabelingJobOutput) SetOutputDatasetS3Uri(v string) *LabelingJobOutput { 17425 s.OutputDatasetS3Uri = &v 17426 return s 17427} 17428 17429// Output configuration information for a labeling job. 17430type LabelingJobOutputConfig struct { 17431 _ struct{} `type:"structure"` 17432 17433 // The AWS Key Management Service ID of the key used to encrypt the output data, 17434 // if any. 17435 // 17436 // If you use a KMS key ID or an alias of your master key, the Amazon SageMaker 17437 // execution role must include permissions to call kms:Encrypt. If you don't 17438 // provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon 17439 // S3 for your role's account. Amazon SageMaker uses server-side encryption 17440 // with KMS-managed keys for LabelingJobOutputConfig. If you use a bucket policy 17441 // with an s3:PutObject permission that only allows objects with server-side 17442 // encryption, set the condition key of s3:x-amz-server-side-encryption to "aws:kms". 17443 // For more information, see KMS-Managed Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html) 17444 // in the Amazon Simple Storage Service Developer Guide. 17445 // 17446 // The KMS key policy must grant permission to the IAM role that you specify 17447 // in your CreateLabelingJob request. For more information, see Using Key Policies 17448 // in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html) 17449 // in the AWS Key Management Service Developer Guide. 17450 KmsKeyId *string `type:"string"` 17451 17452 // The Amazon S3 location to write output data. 17453 // 17454 // S3OutputPath is a required field 17455 S3OutputPath *string `type:"string" required:"true"` 17456} 17457 17458// String returns the string representation 17459func (s LabelingJobOutputConfig) String() string { 17460 return awsutil.Prettify(s) 17461} 17462 17463// GoString returns the string representation 17464func (s LabelingJobOutputConfig) GoString() string { 17465 return s.String() 17466} 17467 17468// Validate inspects the fields of the type to determine if they are valid. 17469func (s *LabelingJobOutputConfig) Validate() error { 17470 invalidParams := request.ErrInvalidParams{Context: "LabelingJobOutputConfig"} 17471 if s.S3OutputPath == nil { 17472 invalidParams.Add(request.NewErrParamRequired("S3OutputPath")) 17473 } 17474 17475 if invalidParams.Len() > 0 { 17476 return invalidParams 17477 } 17478 return nil 17479} 17480 17481// SetKmsKeyId sets the KmsKeyId field's value. 17482func (s *LabelingJobOutputConfig) SetKmsKeyId(v string) *LabelingJobOutputConfig { 17483 s.KmsKeyId = &v 17484 return s 17485} 17486 17487// SetS3OutputPath sets the S3OutputPath field's value. 17488func (s *LabelingJobOutputConfig) SetS3OutputPath(v string) *LabelingJobOutputConfig { 17489 s.S3OutputPath = &v 17490 return s 17491} 17492 17493// Provides configuration information for labeling jobs. 17494type LabelingJobResourceConfig struct { 17495 _ struct{} `type:"structure"` 17496 17497 // The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to 17498 // encrypt data on the storage volume attached to the ML compute instance(s) 17499 // that run the training job. The VolumeKmsKeyId can be any of the following 17500 // formats: 17501 // 17502 // * // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab" 17503 // 17504 // * // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab" 17505 VolumeKmsKeyId *string `type:"string"` 17506} 17507 17508// String returns the string representation 17509func (s LabelingJobResourceConfig) String() string { 17510 return awsutil.Prettify(s) 17511} 17512 17513// GoString returns the string representation 17514func (s LabelingJobResourceConfig) GoString() string { 17515 return s.String() 17516} 17517 17518// SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value. 17519func (s *LabelingJobResourceConfig) SetVolumeKmsKeyId(v string) *LabelingJobResourceConfig { 17520 s.VolumeKmsKeyId = &v 17521 return s 17522} 17523 17524// The Amazon S3 location of the input data objects. 17525type LabelingJobS3DataSource struct { 17526 _ struct{} `type:"structure"` 17527 17528 // The Amazon S3 location of the manifest file that describes the input data 17529 // objects. 17530 // 17531 // ManifestS3Uri is a required field 17532 ManifestS3Uri *string `type:"string" required:"true"` 17533} 17534 17535// String returns the string representation 17536func (s LabelingJobS3DataSource) String() string { 17537 return awsutil.Prettify(s) 17538} 17539 17540// GoString returns the string representation 17541func (s LabelingJobS3DataSource) GoString() string { 17542 return s.String() 17543} 17544 17545// Validate inspects the fields of the type to determine if they are valid. 17546func (s *LabelingJobS3DataSource) Validate() error { 17547 invalidParams := request.ErrInvalidParams{Context: "LabelingJobS3DataSource"} 17548 if s.ManifestS3Uri == nil { 17549 invalidParams.Add(request.NewErrParamRequired("ManifestS3Uri")) 17550 } 17551 17552 if invalidParams.Len() > 0 { 17553 return invalidParams 17554 } 17555 return nil 17556} 17557 17558// SetManifestS3Uri sets the ManifestS3Uri field's value. 17559func (s *LabelingJobS3DataSource) SetManifestS3Uri(v string) *LabelingJobS3DataSource { 17560 s.ManifestS3Uri = &v 17561 return s 17562} 17563 17564// A set of conditions for stopping a labeling job. If any of the conditions 17565// are met, the job is automatically stopped. You can use these conditions to 17566// control the cost of data labeling. 17567type LabelingJobStoppingConditions struct { 17568 _ struct{} `type:"structure"` 17569 17570 // The maximum number of objects that can be labeled by human workers. 17571 MaxHumanLabeledObjectCount *int64 `min:"1" type:"integer"` 17572 17573 // The maximum number of input data objects that should be labeled. 17574 MaxPercentageOfInputDatasetLabeled *int64 `min:"1" type:"integer"` 17575} 17576 17577// String returns the string representation 17578func (s LabelingJobStoppingConditions) String() string { 17579 return awsutil.Prettify(s) 17580} 17581 17582// GoString returns the string representation 17583func (s LabelingJobStoppingConditions) GoString() string { 17584 return s.String() 17585} 17586 17587// Validate inspects the fields of the type to determine if they are valid. 17588func (s *LabelingJobStoppingConditions) Validate() error { 17589 invalidParams := request.ErrInvalidParams{Context: "LabelingJobStoppingConditions"} 17590 if s.MaxHumanLabeledObjectCount != nil && *s.MaxHumanLabeledObjectCount < 1 { 17591 invalidParams.Add(request.NewErrParamMinValue("MaxHumanLabeledObjectCount", 1)) 17592 } 17593 if s.MaxPercentageOfInputDatasetLabeled != nil && *s.MaxPercentageOfInputDatasetLabeled < 1 { 17594 invalidParams.Add(request.NewErrParamMinValue("MaxPercentageOfInputDatasetLabeled", 1)) 17595 } 17596 17597 if invalidParams.Len() > 0 { 17598 return invalidParams 17599 } 17600 return nil 17601} 17602 17603// SetMaxHumanLabeledObjectCount sets the MaxHumanLabeledObjectCount field's value. 17604func (s *LabelingJobStoppingConditions) SetMaxHumanLabeledObjectCount(v int64) *LabelingJobStoppingConditions { 17605 s.MaxHumanLabeledObjectCount = &v 17606 return s 17607} 17608 17609// SetMaxPercentageOfInputDatasetLabeled sets the MaxPercentageOfInputDatasetLabeled field's value. 17610func (s *LabelingJobStoppingConditions) SetMaxPercentageOfInputDatasetLabeled(v int64) *LabelingJobStoppingConditions { 17611 s.MaxPercentageOfInputDatasetLabeled = &v 17612 return s 17613} 17614 17615// Provides summary information about a labeling job. 17616type LabelingJobSummary struct { 17617 _ struct{} `type:"structure"` 17618 17619 // The Amazon Resource Name (ARN) of the Lambda function used to consolidate 17620 // the annotations from individual workers into a label for a data object. For 17621 // more information, see Annotation Consolidation (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html). 17622 AnnotationConsolidationLambdaArn *string `type:"string"` 17623 17624 // The date and time that the job was created (timestamp). 17625 // 17626 // CreationTime is a required field 17627 CreationTime *time.Time `type:"timestamp" required:"true"` 17628 17629 // If the LabelingJobStatus field is Failed, this field contains a description 17630 // of the error. 17631 FailureReason *string `type:"string"` 17632 17633 // Input configuration for the labeling job. 17634 InputConfig *LabelingJobInputConfig `type:"structure"` 17635 17636 // Counts showing the progress of the labeling job. 17637 // 17638 // LabelCounters is a required field 17639 LabelCounters *LabelCounters `type:"structure" required:"true"` 17640 17641 // The Amazon Resource Name (ARN) assigned to the labeling job when it was created. 17642 // 17643 // LabelingJobArn is a required field 17644 LabelingJobArn *string `type:"string" required:"true"` 17645 17646 // The name of the labeling job. 17647 // 17648 // LabelingJobName is a required field 17649 LabelingJobName *string `min:"1" type:"string" required:"true"` 17650 17651 // The location of the output produced by the labeling job. 17652 LabelingJobOutput *LabelingJobOutput `type:"structure"` 17653 17654 // The current status of the labeling job. 17655 // 17656 // LabelingJobStatus is a required field 17657 LabelingJobStatus *string `type:"string" required:"true" enum:"LabelingJobStatus"` 17658 17659 // The date and time that the job was last modified (timestamp). 17660 // 17661 // LastModifiedTime is a required field 17662 LastModifiedTime *time.Time `type:"timestamp" required:"true"` 17663 17664 // The Amazon Resource Name (ARN) of a Lambda function. The function is run 17665 // before each data object is sent to a worker. 17666 // 17667 // PreHumanTaskLambdaArn is a required field 17668 PreHumanTaskLambdaArn *string `type:"string" required:"true"` 17669 17670 // The Amazon Resource Name (ARN) of the work team assigned to the job. 17671 // 17672 // WorkteamArn is a required field 17673 WorkteamArn *string `type:"string" required:"true"` 17674} 17675 17676// String returns the string representation 17677func (s LabelingJobSummary) String() string { 17678 return awsutil.Prettify(s) 17679} 17680 17681// GoString returns the string representation 17682func (s LabelingJobSummary) GoString() string { 17683 return s.String() 17684} 17685 17686// SetAnnotationConsolidationLambdaArn sets the AnnotationConsolidationLambdaArn field's value. 17687func (s *LabelingJobSummary) SetAnnotationConsolidationLambdaArn(v string) *LabelingJobSummary { 17688 s.AnnotationConsolidationLambdaArn = &v 17689 return s 17690} 17691 17692// SetCreationTime sets the CreationTime field's value. 17693func (s *LabelingJobSummary) SetCreationTime(v time.Time) *LabelingJobSummary { 17694 s.CreationTime = &v 17695 return s 17696} 17697 17698// SetFailureReason sets the FailureReason field's value. 17699func (s *LabelingJobSummary) SetFailureReason(v string) *LabelingJobSummary { 17700 s.FailureReason = &v 17701 return s 17702} 17703 17704// SetInputConfig sets the InputConfig field's value. 17705func (s *LabelingJobSummary) SetInputConfig(v *LabelingJobInputConfig) *LabelingJobSummary { 17706 s.InputConfig = v 17707 return s 17708} 17709 17710// SetLabelCounters sets the LabelCounters field's value. 17711func (s *LabelingJobSummary) SetLabelCounters(v *LabelCounters) *LabelingJobSummary { 17712 s.LabelCounters = v 17713 return s 17714} 17715 17716// SetLabelingJobArn sets the LabelingJobArn field's value. 17717func (s *LabelingJobSummary) SetLabelingJobArn(v string) *LabelingJobSummary { 17718 s.LabelingJobArn = &v 17719 return s 17720} 17721 17722// SetLabelingJobName sets the LabelingJobName field's value. 17723func (s *LabelingJobSummary) SetLabelingJobName(v string) *LabelingJobSummary { 17724 s.LabelingJobName = &v 17725 return s 17726} 17727 17728// SetLabelingJobOutput sets the LabelingJobOutput field's value. 17729func (s *LabelingJobSummary) SetLabelingJobOutput(v *LabelingJobOutput) *LabelingJobSummary { 17730 s.LabelingJobOutput = v 17731 return s 17732} 17733 17734// SetLabelingJobStatus sets the LabelingJobStatus field's value. 17735func (s *LabelingJobSummary) SetLabelingJobStatus(v string) *LabelingJobSummary { 17736 s.LabelingJobStatus = &v 17737 return s 17738} 17739 17740// SetLastModifiedTime sets the LastModifiedTime field's value. 17741func (s *LabelingJobSummary) SetLastModifiedTime(v time.Time) *LabelingJobSummary { 17742 s.LastModifiedTime = &v 17743 return s 17744} 17745 17746// SetPreHumanTaskLambdaArn sets the PreHumanTaskLambdaArn field's value. 17747func (s *LabelingJobSummary) SetPreHumanTaskLambdaArn(v string) *LabelingJobSummary { 17748 s.PreHumanTaskLambdaArn = &v 17749 return s 17750} 17751 17752// SetWorkteamArn sets the WorkteamArn field's value. 17753func (s *LabelingJobSummary) SetWorkteamArn(v string) *LabelingJobSummary { 17754 s.WorkteamArn = &v 17755 return s 17756} 17757 17758type ListAlgorithmsInput struct { 17759 _ struct{} `type:"structure"` 17760 17761 // A filter that returns only algorithms created after the specified time (timestamp). 17762 CreationTimeAfter *time.Time `type:"timestamp"` 17763 17764 // A filter that returns only algorithms created before the specified time (timestamp). 17765 CreationTimeBefore *time.Time `type:"timestamp"` 17766 17767 // The maximum number of algorithms to return in the response. 17768 MaxResults *int64 `min:"1" type:"integer"` 17769 17770 // A string in the algorithm name. This filter returns only algorithms whose 17771 // name contains the specified string. 17772 NameContains *string `type:"string"` 17773 17774 // If the response to a previous ListAlgorithms request was truncated, the response 17775 // includes a NextToken. To retrieve the next set of algorithms, use the token 17776 // in the next request. 17777 NextToken *string `type:"string"` 17778 17779 // The parameter by which to sort the results. The default is CreationTime. 17780 SortBy *string `type:"string" enum:"AlgorithmSortBy"` 17781 17782 // The sort order for the results. The default is Ascending. 17783 SortOrder *string `type:"string" enum:"SortOrder"` 17784} 17785 17786// String returns the string representation 17787func (s ListAlgorithmsInput) String() string { 17788 return awsutil.Prettify(s) 17789} 17790 17791// GoString returns the string representation 17792func (s ListAlgorithmsInput) GoString() string { 17793 return s.String() 17794} 17795 17796// Validate inspects the fields of the type to determine if they are valid. 17797func (s *ListAlgorithmsInput) Validate() error { 17798 invalidParams := request.ErrInvalidParams{Context: "ListAlgorithmsInput"} 17799 if s.MaxResults != nil && *s.MaxResults < 1 { 17800 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 17801 } 17802 17803 if invalidParams.Len() > 0 { 17804 return invalidParams 17805 } 17806 return nil 17807} 17808 17809// SetCreationTimeAfter sets the CreationTimeAfter field's value. 17810func (s *ListAlgorithmsInput) SetCreationTimeAfter(v time.Time) *ListAlgorithmsInput { 17811 s.CreationTimeAfter = &v 17812 return s 17813} 17814 17815// SetCreationTimeBefore sets the CreationTimeBefore field's value. 17816func (s *ListAlgorithmsInput) SetCreationTimeBefore(v time.Time) *ListAlgorithmsInput { 17817 s.CreationTimeBefore = &v 17818 return s 17819} 17820 17821// SetMaxResults sets the MaxResults field's value. 17822func (s *ListAlgorithmsInput) SetMaxResults(v int64) *ListAlgorithmsInput { 17823 s.MaxResults = &v 17824 return s 17825} 17826 17827// SetNameContains sets the NameContains field's value. 17828func (s *ListAlgorithmsInput) SetNameContains(v string) *ListAlgorithmsInput { 17829 s.NameContains = &v 17830 return s 17831} 17832 17833// SetNextToken sets the NextToken field's value. 17834func (s *ListAlgorithmsInput) SetNextToken(v string) *ListAlgorithmsInput { 17835 s.NextToken = &v 17836 return s 17837} 17838 17839// SetSortBy sets the SortBy field's value. 17840func (s *ListAlgorithmsInput) SetSortBy(v string) *ListAlgorithmsInput { 17841 s.SortBy = &v 17842 return s 17843} 17844 17845// SetSortOrder sets the SortOrder field's value. 17846func (s *ListAlgorithmsInput) SetSortOrder(v string) *ListAlgorithmsInput { 17847 s.SortOrder = &v 17848 return s 17849} 17850 17851type ListAlgorithmsOutput struct { 17852 _ struct{} `type:"structure"` 17853 17854 // >An array of AlgorithmSummary objects, each of which lists an algorithm. 17855 // 17856 // AlgorithmSummaryList is a required field 17857 AlgorithmSummaryList []*AlgorithmSummary `type:"list" required:"true"` 17858 17859 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 17860 // the next set of algorithms, use it in the subsequent request. 17861 NextToken *string `type:"string"` 17862} 17863 17864// String returns the string representation 17865func (s ListAlgorithmsOutput) String() string { 17866 return awsutil.Prettify(s) 17867} 17868 17869// GoString returns the string representation 17870func (s ListAlgorithmsOutput) GoString() string { 17871 return s.String() 17872} 17873 17874// SetAlgorithmSummaryList sets the AlgorithmSummaryList field's value. 17875func (s *ListAlgorithmsOutput) SetAlgorithmSummaryList(v []*AlgorithmSummary) *ListAlgorithmsOutput { 17876 s.AlgorithmSummaryList = v 17877 return s 17878} 17879 17880// SetNextToken sets the NextToken field's value. 17881func (s *ListAlgorithmsOutput) SetNextToken(v string) *ListAlgorithmsOutput { 17882 s.NextToken = &v 17883 return s 17884} 17885 17886type ListCodeRepositoriesInput struct { 17887 _ struct{} `type:"structure"` 17888 17889 // A filter that returns only Git repositories that were created after the specified 17890 // time. 17891 CreationTimeAfter *time.Time `type:"timestamp"` 17892 17893 // A filter that returns only Git repositories that were created before the 17894 // specified time. 17895 CreationTimeBefore *time.Time `type:"timestamp"` 17896 17897 // A filter that returns only Git repositories that were last modified after 17898 // the specified time. 17899 LastModifiedTimeAfter *time.Time `type:"timestamp"` 17900 17901 // A filter that returns only Git repositories that were last modified before 17902 // the specified time. 17903 LastModifiedTimeBefore *time.Time `type:"timestamp"` 17904 17905 // The maximum number of Git repositories to return in the response. 17906 MaxResults *int64 `min:"1" type:"integer"` 17907 17908 // A string in the Git repositories name. This filter returns only repositories 17909 // whose name contains the specified string. 17910 NameContains *string `type:"string"` 17911 17912 // If the result of a ListCodeRepositoriesOutput request was truncated, the 17913 // response includes a NextToken. To get the next set of Git repositories, use 17914 // the token in the next request. 17915 NextToken *string `type:"string"` 17916 17917 // The field to sort results by. The default is Name. 17918 SortBy *string `type:"string" enum:"CodeRepositorySortBy"` 17919 17920 // The sort order for results. The default is Ascending. 17921 SortOrder *string `type:"string" enum:"CodeRepositorySortOrder"` 17922} 17923 17924// String returns the string representation 17925func (s ListCodeRepositoriesInput) String() string { 17926 return awsutil.Prettify(s) 17927} 17928 17929// GoString returns the string representation 17930func (s ListCodeRepositoriesInput) GoString() string { 17931 return s.String() 17932} 17933 17934// Validate inspects the fields of the type to determine if they are valid. 17935func (s *ListCodeRepositoriesInput) Validate() error { 17936 invalidParams := request.ErrInvalidParams{Context: "ListCodeRepositoriesInput"} 17937 if s.MaxResults != nil && *s.MaxResults < 1 { 17938 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 17939 } 17940 17941 if invalidParams.Len() > 0 { 17942 return invalidParams 17943 } 17944 return nil 17945} 17946 17947// SetCreationTimeAfter sets the CreationTimeAfter field's value. 17948func (s *ListCodeRepositoriesInput) SetCreationTimeAfter(v time.Time) *ListCodeRepositoriesInput { 17949 s.CreationTimeAfter = &v 17950 return s 17951} 17952 17953// SetCreationTimeBefore sets the CreationTimeBefore field's value. 17954func (s *ListCodeRepositoriesInput) SetCreationTimeBefore(v time.Time) *ListCodeRepositoriesInput { 17955 s.CreationTimeBefore = &v 17956 return s 17957} 17958 17959// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 17960func (s *ListCodeRepositoriesInput) SetLastModifiedTimeAfter(v time.Time) *ListCodeRepositoriesInput { 17961 s.LastModifiedTimeAfter = &v 17962 return s 17963} 17964 17965// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 17966func (s *ListCodeRepositoriesInput) SetLastModifiedTimeBefore(v time.Time) *ListCodeRepositoriesInput { 17967 s.LastModifiedTimeBefore = &v 17968 return s 17969} 17970 17971// SetMaxResults sets the MaxResults field's value. 17972func (s *ListCodeRepositoriesInput) SetMaxResults(v int64) *ListCodeRepositoriesInput { 17973 s.MaxResults = &v 17974 return s 17975} 17976 17977// SetNameContains sets the NameContains field's value. 17978func (s *ListCodeRepositoriesInput) SetNameContains(v string) *ListCodeRepositoriesInput { 17979 s.NameContains = &v 17980 return s 17981} 17982 17983// SetNextToken sets the NextToken field's value. 17984func (s *ListCodeRepositoriesInput) SetNextToken(v string) *ListCodeRepositoriesInput { 17985 s.NextToken = &v 17986 return s 17987} 17988 17989// SetSortBy sets the SortBy field's value. 17990func (s *ListCodeRepositoriesInput) SetSortBy(v string) *ListCodeRepositoriesInput { 17991 s.SortBy = &v 17992 return s 17993} 17994 17995// SetSortOrder sets the SortOrder field's value. 17996func (s *ListCodeRepositoriesInput) SetSortOrder(v string) *ListCodeRepositoriesInput { 17997 s.SortOrder = &v 17998 return s 17999} 18000 18001type ListCodeRepositoriesOutput struct { 18002 _ struct{} `type:"structure"` 18003 18004 // Gets a list of summaries of the Git repositories. Each summary specifies 18005 // the following values for the repository: 18006 // 18007 // * Name 18008 // 18009 // * Amazon Resource Name (ARN) 18010 // 18011 // * Creation time 18012 // 18013 // * Last modified time 18014 // 18015 // * Configuration information, including the URL location of the repository 18016 // and the ARN of the AWS Secrets Manager secret that contains the credentials 18017 // used to access the repository. 18018 // 18019 // CodeRepositorySummaryList is a required field 18020 CodeRepositorySummaryList []*CodeRepositorySummary `type:"list" required:"true"` 18021 18022 // If the result of a ListCodeRepositoriesOutput request was truncated, the 18023 // response includes a NextToken. To get the next set of Git repositories, use 18024 // the token in the next request. 18025 NextToken *string `type:"string"` 18026} 18027 18028// String returns the string representation 18029func (s ListCodeRepositoriesOutput) String() string { 18030 return awsutil.Prettify(s) 18031} 18032 18033// GoString returns the string representation 18034func (s ListCodeRepositoriesOutput) GoString() string { 18035 return s.String() 18036} 18037 18038// SetCodeRepositorySummaryList sets the CodeRepositorySummaryList field's value. 18039func (s *ListCodeRepositoriesOutput) SetCodeRepositorySummaryList(v []*CodeRepositorySummary) *ListCodeRepositoriesOutput { 18040 s.CodeRepositorySummaryList = v 18041 return s 18042} 18043 18044// SetNextToken sets the NextToken field's value. 18045func (s *ListCodeRepositoriesOutput) SetNextToken(v string) *ListCodeRepositoriesOutput { 18046 s.NextToken = &v 18047 return s 18048} 18049 18050type ListCompilationJobsInput struct { 18051 _ struct{} `type:"structure"` 18052 18053 // A filter that returns the model compilation jobs that were created after 18054 // a specified time. 18055 CreationTimeAfter *time.Time `type:"timestamp"` 18056 18057 // A filter that returns the model compilation jobs that were created before 18058 // a specified time. 18059 CreationTimeBefore *time.Time `type:"timestamp"` 18060 18061 // A filter that returns the model compilation jobs that were modified after 18062 // a specified time. 18063 LastModifiedTimeAfter *time.Time `type:"timestamp"` 18064 18065 // A filter that returns the model compilation jobs that were modified before 18066 // a specified time. 18067 LastModifiedTimeBefore *time.Time `type:"timestamp"` 18068 18069 // The maximum number of model compilation jobs to return in the response. 18070 MaxResults *int64 `min:"1" type:"integer"` 18071 18072 // A filter that returns the model compilation jobs whose name contains a specified 18073 // string. 18074 NameContains *string `type:"string"` 18075 18076 // If the result of the previous ListCompilationJobs request was truncated, 18077 // the response includes a NextToken. To retrieve the next set of model compilation 18078 // jobs, use the token in the next request. 18079 NextToken *string `type:"string"` 18080 18081 // The field by which to sort results. The default is CreationTime. 18082 SortBy *string `type:"string" enum:"ListCompilationJobsSortBy"` 18083 18084 // The sort order for results. The default is Ascending. 18085 SortOrder *string `type:"string" enum:"SortOrder"` 18086 18087 // A filter that retrieves model compilation jobs with a specific DescribeCompilationJobResponse$CompilationJobStatus 18088 // status. 18089 StatusEquals *string `type:"string" enum:"CompilationJobStatus"` 18090} 18091 18092// String returns the string representation 18093func (s ListCompilationJobsInput) String() string { 18094 return awsutil.Prettify(s) 18095} 18096 18097// GoString returns the string representation 18098func (s ListCompilationJobsInput) GoString() string { 18099 return s.String() 18100} 18101 18102// Validate inspects the fields of the type to determine if they are valid. 18103func (s *ListCompilationJobsInput) Validate() error { 18104 invalidParams := request.ErrInvalidParams{Context: "ListCompilationJobsInput"} 18105 if s.MaxResults != nil && *s.MaxResults < 1 { 18106 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 18107 } 18108 18109 if invalidParams.Len() > 0 { 18110 return invalidParams 18111 } 18112 return nil 18113} 18114 18115// SetCreationTimeAfter sets the CreationTimeAfter field's value. 18116func (s *ListCompilationJobsInput) SetCreationTimeAfter(v time.Time) *ListCompilationJobsInput { 18117 s.CreationTimeAfter = &v 18118 return s 18119} 18120 18121// SetCreationTimeBefore sets the CreationTimeBefore field's value. 18122func (s *ListCompilationJobsInput) SetCreationTimeBefore(v time.Time) *ListCompilationJobsInput { 18123 s.CreationTimeBefore = &v 18124 return s 18125} 18126 18127// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 18128func (s *ListCompilationJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListCompilationJobsInput { 18129 s.LastModifiedTimeAfter = &v 18130 return s 18131} 18132 18133// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 18134func (s *ListCompilationJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListCompilationJobsInput { 18135 s.LastModifiedTimeBefore = &v 18136 return s 18137} 18138 18139// SetMaxResults sets the MaxResults field's value. 18140func (s *ListCompilationJobsInput) SetMaxResults(v int64) *ListCompilationJobsInput { 18141 s.MaxResults = &v 18142 return s 18143} 18144 18145// SetNameContains sets the NameContains field's value. 18146func (s *ListCompilationJobsInput) SetNameContains(v string) *ListCompilationJobsInput { 18147 s.NameContains = &v 18148 return s 18149} 18150 18151// SetNextToken sets the NextToken field's value. 18152func (s *ListCompilationJobsInput) SetNextToken(v string) *ListCompilationJobsInput { 18153 s.NextToken = &v 18154 return s 18155} 18156 18157// SetSortBy sets the SortBy field's value. 18158func (s *ListCompilationJobsInput) SetSortBy(v string) *ListCompilationJobsInput { 18159 s.SortBy = &v 18160 return s 18161} 18162 18163// SetSortOrder sets the SortOrder field's value. 18164func (s *ListCompilationJobsInput) SetSortOrder(v string) *ListCompilationJobsInput { 18165 s.SortOrder = &v 18166 return s 18167} 18168 18169// SetStatusEquals sets the StatusEquals field's value. 18170func (s *ListCompilationJobsInput) SetStatusEquals(v string) *ListCompilationJobsInput { 18171 s.StatusEquals = &v 18172 return s 18173} 18174 18175type ListCompilationJobsOutput struct { 18176 _ struct{} `type:"structure"` 18177 18178 // An array of CompilationJobSummary objects, each describing a model compilation 18179 // job. 18180 // 18181 // CompilationJobSummaries is a required field 18182 CompilationJobSummaries []*CompilationJobSummary `type:"list" required:"true"` 18183 18184 // If the response is truncated, Amazon SageMaker returns this NextToken. To 18185 // retrieve the next set of model compilation jobs, use this token in the next 18186 // request. 18187 NextToken *string `type:"string"` 18188} 18189 18190// String returns the string representation 18191func (s ListCompilationJobsOutput) String() string { 18192 return awsutil.Prettify(s) 18193} 18194 18195// GoString returns the string representation 18196func (s ListCompilationJobsOutput) GoString() string { 18197 return s.String() 18198} 18199 18200// SetCompilationJobSummaries sets the CompilationJobSummaries field's value. 18201func (s *ListCompilationJobsOutput) SetCompilationJobSummaries(v []*CompilationJobSummary) *ListCompilationJobsOutput { 18202 s.CompilationJobSummaries = v 18203 return s 18204} 18205 18206// SetNextToken sets the NextToken field's value. 18207func (s *ListCompilationJobsOutput) SetNextToken(v string) *ListCompilationJobsOutput { 18208 s.NextToken = &v 18209 return s 18210} 18211 18212type ListEndpointConfigsInput struct { 18213 _ struct{} `type:"structure"` 18214 18215 // A filter that returns only endpoint configurations with a creation time greater 18216 // than or equal to the specified time (timestamp). 18217 CreationTimeAfter *time.Time `type:"timestamp"` 18218 18219 // A filter that returns only endpoint configurations created before the specified 18220 // time (timestamp). 18221 CreationTimeBefore *time.Time `type:"timestamp"` 18222 18223 // The maximum number of training jobs to return in the response. 18224 MaxResults *int64 `min:"1" type:"integer"` 18225 18226 // A string in the endpoint configuration name. This filter returns only endpoint 18227 // configurations whose name contains the specified string. 18228 NameContains *string `type:"string"` 18229 18230 // If the result of the previous ListEndpointConfig request was truncated, the 18231 // response includes a NextToken. To retrieve the next set of endpoint configurations, 18232 // use the token in the next request. 18233 NextToken *string `type:"string"` 18234 18235 // The field to sort results by. The default is CreationTime. 18236 SortBy *string `type:"string" enum:"EndpointConfigSortKey"` 18237 18238 // The sort order for results. The default is Descending. 18239 SortOrder *string `type:"string" enum:"OrderKey"` 18240} 18241 18242// String returns the string representation 18243func (s ListEndpointConfigsInput) String() string { 18244 return awsutil.Prettify(s) 18245} 18246 18247// GoString returns the string representation 18248func (s ListEndpointConfigsInput) GoString() string { 18249 return s.String() 18250} 18251 18252// Validate inspects the fields of the type to determine if they are valid. 18253func (s *ListEndpointConfigsInput) Validate() error { 18254 invalidParams := request.ErrInvalidParams{Context: "ListEndpointConfigsInput"} 18255 if s.MaxResults != nil && *s.MaxResults < 1 { 18256 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 18257 } 18258 18259 if invalidParams.Len() > 0 { 18260 return invalidParams 18261 } 18262 return nil 18263} 18264 18265// SetCreationTimeAfter sets the CreationTimeAfter field's value. 18266func (s *ListEndpointConfigsInput) SetCreationTimeAfter(v time.Time) *ListEndpointConfigsInput { 18267 s.CreationTimeAfter = &v 18268 return s 18269} 18270 18271// SetCreationTimeBefore sets the CreationTimeBefore field's value. 18272func (s *ListEndpointConfigsInput) SetCreationTimeBefore(v time.Time) *ListEndpointConfigsInput { 18273 s.CreationTimeBefore = &v 18274 return s 18275} 18276 18277// SetMaxResults sets the MaxResults field's value. 18278func (s *ListEndpointConfigsInput) SetMaxResults(v int64) *ListEndpointConfigsInput { 18279 s.MaxResults = &v 18280 return s 18281} 18282 18283// SetNameContains sets the NameContains field's value. 18284func (s *ListEndpointConfigsInput) SetNameContains(v string) *ListEndpointConfigsInput { 18285 s.NameContains = &v 18286 return s 18287} 18288 18289// SetNextToken sets the NextToken field's value. 18290func (s *ListEndpointConfigsInput) SetNextToken(v string) *ListEndpointConfigsInput { 18291 s.NextToken = &v 18292 return s 18293} 18294 18295// SetSortBy sets the SortBy field's value. 18296func (s *ListEndpointConfigsInput) SetSortBy(v string) *ListEndpointConfigsInput { 18297 s.SortBy = &v 18298 return s 18299} 18300 18301// SetSortOrder sets the SortOrder field's value. 18302func (s *ListEndpointConfigsInput) SetSortOrder(v string) *ListEndpointConfigsInput { 18303 s.SortOrder = &v 18304 return s 18305} 18306 18307type ListEndpointConfigsOutput struct { 18308 _ struct{} `type:"structure"` 18309 18310 // An array of endpoint configurations. 18311 // 18312 // EndpointConfigs is a required field 18313 EndpointConfigs []*EndpointConfigSummary `type:"list" required:"true"` 18314 18315 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 18316 // the next set of endpoint configurations, use it in the subsequent request 18317 NextToken *string `type:"string"` 18318} 18319 18320// String returns the string representation 18321func (s ListEndpointConfigsOutput) String() string { 18322 return awsutil.Prettify(s) 18323} 18324 18325// GoString returns the string representation 18326func (s ListEndpointConfigsOutput) GoString() string { 18327 return s.String() 18328} 18329 18330// SetEndpointConfigs sets the EndpointConfigs field's value. 18331func (s *ListEndpointConfigsOutput) SetEndpointConfigs(v []*EndpointConfigSummary) *ListEndpointConfigsOutput { 18332 s.EndpointConfigs = v 18333 return s 18334} 18335 18336// SetNextToken sets the NextToken field's value. 18337func (s *ListEndpointConfigsOutput) SetNextToken(v string) *ListEndpointConfigsOutput { 18338 s.NextToken = &v 18339 return s 18340} 18341 18342type ListEndpointsInput struct { 18343 _ struct{} `type:"structure"` 18344 18345 // A filter that returns only endpoints with a creation time greater than or 18346 // equal to the specified time (timestamp). 18347 CreationTimeAfter *time.Time `type:"timestamp"` 18348 18349 // A filter that returns only endpoints that were created before the specified 18350 // time (timestamp). 18351 CreationTimeBefore *time.Time `type:"timestamp"` 18352 18353 // A filter that returns only endpoints that were modified after the specified 18354 // timestamp. 18355 LastModifiedTimeAfter *time.Time `type:"timestamp"` 18356 18357 // A filter that returns only endpoints that were modified before the specified 18358 // timestamp. 18359 LastModifiedTimeBefore *time.Time `type:"timestamp"` 18360 18361 // The maximum number of endpoints to return in the response. 18362 MaxResults *int64 `min:"1" type:"integer"` 18363 18364 // A string in endpoint names. This filter returns only endpoints whose name 18365 // contains the specified string. 18366 NameContains *string `type:"string"` 18367 18368 // If the result of a ListEndpoints request was truncated, the response includes 18369 // a NextToken. To retrieve the next set of endpoints, use the token in the 18370 // next request. 18371 NextToken *string `type:"string"` 18372 18373 // Sorts the list of results. The default is CreationTime. 18374 SortBy *string `type:"string" enum:"EndpointSortKey"` 18375 18376 // The sort order for results. The default is Descending. 18377 SortOrder *string `type:"string" enum:"OrderKey"` 18378 18379 // A filter that returns only endpoints with the specified status. 18380 StatusEquals *string `type:"string" enum:"EndpointStatus"` 18381} 18382 18383// String returns the string representation 18384func (s ListEndpointsInput) String() string { 18385 return awsutil.Prettify(s) 18386} 18387 18388// GoString returns the string representation 18389func (s ListEndpointsInput) GoString() string { 18390 return s.String() 18391} 18392 18393// Validate inspects the fields of the type to determine if they are valid. 18394func (s *ListEndpointsInput) Validate() error { 18395 invalidParams := request.ErrInvalidParams{Context: "ListEndpointsInput"} 18396 if s.MaxResults != nil && *s.MaxResults < 1 { 18397 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 18398 } 18399 18400 if invalidParams.Len() > 0 { 18401 return invalidParams 18402 } 18403 return nil 18404} 18405 18406// SetCreationTimeAfter sets the CreationTimeAfter field's value. 18407func (s *ListEndpointsInput) SetCreationTimeAfter(v time.Time) *ListEndpointsInput { 18408 s.CreationTimeAfter = &v 18409 return s 18410} 18411 18412// SetCreationTimeBefore sets the CreationTimeBefore field's value. 18413func (s *ListEndpointsInput) SetCreationTimeBefore(v time.Time) *ListEndpointsInput { 18414 s.CreationTimeBefore = &v 18415 return s 18416} 18417 18418// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 18419func (s *ListEndpointsInput) SetLastModifiedTimeAfter(v time.Time) *ListEndpointsInput { 18420 s.LastModifiedTimeAfter = &v 18421 return s 18422} 18423 18424// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 18425func (s *ListEndpointsInput) SetLastModifiedTimeBefore(v time.Time) *ListEndpointsInput { 18426 s.LastModifiedTimeBefore = &v 18427 return s 18428} 18429 18430// SetMaxResults sets the MaxResults field's value. 18431func (s *ListEndpointsInput) SetMaxResults(v int64) *ListEndpointsInput { 18432 s.MaxResults = &v 18433 return s 18434} 18435 18436// SetNameContains sets the NameContains field's value. 18437func (s *ListEndpointsInput) SetNameContains(v string) *ListEndpointsInput { 18438 s.NameContains = &v 18439 return s 18440} 18441 18442// SetNextToken sets the NextToken field's value. 18443func (s *ListEndpointsInput) SetNextToken(v string) *ListEndpointsInput { 18444 s.NextToken = &v 18445 return s 18446} 18447 18448// SetSortBy sets the SortBy field's value. 18449func (s *ListEndpointsInput) SetSortBy(v string) *ListEndpointsInput { 18450 s.SortBy = &v 18451 return s 18452} 18453 18454// SetSortOrder sets the SortOrder field's value. 18455func (s *ListEndpointsInput) SetSortOrder(v string) *ListEndpointsInput { 18456 s.SortOrder = &v 18457 return s 18458} 18459 18460// SetStatusEquals sets the StatusEquals field's value. 18461func (s *ListEndpointsInput) SetStatusEquals(v string) *ListEndpointsInput { 18462 s.StatusEquals = &v 18463 return s 18464} 18465 18466type ListEndpointsOutput struct { 18467 _ struct{} `type:"structure"` 18468 18469 // An array or endpoint objects. 18470 // 18471 // Endpoints is a required field 18472 Endpoints []*EndpointSummary `type:"list" required:"true"` 18473 18474 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 18475 // the next set of training jobs, use it in the subsequent request. 18476 NextToken *string `type:"string"` 18477} 18478 18479// String returns the string representation 18480func (s ListEndpointsOutput) String() string { 18481 return awsutil.Prettify(s) 18482} 18483 18484// GoString returns the string representation 18485func (s ListEndpointsOutput) GoString() string { 18486 return s.String() 18487} 18488 18489// SetEndpoints sets the Endpoints field's value. 18490func (s *ListEndpointsOutput) SetEndpoints(v []*EndpointSummary) *ListEndpointsOutput { 18491 s.Endpoints = v 18492 return s 18493} 18494 18495// SetNextToken sets the NextToken field's value. 18496func (s *ListEndpointsOutput) SetNextToken(v string) *ListEndpointsOutput { 18497 s.NextToken = &v 18498 return s 18499} 18500 18501type ListHyperParameterTuningJobsInput struct { 18502 _ struct{} `type:"structure"` 18503 18504 // A filter that returns only tuning jobs that were created after the specified 18505 // time. 18506 CreationTimeAfter *time.Time `type:"timestamp"` 18507 18508 // A filter that returns only tuning jobs that were created before the specified 18509 // time. 18510 CreationTimeBefore *time.Time `type:"timestamp"` 18511 18512 // A filter that returns only tuning jobs that were modified after the specified 18513 // time. 18514 LastModifiedTimeAfter *time.Time `type:"timestamp"` 18515 18516 // A filter that returns only tuning jobs that were modified before the specified 18517 // time. 18518 LastModifiedTimeBefore *time.Time `type:"timestamp"` 18519 18520 // The maximum number of tuning jobs to return. The default value is 10. 18521 MaxResults *int64 `min:"1" type:"integer"` 18522 18523 // A string in the tuning job name. This filter returns only tuning jobs whose 18524 // name contains the specified string. 18525 NameContains *string `type:"string"` 18526 18527 // If the result of the previous ListHyperParameterTuningJobs request was truncated, 18528 // the response includes a NextToken. To retrieve the next set of tuning jobs, 18529 // use the token in the next request. 18530 NextToken *string `type:"string"` 18531 18532 // The field to sort results by. The default is Name. 18533 SortBy *string `type:"string" enum:"HyperParameterTuningJobSortByOptions"` 18534 18535 // The sort order for results. The default is Ascending. 18536 SortOrder *string `type:"string" enum:"SortOrder"` 18537 18538 // A filter that returns only tuning jobs with the specified status. 18539 StatusEquals *string `type:"string" enum:"HyperParameterTuningJobStatus"` 18540} 18541 18542// String returns the string representation 18543func (s ListHyperParameterTuningJobsInput) String() string { 18544 return awsutil.Prettify(s) 18545} 18546 18547// GoString returns the string representation 18548func (s ListHyperParameterTuningJobsInput) GoString() string { 18549 return s.String() 18550} 18551 18552// Validate inspects the fields of the type to determine if they are valid. 18553func (s *ListHyperParameterTuningJobsInput) Validate() error { 18554 invalidParams := request.ErrInvalidParams{Context: "ListHyperParameterTuningJobsInput"} 18555 if s.MaxResults != nil && *s.MaxResults < 1 { 18556 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 18557 } 18558 18559 if invalidParams.Len() > 0 { 18560 return invalidParams 18561 } 18562 return nil 18563} 18564 18565// SetCreationTimeAfter sets the CreationTimeAfter field's value. 18566func (s *ListHyperParameterTuningJobsInput) SetCreationTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput { 18567 s.CreationTimeAfter = &v 18568 return s 18569} 18570 18571// SetCreationTimeBefore sets the CreationTimeBefore field's value. 18572func (s *ListHyperParameterTuningJobsInput) SetCreationTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput { 18573 s.CreationTimeBefore = &v 18574 return s 18575} 18576 18577// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 18578func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput { 18579 s.LastModifiedTimeAfter = &v 18580 return s 18581} 18582 18583// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 18584func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput { 18585 s.LastModifiedTimeBefore = &v 18586 return s 18587} 18588 18589// SetMaxResults sets the MaxResults field's value. 18590func (s *ListHyperParameterTuningJobsInput) SetMaxResults(v int64) *ListHyperParameterTuningJobsInput { 18591 s.MaxResults = &v 18592 return s 18593} 18594 18595// SetNameContains sets the NameContains field's value. 18596func (s *ListHyperParameterTuningJobsInput) SetNameContains(v string) *ListHyperParameterTuningJobsInput { 18597 s.NameContains = &v 18598 return s 18599} 18600 18601// SetNextToken sets the NextToken field's value. 18602func (s *ListHyperParameterTuningJobsInput) SetNextToken(v string) *ListHyperParameterTuningJobsInput { 18603 s.NextToken = &v 18604 return s 18605} 18606 18607// SetSortBy sets the SortBy field's value. 18608func (s *ListHyperParameterTuningJobsInput) SetSortBy(v string) *ListHyperParameterTuningJobsInput { 18609 s.SortBy = &v 18610 return s 18611} 18612 18613// SetSortOrder sets the SortOrder field's value. 18614func (s *ListHyperParameterTuningJobsInput) SetSortOrder(v string) *ListHyperParameterTuningJobsInput { 18615 s.SortOrder = &v 18616 return s 18617} 18618 18619// SetStatusEquals sets the StatusEquals field's value. 18620func (s *ListHyperParameterTuningJobsInput) SetStatusEquals(v string) *ListHyperParameterTuningJobsInput { 18621 s.StatusEquals = &v 18622 return s 18623} 18624 18625type ListHyperParameterTuningJobsOutput struct { 18626 _ struct{} `type:"structure"` 18627 18628 // A list of HyperParameterTuningJobSummary objects that describe the tuning 18629 // jobs that the ListHyperParameterTuningJobs request returned. 18630 // 18631 // HyperParameterTuningJobSummaries is a required field 18632 HyperParameterTuningJobSummaries []*HyperParameterTuningJobSummary `type:"list" required:"true"` 18633 18634 // If the result of this ListHyperParameterTuningJobs request was truncated, 18635 // the response includes a NextToken. To retrieve the next set of tuning jobs, 18636 // use the token in the next request. 18637 NextToken *string `type:"string"` 18638} 18639 18640// String returns the string representation 18641func (s ListHyperParameterTuningJobsOutput) String() string { 18642 return awsutil.Prettify(s) 18643} 18644 18645// GoString returns the string representation 18646func (s ListHyperParameterTuningJobsOutput) GoString() string { 18647 return s.String() 18648} 18649 18650// SetHyperParameterTuningJobSummaries sets the HyperParameterTuningJobSummaries field's value. 18651func (s *ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries(v []*HyperParameterTuningJobSummary) *ListHyperParameterTuningJobsOutput { 18652 s.HyperParameterTuningJobSummaries = v 18653 return s 18654} 18655 18656// SetNextToken sets the NextToken field's value. 18657func (s *ListHyperParameterTuningJobsOutput) SetNextToken(v string) *ListHyperParameterTuningJobsOutput { 18658 s.NextToken = &v 18659 return s 18660} 18661 18662type ListLabelingJobsForWorkteamInput struct { 18663 _ struct{} `type:"structure"` 18664 18665 // A filter that returns only labeling jobs created after the specified time 18666 // (timestamp). 18667 CreationTimeAfter *time.Time `type:"timestamp"` 18668 18669 // A filter that returns only labeling jobs created before the specified time 18670 // (timestamp). 18671 CreationTimeBefore *time.Time `type:"timestamp"` 18672 18673 // A filter the limits jobs to only the ones whose job reference code contains 18674 // the specified string. 18675 JobReferenceCodeContains *string `min:"1" type:"string"` 18676 18677 // The maximum number of labeling jobs to return in each page of the response. 18678 MaxResults *int64 `min:"1" type:"integer"` 18679 18680 // If the result of the previous ListLabelingJobsForWorkteam request was truncated, 18681 // the response includes a NextToken. To retrieve the next set of labeling jobs, 18682 // use the token in the next request. 18683 NextToken *string `type:"string"` 18684 18685 // The field to sort results by. The default is CreationTime. 18686 SortBy *string `type:"string" enum:"ListLabelingJobsForWorkteamSortByOptions"` 18687 18688 // The sort order for results. The default is Ascending. 18689 SortOrder *string `type:"string" enum:"SortOrder"` 18690 18691 // The Amazon Resource Name (ARN) of the work team for which you want to see 18692 // labeling jobs for. 18693 // 18694 // WorkteamArn is a required field 18695 WorkteamArn *string `type:"string" required:"true"` 18696} 18697 18698// String returns the string representation 18699func (s ListLabelingJobsForWorkteamInput) String() string { 18700 return awsutil.Prettify(s) 18701} 18702 18703// GoString returns the string representation 18704func (s ListLabelingJobsForWorkteamInput) GoString() string { 18705 return s.String() 18706} 18707 18708// Validate inspects the fields of the type to determine if they are valid. 18709func (s *ListLabelingJobsForWorkteamInput) Validate() error { 18710 invalidParams := request.ErrInvalidParams{Context: "ListLabelingJobsForWorkteamInput"} 18711 if s.JobReferenceCodeContains != nil && len(*s.JobReferenceCodeContains) < 1 { 18712 invalidParams.Add(request.NewErrParamMinLen("JobReferenceCodeContains", 1)) 18713 } 18714 if s.MaxResults != nil && *s.MaxResults < 1 { 18715 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 18716 } 18717 if s.WorkteamArn == nil { 18718 invalidParams.Add(request.NewErrParamRequired("WorkteamArn")) 18719 } 18720 18721 if invalidParams.Len() > 0 { 18722 return invalidParams 18723 } 18724 return nil 18725} 18726 18727// SetCreationTimeAfter sets the CreationTimeAfter field's value. 18728func (s *ListLabelingJobsForWorkteamInput) SetCreationTimeAfter(v time.Time) *ListLabelingJobsForWorkteamInput { 18729 s.CreationTimeAfter = &v 18730 return s 18731} 18732 18733// SetCreationTimeBefore sets the CreationTimeBefore field's value. 18734func (s *ListLabelingJobsForWorkteamInput) SetCreationTimeBefore(v time.Time) *ListLabelingJobsForWorkteamInput { 18735 s.CreationTimeBefore = &v 18736 return s 18737} 18738 18739// SetJobReferenceCodeContains sets the JobReferenceCodeContains field's value. 18740func (s *ListLabelingJobsForWorkteamInput) SetJobReferenceCodeContains(v string) *ListLabelingJobsForWorkteamInput { 18741 s.JobReferenceCodeContains = &v 18742 return s 18743} 18744 18745// SetMaxResults sets the MaxResults field's value. 18746func (s *ListLabelingJobsForWorkteamInput) SetMaxResults(v int64) *ListLabelingJobsForWorkteamInput { 18747 s.MaxResults = &v 18748 return s 18749} 18750 18751// SetNextToken sets the NextToken field's value. 18752func (s *ListLabelingJobsForWorkteamInput) SetNextToken(v string) *ListLabelingJobsForWorkteamInput { 18753 s.NextToken = &v 18754 return s 18755} 18756 18757// SetSortBy sets the SortBy field's value. 18758func (s *ListLabelingJobsForWorkteamInput) SetSortBy(v string) *ListLabelingJobsForWorkteamInput { 18759 s.SortBy = &v 18760 return s 18761} 18762 18763// SetSortOrder sets the SortOrder field's value. 18764func (s *ListLabelingJobsForWorkteamInput) SetSortOrder(v string) *ListLabelingJobsForWorkteamInput { 18765 s.SortOrder = &v 18766 return s 18767} 18768 18769// SetWorkteamArn sets the WorkteamArn field's value. 18770func (s *ListLabelingJobsForWorkteamInput) SetWorkteamArn(v string) *ListLabelingJobsForWorkteamInput { 18771 s.WorkteamArn = &v 18772 return s 18773} 18774 18775type ListLabelingJobsForWorkteamOutput struct { 18776 _ struct{} `type:"structure"` 18777 18778 // An array of LabelingJobSummary objects, each describing a labeling job. 18779 // 18780 // LabelingJobSummaryList is a required field 18781 LabelingJobSummaryList []*LabelingJobForWorkteamSummary `type:"list" required:"true"` 18782 18783 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 18784 // the next set of labeling jobs, use it in the subsequent request. 18785 NextToken *string `type:"string"` 18786} 18787 18788// String returns the string representation 18789func (s ListLabelingJobsForWorkteamOutput) String() string { 18790 return awsutil.Prettify(s) 18791} 18792 18793// GoString returns the string representation 18794func (s ListLabelingJobsForWorkteamOutput) GoString() string { 18795 return s.String() 18796} 18797 18798// SetLabelingJobSummaryList sets the LabelingJobSummaryList field's value. 18799func (s *ListLabelingJobsForWorkteamOutput) SetLabelingJobSummaryList(v []*LabelingJobForWorkteamSummary) *ListLabelingJobsForWorkteamOutput { 18800 s.LabelingJobSummaryList = v 18801 return s 18802} 18803 18804// SetNextToken sets the NextToken field's value. 18805func (s *ListLabelingJobsForWorkteamOutput) SetNextToken(v string) *ListLabelingJobsForWorkteamOutput { 18806 s.NextToken = &v 18807 return s 18808} 18809 18810type ListLabelingJobsInput struct { 18811 _ struct{} `type:"structure"` 18812 18813 // A filter that returns only labeling jobs created after the specified time 18814 // (timestamp). 18815 CreationTimeAfter *time.Time `type:"timestamp"` 18816 18817 // A filter that returns only labeling jobs created before the specified time 18818 // (timestamp). 18819 CreationTimeBefore *time.Time `type:"timestamp"` 18820 18821 // A filter that returns only labeling jobs modified after the specified time 18822 // (timestamp). 18823 LastModifiedTimeAfter *time.Time `type:"timestamp"` 18824 18825 // A filter that returns only labeling jobs modified before the specified time 18826 // (timestamp). 18827 LastModifiedTimeBefore *time.Time `type:"timestamp"` 18828 18829 // The maximum number of labeling jobs to return in each page of the response. 18830 MaxResults *int64 `min:"1" type:"integer"` 18831 18832 // A string in the labeling job name. This filter returns only labeling jobs 18833 // whose name contains the specified string. 18834 NameContains *string `type:"string"` 18835 18836 // If the result of the previous ListLabelingJobs request was truncated, the 18837 // response includes a NextToken. To retrieve the next set of labeling jobs, 18838 // use the token in the next request. 18839 NextToken *string `type:"string"` 18840 18841 // The field to sort results by. The default is CreationTime. 18842 SortBy *string `type:"string" enum:"SortBy"` 18843 18844 // The sort order for results. The default is Ascending. 18845 SortOrder *string `type:"string" enum:"SortOrder"` 18846 18847 // A filter that retrieves only labeling jobs with a specific status. 18848 StatusEquals *string `type:"string" enum:"LabelingJobStatus"` 18849} 18850 18851// String returns the string representation 18852func (s ListLabelingJobsInput) String() string { 18853 return awsutil.Prettify(s) 18854} 18855 18856// GoString returns the string representation 18857func (s ListLabelingJobsInput) GoString() string { 18858 return s.String() 18859} 18860 18861// Validate inspects the fields of the type to determine if they are valid. 18862func (s *ListLabelingJobsInput) Validate() error { 18863 invalidParams := request.ErrInvalidParams{Context: "ListLabelingJobsInput"} 18864 if s.MaxResults != nil && *s.MaxResults < 1 { 18865 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 18866 } 18867 18868 if invalidParams.Len() > 0 { 18869 return invalidParams 18870 } 18871 return nil 18872} 18873 18874// SetCreationTimeAfter sets the CreationTimeAfter field's value. 18875func (s *ListLabelingJobsInput) SetCreationTimeAfter(v time.Time) *ListLabelingJobsInput { 18876 s.CreationTimeAfter = &v 18877 return s 18878} 18879 18880// SetCreationTimeBefore sets the CreationTimeBefore field's value. 18881func (s *ListLabelingJobsInput) SetCreationTimeBefore(v time.Time) *ListLabelingJobsInput { 18882 s.CreationTimeBefore = &v 18883 return s 18884} 18885 18886// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 18887func (s *ListLabelingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListLabelingJobsInput { 18888 s.LastModifiedTimeAfter = &v 18889 return s 18890} 18891 18892// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 18893func (s *ListLabelingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListLabelingJobsInput { 18894 s.LastModifiedTimeBefore = &v 18895 return s 18896} 18897 18898// SetMaxResults sets the MaxResults field's value. 18899func (s *ListLabelingJobsInput) SetMaxResults(v int64) *ListLabelingJobsInput { 18900 s.MaxResults = &v 18901 return s 18902} 18903 18904// SetNameContains sets the NameContains field's value. 18905func (s *ListLabelingJobsInput) SetNameContains(v string) *ListLabelingJobsInput { 18906 s.NameContains = &v 18907 return s 18908} 18909 18910// SetNextToken sets the NextToken field's value. 18911func (s *ListLabelingJobsInput) SetNextToken(v string) *ListLabelingJobsInput { 18912 s.NextToken = &v 18913 return s 18914} 18915 18916// SetSortBy sets the SortBy field's value. 18917func (s *ListLabelingJobsInput) SetSortBy(v string) *ListLabelingJobsInput { 18918 s.SortBy = &v 18919 return s 18920} 18921 18922// SetSortOrder sets the SortOrder field's value. 18923func (s *ListLabelingJobsInput) SetSortOrder(v string) *ListLabelingJobsInput { 18924 s.SortOrder = &v 18925 return s 18926} 18927 18928// SetStatusEquals sets the StatusEquals field's value. 18929func (s *ListLabelingJobsInput) SetStatusEquals(v string) *ListLabelingJobsInput { 18930 s.StatusEquals = &v 18931 return s 18932} 18933 18934type ListLabelingJobsOutput struct { 18935 _ struct{} `type:"structure"` 18936 18937 // An array of LabelingJobSummary objects, each describing a labeling job. 18938 LabelingJobSummaryList []*LabelingJobSummary `type:"list"` 18939 18940 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 18941 // the next set of labeling jobs, use it in the subsequent request. 18942 NextToken *string `type:"string"` 18943} 18944 18945// String returns the string representation 18946func (s ListLabelingJobsOutput) String() string { 18947 return awsutil.Prettify(s) 18948} 18949 18950// GoString returns the string representation 18951func (s ListLabelingJobsOutput) GoString() string { 18952 return s.String() 18953} 18954 18955// SetLabelingJobSummaryList sets the LabelingJobSummaryList field's value. 18956func (s *ListLabelingJobsOutput) SetLabelingJobSummaryList(v []*LabelingJobSummary) *ListLabelingJobsOutput { 18957 s.LabelingJobSummaryList = v 18958 return s 18959} 18960 18961// SetNextToken sets the NextToken field's value. 18962func (s *ListLabelingJobsOutput) SetNextToken(v string) *ListLabelingJobsOutput { 18963 s.NextToken = &v 18964 return s 18965} 18966 18967type ListModelPackagesInput struct { 18968 _ struct{} `type:"structure"` 18969 18970 // A filter that returns only model packages created after the specified time 18971 // (timestamp). 18972 CreationTimeAfter *time.Time `type:"timestamp"` 18973 18974 // A filter that returns only model packages created before the specified time 18975 // (timestamp). 18976 CreationTimeBefore *time.Time `type:"timestamp"` 18977 18978 // The maximum number of model packages to return in the response. 18979 MaxResults *int64 `min:"1" type:"integer"` 18980 18981 // A string in the model package name. This filter returns only model packages 18982 // whose name contains the specified string. 18983 NameContains *string `type:"string"` 18984 18985 // If the response to a previous ListModelPackages request was truncated, the 18986 // response includes a NextToken. To retrieve the next set of model packages, 18987 // use the token in the next request. 18988 NextToken *string `type:"string"` 18989 18990 // The parameter by which to sort the results. The default is CreationTime. 18991 SortBy *string `type:"string" enum:"ModelPackageSortBy"` 18992 18993 // The sort order for the results. The default is Ascending. 18994 SortOrder *string `type:"string" enum:"SortOrder"` 18995} 18996 18997// String returns the string representation 18998func (s ListModelPackagesInput) String() string { 18999 return awsutil.Prettify(s) 19000} 19001 19002// GoString returns the string representation 19003func (s ListModelPackagesInput) GoString() string { 19004 return s.String() 19005} 19006 19007// Validate inspects the fields of the type to determine if they are valid. 19008func (s *ListModelPackagesInput) Validate() error { 19009 invalidParams := request.ErrInvalidParams{Context: "ListModelPackagesInput"} 19010 if s.MaxResults != nil && *s.MaxResults < 1 { 19011 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19012 } 19013 19014 if invalidParams.Len() > 0 { 19015 return invalidParams 19016 } 19017 return nil 19018} 19019 19020// SetCreationTimeAfter sets the CreationTimeAfter field's value. 19021func (s *ListModelPackagesInput) SetCreationTimeAfter(v time.Time) *ListModelPackagesInput { 19022 s.CreationTimeAfter = &v 19023 return s 19024} 19025 19026// SetCreationTimeBefore sets the CreationTimeBefore field's value. 19027func (s *ListModelPackagesInput) SetCreationTimeBefore(v time.Time) *ListModelPackagesInput { 19028 s.CreationTimeBefore = &v 19029 return s 19030} 19031 19032// SetMaxResults sets the MaxResults field's value. 19033func (s *ListModelPackagesInput) SetMaxResults(v int64) *ListModelPackagesInput { 19034 s.MaxResults = &v 19035 return s 19036} 19037 19038// SetNameContains sets the NameContains field's value. 19039func (s *ListModelPackagesInput) SetNameContains(v string) *ListModelPackagesInput { 19040 s.NameContains = &v 19041 return s 19042} 19043 19044// SetNextToken sets the NextToken field's value. 19045func (s *ListModelPackagesInput) SetNextToken(v string) *ListModelPackagesInput { 19046 s.NextToken = &v 19047 return s 19048} 19049 19050// SetSortBy sets the SortBy field's value. 19051func (s *ListModelPackagesInput) SetSortBy(v string) *ListModelPackagesInput { 19052 s.SortBy = &v 19053 return s 19054} 19055 19056// SetSortOrder sets the SortOrder field's value. 19057func (s *ListModelPackagesInput) SetSortOrder(v string) *ListModelPackagesInput { 19058 s.SortOrder = &v 19059 return s 19060} 19061 19062type ListModelPackagesOutput struct { 19063 _ struct{} `type:"structure"` 19064 19065 // An array of ModelPackageSummary objects, each of which lists a model package. 19066 // 19067 // ModelPackageSummaryList is a required field 19068 ModelPackageSummaryList []*ModelPackageSummary `type:"list" required:"true"` 19069 19070 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 19071 // the next set of model packages, use it in the subsequent request. 19072 NextToken *string `type:"string"` 19073} 19074 19075// String returns the string representation 19076func (s ListModelPackagesOutput) String() string { 19077 return awsutil.Prettify(s) 19078} 19079 19080// GoString returns the string representation 19081func (s ListModelPackagesOutput) GoString() string { 19082 return s.String() 19083} 19084 19085// SetModelPackageSummaryList sets the ModelPackageSummaryList field's value. 19086func (s *ListModelPackagesOutput) SetModelPackageSummaryList(v []*ModelPackageSummary) *ListModelPackagesOutput { 19087 s.ModelPackageSummaryList = v 19088 return s 19089} 19090 19091// SetNextToken sets the NextToken field's value. 19092func (s *ListModelPackagesOutput) SetNextToken(v string) *ListModelPackagesOutput { 19093 s.NextToken = &v 19094 return s 19095} 19096 19097type ListModelsInput struct { 19098 _ struct{} `type:"structure"` 19099 19100 // A filter that returns only models with a creation time greater than or equal 19101 // to the specified time (timestamp). 19102 CreationTimeAfter *time.Time `type:"timestamp"` 19103 19104 // A filter that returns only models created before the specified time (timestamp). 19105 CreationTimeBefore *time.Time `type:"timestamp"` 19106 19107 // The maximum number of models to return in the response. 19108 MaxResults *int64 `min:"1" type:"integer"` 19109 19110 // A string in the training job name. This filter returns only models in the 19111 // training job whose name contains the specified string. 19112 NameContains *string `type:"string"` 19113 19114 // If the response to a previous ListModels request was truncated, the response 19115 // includes a NextToken. To retrieve the next set of models, use the token in 19116 // the next request. 19117 NextToken *string `type:"string"` 19118 19119 // Sorts the list of results. The default is CreationTime. 19120 SortBy *string `type:"string" enum:"ModelSortKey"` 19121 19122 // The sort order for results. The default is Descending. 19123 SortOrder *string `type:"string" enum:"OrderKey"` 19124} 19125 19126// String returns the string representation 19127func (s ListModelsInput) String() string { 19128 return awsutil.Prettify(s) 19129} 19130 19131// GoString returns the string representation 19132func (s ListModelsInput) GoString() string { 19133 return s.String() 19134} 19135 19136// Validate inspects the fields of the type to determine if they are valid. 19137func (s *ListModelsInput) Validate() error { 19138 invalidParams := request.ErrInvalidParams{Context: "ListModelsInput"} 19139 if s.MaxResults != nil && *s.MaxResults < 1 { 19140 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19141 } 19142 19143 if invalidParams.Len() > 0 { 19144 return invalidParams 19145 } 19146 return nil 19147} 19148 19149// SetCreationTimeAfter sets the CreationTimeAfter field's value. 19150func (s *ListModelsInput) SetCreationTimeAfter(v time.Time) *ListModelsInput { 19151 s.CreationTimeAfter = &v 19152 return s 19153} 19154 19155// SetCreationTimeBefore sets the CreationTimeBefore field's value. 19156func (s *ListModelsInput) SetCreationTimeBefore(v time.Time) *ListModelsInput { 19157 s.CreationTimeBefore = &v 19158 return s 19159} 19160 19161// SetMaxResults sets the MaxResults field's value. 19162func (s *ListModelsInput) SetMaxResults(v int64) *ListModelsInput { 19163 s.MaxResults = &v 19164 return s 19165} 19166 19167// SetNameContains sets the NameContains field's value. 19168func (s *ListModelsInput) SetNameContains(v string) *ListModelsInput { 19169 s.NameContains = &v 19170 return s 19171} 19172 19173// SetNextToken sets the NextToken field's value. 19174func (s *ListModelsInput) SetNextToken(v string) *ListModelsInput { 19175 s.NextToken = &v 19176 return s 19177} 19178 19179// SetSortBy sets the SortBy field's value. 19180func (s *ListModelsInput) SetSortBy(v string) *ListModelsInput { 19181 s.SortBy = &v 19182 return s 19183} 19184 19185// SetSortOrder sets the SortOrder field's value. 19186func (s *ListModelsInput) SetSortOrder(v string) *ListModelsInput { 19187 s.SortOrder = &v 19188 return s 19189} 19190 19191type ListModelsOutput struct { 19192 _ struct{} `type:"structure"` 19193 19194 // An array of ModelSummary objects, each of which lists a model. 19195 // 19196 // Models is a required field 19197 Models []*ModelSummary `type:"list" required:"true"` 19198 19199 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 19200 // the next set of models, use it in the subsequent request. 19201 NextToken *string `type:"string"` 19202} 19203 19204// String returns the string representation 19205func (s ListModelsOutput) String() string { 19206 return awsutil.Prettify(s) 19207} 19208 19209// GoString returns the string representation 19210func (s ListModelsOutput) GoString() string { 19211 return s.String() 19212} 19213 19214// SetModels sets the Models field's value. 19215func (s *ListModelsOutput) SetModels(v []*ModelSummary) *ListModelsOutput { 19216 s.Models = v 19217 return s 19218} 19219 19220// SetNextToken sets the NextToken field's value. 19221func (s *ListModelsOutput) SetNextToken(v string) *ListModelsOutput { 19222 s.NextToken = &v 19223 return s 19224} 19225 19226type ListNotebookInstanceLifecycleConfigsInput struct { 19227 _ struct{} `type:"structure"` 19228 19229 // A filter that returns only lifecycle configurations that were created after 19230 // the specified time (timestamp). 19231 CreationTimeAfter *time.Time `type:"timestamp"` 19232 19233 // A filter that returns only lifecycle configurations that were created before 19234 // the specified time (timestamp). 19235 CreationTimeBefore *time.Time `type:"timestamp"` 19236 19237 // A filter that returns only lifecycle configurations that were modified after 19238 // the specified time (timestamp). 19239 LastModifiedTimeAfter *time.Time `type:"timestamp"` 19240 19241 // A filter that returns only lifecycle configurations that were modified before 19242 // the specified time (timestamp). 19243 LastModifiedTimeBefore *time.Time `type:"timestamp"` 19244 19245 // The maximum number of lifecycle configurations to return in the response. 19246 MaxResults *int64 `min:"1" type:"integer"` 19247 19248 // A string in the lifecycle configuration name. This filter returns only lifecycle 19249 // configurations whose name contains the specified string. 19250 NameContains *string `type:"string"` 19251 19252 // If the result of a ListNotebookInstanceLifecycleConfigs request was truncated, 19253 // the response includes a NextToken. To get the next set of lifecycle configurations, 19254 // use the token in the next request. 19255 NextToken *string `type:"string"` 19256 19257 // Sorts the list of results. The default is CreationTime. 19258 SortBy *string `type:"string" enum:"NotebookInstanceLifecycleConfigSortKey"` 19259 19260 // The sort order for results. 19261 SortOrder *string `type:"string" enum:"NotebookInstanceLifecycleConfigSortOrder"` 19262} 19263 19264// String returns the string representation 19265func (s ListNotebookInstanceLifecycleConfigsInput) String() string { 19266 return awsutil.Prettify(s) 19267} 19268 19269// GoString returns the string representation 19270func (s ListNotebookInstanceLifecycleConfigsInput) GoString() string { 19271 return s.String() 19272} 19273 19274// Validate inspects the fields of the type to determine if they are valid. 19275func (s *ListNotebookInstanceLifecycleConfigsInput) Validate() error { 19276 invalidParams := request.ErrInvalidParams{Context: "ListNotebookInstanceLifecycleConfigsInput"} 19277 if s.MaxResults != nil && *s.MaxResults < 1 { 19278 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19279 } 19280 19281 if invalidParams.Len() > 0 { 19282 return invalidParams 19283 } 19284 return nil 19285} 19286 19287// SetCreationTimeAfter sets the CreationTimeAfter field's value. 19288func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput { 19289 s.CreationTimeAfter = &v 19290 return s 19291} 19292 19293// SetCreationTimeBefore sets the CreationTimeBefore field's value. 19294func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput { 19295 s.CreationTimeBefore = &v 19296 return s 19297} 19298 19299// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 19300func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput { 19301 s.LastModifiedTimeAfter = &v 19302 return s 19303} 19304 19305// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 19306func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput { 19307 s.LastModifiedTimeBefore = &v 19308 return s 19309} 19310 19311// SetMaxResults sets the MaxResults field's value. 19312func (s *ListNotebookInstanceLifecycleConfigsInput) SetMaxResults(v int64) *ListNotebookInstanceLifecycleConfigsInput { 19313 s.MaxResults = &v 19314 return s 19315} 19316 19317// SetNameContains sets the NameContains field's value. 19318func (s *ListNotebookInstanceLifecycleConfigsInput) SetNameContains(v string) *ListNotebookInstanceLifecycleConfigsInput { 19319 s.NameContains = &v 19320 return s 19321} 19322 19323// SetNextToken sets the NextToken field's value. 19324func (s *ListNotebookInstanceLifecycleConfigsInput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsInput { 19325 s.NextToken = &v 19326 return s 19327} 19328 19329// SetSortBy sets the SortBy field's value. 19330func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortBy(v string) *ListNotebookInstanceLifecycleConfigsInput { 19331 s.SortBy = &v 19332 return s 19333} 19334 19335// SetSortOrder sets the SortOrder field's value. 19336func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortOrder(v string) *ListNotebookInstanceLifecycleConfigsInput { 19337 s.SortOrder = &v 19338 return s 19339} 19340 19341type ListNotebookInstanceLifecycleConfigsOutput struct { 19342 _ struct{} `type:"structure"` 19343 19344 // If the response is truncated, Amazon SageMaker returns this token. To get 19345 // the next set of lifecycle configurations, use it in the next request. 19346 NextToken *string `type:"string"` 19347 19348 // An array of NotebookInstanceLifecycleConfiguration objects, each listing 19349 // a lifecycle configuration. 19350 NotebookInstanceLifecycleConfigs []*NotebookInstanceLifecycleConfigSummary `type:"list"` 19351} 19352 19353// String returns the string representation 19354func (s ListNotebookInstanceLifecycleConfigsOutput) String() string { 19355 return awsutil.Prettify(s) 19356} 19357 19358// GoString returns the string representation 19359func (s ListNotebookInstanceLifecycleConfigsOutput) GoString() string { 19360 return s.String() 19361} 19362 19363// SetNextToken sets the NextToken field's value. 19364func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsOutput { 19365 s.NextToken = &v 19366 return s 19367} 19368 19369// SetNotebookInstanceLifecycleConfigs sets the NotebookInstanceLifecycleConfigs field's value. 19370func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs(v []*NotebookInstanceLifecycleConfigSummary) *ListNotebookInstanceLifecycleConfigsOutput { 19371 s.NotebookInstanceLifecycleConfigs = v 19372 return s 19373} 19374 19375type ListNotebookInstancesInput struct { 19376 _ struct{} `type:"structure"` 19377 19378 // A filter that returns only notebook instances with associated with the specified 19379 // git repository. 19380 AdditionalCodeRepositoryEquals *string `min:"1" type:"string"` 19381 19382 // A filter that returns only notebook instances that were created after the 19383 // specified time (timestamp). 19384 CreationTimeAfter *time.Time `type:"timestamp"` 19385 19386 // A filter that returns only notebook instances that were created before the 19387 // specified time (timestamp). 19388 CreationTimeBefore *time.Time `type:"timestamp"` 19389 19390 // A string in the name or URL of a Git repository associated with this notebook 19391 // instance. This filter returns only notebook instances associated with a git 19392 // repository with a name that contains the specified string. 19393 DefaultCodeRepositoryContains *string `type:"string"` 19394 19395 // A filter that returns only notebook instances that were modified after the 19396 // specified time (timestamp). 19397 LastModifiedTimeAfter *time.Time `type:"timestamp"` 19398 19399 // A filter that returns only notebook instances that were modified before the 19400 // specified time (timestamp). 19401 LastModifiedTimeBefore *time.Time `type:"timestamp"` 19402 19403 // The maximum number of notebook instances to return. 19404 MaxResults *int64 `min:"1" type:"integer"` 19405 19406 // A string in the notebook instances' name. This filter returns only notebook 19407 // instances whose name contains the specified string. 19408 NameContains *string `type:"string"` 19409 19410 // If the previous call to the ListNotebookInstances is truncated, the response 19411 // includes a NextToken. You can use this token in your subsequent ListNotebookInstances 19412 // request to fetch the next set of notebook instances. 19413 // 19414 // You might specify a filter or a sort order in your request. When response 19415 // is truncated, you must use the same values for the filer and sort order in 19416 // the next request. 19417 NextToken *string `type:"string"` 19418 19419 // A string in the name of a notebook instances lifecycle configuration associated 19420 // with this notebook instance. This filter returns only notebook instances 19421 // associated with a lifecycle configuration with a name that contains the specified 19422 // string. 19423 NotebookInstanceLifecycleConfigNameContains *string `type:"string"` 19424 19425 // The field to sort results by. The default is Name. 19426 SortBy *string `type:"string" enum:"NotebookInstanceSortKey"` 19427 19428 // The sort order for results. 19429 SortOrder *string `type:"string" enum:"NotebookInstanceSortOrder"` 19430 19431 // A filter that returns only notebook instances with the specified status. 19432 StatusEquals *string `type:"string" enum:"NotebookInstanceStatus"` 19433} 19434 19435// String returns the string representation 19436func (s ListNotebookInstancesInput) String() string { 19437 return awsutil.Prettify(s) 19438} 19439 19440// GoString returns the string representation 19441func (s ListNotebookInstancesInput) GoString() string { 19442 return s.String() 19443} 19444 19445// Validate inspects the fields of the type to determine if they are valid. 19446func (s *ListNotebookInstancesInput) Validate() error { 19447 invalidParams := request.ErrInvalidParams{Context: "ListNotebookInstancesInput"} 19448 if s.AdditionalCodeRepositoryEquals != nil && len(*s.AdditionalCodeRepositoryEquals) < 1 { 19449 invalidParams.Add(request.NewErrParamMinLen("AdditionalCodeRepositoryEquals", 1)) 19450 } 19451 if s.MaxResults != nil && *s.MaxResults < 1 { 19452 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19453 } 19454 19455 if invalidParams.Len() > 0 { 19456 return invalidParams 19457 } 19458 return nil 19459} 19460 19461// SetAdditionalCodeRepositoryEquals sets the AdditionalCodeRepositoryEquals field's value. 19462func (s *ListNotebookInstancesInput) SetAdditionalCodeRepositoryEquals(v string) *ListNotebookInstancesInput { 19463 s.AdditionalCodeRepositoryEquals = &v 19464 return s 19465} 19466 19467// SetCreationTimeAfter sets the CreationTimeAfter field's value. 19468func (s *ListNotebookInstancesInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstancesInput { 19469 s.CreationTimeAfter = &v 19470 return s 19471} 19472 19473// SetCreationTimeBefore sets the CreationTimeBefore field's value. 19474func (s *ListNotebookInstancesInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstancesInput { 19475 s.CreationTimeBefore = &v 19476 return s 19477} 19478 19479// SetDefaultCodeRepositoryContains sets the DefaultCodeRepositoryContains field's value. 19480func (s *ListNotebookInstancesInput) SetDefaultCodeRepositoryContains(v string) *ListNotebookInstancesInput { 19481 s.DefaultCodeRepositoryContains = &v 19482 return s 19483} 19484 19485// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 19486func (s *ListNotebookInstancesInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstancesInput { 19487 s.LastModifiedTimeAfter = &v 19488 return s 19489} 19490 19491// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 19492func (s *ListNotebookInstancesInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstancesInput { 19493 s.LastModifiedTimeBefore = &v 19494 return s 19495} 19496 19497// SetMaxResults sets the MaxResults field's value. 19498func (s *ListNotebookInstancesInput) SetMaxResults(v int64) *ListNotebookInstancesInput { 19499 s.MaxResults = &v 19500 return s 19501} 19502 19503// SetNameContains sets the NameContains field's value. 19504func (s *ListNotebookInstancesInput) SetNameContains(v string) *ListNotebookInstancesInput { 19505 s.NameContains = &v 19506 return s 19507} 19508 19509// SetNextToken sets the NextToken field's value. 19510func (s *ListNotebookInstancesInput) SetNextToken(v string) *ListNotebookInstancesInput { 19511 s.NextToken = &v 19512 return s 19513} 19514 19515// SetNotebookInstanceLifecycleConfigNameContains sets the NotebookInstanceLifecycleConfigNameContains field's value. 19516func (s *ListNotebookInstancesInput) SetNotebookInstanceLifecycleConfigNameContains(v string) *ListNotebookInstancesInput { 19517 s.NotebookInstanceLifecycleConfigNameContains = &v 19518 return s 19519} 19520 19521// SetSortBy sets the SortBy field's value. 19522func (s *ListNotebookInstancesInput) SetSortBy(v string) *ListNotebookInstancesInput { 19523 s.SortBy = &v 19524 return s 19525} 19526 19527// SetSortOrder sets the SortOrder field's value. 19528func (s *ListNotebookInstancesInput) SetSortOrder(v string) *ListNotebookInstancesInput { 19529 s.SortOrder = &v 19530 return s 19531} 19532 19533// SetStatusEquals sets the StatusEquals field's value. 19534func (s *ListNotebookInstancesInput) SetStatusEquals(v string) *ListNotebookInstancesInput { 19535 s.StatusEquals = &v 19536 return s 19537} 19538 19539type ListNotebookInstancesOutput struct { 19540 _ struct{} `type:"structure"` 19541 19542 // If the response to the previous ListNotebookInstances request was truncated, 19543 // Amazon SageMaker returns this token. To retrieve the next set of notebook 19544 // instances, use the token in the next request. 19545 NextToken *string `type:"string"` 19546 19547 // An array of NotebookInstanceSummary objects, one for each notebook instance. 19548 NotebookInstances []*NotebookInstanceSummary `type:"list"` 19549} 19550 19551// String returns the string representation 19552func (s ListNotebookInstancesOutput) String() string { 19553 return awsutil.Prettify(s) 19554} 19555 19556// GoString returns the string representation 19557func (s ListNotebookInstancesOutput) GoString() string { 19558 return s.String() 19559} 19560 19561// SetNextToken sets the NextToken field's value. 19562func (s *ListNotebookInstancesOutput) SetNextToken(v string) *ListNotebookInstancesOutput { 19563 s.NextToken = &v 19564 return s 19565} 19566 19567// SetNotebookInstances sets the NotebookInstances field's value. 19568func (s *ListNotebookInstancesOutput) SetNotebookInstances(v []*NotebookInstanceSummary) *ListNotebookInstancesOutput { 19569 s.NotebookInstances = v 19570 return s 19571} 19572 19573type ListSubscribedWorkteamsInput struct { 19574 _ struct{} `type:"structure"` 19575 19576 // The maximum number of work teams to return in each page of the response. 19577 MaxResults *int64 `min:"1" type:"integer"` 19578 19579 // A string in the work team name. This filter returns only work teams whose 19580 // name contains the specified string. 19581 NameContains *string `min:"1" type:"string"` 19582 19583 // If the result of the previous ListSubscribedWorkteams request was truncated, 19584 // the response includes a NextToken. To retrieve the next set of labeling jobs, 19585 // use the token in the next request. 19586 NextToken *string `type:"string"` 19587} 19588 19589// String returns the string representation 19590func (s ListSubscribedWorkteamsInput) String() string { 19591 return awsutil.Prettify(s) 19592} 19593 19594// GoString returns the string representation 19595func (s ListSubscribedWorkteamsInput) GoString() string { 19596 return s.String() 19597} 19598 19599// Validate inspects the fields of the type to determine if they are valid. 19600func (s *ListSubscribedWorkteamsInput) Validate() error { 19601 invalidParams := request.ErrInvalidParams{Context: "ListSubscribedWorkteamsInput"} 19602 if s.MaxResults != nil && *s.MaxResults < 1 { 19603 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19604 } 19605 if s.NameContains != nil && len(*s.NameContains) < 1 { 19606 invalidParams.Add(request.NewErrParamMinLen("NameContains", 1)) 19607 } 19608 19609 if invalidParams.Len() > 0 { 19610 return invalidParams 19611 } 19612 return nil 19613} 19614 19615// SetMaxResults sets the MaxResults field's value. 19616func (s *ListSubscribedWorkteamsInput) SetMaxResults(v int64) *ListSubscribedWorkteamsInput { 19617 s.MaxResults = &v 19618 return s 19619} 19620 19621// SetNameContains sets the NameContains field's value. 19622func (s *ListSubscribedWorkteamsInput) SetNameContains(v string) *ListSubscribedWorkteamsInput { 19623 s.NameContains = &v 19624 return s 19625} 19626 19627// SetNextToken sets the NextToken field's value. 19628func (s *ListSubscribedWorkteamsInput) SetNextToken(v string) *ListSubscribedWorkteamsInput { 19629 s.NextToken = &v 19630 return s 19631} 19632 19633type ListSubscribedWorkteamsOutput struct { 19634 _ struct{} `type:"structure"` 19635 19636 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 19637 // the next set of work teams, use it in the subsequent request. 19638 NextToken *string `type:"string"` 19639 19640 // An array of Workteam objects, each describing a work team. 19641 // 19642 // SubscribedWorkteams is a required field 19643 SubscribedWorkteams []*SubscribedWorkteam `type:"list" required:"true"` 19644} 19645 19646// String returns the string representation 19647func (s ListSubscribedWorkteamsOutput) String() string { 19648 return awsutil.Prettify(s) 19649} 19650 19651// GoString returns the string representation 19652func (s ListSubscribedWorkteamsOutput) GoString() string { 19653 return s.String() 19654} 19655 19656// SetNextToken sets the NextToken field's value. 19657func (s *ListSubscribedWorkteamsOutput) SetNextToken(v string) *ListSubscribedWorkteamsOutput { 19658 s.NextToken = &v 19659 return s 19660} 19661 19662// SetSubscribedWorkteams sets the SubscribedWorkteams field's value. 19663func (s *ListSubscribedWorkteamsOutput) SetSubscribedWorkteams(v []*SubscribedWorkteam) *ListSubscribedWorkteamsOutput { 19664 s.SubscribedWorkteams = v 19665 return s 19666} 19667 19668type ListTagsInput struct { 19669 _ struct{} `type:"structure"` 19670 19671 // Maximum number of tags to return. 19672 MaxResults *int64 `min:"50" type:"integer"` 19673 19674 // If the response to the previous ListTags request is truncated, Amazon SageMaker 19675 // returns this token. To retrieve the next set of tags, use it in the subsequent 19676 // request. 19677 NextToken *string `type:"string"` 19678 19679 // The Amazon Resource Name (ARN) of the resource whose tags you want to retrieve. 19680 // 19681 // ResourceArn is a required field 19682 ResourceArn *string `type:"string" required:"true"` 19683} 19684 19685// String returns the string representation 19686func (s ListTagsInput) String() string { 19687 return awsutil.Prettify(s) 19688} 19689 19690// GoString returns the string representation 19691func (s ListTagsInput) GoString() string { 19692 return s.String() 19693} 19694 19695// Validate inspects the fields of the type to determine if they are valid. 19696func (s *ListTagsInput) Validate() error { 19697 invalidParams := request.ErrInvalidParams{Context: "ListTagsInput"} 19698 if s.MaxResults != nil && *s.MaxResults < 50 { 19699 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 50)) 19700 } 19701 if s.ResourceArn == nil { 19702 invalidParams.Add(request.NewErrParamRequired("ResourceArn")) 19703 } 19704 19705 if invalidParams.Len() > 0 { 19706 return invalidParams 19707 } 19708 return nil 19709} 19710 19711// SetMaxResults sets the MaxResults field's value. 19712func (s *ListTagsInput) SetMaxResults(v int64) *ListTagsInput { 19713 s.MaxResults = &v 19714 return s 19715} 19716 19717// SetNextToken sets the NextToken field's value. 19718func (s *ListTagsInput) SetNextToken(v string) *ListTagsInput { 19719 s.NextToken = &v 19720 return s 19721} 19722 19723// SetResourceArn sets the ResourceArn field's value. 19724func (s *ListTagsInput) SetResourceArn(v string) *ListTagsInput { 19725 s.ResourceArn = &v 19726 return s 19727} 19728 19729type ListTagsOutput struct { 19730 _ struct{} `type:"structure"` 19731 19732 // If response is truncated, Amazon SageMaker includes a token in the response. 19733 // You can use this token in your subsequent request to fetch next set of tokens. 19734 NextToken *string `type:"string"` 19735 19736 // An array of Tag objects, each with a tag key and a value. 19737 Tags []*Tag `type:"list"` 19738} 19739 19740// String returns the string representation 19741func (s ListTagsOutput) String() string { 19742 return awsutil.Prettify(s) 19743} 19744 19745// GoString returns the string representation 19746func (s ListTagsOutput) GoString() string { 19747 return s.String() 19748} 19749 19750// SetNextToken sets the NextToken field's value. 19751func (s *ListTagsOutput) SetNextToken(v string) *ListTagsOutput { 19752 s.NextToken = &v 19753 return s 19754} 19755 19756// SetTags sets the Tags field's value. 19757func (s *ListTagsOutput) SetTags(v []*Tag) *ListTagsOutput { 19758 s.Tags = v 19759 return s 19760} 19761 19762type ListTrainingJobsForHyperParameterTuningJobInput struct { 19763 _ struct{} `type:"structure"` 19764 19765 // The name of the tuning job whose training jobs you want to list. 19766 // 19767 // HyperParameterTuningJobName is a required field 19768 HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"` 19769 19770 // The maximum number of training jobs to return. The default value is 10. 19771 MaxResults *int64 `min:"1" type:"integer"` 19772 19773 // If the result of the previous ListTrainingJobsForHyperParameterTuningJob 19774 // request was truncated, the response includes a NextToken. To retrieve the 19775 // next set of training jobs, use the token in the next request. 19776 NextToken *string `type:"string"` 19777 19778 // The field to sort results by. The default is Name. 19779 // 19780 // If the value of this field is FinalObjectiveMetricValue, any training jobs 19781 // that did not return an objective metric are not listed. 19782 SortBy *string `type:"string" enum:"TrainingJobSortByOptions"` 19783 19784 // The sort order for results. The default is Ascending. 19785 SortOrder *string `type:"string" enum:"SortOrder"` 19786 19787 // A filter that returns only training jobs with the specified status. 19788 StatusEquals *string `type:"string" enum:"TrainingJobStatus"` 19789} 19790 19791// String returns the string representation 19792func (s ListTrainingJobsForHyperParameterTuningJobInput) String() string { 19793 return awsutil.Prettify(s) 19794} 19795 19796// GoString returns the string representation 19797func (s ListTrainingJobsForHyperParameterTuningJobInput) GoString() string { 19798 return s.String() 19799} 19800 19801// Validate inspects the fields of the type to determine if they are valid. 19802func (s *ListTrainingJobsForHyperParameterTuningJobInput) Validate() error { 19803 invalidParams := request.ErrInvalidParams{Context: "ListTrainingJobsForHyperParameterTuningJobInput"} 19804 if s.HyperParameterTuningJobName == nil { 19805 invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName")) 19806 } 19807 if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 { 19808 invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1)) 19809 } 19810 if s.MaxResults != nil && *s.MaxResults < 1 { 19811 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19812 } 19813 19814 if invalidParams.Len() > 0 { 19815 return invalidParams 19816 } 19817 return nil 19818} 19819 19820// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 19821func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *ListTrainingJobsForHyperParameterTuningJobInput { 19822 s.HyperParameterTuningJobName = &v 19823 return s 19824} 19825 19826// SetMaxResults sets the MaxResults field's value. 19827func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults(v int64) *ListTrainingJobsForHyperParameterTuningJobInput { 19828 s.MaxResults = &v 19829 return s 19830} 19831 19832// SetNextToken sets the NextToken field's value. 19833func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobInput { 19834 s.NextToken = &v 19835 return s 19836} 19837 19838// SetSortBy sets the SortBy field's value. 19839func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy(v string) *ListTrainingJobsForHyperParameterTuningJobInput { 19840 s.SortBy = &v 19841 return s 19842} 19843 19844// SetSortOrder sets the SortOrder field's value. 19845func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder(v string) *ListTrainingJobsForHyperParameterTuningJobInput { 19846 s.SortOrder = &v 19847 return s 19848} 19849 19850// SetStatusEquals sets the StatusEquals field's value. 19851func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals(v string) *ListTrainingJobsForHyperParameterTuningJobInput { 19852 s.StatusEquals = &v 19853 return s 19854} 19855 19856type ListTrainingJobsForHyperParameterTuningJobOutput struct { 19857 _ struct{} `type:"structure"` 19858 19859 // If the result of this ListTrainingJobsForHyperParameterTuningJob request 19860 // was truncated, the response includes a NextToken. To retrieve the next set 19861 // of training jobs, use the token in the next request. 19862 NextToken *string `type:"string"` 19863 19864 // A list of TrainingJobSummary objects that describe the training jobs that 19865 // the ListTrainingJobsForHyperParameterTuningJob request returned. 19866 // 19867 // TrainingJobSummaries is a required field 19868 TrainingJobSummaries []*HyperParameterTrainingJobSummary `type:"list" required:"true"` 19869} 19870 19871// String returns the string representation 19872func (s ListTrainingJobsForHyperParameterTuningJobOutput) String() string { 19873 return awsutil.Prettify(s) 19874} 19875 19876// GoString returns the string representation 19877func (s ListTrainingJobsForHyperParameterTuningJobOutput) GoString() string { 19878 return s.String() 19879} 19880 19881// SetNextToken sets the NextToken field's value. 19882func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobOutput { 19883 s.NextToken = &v 19884 return s 19885} 19886 19887// SetTrainingJobSummaries sets the TrainingJobSummaries field's value. 19888func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries(v []*HyperParameterTrainingJobSummary) *ListTrainingJobsForHyperParameterTuningJobOutput { 19889 s.TrainingJobSummaries = v 19890 return s 19891} 19892 19893type ListTrainingJobsInput struct { 19894 _ struct{} `type:"structure"` 19895 19896 // A filter that returns only training jobs created after the specified time 19897 // (timestamp). 19898 CreationTimeAfter *time.Time `type:"timestamp"` 19899 19900 // A filter that returns only training jobs created before the specified time 19901 // (timestamp). 19902 CreationTimeBefore *time.Time `type:"timestamp"` 19903 19904 // A filter that returns only training jobs modified after the specified time 19905 // (timestamp). 19906 LastModifiedTimeAfter *time.Time `type:"timestamp"` 19907 19908 // A filter that returns only training jobs modified before the specified time 19909 // (timestamp). 19910 LastModifiedTimeBefore *time.Time `type:"timestamp"` 19911 19912 // The maximum number of training jobs to return in the response. 19913 MaxResults *int64 `min:"1" type:"integer"` 19914 19915 // A string in the training job name. This filter returns only training jobs 19916 // whose name contains the specified string. 19917 NameContains *string `type:"string"` 19918 19919 // If the result of the previous ListTrainingJobs request was truncated, the 19920 // response includes a NextToken. To retrieve the next set of training jobs, 19921 // use the token in the next request. 19922 NextToken *string `type:"string"` 19923 19924 // The field to sort results by. The default is CreationTime. 19925 SortBy *string `type:"string" enum:"SortBy"` 19926 19927 // The sort order for results. The default is Ascending. 19928 SortOrder *string `type:"string" enum:"SortOrder"` 19929 19930 // A filter that retrieves only training jobs with a specific status. 19931 StatusEquals *string `type:"string" enum:"TrainingJobStatus"` 19932} 19933 19934// String returns the string representation 19935func (s ListTrainingJobsInput) String() string { 19936 return awsutil.Prettify(s) 19937} 19938 19939// GoString returns the string representation 19940func (s ListTrainingJobsInput) GoString() string { 19941 return s.String() 19942} 19943 19944// Validate inspects the fields of the type to determine if they are valid. 19945func (s *ListTrainingJobsInput) Validate() error { 19946 invalidParams := request.ErrInvalidParams{Context: "ListTrainingJobsInput"} 19947 if s.MaxResults != nil && *s.MaxResults < 1 { 19948 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 19949 } 19950 19951 if invalidParams.Len() > 0 { 19952 return invalidParams 19953 } 19954 return nil 19955} 19956 19957// SetCreationTimeAfter sets the CreationTimeAfter field's value. 19958func (s *ListTrainingJobsInput) SetCreationTimeAfter(v time.Time) *ListTrainingJobsInput { 19959 s.CreationTimeAfter = &v 19960 return s 19961} 19962 19963// SetCreationTimeBefore sets the CreationTimeBefore field's value. 19964func (s *ListTrainingJobsInput) SetCreationTimeBefore(v time.Time) *ListTrainingJobsInput { 19965 s.CreationTimeBefore = &v 19966 return s 19967} 19968 19969// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 19970func (s *ListTrainingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTrainingJobsInput { 19971 s.LastModifiedTimeAfter = &v 19972 return s 19973} 19974 19975// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 19976func (s *ListTrainingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTrainingJobsInput { 19977 s.LastModifiedTimeBefore = &v 19978 return s 19979} 19980 19981// SetMaxResults sets the MaxResults field's value. 19982func (s *ListTrainingJobsInput) SetMaxResults(v int64) *ListTrainingJobsInput { 19983 s.MaxResults = &v 19984 return s 19985} 19986 19987// SetNameContains sets the NameContains field's value. 19988func (s *ListTrainingJobsInput) SetNameContains(v string) *ListTrainingJobsInput { 19989 s.NameContains = &v 19990 return s 19991} 19992 19993// SetNextToken sets the NextToken field's value. 19994func (s *ListTrainingJobsInput) SetNextToken(v string) *ListTrainingJobsInput { 19995 s.NextToken = &v 19996 return s 19997} 19998 19999// SetSortBy sets the SortBy field's value. 20000func (s *ListTrainingJobsInput) SetSortBy(v string) *ListTrainingJobsInput { 20001 s.SortBy = &v 20002 return s 20003} 20004 20005// SetSortOrder sets the SortOrder field's value. 20006func (s *ListTrainingJobsInput) SetSortOrder(v string) *ListTrainingJobsInput { 20007 s.SortOrder = &v 20008 return s 20009} 20010 20011// SetStatusEquals sets the StatusEquals field's value. 20012func (s *ListTrainingJobsInput) SetStatusEquals(v string) *ListTrainingJobsInput { 20013 s.StatusEquals = &v 20014 return s 20015} 20016 20017type ListTrainingJobsOutput struct { 20018 _ struct{} `type:"structure"` 20019 20020 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 20021 // the next set of training jobs, use it in the subsequent request. 20022 NextToken *string `type:"string"` 20023 20024 // An array of TrainingJobSummary objects, each listing a training job. 20025 // 20026 // TrainingJobSummaries is a required field 20027 TrainingJobSummaries []*TrainingJobSummary `type:"list" required:"true"` 20028} 20029 20030// String returns the string representation 20031func (s ListTrainingJobsOutput) String() string { 20032 return awsutil.Prettify(s) 20033} 20034 20035// GoString returns the string representation 20036func (s ListTrainingJobsOutput) GoString() string { 20037 return s.String() 20038} 20039 20040// SetNextToken sets the NextToken field's value. 20041func (s *ListTrainingJobsOutput) SetNextToken(v string) *ListTrainingJobsOutput { 20042 s.NextToken = &v 20043 return s 20044} 20045 20046// SetTrainingJobSummaries sets the TrainingJobSummaries field's value. 20047func (s *ListTrainingJobsOutput) SetTrainingJobSummaries(v []*TrainingJobSummary) *ListTrainingJobsOutput { 20048 s.TrainingJobSummaries = v 20049 return s 20050} 20051 20052type ListTransformJobsInput struct { 20053 _ struct{} `type:"structure"` 20054 20055 // A filter that returns only transform jobs created after the specified time. 20056 CreationTimeAfter *time.Time `type:"timestamp"` 20057 20058 // A filter that returns only transform jobs created before the specified time. 20059 CreationTimeBefore *time.Time `type:"timestamp"` 20060 20061 // A filter that returns only transform jobs modified after the specified time. 20062 LastModifiedTimeAfter *time.Time `type:"timestamp"` 20063 20064 // A filter that returns only transform jobs modified before the specified time. 20065 LastModifiedTimeBefore *time.Time `type:"timestamp"` 20066 20067 // The maximum number of transform jobs to return in the response. The default 20068 // value is 10. 20069 MaxResults *int64 `min:"1" type:"integer"` 20070 20071 // A string in the transform job name. This filter returns only transform jobs 20072 // whose name contains the specified string. 20073 NameContains *string `type:"string"` 20074 20075 // If the result of the previous ListTransformJobs request was truncated, the 20076 // response includes a NextToken. To retrieve the next set of transform jobs, 20077 // use the token in the next request. 20078 NextToken *string `type:"string"` 20079 20080 // The field to sort results by. The default is CreationTime. 20081 SortBy *string `type:"string" enum:"SortBy"` 20082 20083 // The sort order for results. The default is Descending. 20084 SortOrder *string `type:"string" enum:"SortOrder"` 20085 20086 // A filter that retrieves only transform jobs with a specific status. 20087 StatusEquals *string `type:"string" enum:"TransformJobStatus"` 20088} 20089 20090// String returns the string representation 20091func (s ListTransformJobsInput) String() string { 20092 return awsutil.Prettify(s) 20093} 20094 20095// GoString returns the string representation 20096func (s ListTransformJobsInput) GoString() string { 20097 return s.String() 20098} 20099 20100// Validate inspects the fields of the type to determine if they are valid. 20101func (s *ListTransformJobsInput) Validate() error { 20102 invalidParams := request.ErrInvalidParams{Context: "ListTransformJobsInput"} 20103 if s.MaxResults != nil && *s.MaxResults < 1 { 20104 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 20105 } 20106 20107 if invalidParams.Len() > 0 { 20108 return invalidParams 20109 } 20110 return nil 20111} 20112 20113// SetCreationTimeAfter sets the CreationTimeAfter field's value. 20114func (s *ListTransformJobsInput) SetCreationTimeAfter(v time.Time) *ListTransformJobsInput { 20115 s.CreationTimeAfter = &v 20116 return s 20117} 20118 20119// SetCreationTimeBefore sets the CreationTimeBefore field's value. 20120func (s *ListTransformJobsInput) SetCreationTimeBefore(v time.Time) *ListTransformJobsInput { 20121 s.CreationTimeBefore = &v 20122 return s 20123} 20124 20125// SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value. 20126func (s *ListTransformJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTransformJobsInput { 20127 s.LastModifiedTimeAfter = &v 20128 return s 20129} 20130 20131// SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value. 20132func (s *ListTransformJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTransformJobsInput { 20133 s.LastModifiedTimeBefore = &v 20134 return s 20135} 20136 20137// SetMaxResults sets the MaxResults field's value. 20138func (s *ListTransformJobsInput) SetMaxResults(v int64) *ListTransformJobsInput { 20139 s.MaxResults = &v 20140 return s 20141} 20142 20143// SetNameContains sets the NameContains field's value. 20144func (s *ListTransformJobsInput) SetNameContains(v string) *ListTransformJobsInput { 20145 s.NameContains = &v 20146 return s 20147} 20148 20149// SetNextToken sets the NextToken field's value. 20150func (s *ListTransformJobsInput) SetNextToken(v string) *ListTransformJobsInput { 20151 s.NextToken = &v 20152 return s 20153} 20154 20155// SetSortBy sets the SortBy field's value. 20156func (s *ListTransformJobsInput) SetSortBy(v string) *ListTransformJobsInput { 20157 s.SortBy = &v 20158 return s 20159} 20160 20161// SetSortOrder sets the SortOrder field's value. 20162func (s *ListTransformJobsInput) SetSortOrder(v string) *ListTransformJobsInput { 20163 s.SortOrder = &v 20164 return s 20165} 20166 20167// SetStatusEquals sets the StatusEquals field's value. 20168func (s *ListTransformJobsInput) SetStatusEquals(v string) *ListTransformJobsInput { 20169 s.StatusEquals = &v 20170 return s 20171} 20172 20173type ListTransformJobsOutput struct { 20174 _ struct{} `type:"structure"` 20175 20176 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 20177 // the next set of transform jobs, use it in the next request. 20178 NextToken *string `type:"string"` 20179 20180 // An array of TransformJobSummary objects. 20181 // 20182 // TransformJobSummaries is a required field 20183 TransformJobSummaries []*TransformJobSummary `type:"list" required:"true"` 20184} 20185 20186// String returns the string representation 20187func (s ListTransformJobsOutput) String() string { 20188 return awsutil.Prettify(s) 20189} 20190 20191// GoString returns the string representation 20192func (s ListTransformJobsOutput) GoString() string { 20193 return s.String() 20194} 20195 20196// SetNextToken sets the NextToken field's value. 20197func (s *ListTransformJobsOutput) SetNextToken(v string) *ListTransformJobsOutput { 20198 s.NextToken = &v 20199 return s 20200} 20201 20202// SetTransformJobSummaries sets the TransformJobSummaries field's value. 20203func (s *ListTransformJobsOutput) SetTransformJobSummaries(v []*TransformJobSummary) *ListTransformJobsOutput { 20204 s.TransformJobSummaries = v 20205 return s 20206} 20207 20208type ListWorkteamsInput struct { 20209 _ struct{} `type:"structure"` 20210 20211 // The maximum number of work teams to return in each page of the response. 20212 MaxResults *int64 `min:"1" type:"integer"` 20213 20214 // A string in the work team's name. This filter returns only work teams whose 20215 // name contains the specified string. 20216 NameContains *string `min:"1" type:"string"` 20217 20218 // If the result of the previous ListWorkteams request was truncated, the response 20219 // includes a NextToken. To retrieve the next set of labeling jobs, use the 20220 // token in the next request. 20221 NextToken *string `type:"string"` 20222 20223 // The field to sort results by. The default is CreationTime. 20224 SortBy *string `type:"string" enum:"ListWorkteamsSortByOptions"` 20225 20226 // The sort order for results. The default is Ascending. 20227 SortOrder *string `type:"string" enum:"SortOrder"` 20228} 20229 20230// String returns the string representation 20231func (s ListWorkteamsInput) String() string { 20232 return awsutil.Prettify(s) 20233} 20234 20235// GoString returns the string representation 20236func (s ListWorkteamsInput) GoString() string { 20237 return s.String() 20238} 20239 20240// Validate inspects the fields of the type to determine if they are valid. 20241func (s *ListWorkteamsInput) Validate() error { 20242 invalidParams := request.ErrInvalidParams{Context: "ListWorkteamsInput"} 20243 if s.MaxResults != nil && *s.MaxResults < 1 { 20244 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 20245 } 20246 if s.NameContains != nil && len(*s.NameContains) < 1 { 20247 invalidParams.Add(request.NewErrParamMinLen("NameContains", 1)) 20248 } 20249 20250 if invalidParams.Len() > 0 { 20251 return invalidParams 20252 } 20253 return nil 20254} 20255 20256// SetMaxResults sets the MaxResults field's value. 20257func (s *ListWorkteamsInput) SetMaxResults(v int64) *ListWorkteamsInput { 20258 s.MaxResults = &v 20259 return s 20260} 20261 20262// SetNameContains sets the NameContains field's value. 20263func (s *ListWorkteamsInput) SetNameContains(v string) *ListWorkteamsInput { 20264 s.NameContains = &v 20265 return s 20266} 20267 20268// SetNextToken sets the NextToken field's value. 20269func (s *ListWorkteamsInput) SetNextToken(v string) *ListWorkteamsInput { 20270 s.NextToken = &v 20271 return s 20272} 20273 20274// SetSortBy sets the SortBy field's value. 20275func (s *ListWorkteamsInput) SetSortBy(v string) *ListWorkteamsInput { 20276 s.SortBy = &v 20277 return s 20278} 20279 20280// SetSortOrder sets the SortOrder field's value. 20281func (s *ListWorkteamsInput) SetSortOrder(v string) *ListWorkteamsInput { 20282 s.SortOrder = &v 20283 return s 20284} 20285 20286type ListWorkteamsOutput struct { 20287 _ struct{} `type:"structure"` 20288 20289 // If the response is truncated, Amazon SageMaker returns this token. To retrieve 20290 // the next set of work teams, use it in the subsequent request. 20291 NextToken *string `type:"string"` 20292 20293 // An array of Workteam objects, each describing a work team. 20294 // 20295 // Workteams is a required field 20296 Workteams []*Workteam `type:"list" required:"true"` 20297} 20298 20299// String returns the string representation 20300func (s ListWorkteamsOutput) String() string { 20301 return awsutil.Prettify(s) 20302} 20303 20304// GoString returns the string representation 20305func (s ListWorkteamsOutput) GoString() string { 20306 return s.String() 20307} 20308 20309// SetNextToken sets the NextToken field's value. 20310func (s *ListWorkteamsOutput) SetNextToken(v string) *ListWorkteamsOutput { 20311 s.NextToken = &v 20312 return s 20313} 20314 20315// SetWorkteams sets the Workteams field's value. 20316func (s *ListWorkteamsOutput) SetWorkteams(v []*Workteam) *ListWorkteamsOutput { 20317 s.Workteams = v 20318 return s 20319} 20320 20321// Defines the Amazon Cognito user group that is part of a work team. 20322type MemberDefinition struct { 20323 _ struct{} `type:"structure"` 20324 20325 // The Amazon Cognito user group that is part of the work team. 20326 CognitoMemberDefinition *CognitoMemberDefinition `type:"structure"` 20327} 20328 20329// String returns the string representation 20330func (s MemberDefinition) String() string { 20331 return awsutil.Prettify(s) 20332} 20333 20334// GoString returns the string representation 20335func (s MemberDefinition) GoString() string { 20336 return s.String() 20337} 20338 20339// Validate inspects the fields of the type to determine if they are valid. 20340func (s *MemberDefinition) Validate() error { 20341 invalidParams := request.ErrInvalidParams{Context: "MemberDefinition"} 20342 if s.CognitoMemberDefinition != nil { 20343 if err := s.CognitoMemberDefinition.Validate(); err != nil { 20344 invalidParams.AddNested("CognitoMemberDefinition", err.(request.ErrInvalidParams)) 20345 } 20346 } 20347 20348 if invalidParams.Len() > 0 { 20349 return invalidParams 20350 } 20351 return nil 20352} 20353 20354// SetCognitoMemberDefinition sets the CognitoMemberDefinition field's value. 20355func (s *MemberDefinition) SetCognitoMemberDefinition(v *CognitoMemberDefinition) *MemberDefinition { 20356 s.CognitoMemberDefinition = v 20357 return s 20358} 20359 20360// The name, value, and date and time of a metric that was emitted to Amazon 20361// CloudWatch. 20362type MetricData struct { 20363 _ struct{} `type:"structure"` 20364 20365 // The name of the metric. 20366 MetricName *string `min:"1" type:"string"` 20367 20368 // The date and time that the algorithm emitted the metric. 20369 Timestamp *time.Time `type:"timestamp"` 20370 20371 // The value of the metric. 20372 Value *float64 `type:"float"` 20373} 20374 20375// String returns the string representation 20376func (s MetricData) String() string { 20377 return awsutil.Prettify(s) 20378} 20379 20380// GoString returns the string representation 20381func (s MetricData) GoString() string { 20382 return s.String() 20383} 20384 20385// SetMetricName sets the MetricName field's value. 20386func (s *MetricData) SetMetricName(v string) *MetricData { 20387 s.MetricName = &v 20388 return s 20389} 20390 20391// SetTimestamp sets the Timestamp field's value. 20392func (s *MetricData) SetTimestamp(v time.Time) *MetricData { 20393 s.Timestamp = &v 20394 return s 20395} 20396 20397// SetValue sets the Value field's value. 20398func (s *MetricData) SetValue(v float64) *MetricData { 20399 s.Value = &v 20400 return s 20401} 20402 20403// Specifies a metric that the training algorithm writes to stderr or stdout 20404// . Amazon SageMakerhyperparameter tuning captures all defined metrics. You 20405// specify one metric that a hyperparameter tuning job uses as its objective 20406// metric to choose the best training job. 20407type MetricDefinition struct { 20408 _ struct{} `type:"structure"` 20409 20410 // The name of the metric. 20411 // 20412 // Name is a required field 20413 Name *string `min:"1" type:"string" required:"true"` 20414 20415 // A regular expression that searches the output of a training job and gets 20416 // the value of the metric. For more information about using regular expressions 20417 // to define metrics, see Defining Objective Metrics (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-metrics.html). 20418 // 20419 // Regex is a required field 20420 Regex *string `min:"1" type:"string" required:"true"` 20421} 20422 20423// String returns the string representation 20424func (s MetricDefinition) String() string { 20425 return awsutil.Prettify(s) 20426} 20427 20428// GoString returns the string representation 20429func (s MetricDefinition) GoString() string { 20430 return s.String() 20431} 20432 20433// Validate inspects the fields of the type to determine if they are valid. 20434func (s *MetricDefinition) Validate() error { 20435 invalidParams := request.ErrInvalidParams{Context: "MetricDefinition"} 20436 if s.Name == nil { 20437 invalidParams.Add(request.NewErrParamRequired("Name")) 20438 } 20439 if s.Name != nil && len(*s.Name) < 1 { 20440 invalidParams.Add(request.NewErrParamMinLen("Name", 1)) 20441 } 20442 if s.Regex == nil { 20443 invalidParams.Add(request.NewErrParamRequired("Regex")) 20444 } 20445 if s.Regex != nil && len(*s.Regex) < 1 { 20446 invalidParams.Add(request.NewErrParamMinLen("Regex", 1)) 20447 } 20448 20449 if invalidParams.Len() > 0 { 20450 return invalidParams 20451 } 20452 return nil 20453} 20454 20455// SetName sets the Name field's value. 20456func (s *MetricDefinition) SetName(v string) *MetricDefinition { 20457 s.Name = &v 20458 return s 20459} 20460 20461// SetRegex sets the Regex field's value. 20462func (s *MetricDefinition) SetRegex(v string) *MetricDefinition { 20463 s.Regex = &v 20464 return s 20465} 20466 20467// Provides information about the location that is configured for storing model 20468// artifacts. 20469type ModelArtifacts struct { 20470 _ struct{} `type:"structure"` 20471 20472 // The path of the S3 object that contains the model artifacts. For example, 20473 // s3://bucket-name/keynameprefix/model.tar.gz. 20474 // 20475 // S3ModelArtifacts is a required field 20476 S3ModelArtifacts *string `type:"string" required:"true"` 20477} 20478 20479// String returns the string representation 20480func (s ModelArtifacts) String() string { 20481 return awsutil.Prettify(s) 20482} 20483 20484// GoString returns the string representation 20485func (s ModelArtifacts) GoString() string { 20486 return s.String() 20487} 20488 20489// SetS3ModelArtifacts sets the S3ModelArtifacts field's value. 20490func (s *ModelArtifacts) SetS3ModelArtifacts(v string) *ModelArtifacts { 20491 s.S3ModelArtifacts = &v 20492 return s 20493} 20494 20495// Describes the Docker container for the model package. 20496type ModelPackageContainerDefinition struct { 20497 _ struct{} `type:"structure"` 20498 20499 // The DNS host name for the Docker container. 20500 ContainerHostname *string `type:"string"` 20501 20502 // The Amazon EC2 Container Registry (Amazon ECR) path where inference code 20503 // is stored. 20504 // 20505 // If you are using your own custom algorithm instead of an algorithm provided 20506 // by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements. 20507 // Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest] 20508 // image path formats. For more information, see Using Your Own Algorithms with 20509 // Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html). 20510 // 20511 // Image is a required field 20512 Image *string `type:"string" required:"true"` 20513 20514 // An MD5 hash of the training algorithm that identifies the Docker image used 20515 // for training. 20516 ImageDigest *string `type:"string"` 20517 20518 // The Amazon S3 path where the model artifacts, which result from model training, 20519 // are stored. This path must point to a single gzip compressed tar archive 20520 // (.tar.gz suffix). 20521 ModelDataUrl *string `type:"string"` 20522 20523 // The AWS Marketplace product ID of the model package. 20524 ProductId *string `type:"string"` 20525} 20526 20527// String returns the string representation 20528func (s ModelPackageContainerDefinition) String() string { 20529 return awsutil.Prettify(s) 20530} 20531 20532// GoString returns the string representation 20533func (s ModelPackageContainerDefinition) GoString() string { 20534 return s.String() 20535} 20536 20537// Validate inspects the fields of the type to determine if they are valid. 20538func (s *ModelPackageContainerDefinition) Validate() error { 20539 invalidParams := request.ErrInvalidParams{Context: "ModelPackageContainerDefinition"} 20540 if s.Image == nil { 20541 invalidParams.Add(request.NewErrParamRequired("Image")) 20542 } 20543 20544 if invalidParams.Len() > 0 { 20545 return invalidParams 20546 } 20547 return nil 20548} 20549 20550// SetContainerHostname sets the ContainerHostname field's value. 20551func (s *ModelPackageContainerDefinition) SetContainerHostname(v string) *ModelPackageContainerDefinition { 20552 s.ContainerHostname = &v 20553 return s 20554} 20555 20556// SetImage sets the Image field's value. 20557func (s *ModelPackageContainerDefinition) SetImage(v string) *ModelPackageContainerDefinition { 20558 s.Image = &v 20559 return s 20560} 20561 20562// SetImageDigest sets the ImageDigest field's value. 20563func (s *ModelPackageContainerDefinition) SetImageDigest(v string) *ModelPackageContainerDefinition { 20564 s.ImageDigest = &v 20565 return s 20566} 20567 20568// SetModelDataUrl sets the ModelDataUrl field's value. 20569func (s *ModelPackageContainerDefinition) SetModelDataUrl(v string) *ModelPackageContainerDefinition { 20570 s.ModelDataUrl = &v 20571 return s 20572} 20573 20574// SetProductId sets the ProductId field's value. 20575func (s *ModelPackageContainerDefinition) SetProductId(v string) *ModelPackageContainerDefinition { 20576 s.ProductId = &v 20577 return s 20578} 20579 20580// Specifies the validation and image scan statuses of the model package. 20581type ModelPackageStatusDetails struct { 20582 _ struct{} `type:"structure"` 20583 20584 // The status of the scan of the Docker image container for the model package. 20585 ImageScanStatuses []*ModelPackageStatusItem `type:"list"` 20586 20587 // The validation status of the model package. 20588 // 20589 // ValidationStatuses is a required field 20590 ValidationStatuses []*ModelPackageStatusItem `type:"list" required:"true"` 20591} 20592 20593// String returns the string representation 20594func (s ModelPackageStatusDetails) String() string { 20595 return awsutil.Prettify(s) 20596} 20597 20598// GoString returns the string representation 20599func (s ModelPackageStatusDetails) GoString() string { 20600 return s.String() 20601} 20602 20603// SetImageScanStatuses sets the ImageScanStatuses field's value. 20604func (s *ModelPackageStatusDetails) SetImageScanStatuses(v []*ModelPackageStatusItem) *ModelPackageStatusDetails { 20605 s.ImageScanStatuses = v 20606 return s 20607} 20608 20609// SetValidationStatuses sets the ValidationStatuses field's value. 20610func (s *ModelPackageStatusDetails) SetValidationStatuses(v []*ModelPackageStatusItem) *ModelPackageStatusDetails { 20611 s.ValidationStatuses = v 20612 return s 20613} 20614 20615// Represents the overall status of a model package. 20616type ModelPackageStatusItem struct { 20617 _ struct{} `type:"structure"` 20618 20619 // if the overall status is Failed, the reason for the failure. 20620 FailureReason *string `type:"string"` 20621 20622 // The name of the model package for which the overall status is being reported. 20623 // 20624 // Name is a required field 20625 Name *string `min:"1" type:"string" required:"true"` 20626 20627 // The current status. 20628 // 20629 // Status is a required field 20630 Status *string `type:"string" required:"true" enum:"DetailedModelPackageStatus"` 20631} 20632 20633// String returns the string representation 20634func (s ModelPackageStatusItem) String() string { 20635 return awsutil.Prettify(s) 20636} 20637 20638// GoString returns the string representation 20639func (s ModelPackageStatusItem) GoString() string { 20640 return s.String() 20641} 20642 20643// SetFailureReason sets the FailureReason field's value. 20644func (s *ModelPackageStatusItem) SetFailureReason(v string) *ModelPackageStatusItem { 20645 s.FailureReason = &v 20646 return s 20647} 20648 20649// SetName sets the Name field's value. 20650func (s *ModelPackageStatusItem) SetName(v string) *ModelPackageStatusItem { 20651 s.Name = &v 20652 return s 20653} 20654 20655// SetStatus sets the Status field's value. 20656func (s *ModelPackageStatusItem) SetStatus(v string) *ModelPackageStatusItem { 20657 s.Status = &v 20658 return s 20659} 20660 20661// Provides summary information about a model package. 20662type ModelPackageSummary struct { 20663 _ struct{} `type:"structure"` 20664 20665 // A timestamp that shows when the model package was created. 20666 // 20667 // CreationTime is a required field 20668 CreationTime *time.Time `type:"timestamp" required:"true"` 20669 20670 // The Amazon Resource Name (ARN) of the model package. 20671 // 20672 // ModelPackageArn is a required field 20673 ModelPackageArn *string `min:"1" type:"string" required:"true"` 20674 20675 // A brief description of the model package. 20676 ModelPackageDescription *string `type:"string"` 20677 20678 // The name of the model package. 20679 // 20680 // ModelPackageName is a required field 20681 ModelPackageName *string `min:"1" type:"string" required:"true"` 20682 20683 // The overall status of the model package. 20684 // 20685 // ModelPackageStatus is a required field 20686 ModelPackageStatus *string `type:"string" required:"true" enum:"ModelPackageStatus"` 20687} 20688 20689// String returns the string representation 20690func (s ModelPackageSummary) String() string { 20691 return awsutil.Prettify(s) 20692} 20693 20694// GoString returns the string representation 20695func (s ModelPackageSummary) GoString() string { 20696 return s.String() 20697} 20698 20699// SetCreationTime sets the CreationTime field's value. 20700func (s *ModelPackageSummary) SetCreationTime(v time.Time) *ModelPackageSummary { 20701 s.CreationTime = &v 20702 return s 20703} 20704 20705// SetModelPackageArn sets the ModelPackageArn field's value. 20706func (s *ModelPackageSummary) SetModelPackageArn(v string) *ModelPackageSummary { 20707 s.ModelPackageArn = &v 20708 return s 20709} 20710 20711// SetModelPackageDescription sets the ModelPackageDescription field's value. 20712func (s *ModelPackageSummary) SetModelPackageDescription(v string) *ModelPackageSummary { 20713 s.ModelPackageDescription = &v 20714 return s 20715} 20716 20717// SetModelPackageName sets the ModelPackageName field's value. 20718func (s *ModelPackageSummary) SetModelPackageName(v string) *ModelPackageSummary { 20719 s.ModelPackageName = &v 20720 return s 20721} 20722 20723// SetModelPackageStatus sets the ModelPackageStatus field's value. 20724func (s *ModelPackageSummary) SetModelPackageStatus(v string) *ModelPackageSummary { 20725 s.ModelPackageStatus = &v 20726 return s 20727} 20728 20729// Contains data, such as the inputs and targeted instance types that are used 20730// in the process of validating the model package. 20731// 20732// The data provided in the validation profile is made available to your buyers 20733// on AWS Marketplace. 20734type ModelPackageValidationProfile struct { 20735 _ struct{} `type:"structure"` 20736 20737 // The name of the profile for the model package. 20738 // 20739 // ProfileName is a required field 20740 ProfileName *string `min:"1" type:"string" required:"true"` 20741 20742 // The TransformJobDefinition object that describes the transform job used for 20743 // the validation of the model package. 20744 // 20745 // TransformJobDefinition is a required field 20746 TransformJobDefinition *TransformJobDefinition `type:"structure" required:"true"` 20747} 20748 20749// String returns the string representation 20750func (s ModelPackageValidationProfile) String() string { 20751 return awsutil.Prettify(s) 20752} 20753 20754// GoString returns the string representation 20755func (s ModelPackageValidationProfile) GoString() string { 20756 return s.String() 20757} 20758 20759// Validate inspects the fields of the type to determine if they are valid. 20760func (s *ModelPackageValidationProfile) Validate() error { 20761 invalidParams := request.ErrInvalidParams{Context: "ModelPackageValidationProfile"} 20762 if s.ProfileName == nil { 20763 invalidParams.Add(request.NewErrParamRequired("ProfileName")) 20764 } 20765 if s.ProfileName != nil && len(*s.ProfileName) < 1 { 20766 invalidParams.Add(request.NewErrParamMinLen("ProfileName", 1)) 20767 } 20768 if s.TransformJobDefinition == nil { 20769 invalidParams.Add(request.NewErrParamRequired("TransformJobDefinition")) 20770 } 20771 if s.TransformJobDefinition != nil { 20772 if err := s.TransformJobDefinition.Validate(); err != nil { 20773 invalidParams.AddNested("TransformJobDefinition", err.(request.ErrInvalidParams)) 20774 } 20775 } 20776 20777 if invalidParams.Len() > 0 { 20778 return invalidParams 20779 } 20780 return nil 20781} 20782 20783// SetProfileName sets the ProfileName field's value. 20784func (s *ModelPackageValidationProfile) SetProfileName(v string) *ModelPackageValidationProfile { 20785 s.ProfileName = &v 20786 return s 20787} 20788 20789// SetTransformJobDefinition sets the TransformJobDefinition field's value. 20790func (s *ModelPackageValidationProfile) SetTransformJobDefinition(v *TransformJobDefinition) *ModelPackageValidationProfile { 20791 s.TransformJobDefinition = v 20792 return s 20793} 20794 20795// Specifies batch transform jobs that Amazon SageMaker runs to validate your 20796// model package. 20797type ModelPackageValidationSpecification struct { 20798 _ struct{} `type:"structure"` 20799 20800 // An array of ModelPackageValidationProfile objects, each of which specifies 20801 // a batch transform job that Amazon SageMaker runs to validate your model package. 20802 // 20803 // ValidationProfiles is a required field 20804 ValidationProfiles []*ModelPackageValidationProfile `min:"1" type:"list" required:"true"` 20805 20806 // The IAM roles to be used for the validation of the model package. 20807 // 20808 // ValidationRole is a required field 20809 ValidationRole *string `min:"20" type:"string" required:"true"` 20810} 20811 20812// String returns the string representation 20813func (s ModelPackageValidationSpecification) String() string { 20814 return awsutil.Prettify(s) 20815} 20816 20817// GoString returns the string representation 20818func (s ModelPackageValidationSpecification) GoString() string { 20819 return s.String() 20820} 20821 20822// Validate inspects the fields of the type to determine if they are valid. 20823func (s *ModelPackageValidationSpecification) Validate() error { 20824 invalidParams := request.ErrInvalidParams{Context: "ModelPackageValidationSpecification"} 20825 if s.ValidationProfiles == nil { 20826 invalidParams.Add(request.NewErrParamRequired("ValidationProfiles")) 20827 } 20828 if s.ValidationProfiles != nil && len(s.ValidationProfiles) < 1 { 20829 invalidParams.Add(request.NewErrParamMinLen("ValidationProfiles", 1)) 20830 } 20831 if s.ValidationRole == nil { 20832 invalidParams.Add(request.NewErrParamRequired("ValidationRole")) 20833 } 20834 if s.ValidationRole != nil && len(*s.ValidationRole) < 20 { 20835 invalidParams.Add(request.NewErrParamMinLen("ValidationRole", 20)) 20836 } 20837 if s.ValidationProfiles != nil { 20838 for i, v := range s.ValidationProfiles { 20839 if v == nil { 20840 continue 20841 } 20842 if err := v.Validate(); err != nil { 20843 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ValidationProfiles", i), err.(request.ErrInvalidParams)) 20844 } 20845 } 20846 } 20847 20848 if invalidParams.Len() > 0 { 20849 return invalidParams 20850 } 20851 return nil 20852} 20853 20854// SetValidationProfiles sets the ValidationProfiles field's value. 20855func (s *ModelPackageValidationSpecification) SetValidationProfiles(v []*ModelPackageValidationProfile) *ModelPackageValidationSpecification { 20856 s.ValidationProfiles = v 20857 return s 20858} 20859 20860// SetValidationRole sets the ValidationRole field's value. 20861func (s *ModelPackageValidationSpecification) SetValidationRole(v string) *ModelPackageValidationSpecification { 20862 s.ValidationRole = &v 20863 return s 20864} 20865 20866// Provides summary information about a model. 20867type ModelSummary struct { 20868 _ struct{} `type:"structure"` 20869 20870 // A timestamp that indicates when the model was created. 20871 // 20872 // CreationTime is a required field 20873 CreationTime *time.Time `type:"timestamp" required:"true"` 20874 20875 // The Amazon Resource Name (ARN) of the model. 20876 // 20877 // ModelArn is a required field 20878 ModelArn *string `min:"20" type:"string" required:"true"` 20879 20880 // The name of the model that you want a summary for. 20881 // 20882 // ModelName is a required field 20883 ModelName *string `type:"string" required:"true"` 20884} 20885 20886// String returns the string representation 20887func (s ModelSummary) String() string { 20888 return awsutil.Prettify(s) 20889} 20890 20891// GoString returns the string representation 20892func (s ModelSummary) GoString() string { 20893 return s.String() 20894} 20895 20896// SetCreationTime sets the CreationTime field's value. 20897func (s *ModelSummary) SetCreationTime(v time.Time) *ModelSummary { 20898 s.CreationTime = &v 20899 return s 20900} 20901 20902// SetModelArn sets the ModelArn field's value. 20903func (s *ModelSummary) SetModelArn(v string) *ModelSummary { 20904 s.ModelArn = &v 20905 return s 20906} 20907 20908// SetModelName sets the ModelName field's value. 20909func (s *ModelSummary) SetModelName(v string) *ModelSummary { 20910 s.ModelName = &v 20911 return s 20912} 20913 20914// Defines a list of NestedFilters objects. To satisfy the conditions specified 20915// in the NestedFilters call, a resource must satisfy the conditions of all 20916// of the filters. 20917// 20918// For example, you could define a NestedFilters using the training job's InputDataConfig 20919// property to filter on Channel objects. 20920// 20921// A NestedFilters object contains multiple filters. For example, to find all 20922// training jobs whose name contains train and that have cat/data in their S3Uri 20923// (specified in InputDataConfig), you need to create a NestedFilters object 20924// that specifies the InputDataConfig property with the following Filter objects: 20925// 20926// * '{Name:"InputDataConfig.ChannelName", "Operator":"EQUALS", "Value":"train"}', 20927// 20928// * '{Name:"InputDataConfig.DataSource.S3DataSource.S3Uri", "Operator":"CONTAINS", 20929// "Value":"cat/data"}' 20930type NestedFilters struct { 20931 _ struct{} `type:"structure"` 20932 20933 // A list of filters. Each filter acts on a property. Filters must contain at 20934 // least one Filters value. For example, a NestedFilters call might include 20935 // a filter on the PropertyName parameter of the InputDataConfig property: InputDataConfig.DataSource.S3DataSource.S3Uri. 20936 // 20937 // Filters is a required field 20938 Filters []*Filter `min:"1" type:"list" required:"true"` 20939 20940 // The name of the property to use in the nested filters. The value must match 20941 // a listed property name, such as InputDataConfig . 20942 // 20943 // NestedPropertyName is a required field 20944 NestedPropertyName *string `min:"1" type:"string" required:"true"` 20945} 20946 20947// String returns the string representation 20948func (s NestedFilters) String() string { 20949 return awsutil.Prettify(s) 20950} 20951 20952// GoString returns the string representation 20953func (s NestedFilters) GoString() string { 20954 return s.String() 20955} 20956 20957// Validate inspects the fields of the type to determine if they are valid. 20958func (s *NestedFilters) Validate() error { 20959 invalidParams := request.ErrInvalidParams{Context: "NestedFilters"} 20960 if s.Filters == nil { 20961 invalidParams.Add(request.NewErrParamRequired("Filters")) 20962 } 20963 if s.Filters != nil && len(s.Filters) < 1 { 20964 invalidParams.Add(request.NewErrParamMinLen("Filters", 1)) 20965 } 20966 if s.NestedPropertyName == nil { 20967 invalidParams.Add(request.NewErrParamRequired("NestedPropertyName")) 20968 } 20969 if s.NestedPropertyName != nil && len(*s.NestedPropertyName) < 1 { 20970 invalidParams.Add(request.NewErrParamMinLen("NestedPropertyName", 1)) 20971 } 20972 if s.Filters != nil { 20973 for i, v := range s.Filters { 20974 if v == nil { 20975 continue 20976 } 20977 if err := v.Validate(); err != nil { 20978 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Filters", i), err.(request.ErrInvalidParams)) 20979 } 20980 } 20981 } 20982 20983 if invalidParams.Len() > 0 { 20984 return invalidParams 20985 } 20986 return nil 20987} 20988 20989// SetFilters sets the Filters field's value. 20990func (s *NestedFilters) SetFilters(v []*Filter) *NestedFilters { 20991 s.Filters = v 20992 return s 20993} 20994 20995// SetNestedPropertyName sets the NestedPropertyName field's value. 20996func (s *NestedFilters) SetNestedPropertyName(v string) *NestedFilters { 20997 s.NestedPropertyName = &v 20998 return s 20999} 21000 21001// Provides a summary of a notebook instance lifecycle configuration. 21002type NotebookInstanceLifecycleConfigSummary struct { 21003 _ struct{} `type:"structure"` 21004 21005 // A timestamp that tells when the lifecycle configuration was created. 21006 CreationTime *time.Time `type:"timestamp"` 21007 21008 // A timestamp that tells when the lifecycle configuration was last modified. 21009 LastModifiedTime *time.Time `type:"timestamp"` 21010 21011 // The Amazon Resource Name (ARN) of the lifecycle configuration. 21012 // 21013 // NotebookInstanceLifecycleConfigArn is a required field 21014 NotebookInstanceLifecycleConfigArn *string `type:"string" required:"true"` 21015 21016 // The name of the lifecycle configuration. 21017 // 21018 // NotebookInstanceLifecycleConfigName is a required field 21019 NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"` 21020} 21021 21022// String returns the string representation 21023func (s NotebookInstanceLifecycleConfigSummary) String() string { 21024 return awsutil.Prettify(s) 21025} 21026 21027// GoString returns the string representation 21028func (s NotebookInstanceLifecycleConfigSummary) GoString() string { 21029 return s.String() 21030} 21031 21032// SetCreationTime sets the CreationTime field's value. 21033func (s *NotebookInstanceLifecycleConfigSummary) SetCreationTime(v time.Time) *NotebookInstanceLifecycleConfigSummary { 21034 s.CreationTime = &v 21035 return s 21036} 21037 21038// SetLastModifiedTime sets the LastModifiedTime field's value. 21039func (s *NotebookInstanceLifecycleConfigSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceLifecycleConfigSummary { 21040 s.LastModifiedTime = &v 21041 return s 21042} 21043 21044// SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value. 21045func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigArn(v string) *NotebookInstanceLifecycleConfigSummary { 21046 s.NotebookInstanceLifecycleConfigArn = &v 21047 return s 21048} 21049 21050// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 21051func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceLifecycleConfigSummary { 21052 s.NotebookInstanceLifecycleConfigName = &v 21053 return s 21054} 21055 21056// Contains the notebook instance lifecycle configuration script. 21057// 21058// Each lifecycle configuration script has a limit of 16384 characters. 21059// 21060// The value of the $PATH environment variable that is available to both scripts 21061// is /sbin:bin:/usr/sbin:/usr/bin. 21062// 21063// View CloudWatch Logs for notebook instance lifecycle configurations in log 21064// group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook]. 21065// 21066// Lifecycle configuration scripts cannot run for longer than 5 minutes. If 21067// a script runs for longer than 5 minutes, it fails and the notebook instance 21068// is not created or started. 21069// 21070// For information about notebook instance lifestyle configurations, see Step 21071// 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). 21072type NotebookInstanceLifecycleHook struct { 21073 _ struct{} `type:"structure"` 21074 21075 // A base64-encoded string that contains a shell script for a notebook instance 21076 // lifecycle configuration. 21077 Content *string `min:"1" type:"string"` 21078} 21079 21080// String returns the string representation 21081func (s NotebookInstanceLifecycleHook) String() string { 21082 return awsutil.Prettify(s) 21083} 21084 21085// GoString returns the string representation 21086func (s NotebookInstanceLifecycleHook) GoString() string { 21087 return s.String() 21088} 21089 21090// Validate inspects the fields of the type to determine if they are valid. 21091func (s *NotebookInstanceLifecycleHook) Validate() error { 21092 invalidParams := request.ErrInvalidParams{Context: "NotebookInstanceLifecycleHook"} 21093 if s.Content != nil && len(*s.Content) < 1 { 21094 invalidParams.Add(request.NewErrParamMinLen("Content", 1)) 21095 } 21096 21097 if invalidParams.Len() > 0 { 21098 return invalidParams 21099 } 21100 return nil 21101} 21102 21103// SetContent sets the Content field's value. 21104func (s *NotebookInstanceLifecycleHook) SetContent(v string) *NotebookInstanceLifecycleHook { 21105 s.Content = &v 21106 return s 21107} 21108 21109// Provides summary information for an Amazon SageMaker notebook instance. 21110type NotebookInstanceSummary struct { 21111 _ struct{} `type:"structure"` 21112 21113 // An array of up to three Git repositories associated with the notebook instance. 21114 // These can be either the names of Git repositories stored as resources in 21115 // your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 21116 // or in any other Git repository. These repositories are cloned at the same 21117 // level as the default repository of your notebook instance. For more information, 21118 // see Associating Git Repositories with Amazon SageMaker Notebook Instances 21119 // (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 21120 AdditionalCodeRepositories []*string `type:"list"` 21121 21122 // A timestamp that shows when the notebook instance was created. 21123 CreationTime *time.Time `type:"timestamp"` 21124 21125 // The Git repository associated with the notebook instance as its default code 21126 // repository. This can be either the name of a Git repository stored as a resource 21127 // in your account, or the URL of a Git repository in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 21128 // or in any other Git repository. When you open a notebook instance, it opens 21129 // in the directory that contains this repository. For more information, see 21130 // Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 21131 DefaultCodeRepository *string `min:"1" type:"string"` 21132 21133 // The type of ML compute instance that the notebook instance is running on. 21134 InstanceType *string `type:"string" enum:"InstanceType"` 21135 21136 // A timestamp that shows when the notebook instance was last modified. 21137 LastModifiedTime *time.Time `type:"timestamp"` 21138 21139 // The Amazon Resource Name (ARN) of the notebook instance. 21140 // 21141 // NotebookInstanceArn is a required field 21142 NotebookInstanceArn *string `type:"string" required:"true"` 21143 21144 // The name of a notebook instance lifecycle configuration associated with this 21145 // notebook instance. 21146 // 21147 // For information about notebook instance lifestyle configurations, see Step 21148 // 2.1: (Optional) Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). 21149 NotebookInstanceLifecycleConfigName *string `type:"string"` 21150 21151 // The name of the notebook instance that you want a summary for. 21152 // 21153 // NotebookInstanceName is a required field 21154 NotebookInstanceName *string `type:"string" required:"true"` 21155 21156 // The status of the notebook instance. 21157 NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"` 21158 21159 // The URL that you use to connect to the Jupyter instance running in your notebook 21160 // instance. 21161 Url *string `type:"string"` 21162} 21163 21164// String returns the string representation 21165func (s NotebookInstanceSummary) String() string { 21166 return awsutil.Prettify(s) 21167} 21168 21169// GoString returns the string representation 21170func (s NotebookInstanceSummary) GoString() string { 21171 return s.String() 21172} 21173 21174// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value. 21175func (s *NotebookInstanceSummary) SetAdditionalCodeRepositories(v []*string) *NotebookInstanceSummary { 21176 s.AdditionalCodeRepositories = v 21177 return s 21178} 21179 21180// SetCreationTime sets the CreationTime field's value. 21181func (s *NotebookInstanceSummary) SetCreationTime(v time.Time) *NotebookInstanceSummary { 21182 s.CreationTime = &v 21183 return s 21184} 21185 21186// SetDefaultCodeRepository sets the DefaultCodeRepository field's value. 21187func (s *NotebookInstanceSummary) SetDefaultCodeRepository(v string) *NotebookInstanceSummary { 21188 s.DefaultCodeRepository = &v 21189 return s 21190} 21191 21192// SetInstanceType sets the InstanceType field's value. 21193func (s *NotebookInstanceSummary) SetInstanceType(v string) *NotebookInstanceSummary { 21194 s.InstanceType = &v 21195 return s 21196} 21197 21198// SetLastModifiedTime sets the LastModifiedTime field's value. 21199func (s *NotebookInstanceSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceSummary { 21200 s.LastModifiedTime = &v 21201 return s 21202} 21203 21204// SetNotebookInstanceArn sets the NotebookInstanceArn field's value. 21205func (s *NotebookInstanceSummary) SetNotebookInstanceArn(v string) *NotebookInstanceSummary { 21206 s.NotebookInstanceArn = &v 21207 return s 21208} 21209 21210// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 21211func (s *NotebookInstanceSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceSummary { 21212 s.NotebookInstanceLifecycleConfigName = &v 21213 return s 21214} 21215 21216// SetNotebookInstanceName sets the NotebookInstanceName field's value. 21217func (s *NotebookInstanceSummary) SetNotebookInstanceName(v string) *NotebookInstanceSummary { 21218 s.NotebookInstanceName = &v 21219 return s 21220} 21221 21222// SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value. 21223func (s *NotebookInstanceSummary) SetNotebookInstanceStatus(v string) *NotebookInstanceSummary { 21224 s.NotebookInstanceStatus = &v 21225 return s 21226} 21227 21228// SetUrl sets the Url field's value. 21229func (s *NotebookInstanceSummary) SetUrl(v string) *NotebookInstanceSummary { 21230 s.Url = &v 21231 return s 21232} 21233 21234// Configures SNS notifications of available or expiring work items for work 21235// teams. 21236type NotificationConfiguration struct { 21237 _ struct{} `type:"structure"` 21238 21239 // The ARN for the SNS topic to which notifications should be published. 21240 NotificationTopicArn *string `type:"string"` 21241} 21242 21243// String returns the string representation 21244func (s NotificationConfiguration) String() string { 21245 return awsutil.Prettify(s) 21246} 21247 21248// GoString returns the string representation 21249func (s NotificationConfiguration) GoString() string { 21250 return s.String() 21251} 21252 21253// SetNotificationTopicArn sets the NotificationTopicArn field's value. 21254func (s *NotificationConfiguration) SetNotificationTopicArn(v string) *NotificationConfiguration { 21255 s.NotificationTopicArn = &v 21256 return s 21257} 21258 21259// Specifies the number of training jobs that this hyperparameter tuning job 21260// launched, categorized by the status of their objective metric. The objective 21261// metric status shows whether the final objective metric for the training job 21262// has been evaluated by the tuning job and used in the hyperparameter tuning 21263// process. 21264type ObjectiveStatusCounters struct { 21265 _ struct{} `type:"structure"` 21266 21267 // The number of training jobs whose final objective metric was not evaluated 21268 // and used in the hyperparameter tuning process. This typically occurs when 21269 // the training job failed or did not emit an objective metric. 21270 Failed *int64 `type:"integer"` 21271 21272 // The number of training jobs that are in progress and pending evaluation of 21273 // their final objective metric. 21274 Pending *int64 `type:"integer"` 21275 21276 // The number of training jobs whose final objective metric was evaluated by 21277 // the hyperparameter tuning job and used in the hyperparameter tuning process. 21278 Succeeded *int64 `type:"integer"` 21279} 21280 21281// String returns the string representation 21282func (s ObjectiveStatusCounters) String() string { 21283 return awsutil.Prettify(s) 21284} 21285 21286// GoString returns the string representation 21287func (s ObjectiveStatusCounters) GoString() string { 21288 return s.String() 21289} 21290 21291// SetFailed sets the Failed field's value. 21292func (s *ObjectiveStatusCounters) SetFailed(v int64) *ObjectiveStatusCounters { 21293 s.Failed = &v 21294 return s 21295} 21296 21297// SetPending sets the Pending field's value. 21298func (s *ObjectiveStatusCounters) SetPending(v int64) *ObjectiveStatusCounters { 21299 s.Pending = &v 21300 return s 21301} 21302 21303// SetSucceeded sets the Succeeded field's value. 21304func (s *ObjectiveStatusCounters) SetSucceeded(v int64) *ObjectiveStatusCounters { 21305 s.Succeeded = &v 21306 return s 21307} 21308 21309// Contains information about the output location for the compiled model and 21310// the device (target) that the model runs on. 21311type OutputConfig struct { 21312 _ struct{} `type:"structure"` 21313 21314 // Identifies the S3 path where you want Amazon SageMaker to store the model 21315 // artifacts. For example, s3://bucket-name/key-name-prefix. 21316 // 21317 // S3OutputLocation is a required field 21318 S3OutputLocation *string `type:"string" required:"true"` 21319 21320 // Identifies the device that you want to run your model on after it has been 21321 // compiled. For example: ml_c5. 21322 // 21323 // TargetDevice is a required field 21324 TargetDevice *string `type:"string" required:"true" enum:"TargetDevice"` 21325} 21326 21327// String returns the string representation 21328func (s OutputConfig) String() string { 21329 return awsutil.Prettify(s) 21330} 21331 21332// GoString returns the string representation 21333func (s OutputConfig) GoString() string { 21334 return s.String() 21335} 21336 21337// Validate inspects the fields of the type to determine if they are valid. 21338func (s *OutputConfig) Validate() error { 21339 invalidParams := request.ErrInvalidParams{Context: "OutputConfig"} 21340 if s.S3OutputLocation == nil { 21341 invalidParams.Add(request.NewErrParamRequired("S3OutputLocation")) 21342 } 21343 if s.TargetDevice == nil { 21344 invalidParams.Add(request.NewErrParamRequired("TargetDevice")) 21345 } 21346 21347 if invalidParams.Len() > 0 { 21348 return invalidParams 21349 } 21350 return nil 21351} 21352 21353// SetS3OutputLocation sets the S3OutputLocation field's value. 21354func (s *OutputConfig) SetS3OutputLocation(v string) *OutputConfig { 21355 s.S3OutputLocation = &v 21356 return s 21357} 21358 21359// SetTargetDevice sets the TargetDevice field's value. 21360func (s *OutputConfig) SetTargetDevice(v string) *OutputConfig { 21361 s.TargetDevice = &v 21362 return s 21363} 21364 21365// Provides information about how to store model training results (model artifacts). 21366type OutputDataConfig struct { 21367 _ struct{} `type:"structure"` 21368 21369 // The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to 21370 // encrypt the model artifacts at rest using Amazon S3 server-side encryption. 21371 // The KmsKeyId can be any of the following formats: 21372 // 21373 // * // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab" 21374 // 21375 // * // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab" 21376 // 21377 // * // KMS Key Alias "alias/ExampleAlias" 21378 // 21379 // * // Amazon Resource Name (ARN) of a KMS Key Alias "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias" 21380 // 21381 // If you use a KMS key ID or an alias of your master key, the Amazon SageMaker 21382 // execution role must include permissions to call kms:Encrypt. If you don't 21383 // provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon 21384 // S3 for your role's account. Amazon SageMaker uses server-side encryption 21385 // with KMS-managed keys for OutputDataConfig. If you use a bucket policy with 21386 // an s3:PutObject permission that only allows objects with server-side encryption, 21387 // set the condition key of s3:x-amz-server-side-encryption to "aws:kms". For 21388 // more information, see KMS-Managed Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html) 21389 // in the Amazon Simple Storage Service Developer Guide. 21390 // 21391 // The KMS key policy must grant permission to the IAM role that you specify 21392 // in your CreateTrainingJob, CreateTransformJob, or CreateHyperParameterTuningJob 21393 // 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) 21394 // in the AWS Key Management Service Developer Guide. 21395 KmsKeyId *string `type:"string"` 21396 21397 // Identifies the S3 path where you want Amazon SageMaker to store the model 21398 // artifacts. For example, s3://bucket-name/key-name-prefix. 21399 // 21400 // S3OutputPath is a required field 21401 S3OutputPath *string `type:"string" required:"true"` 21402} 21403 21404// String returns the string representation 21405func (s OutputDataConfig) String() string { 21406 return awsutil.Prettify(s) 21407} 21408 21409// GoString returns the string representation 21410func (s OutputDataConfig) GoString() string { 21411 return s.String() 21412} 21413 21414// Validate inspects the fields of the type to determine if they are valid. 21415func (s *OutputDataConfig) Validate() error { 21416 invalidParams := request.ErrInvalidParams{Context: "OutputDataConfig"} 21417 if s.S3OutputPath == nil { 21418 invalidParams.Add(request.NewErrParamRequired("S3OutputPath")) 21419 } 21420 21421 if invalidParams.Len() > 0 { 21422 return invalidParams 21423 } 21424 return nil 21425} 21426 21427// SetKmsKeyId sets the KmsKeyId field's value. 21428func (s *OutputDataConfig) SetKmsKeyId(v string) *OutputDataConfig { 21429 s.KmsKeyId = &v 21430 return s 21431} 21432 21433// SetS3OutputPath sets the S3OutputPath field's value. 21434func (s *OutputDataConfig) SetS3OutputPath(v string) *OutputDataConfig { 21435 s.S3OutputPath = &v 21436 return s 21437} 21438 21439// Defines the possible values for categorical, continuous, and integer hyperparameters 21440// to be used by an algorithm. 21441type ParameterRange struct { 21442 _ struct{} `type:"structure"` 21443 21444 // A CategoricalParameterRangeSpecification object that defines the possible 21445 // values for a categorical hyperparameter. 21446 CategoricalParameterRangeSpecification *CategoricalParameterRangeSpecification `type:"structure"` 21447 21448 // A ContinuousParameterRangeSpecification object that defines the possible 21449 // values for a continuous hyperparameter. 21450 ContinuousParameterRangeSpecification *ContinuousParameterRangeSpecification `type:"structure"` 21451 21452 // A IntegerParameterRangeSpecification object that defines the possible values 21453 // for an integer hyperparameter. 21454 IntegerParameterRangeSpecification *IntegerParameterRangeSpecification `type:"structure"` 21455} 21456 21457// String returns the string representation 21458func (s ParameterRange) String() string { 21459 return awsutil.Prettify(s) 21460} 21461 21462// GoString returns the string representation 21463func (s ParameterRange) GoString() string { 21464 return s.String() 21465} 21466 21467// Validate inspects the fields of the type to determine if they are valid. 21468func (s *ParameterRange) Validate() error { 21469 invalidParams := request.ErrInvalidParams{Context: "ParameterRange"} 21470 if s.CategoricalParameterRangeSpecification != nil { 21471 if err := s.CategoricalParameterRangeSpecification.Validate(); err != nil { 21472 invalidParams.AddNested("CategoricalParameterRangeSpecification", err.(request.ErrInvalidParams)) 21473 } 21474 } 21475 if s.ContinuousParameterRangeSpecification != nil { 21476 if err := s.ContinuousParameterRangeSpecification.Validate(); err != nil { 21477 invalidParams.AddNested("ContinuousParameterRangeSpecification", err.(request.ErrInvalidParams)) 21478 } 21479 } 21480 if s.IntegerParameterRangeSpecification != nil { 21481 if err := s.IntegerParameterRangeSpecification.Validate(); err != nil { 21482 invalidParams.AddNested("IntegerParameterRangeSpecification", err.(request.ErrInvalidParams)) 21483 } 21484 } 21485 21486 if invalidParams.Len() > 0 { 21487 return invalidParams 21488 } 21489 return nil 21490} 21491 21492// SetCategoricalParameterRangeSpecification sets the CategoricalParameterRangeSpecification field's value. 21493func (s *ParameterRange) SetCategoricalParameterRangeSpecification(v *CategoricalParameterRangeSpecification) *ParameterRange { 21494 s.CategoricalParameterRangeSpecification = v 21495 return s 21496} 21497 21498// SetContinuousParameterRangeSpecification sets the ContinuousParameterRangeSpecification field's value. 21499func (s *ParameterRange) SetContinuousParameterRangeSpecification(v *ContinuousParameterRangeSpecification) *ParameterRange { 21500 s.ContinuousParameterRangeSpecification = v 21501 return s 21502} 21503 21504// SetIntegerParameterRangeSpecification sets the IntegerParameterRangeSpecification field's value. 21505func (s *ParameterRange) SetIntegerParameterRangeSpecification(v *IntegerParameterRangeSpecification) *ParameterRange { 21506 s.IntegerParameterRangeSpecification = v 21507 return s 21508} 21509 21510// Specifies ranges of integer, continuous, and categorical hyperparameters 21511// that a hyperparameter tuning job searches. The hyperparameter tuning job 21512// launches training jobs with hyperparameter values within these ranges to 21513// find the combination of values that result in the training job with the best 21514// performance as measured by the objective metric of the hyperparameter tuning 21515// job. 21516// 21517// You can specify a maximum of 20 hyperparameters that a hyperparameter tuning 21518// job can search over. Every possible value of a categorical parameter range 21519// counts against this limit. 21520type ParameterRanges struct { 21521 _ struct{} `type:"structure"` 21522 21523 // The array of CategoricalParameterRange objects that specify ranges of categorical 21524 // hyperparameters that a hyperparameter tuning job searches. 21525 CategoricalParameterRanges []*CategoricalParameterRange `type:"list"` 21526 21527 // The array of ContinuousParameterRange objects that specify ranges of continuous 21528 // hyperparameters that a hyperparameter tuning job searches. 21529 ContinuousParameterRanges []*ContinuousParameterRange `type:"list"` 21530 21531 // The array of IntegerParameterRange objects that specify ranges of integer 21532 // hyperparameters that a hyperparameter tuning job searches. 21533 IntegerParameterRanges []*IntegerParameterRange `type:"list"` 21534} 21535 21536// String returns the string representation 21537func (s ParameterRanges) String() string { 21538 return awsutil.Prettify(s) 21539} 21540 21541// GoString returns the string representation 21542func (s ParameterRanges) GoString() string { 21543 return s.String() 21544} 21545 21546// Validate inspects the fields of the type to determine if they are valid. 21547func (s *ParameterRanges) Validate() error { 21548 invalidParams := request.ErrInvalidParams{Context: "ParameterRanges"} 21549 if s.CategoricalParameterRanges != nil { 21550 for i, v := range s.CategoricalParameterRanges { 21551 if v == nil { 21552 continue 21553 } 21554 if err := v.Validate(); err != nil { 21555 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "CategoricalParameterRanges", i), err.(request.ErrInvalidParams)) 21556 } 21557 } 21558 } 21559 if s.ContinuousParameterRanges != nil { 21560 for i, v := range s.ContinuousParameterRanges { 21561 if v == nil { 21562 continue 21563 } 21564 if err := v.Validate(); err != nil { 21565 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ContinuousParameterRanges", i), err.(request.ErrInvalidParams)) 21566 } 21567 } 21568 } 21569 if s.IntegerParameterRanges != nil { 21570 for i, v := range s.IntegerParameterRanges { 21571 if v == nil { 21572 continue 21573 } 21574 if err := v.Validate(); err != nil { 21575 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "IntegerParameterRanges", i), err.(request.ErrInvalidParams)) 21576 } 21577 } 21578 } 21579 21580 if invalidParams.Len() > 0 { 21581 return invalidParams 21582 } 21583 return nil 21584} 21585 21586// SetCategoricalParameterRanges sets the CategoricalParameterRanges field's value. 21587func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges { 21588 s.CategoricalParameterRanges = v 21589 return s 21590} 21591 21592// SetContinuousParameterRanges sets the ContinuousParameterRanges field's value. 21593func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges { 21594 s.ContinuousParameterRanges = v 21595 return s 21596} 21597 21598// SetIntegerParameterRanges sets the IntegerParameterRanges field's value. 21599func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges { 21600 s.IntegerParameterRanges = v 21601 return s 21602} 21603 21604// A previously completed or stopped hyperparameter tuning job to be used as 21605// a starting point for a new hyperparameter tuning job. 21606type ParentHyperParameterTuningJob struct { 21607 _ struct{} `type:"structure"` 21608 21609 // The name of the hyperparameter tuning job to be used as a starting point 21610 // for a new hyperparameter tuning job. 21611 HyperParameterTuningJobName *string `min:"1" type:"string"` 21612} 21613 21614// String returns the string representation 21615func (s ParentHyperParameterTuningJob) String() string { 21616 return awsutil.Prettify(s) 21617} 21618 21619// GoString returns the string representation 21620func (s ParentHyperParameterTuningJob) GoString() string { 21621 return s.String() 21622} 21623 21624// Validate inspects the fields of the type to determine if they are valid. 21625func (s *ParentHyperParameterTuningJob) Validate() error { 21626 invalidParams := request.ErrInvalidParams{Context: "ParentHyperParameterTuningJob"} 21627 if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 { 21628 invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1)) 21629 } 21630 21631 if invalidParams.Len() > 0 { 21632 return invalidParams 21633 } 21634 return nil 21635} 21636 21637// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 21638func (s *ParentHyperParameterTuningJob) SetHyperParameterTuningJobName(v string) *ParentHyperParameterTuningJob { 21639 s.HyperParameterTuningJobName = &v 21640 return s 21641} 21642 21643// Identifies a model that you want to host and the resources to deploy for 21644// hosting it. If you are deploying multiple models, tell Amazon SageMaker how 21645// to distribute traffic among the models by specifying variant weights. 21646type ProductionVariant struct { 21647 _ struct{} `type:"structure"` 21648 21649 // The size of the Elastic Inference (EI) instance to use for the production 21650 // variant. EI instances provide on-demand GPU computing for inference. For 21651 // more information, see Using Elastic Inference in Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html). 21652 AcceleratorType *string `type:"string" enum:"ProductionVariantAcceleratorType"` 21653 21654 // Number of instances to launch initially. 21655 // 21656 // InitialInstanceCount is a required field 21657 InitialInstanceCount *int64 `min:"1" type:"integer" required:"true"` 21658 21659 // Determines initial traffic distribution among all of the models that you 21660 // specify in the endpoint configuration. The traffic to a production variant 21661 // is determined by the ratio of the VariantWeight to the sum of all VariantWeight 21662 // values across all ProductionVariants. If unspecified, it defaults to 1.0. 21663 InitialVariantWeight *float64 `type:"float"` 21664 21665 // The ML compute instance type. 21666 // 21667 // InstanceType is a required field 21668 InstanceType *string `type:"string" required:"true" enum:"ProductionVariantInstanceType"` 21669 21670 // The name of the model that you want to host. This is the name that you specified 21671 // when creating the model. 21672 // 21673 // ModelName is a required field 21674 ModelName *string `type:"string" required:"true"` 21675 21676 // The name of the production variant. 21677 // 21678 // VariantName is a required field 21679 VariantName *string `type:"string" required:"true"` 21680} 21681 21682// String returns the string representation 21683func (s ProductionVariant) String() string { 21684 return awsutil.Prettify(s) 21685} 21686 21687// GoString returns the string representation 21688func (s ProductionVariant) GoString() string { 21689 return s.String() 21690} 21691 21692// Validate inspects the fields of the type to determine if they are valid. 21693func (s *ProductionVariant) Validate() error { 21694 invalidParams := request.ErrInvalidParams{Context: "ProductionVariant"} 21695 if s.InitialInstanceCount == nil { 21696 invalidParams.Add(request.NewErrParamRequired("InitialInstanceCount")) 21697 } 21698 if s.InitialInstanceCount != nil && *s.InitialInstanceCount < 1 { 21699 invalidParams.Add(request.NewErrParamMinValue("InitialInstanceCount", 1)) 21700 } 21701 if s.InstanceType == nil { 21702 invalidParams.Add(request.NewErrParamRequired("InstanceType")) 21703 } 21704 if s.ModelName == nil { 21705 invalidParams.Add(request.NewErrParamRequired("ModelName")) 21706 } 21707 if s.VariantName == nil { 21708 invalidParams.Add(request.NewErrParamRequired("VariantName")) 21709 } 21710 21711 if invalidParams.Len() > 0 { 21712 return invalidParams 21713 } 21714 return nil 21715} 21716 21717// SetAcceleratorType sets the AcceleratorType field's value. 21718func (s *ProductionVariant) SetAcceleratorType(v string) *ProductionVariant { 21719 s.AcceleratorType = &v 21720 return s 21721} 21722 21723// SetInitialInstanceCount sets the InitialInstanceCount field's value. 21724func (s *ProductionVariant) SetInitialInstanceCount(v int64) *ProductionVariant { 21725 s.InitialInstanceCount = &v 21726 return s 21727} 21728 21729// SetInitialVariantWeight sets the InitialVariantWeight field's value. 21730func (s *ProductionVariant) SetInitialVariantWeight(v float64) *ProductionVariant { 21731 s.InitialVariantWeight = &v 21732 return s 21733} 21734 21735// SetInstanceType sets the InstanceType field's value. 21736func (s *ProductionVariant) SetInstanceType(v string) *ProductionVariant { 21737 s.InstanceType = &v 21738 return s 21739} 21740 21741// SetModelName sets the ModelName field's value. 21742func (s *ProductionVariant) SetModelName(v string) *ProductionVariant { 21743 s.ModelName = &v 21744 return s 21745} 21746 21747// SetVariantName sets the VariantName field's value. 21748func (s *ProductionVariant) SetVariantName(v string) *ProductionVariant { 21749 s.VariantName = &v 21750 return s 21751} 21752 21753// Describes weight and capacities for a production variant associated with 21754// an endpoint. If you sent a request to the UpdateEndpointWeightsAndCapacities 21755// API and the endpoint status is Updating, you get different desired and current 21756// values. 21757type ProductionVariantSummary struct { 21758 _ struct{} `type:"structure"` 21759 21760 // The number of instances associated with the variant. 21761 CurrentInstanceCount *int64 `min:"1" type:"integer"` 21762 21763 // The weight associated with the variant. 21764 CurrentWeight *float64 `type:"float"` 21765 21766 // An array of DeployedImage objects that specify the Amazon EC2 Container Registry 21767 // paths of the inference images deployed on instances of this ProductionVariant. 21768 DeployedImages []*DeployedImage `type:"list"` 21769 21770 // The number of instances requested in the UpdateEndpointWeightsAndCapacities 21771 // request. 21772 DesiredInstanceCount *int64 `min:"1" type:"integer"` 21773 21774 // The requested weight, as specified in the UpdateEndpointWeightsAndCapacities 21775 // request. 21776 DesiredWeight *float64 `type:"float"` 21777 21778 // The name of the variant. 21779 // 21780 // VariantName is a required field 21781 VariantName *string `type:"string" required:"true"` 21782} 21783 21784// String returns the string representation 21785func (s ProductionVariantSummary) String() string { 21786 return awsutil.Prettify(s) 21787} 21788 21789// GoString returns the string representation 21790func (s ProductionVariantSummary) GoString() string { 21791 return s.String() 21792} 21793 21794// SetCurrentInstanceCount sets the CurrentInstanceCount field's value. 21795func (s *ProductionVariantSummary) SetCurrentInstanceCount(v int64) *ProductionVariantSummary { 21796 s.CurrentInstanceCount = &v 21797 return s 21798} 21799 21800// SetCurrentWeight sets the CurrentWeight field's value. 21801func (s *ProductionVariantSummary) SetCurrentWeight(v float64) *ProductionVariantSummary { 21802 s.CurrentWeight = &v 21803 return s 21804} 21805 21806// SetDeployedImages sets the DeployedImages field's value. 21807func (s *ProductionVariantSummary) SetDeployedImages(v []*DeployedImage) *ProductionVariantSummary { 21808 s.DeployedImages = v 21809 return s 21810} 21811 21812// SetDesiredInstanceCount sets the DesiredInstanceCount field's value. 21813func (s *ProductionVariantSummary) SetDesiredInstanceCount(v int64) *ProductionVariantSummary { 21814 s.DesiredInstanceCount = &v 21815 return s 21816} 21817 21818// SetDesiredWeight sets the DesiredWeight field's value. 21819func (s *ProductionVariantSummary) SetDesiredWeight(v float64) *ProductionVariantSummary { 21820 s.DesiredWeight = &v 21821 return s 21822} 21823 21824// SetVariantName sets the VariantName field's value. 21825func (s *ProductionVariantSummary) SetVariantName(v string) *ProductionVariantSummary { 21826 s.VariantName = &v 21827 return s 21828} 21829 21830// A type of SuggestionQuery. A suggestion query for retrieving property names 21831// that match the specified hint. 21832type PropertyNameQuery struct { 21833 _ struct{} `type:"structure"` 21834 21835 // Text that is part of a property's name. The property names of hyperparameter, 21836 // metric, and tag key names that begin with the specified text in the PropertyNameHint. 21837 // 21838 // PropertyNameHint is a required field 21839 PropertyNameHint *string `type:"string" required:"true"` 21840} 21841 21842// String returns the string representation 21843func (s PropertyNameQuery) String() string { 21844 return awsutil.Prettify(s) 21845} 21846 21847// GoString returns the string representation 21848func (s PropertyNameQuery) GoString() string { 21849 return s.String() 21850} 21851 21852// Validate inspects the fields of the type to determine if they are valid. 21853func (s *PropertyNameQuery) Validate() error { 21854 invalidParams := request.ErrInvalidParams{Context: "PropertyNameQuery"} 21855 if s.PropertyNameHint == nil { 21856 invalidParams.Add(request.NewErrParamRequired("PropertyNameHint")) 21857 } 21858 21859 if invalidParams.Len() > 0 { 21860 return invalidParams 21861 } 21862 return nil 21863} 21864 21865// SetPropertyNameHint sets the PropertyNameHint field's value. 21866func (s *PropertyNameQuery) SetPropertyNameHint(v string) *PropertyNameQuery { 21867 s.PropertyNameHint = &v 21868 return s 21869} 21870 21871// A property name returned from a GetSearchSuggestions call that specifies 21872// a value in the PropertyNameQuery field. 21873type PropertyNameSuggestion struct { 21874 _ struct{} `type:"structure"` 21875 21876 // A suggested property name based on what you entered in the search textbox 21877 // in the Amazon SageMaker console. 21878 PropertyName *string `min:"1" type:"string"` 21879} 21880 21881// String returns the string representation 21882func (s PropertyNameSuggestion) String() string { 21883 return awsutil.Prettify(s) 21884} 21885 21886// GoString returns the string representation 21887func (s PropertyNameSuggestion) GoString() string { 21888 return s.String() 21889} 21890 21891// SetPropertyName sets the PropertyName field's value. 21892func (s *PropertyNameSuggestion) SetPropertyName(v string) *PropertyNameSuggestion { 21893 s.PropertyName = &v 21894 return s 21895} 21896 21897// Defines the amount of money paid to an Amazon Mechanical Turk worker for 21898// each task performed. 21899// 21900// Use one of the following prices for bounding box tasks. Prices are in US 21901// dollars and should be based on the complexity of the task; the longer it 21902// takes in your initial testing, the more you should offer. 21903// 21904// * 0.036 21905// 21906// * 0.048 21907// 21908// * 0.060 21909// 21910// * 0.072 21911// 21912// * 0.120 21913// 21914// * 0.240 21915// 21916// * 0.360 21917// 21918// * 0.480 21919// 21920// * 0.600 21921// 21922// * 0.720 21923// 21924// * 0.840 21925// 21926// * 0.960 21927// 21928// * 1.080 21929// 21930// * 1.200 21931// 21932// Use one of the following prices for image classification, text classification, 21933// and custom tasks. Prices are in US dollars. 21934// 21935// * 0.012 21936// 21937// * 0.024 21938// 21939// * 0.036 21940// 21941// * 0.048 21942// 21943// * 0.060 21944// 21945// * 0.072 21946// 21947// * 0.120 21948// 21949// * 0.240 21950// 21951// * 0.360 21952// 21953// * 0.480 21954// 21955// * 0.600 21956// 21957// * 0.720 21958// 21959// * 0.840 21960// 21961// * 0.960 21962// 21963// * 1.080 21964// 21965// * 1.200 21966// 21967// Use one of the following prices for semantic segmentation tasks. Prices are 21968// in US dollars. 21969// 21970// * 0.840 21971// 21972// * 0.960 21973// 21974// * 1.080 21975// 21976// * 1.200 21977type PublicWorkforceTaskPrice struct { 21978 _ struct{} `type:"structure"` 21979 21980 // Defines the amount of money paid to an Amazon Mechanical Turk worker in United 21981 // States dollars. 21982 AmountInUsd *USD `type:"structure"` 21983} 21984 21985// String returns the string representation 21986func (s PublicWorkforceTaskPrice) String() string { 21987 return awsutil.Prettify(s) 21988} 21989 21990// GoString returns the string representation 21991func (s PublicWorkforceTaskPrice) GoString() string { 21992 return s.String() 21993} 21994 21995// SetAmountInUsd sets the AmountInUsd field's value. 21996func (s *PublicWorkforceTaskPrice) SetAmountInUsd(v *USD) *PublicWorkforceTaskPrice { 21997 s.AmountInUsd = v 21998 return s 21999} 22000 22001type RenderUiTemplateInput struct { 22002 _ struct{} `type:"structure"` 22003 22004 // The Amazon Resource Name (ARN) that has access to the S3 objects that are 22005 // used by the template. 22006 // 22007 // RoleArn is a required field 22008 RoleArn *string `min:"20" type:"string" required:"true"` 22009 22010 // A RenderableTask object containing a representative task to render. 22011 // 22012 // Task is a required field 22013 Task *RenderableTask `type:"structure" required:"true"` 22014 22015 // A Template object containing the worker UI template to render. 22016 // 22017 // UiTemplate is a required field 22018 UiTemplate *UiTemplate `type:"structure" required:"true"` 22019} 22020 22021// String returns the string representation 22022func (s RenderUiTemplateInput) String() string { 22023 return awsutil.Prettify(s) 22024} 22025 22026// GoString returns the string representation 22027func (s RenderUiTemplateInput) GoString() string { 22028 return s.String() 22029} 22030 22031// Validate inspects the fields of the type to determine if they are valid. 22032func (s *RenderUiTemplateInput) Validate() error { 22033 invalidParams := request.ErrInvalidParams{Context: "RenderUiTemplateInput"} 22034 if s.RoleArn == nil { 22035 invalidParams.Add(request.NewErrParamRequired("RoleArn")) 22036 } 22037 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 22038 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 22039 } 22040 if s.Task == nil { 22041 invalidParams.Add(request.NewErrParamRequired("Task")) 22042 } 22043 if s.UiTemplate == nil { 22044 invalidParams.Add(request.NewErrParamRequired("UiTemplate")) 22045 } 22046 if s.Task != nil { 22047 if err := s.Task.Validate(); err != nil { 22048 invalidParams.AddNested("Task", err.(request.ErrInvalidParams)) 22049 } 22050 } 22051 if s.UiTemplate != nil { 22052 if err := s.UiTemplate.Validate(); err != nil { 22053 invalidParams.AddNested("UiTemplate", err.(request.ErrInvalidParams)) 22054 } 22055 } 22056 22057 if invalidParams.Len() > 0 { 22058 return invalidParams 22059 } 22060 return nil 22061} 22062 22063// SetRoleArn sets the RoleArn field's value. 22064func (s *RenderUiTemplateInput) SetRoleArn(v string) *RenderUiTemplateInput { 22065 s.RoleArn = &v 22066 return s 22067} 22068 22069// SetTask sets the Task field's value. 22070func (s *RenderUiTemplateInput) SetTask(v *RenderableTask) *RenderUiTemplateInput { 22071 s.Task = v 22072 return s 22073} 22074 22075// SetUiTemplate sets the UiTemplate field's value. 22076func (s *RenderUiTemplateInput) SetUiTemplate(v *UiTemplate) *RenderUiTemplateInput { 22077 s.UiTemplate = v 22078 return s 22079} 22080 22081type RenderUiTemplateOutput struct { 22082 _ struct{} `type:"structure"` 22083 22084 // A list of one or more RenderingError objects if any were encountered while 22085 // rendering the template. If there were no errors, the list is empty. 22086 // 22087 // Errors is a required field 22088 Errors []*RenderingError `type:"list" required:"true"` 22089 22090 // A Liquid template that renders the HTML for the worker UI. 22091 // 22092 // RenderedContent is a required field 22093 RenderedContent *string `type:"string" required:"true"` 22094} 22095 22096// String returns the string representation 22097func (s RenderUiTemplateOutput) String() string { 22098 return awsutil.Prettify(s) 22099} 22100 22101// GoString returns the string representation 22102func (s RenderUiTemplateOutput) GoString() string { 22103 return s.String() 22104} 22105 22106// SetErrors sets the Errors field's value. 22107func (s *RenderUiTemplateOutput) SetErrors(v []*RenderingError) *RenderUiTemplateOutput { 22108 s.Errors = v 22109 return s 22110} 22111 22112// SetRenderedContent sets the RenderedContent field's value. 22113func (s *RenderUiTemplateOutput) SetRenderedContent(v string) *RenderUiTemplateOutput { 22114 s.RenderedContent = &v 22115 return s 22116} 22117 22118// Contains input values for a task. 22119type RenderableTask struct { 22120 _ struct{} `type:"structure"` 22121 22122 // A JSON object that contains values for the variables defined in the template. 22123 // It is made available to the template under the substitution variable task.input. 22124 // For example, if you define a variable task.input.text in your template, you 22125 // can supply the variable in the JSON object as "text": "sample text". 22126 // 22127 // Input is a required field 22128 Input *string `min:"2" type:"string" required:"true"` 22129} 22130 22131// String returns the string representation 22132func (s RenderableTask) String() string { 22133 return awsutil.Prettify(s) 22134} 22135 22136// GoString returns the string representation 22137func (s RenderableTask) GoString() string { 22138 return s.String() 22139} 22140 22141// Validate inspects the fields of the type to determine if they are valid. 22142func (s *RenderableTask) Validate() error { 22143 invalidParams := request.ErrInvalidParams{Context: "RenderableTask"} 22144 if s.Input == nil { 22145 invalidParams.Add(request.NewErrParamRequired("Input")) 22146 } 22147 if s.Input != nil && len(*s.Input) < 2 { 22148 invalidParams.Add(request.NewErrParamMinLen("Input", 2)) 22149 } 22150 22151 if invalidParams.Len() > 0 { 22152 return invalidParams 22153 } 22154 return nil 22155} 22156 22157// SetInput sets the Input field's value. 22158func (s *RenderableTask) SetInput(v string) *RenderableTask { 22159 s.Input = &v 22160 return s 22161} 22162 22163// A description of an error that occurred while rendering the template. 22164type RenderingError struct { 22165 _ struct{} `type:"structure"` 22166 22167 // A unique identifier for a specific class of errors. 22168 // 22169 // Code is a required field 22170 Code *string `type:"string" required:"true"` 22171 22172 // A human-readable message describing the error. 22173 // 22174 // Message is a required field 22175 Message *string `type:"string" required:"true"` 22176} 22177 22178// String returns the string representation 22179func (s RenderingError) String() string { 22180 return awsutil.Prettify(s) 22181} 22182 22183// GoString returns the string representation 22184func (s RenderingError) GoString() string { 22185 return s.String() 22186} 22187 22188// SetCode sets the Code field's value. 22189func (s *RenderingError) SetCode(v string) *RenderingError { 22190 s.Code = &v 22191 return s 22192} 22193 22194// SetMessage sets the Message field's value. 22195func (s *RenderingError) SetMessage(v string) *RenderingError { 22196 s.Message = &v 22197 return s 22198} 22199 22200// Describes the resources, including ML compute instances and ML storage volumes, 22201// to use for model training. 22202type ResourceConfig struct { 22203 _ struct{} `type:"structure"` 22204 22205 // The number of ML compute instances to use. For distributed training, provide 22206 // a value greater than 1. 22207 // 22208 // InstanceCount is a required field 22209 InstanceCount *int64 `min:"1" type:"integer" required:"true"` 22210 22211 // The ML compute instance type. 22212 // 22213 // InstanceType is a required field 22214 InstanceType *string `type:"string" required:"true" enum:"TrainingInstanceType"` 22215 22216 // The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to 22217 // encrypt data on the storage volume attached to the ML compute instance(s) 22218 // that run the training job. The VolumeKmsKeyId can be any of the following 22219 // formats: 22220 // 22221 // * // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab" 22222 // 22223 // * // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab" 22224 VolumeKmsKeyId *string `type:"string"` 22225 22226 // The size of the ML storage volume that you want to provision. 22227 // 22228 // ML storage volumes store model artifacts and incremental states. Training 22229 // algorithms might also use the ML storage volume for scratch space. If you 22230 // want to store the training data in the ML storage volume, choose File as 22231 // the TrainingInputMode in the algorithm specification. 22232 // 22233 // You must specify sufficient ML storage for your scenario. 22234 // 22235 // Amazon SageMaker supports only the General Purpose SSD (gp2) ML storage volume 22236 // type. 22237 // 22238 // VolumeSizeInGB is a required field 22239 VolumeSizeInGB *int64 `min:"1" type:"integer" required:"true"` 22240} 22241 22242// String returns the string representation 22243func (s ResourceConfig) String() string { 22244 return awsutil.Prettify(s) 22245} 22246 22247// GoString returns the string representation 22248func (s ResourceConfig) GoString() string { 22249 return s.String() 22250} 22251 22252// Validate inspects the fields of the type to determine if they are valid. 22253func (s *ResourceConfig) Validate() error { 22254 invalidParams := request.ErrInvalidParams{Context: "ResourceConfig"} 22255 if s.InstanceCount == nil { 22256 invalidParams.Add(request.NewErrParamRequired("InstanceCount")) 22257 } 22258 if s.InstanceCount != nil && *s.InstanceCount < 1 { 22259 invalidParams.Add(request.NewErrParamMinValue("InstanceCount", 1)) 22260 } 22261 if s.InstanceType == nil { 22262 invalidParams.Add(request.NewErrParamRequired("InstanceType")) 22263 } 22264 if s.VolumeSizeInGB == nil { 22265 invalidParams.Add(request.NewErrParamRequired("VolumeSizeInGB")) 22266 } 22267 if s.VolumeSizeInGB != nil && *s.VolumeSizeInGB < 1 { 22268 invalidParams.Add(request.NewErrParamMinValue("VolumeSizeInGB", 1)) 22269 } 22270 22271 if invalidParams.Len() > 0 { 22272 return invalidParams 22273 } 22274 return nil 22275} 22276 22277// SetInstanceCount sets the InstanceCount field's value. 22278func (s *ResourceConfig) SetInstanceCount(v int64) *ResourceConfig { 22279 s.InstanceCount = &v 22280 return s 22281} 22282 22283// SetInstanceType sets the InstanceType field's value. 22284func (s *ResourceConfig) SetInstanceType(v string) *ResourceConfig { 22285 s.InstanceType = &v 22286 return s 22287} 22288 22289// SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value. 22290func (s *ResourceConfig) SetVolumeKmsKeyId(v string) *ResourceConfig { 22291 s.VolumeKmsKeyId = &v 22292 return s 22293} 22294 22295// SetVolumeSizeInGB sets the VolumeSizeInGB field's value. 22296func (s *ResourceConfig) SetVolumeSizeInGB(v int64) *ResourceConfig { 22297 s.VolumeSizeInGB = &v 22298 return s 22299} 22300 22301// Specifies the maximum number of training jobs and parallel training jobs 22302// that a hyperparameter tuning job can launch. 22303type ResourceLimits struct { 22304 _ struct{} `type:"structure"` 22305 22306 // The maximum number of training jobs that a hyperparameter tuning job can 22307 // launch. 22308 // 22309 // MaxNumberOfTrainingJobs is a required field 22310 MaxNumberOfTrainingJobs *int64 `min:"1" type:"integer" required:"true"` 22311 22312 // The maximum number of concurrent training jobs that a hyperparameter tuning 22313 // job can launch. 22314 // 22315 // MaxParallelTrainingJobs is a required field 22316 MaxParallelTrainingJobs *int64 `min:"1" type:"integer" required:"true"` 22317} 22318 22319// String returns the string representation 22320func (s ResourceLimits) String() string { 22321 return awsutil.Prettify(s) 22322} 22323 22324// GoString returns the string representation 22325func (s ResourceLimits) GoString() string { 22326 return s.String() 22327} 22328 22329// Validate inspects the fields of the type to determine if they are valid. 22330func (s *ResourceLimits) Validate() error { 22331 invalidParams := request.ErrInvalidParams{Context: "ResourceLimits"} 22332 if s.MaxNumberOfTrainingJobs == nil { 22333 invalidParams.Add(request.NewErrParamRequired("MaxNumberOfTrainingJobs")) 22334 } 22335 if s.MaxNumberOfTrainingJobs != nil && *s.MaxNumberOfTrainingJobs < 1 { 22336 invalidParams.Add(request.NewErrParamMinValue("MaxNumberOfTrainingJobs", 1)) 22337 } 22338 if s.MaxParallelTrainingJobs == nil { 22339 invalidParams.Add(request.NewErrParamRequired("MaxParallelTrainingJobs")) 22340 } 22341 if s.MaxParallelTrainingJobs != nil && *s.MaxParallelTrainingJobs < 1 { 22342 invalidParams.Add(request.NewErrParamMinValue("MaxParallelTrainingJobs", 1)) 22343 } 22344 22345 if invalidParams.Len() > 0 { 22346 return invalidParams 22347 } 22348 return nil 22349} 22350 22351// SetMaxNumberOfTrainingJobs sets the MaxNumberOfTrainingJobs field's value. 22352func (s *ResourceLimits) SetMaxNumberOfTrainingJobs(v int64) *ResourceLimits { 22353 s.MaxNumberOfTrainingJobs = &v 22354 return s 22355} 22356 22357// SetMaxParallelTrainingJobs sets the MaxParallelTrainingJobs field's value. 22358func (s *ResourceLimits) SetMaxParallelTrainingJobs(v int64) *ResourceLimits { 22359 s.MaxParallelTrainingJobs = &v 22360 return s 22361} 22362 22363// Describes the S3 data source. 22364type S3DataSource struct { 22365 _ struct{} `type:"structure"` 22366 22367 // A list of one or more attribute names to use that are found in a specified 22368 // augmented manifest file. 22369 AttributeNames []*string `type:"list"` 22370 22371 // If you want Amazon SageMaker to replicate the entire dataset on each ML compute 22372 // instance that is launched for model training, specify FullyReplicated. 22373 // 22374 // If you want Amazon SageMaker to replicate a subset of data on each ML compute 22375 // instance that is launched for model training, specify ShardedByS3Key. If 22376 // there are n ML compute instances launched for a training job, each instance 22377 // gets approximately 1/n of the number of S3 objects. In this case, model training 22378 // on each machine uses only the subset of training data. 22379 // 22380 // Don't choose more ML compute instances for training than available S3 objects. 22381 // If you do, some nodes won't get any data and you will pay for nodes that 22382 // aren't getting any training data. This applies in both File and Pipe modes. 22383 // Keep this in mind when developing algorithms. 22384 // 22385 // In distributed training, where you use multiple ML compute EC2 instances, 22386 // you might choose ShardedByS3Key. If the algorithm requires copying training 22387 // data to the ML storage volume (when TrainingInputMode is set to File), this 22388 // copies 1/n of the number of objects. 22389 S3DataDistributionType *string `type:"string" enum:"S3DataDistribution"` 22390 22391 // If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker 22392 // uses all objects that match the specified key name prefix for model training. 22393 // 22394 // If you choose ManifestFile, S3Uri identifies an object that is a manifest 22395 // file containing a list of object keys that you want Amazon SageMaker to use 22396 // for model training. 22397 // 22398 // If you choose AugmentedManifestFile, S3Uri identifies an object that is an 22399 // augmented manifest file in JSON lines format. This file contains the data 22400 // you want to use for model training. AugmentedManifestFile can only be used 22401 // if the Channel's input mode is Pipe. 22402 // 22403 // S3DataType is a required field 22404 S3DataType *string `type:"string" required:"true" enum:"S3DataType"` 22405 22406 // Depending on the value specified for the S3DataType, identifies either a 22407 // key name prefix or a manifest. For example: 22408 // 22409 // * A key name prefix might look like this: s3://bucketname/exampleprefix. 22410 // 22411 // * A manifest might look like this: s3://bucketname/example.manifest The 22412 // manifest is an S3 object which is a JSON file with the following format: 22413 // [ {"prefix": "s3://customer_bucket/some/prefix/"}, "relative/path/to/custdata-1", 22414 // "relative/path/custdata-2", ... ] The preceding JSON matches the following 22415 // s3Uris: s3://customer_bucket/some/prefix/relative/path/to/custdata-1 s3://customer_bucket/some/prefix/relative/path/custdata-2 22416 // ... The complete set of s3uris in this manifest is the input data for 22417 // the channel for this datasource. The object that each s3uris points to 22418 // must be readable by the IAM role that Amazon SageMaker uses to perform 22419 // tasks on your behalf. 22420 // 22421 // S3Uri is a required field 22422 S3Uri *string `type:"string" required:"true"` 22423} 22424 22425// String returns the string representation 22426func (s S3DataSource) String() string { 22427 return awsutil.Prettify(s) 22428} 22429 22430// GoString returns the string representation 22431func (s S3DataSource) GoString() string { 22432 return s.String() 22433} 22434 22435// Validate inspects the fields of the type to determine if they are valid. 22436func (s *S3DataSource) Validate() error { 22437 invalidParams := request.ErrInvalidParams{Context: "S3DataSource"} 22438 if s.S3DataType == nil { 22439 invalidParams.Add(request.NewErrParamRequired("S3DataType")) 22440 } 22441 if s.S3Uri == nil { 22442 invalidParams.Add(request.NewErrParamRequired("S3Uri")) 22443 } 22444 22445 if invalidParams.Len() > 0 { 22446 return invalidParams 22447 } 22448 return nil 22449} 22450 22451// SetAttributeNames sets the AttributeNames field's value. 22452func (s *S3DataSource) SetAttributeNames(v []*string) *S3DataSource { 22453 s.AttributeNames = v 22454 return s 22455} 22456 22457// SetS3DataDistributionType sets the S3DataDistributionType field's value. 22458func (s *S3DataSource) SetS3DataDistributionType(v string) *S3DataSource { 22459 s.S3DataDistributionType = &v 22460 return s 22461} 22462 22463// SetS3DataType sets the S3DataType field's value. 22464func (s *S3DataSource) SetS3DataType(v string) *S3DataSource { 22465 s.S3DataType = &v 22466 return s 22467} 22468 22469// SetS3Uri sets the S3Uri field's value. 22470func (s *S3DataSource) SetS3Uri(v string) *S3DataSource { 22471 s.S3Uri = &v 22472 return s 22473} 22474 22475// A multi-expression that searches for the specified resource or resources 22476// in a search. All resource objects that satisfy the expression's condition 22477// are included in the search results. You must specify at least one subexpression, 22478// filter, or nested filter. A SearchExpression can contain up to twenty elements. 22479// 22480// A SearchExpression contains the following components: 22481// 22482// * A list of Filter objects. Each filter defines a simple Boolean expression 22483// comprised of a resource property name, Boolean operator, and value. 22484// 22485// * A list of NestedFilter objects. Each nested filter defines a list of 22486// Boolean expressions using a list of resource properties. A nested filter 22487// is satisfied if a single object in the list satisfies all Boolean expressions. 22488// 22489// * A list of SearchExpression objects. A search expression object can be 22490// nested in a list of search expression objects. 22491// 22492// * A Boolean operator: And or Or. 22493type SearchExpression struct { 22494 _ struct{} `type:"structure"` 22495 22496 // A list of filter objects. 22497 Filters []*Filter `min:"1" type:"list"` 22498 22499 // A list of nested filter objects. 22500 NestedFilters []*NestedFilters `min:"1" type:"list"` 22501 22502 // A Boolean operator used to evaluate the search expression. If you want every 22503 // conditional statement in all lists to be satisfied for the entire search 22504 // expression to be true, specify And. If only a single conditional statement 22505 // needs to be true for the entire search expression to be true, specify Or. 22506 // The default value is And. 22507 Operator *string `type:"string" enum:"BooleanOperator"` 22508 22509 // A list of search expression objects. 22510 SubExpressions []*SearchExpression `min:"1" type:"list"` 22511} 22512 22513// String returns the string representation 22514func (s SearchExpression) String() string { 22515 return awsutil.Prettify(s) 22516} 22517 22518// GoString returns the string representation 22519func (s SearchExpression) GoString() string { 22520 return s.String() 22521} 22522 22523// Validate inspects the fields of the type to determine if they are valid. 22524func (s *SearchExpression) Validate() error { 22525 invalidParams := request.ErrInvalidParams{Context: "SearchExpression"} 22526 if s.Filters != nil && len(s.Filters) < 1 { 22527 invalidParams.Add(request.NewErrParamMinLen("Filters", 1)) 22528 } 22529 if s.NestedFilters != nil && len(s.NestedFilters) < 1 { 22530 invalidParams.Add(request.NewErrParamMinLen("NestedFilters", 1)) 22531 } 22532 if s.SubExpressions != nil && len(s.SubExpressions) < 1 { 22533 invalidParams.Add(request.NewErrParamMinLen("SubExpressions", 1)) 22534 } 22535 if s.Filters != nil { 22536 for i, v := range s.Filters { 22537 if v == nil { 22538 continue 22539 } 22540 if err := v.Validate(); err != nil { 22541 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Filters", i), err.(request.ErrInvalidParams)) 22542 } 22543 } 22544 } 22545 if s.NestedFilters != nil { 22546 for i, v := range s.NestedFilters { 22547 if v == nil { 22548 continue 22549 } 22550 if err := v.Validate(); err != nil { 22551 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "NestedFilters", i), err.(request.ErrInvalidParams)) 22552 } 22553 } 22554 } 22555 if s.SubExpressions != nil { 22556 for i, v := range s.SubExpressions { 22557 if v == nil { 22558 continue 22559 } 22560 if err := v.Validate(); err != nil { 22561 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SubExpressions", i), err.(request.ErrInvalidParams)) 22562 } 22563 } 22564 } 22565 22566 if invalidParams.Len() > 0 { 22567 return invalidParams 22568 } 22569 return nil 22570} 22571 22572// SetFilters sets the Filters field's value. 22573func (s *SearchExpression) SetFilters(v []*Filter) *SearchExpression { 22574 s.Filters = v 22575 return s 22576} 22577 22578// SetNestedFilters sets the NestedFilters field's value. 22579func (s *SearchExpression) SetNestedFilters(v []*NestedFilters) *SearchExpression { 22580 s.NestedFilters = v 22581 return s 22582} 22583 22584// SetOperator sets the Operator field's value. 22585func (s *SearchExpression) SetOperator(v string) *SearchExpression { 22586 s.Operator = &v 22587 return s 22588} 22589 22590// SetSubExpressions sets the SubExpressions field's value. 22591func (s *SearchExpression) SetSubExpressions(v []*SearchExpression) *SearchExpression { 22592 s.SubExpressions = v 22593 return s 22594} 22595 22596type SearchInput struct { 22597 _ struct{} `type:"structure"` 22598 22599 // The maximum number of results to return in a SearchResponse. 22600 MaxResults *int64 `min:"1" type:"integer"` 22601 22602 // If more than MaxResults resource objects match the specified SearchExpression, 22603 // the SearchResponse includes a NextToken. The NextToken can be passed to the 22604 // next SearchRequest to continue retrieving results for the specified SearchExpression 22605 // and Sort parameters. 22606 NextToken *string `type:"string"` 22607 22608 // The name of the Amazon SageMaker resource to search for. Currently, the only 22609 // valid Resource value is TrainingJob. 22610 // 22611 // Resource is a required field 22612 Resource *string `type:"string" required:"true" enum:"ResourceType"` 22613 22614 // A Boolean conditional statement. Resource objects must satisfy this condition 22615 // to be included in search results. You must provide at least one subexpression, 22616 // filter, or nested filter. The maximum number of recursive SubExpressions, 22617 // NestedFilters, and Filters that can be included in a SearchExpression object 22618 // is 50. 22619 SearchExpression *SearchExpression `type:"structure"` 22620 22621 // The name of the resource property used to sort the SearchResults. The default 22622 // is LastModifiedTime. 22623 SortBy *string `min:"1" type:"string"` 22624 22625 // How SearchResults are ordered. Valid values are Ascending or Descending. 22626 // The default is Descending. 22627 SortOrder *string `type:"string" enum:"SearchSortOrder"` 22628} 22629 22630// String returns the string representation 22631func (s SearchInput) String() string { 22632 return awsutil.Prettify(s) 22633} 22634 22635// GoString returns the string representation 22636func (s SearchInput) GoString() string { 22637 return s.String() 22638} 22639 22640// Validate inspects the fields of the type to determine if they are valid. 22641func (s *SearchInput) Validate() error { 22642 invalidParams := request.ErrInvalidParams{Context: "SearchInput"} 22643 if s.MaxResults != nil && *s.MaxResults < 1 { 22644 invalidParams.Add(request.NewErrParamMinValue("MaxResults", 1)) 22645 } 22646 if s.Resource == nil { 22647 invalidParams.Add(request.NewErrParamRequired("Resource")) 22648 } 22649 if s.SortBy != nil && len(*s.SortBy) < 1 { 22650 invalidParams.Add(request.NewErrParamMinLen("SortBy", 1)) 22651 } 22652 if s.SearchExpression != nil { 22653 if err := s.SearchExpression.Validate(); err != nil { 22654 invalidParams.AddNested("SearchExpression", err.(request.ErrInvalidParams)) 22655 } 22656 } 22657 22658 if invalidParams.Len() > 0 { 22659 return invalidParams 22660 } 22661 return nil 22662} 22663 22664// SetMaxResults sets the MaxResults field's value. 22665func (s *SearchInput) SetMaxResults(v int64) *SearchInput { 22666 s.MaxResults = &v 22667 return s 22668} 22669 22670// SetNextToken sets the NextToken field's value. 22671func (s *SearchInput) SetNextToken(v string) *SearchInput { 22672 s.NextToken = &v 22673 return s 22674} 22675 22676// SetResource sets the Resource field's value. 22677func (s *SearchInput) SetResource(v string) *SearchInput { 22678 s.Resource = &v 22679 return s 22680} 22681 22682// SetSearchExpression sets the SearchExpression field's value. 22683func (s *SearchInput) SetSearchExpression(v *SearchExpression) *SearchInput { 22684 s.SearchExpression = v 22685 return s 22686} 22687 22688// SetSortBy sets the SortBy field's value. 22689func (s *SearchInput) SetSortBy(v string) *SearchInput { 22690 s.SortBy = &v 22691 return s 22692} 22693 22694// SetSortOrder sets the SortOrder field's value. 22695func (s *SearchInput) SetSortOrder(v string) *SearchInput { 22696 s.SortOrder = &v 22697 return s 22698} 22699 22700type SearchOutput struct { 22701 _ struct{} `type:"structure"` 22702 22703 // If the result of the previous Search request was truncated, the response 22704 // includes a NextToken. To retrieve the next set of results, use the token 22705 // in the next request. 22706 NextToken *string `type:"string"` 22707 22708 // A list of SearchResult objects. 22709 Results []*SearchRecord `type:"list"` 22710} 22711 22712// String returns the string representation 22713func (s SearchOutput) String() string { 22714 return awsutil.Prettify(s) 22715} 22716 22717// GoString returns the string representation 22718func (s SearchOutput) GoString() string { 22719 return s.String() 22720} 22721 22722// SetNextToken sets the NextToken field's value. 22723func (s *SearchOutput) SetNextToken(v string) *SearchOutput { 22724 s.NextToken = &v 22725 return s 22726} 22727 22728// SetResults sets the Results field's value. 22729func (s *SearchOutput) SetResults(v []*SearchRecord) *SearchOutput { 22730 s.Results = v 22731 return s 22732} 22733 22734// An individual search result record that contains a single resource object. 22735type SearchRecord struct { 22736 _ struct{} `type:"structure"` 22737 22738 // A TrainingJob object that is returned as part of a Search request. 22739 TrainingJob *TrainingJob `type:"structure"` 22740} 22741 22742// String returns the string representation 22743func (s SearchRecord) String() string { 22744 return awsutil.Prettify(s) 22745} 22746 22747// GoString returns the string representation 22748func (s SearchRecord) GoString() string { 22749 return s.String() 22750} 22751 22752// SetTrainingJob sets the TrainingJob field's value. 22753func (s *SearchRecord) SetTrainingJob(v *TrainingJob) *SearchRecord { 22754 s.TrainingJob = v 22755 return s 22756} 22757 22758// An array element of DescribeTrainingJobResponse$SecondaryStatusTransitions. 22759// It provides additional details about a status that the training job has transitioned 22760// through. A training job can be in one of several states, for example, starting, 22761// downloading, training, or uploading. Within each state, there are a number 22762// of intermediate states. For example, within the starting state, Amazon SageMaker 22763// could be starting the training job or launching the ML instances. These transitional 22764// states are referred to as the job's secondary status. 22765type SecondaryStatusTransition struct { 22766 _ struct{} `type:"structure"` 22767 22768 // A timestamp that shows when the training job transitioned out of this secondary 22769 // status state into another secondary status state or when the training job 22770 // has ended. 22771 EndTime *time.Time `type:"timestamp"` 22772 22773 // A timestamp that shows when the training job transitioned to the current 22774 // secondary status state. 22775 // 22776 // StartTime is a required field 22777 StartTime *time.Time `type:"timestamp" required:"true"` 22778 22779 // Contains a secondary status information from a training job. 22780 // 22781 // Status might be one of the following secondary statuses: 22782 // 22783 // InProgress 22784 // 22785 // * Starting - Starting the training job. 22786 // 22787 // * Downloading - An optional stage for algorithms that support File training 22788 // input mode. It indicates that data is being downloaded to the ML storage 22789 // volumes. 22790 // 22791 // * Training - Training is in progress. 22792 // 22793 // * Uploading - Training is complete and the model artifacts are being uploaded 22794 // to the S3 location. 22795 // 22796 // Completed 22797 // 22798 // * Completed - The training job has completed. 22799 // 22800 // Failed 22801 // 22802 // * Failed - The training job has failed. The reason for the failure is 22803 // returned in the FailureReason field of DescribeTrainingJobResponse. 22804 // 22805 // Stopped 22806 // 22807 // * MaxRuntimeExceeded - The job stopped because it exceeded the maximum 22808 // allowed runtime. 22809 // 22810 // * Stopped - The training job has stopped. 22811 // 22812 // Stopping 22813 // 22814 // * Stopping - Stopping the training job. 22815 // 22816 // We no longer support the following secondary statuses: 22817 // 22818 // * LaunchingMLInstances 22819 // 22820 // * PreparingTrainingStack 22821 // 22822 // * DownloadingTrainingImage 22823 // 22824 // Status is a required field 22825 Status *string `type:"string" required:"true" enum:"SecondaryStatus"` 22826 22827 // A detailed description of the progress within a secondary status. 22828 // 22829 // Amazon SageMaker provides secondary statuses and status messages that apply 22830 // to each of them: 22831 // 22832 // Starting 22833 // 22834 // * Starting the training job. 22835 // 22836 // * Launching requested ML instances. 22837 // 22838 // * Insufficient capacity error from EC2 while launching instances, retrying! 22839 // 22840 // * Launched instance was unhealthy, replacing it! 22841 // 22842 // * Preparing the instances for training. 22843 // 22844 // Training 22845 // 22846 // * Downloading the training image. 22847 // 22848 // * Training image download completed. Training in progress. 22849 // 22850 // Status messages are subject to change. Therefore, we recommend not including 22851 // them in code that programmatically initiates actions. For examples, don't 22852 // use status messages in if statements. 22853 // 22854 // To have an overview of your training job's progress, view TrainingJobStatus 22855 // and SecondaryStatus in DescribeTrainingJob, and StatusMessage together. For 22856 // example, at the start of a training job, you might see the following: 22857 // 22858 // * TrainingJobStatus - InProgress 22859 // 22860 // * SecondaryStatus - Training 22861 // 22862 // * StatusMessage - Downloading the training image 22863 StatusMessage *string `type:"string"` 22864} 22865 22866// String returns the string representation 22867func (s SecondaryStatusTransition) String() string { 22868 return awsutil.Prettify(s) 22869} 22870 22871// GoString returns the string representation 22872func (s SecondaryStatusTransition) GoString() string { 22873 return s.String() 22874} 22875 22876// SetEndTime sets the EndTime field's value. 22877func (s *SecondaryStatusTransition) SetEndTime(v time.Time) *SecondaryStatusTransition { 22878 s.EndTime = &v 22879 return s 22880} 22881 22882// SetStartTime sets the StartTime field's value. 22883func (s *SecondaryStatusTransition) SetStartTime(v time.Time) *SecondaryStatusTransition { 22884 s.StartTime = &v 22885 return s 22886} 22887 22888// SetStatus sets the Status field's value. 22889func (s *SecondaryStatusTransition) SetStatus(v string) *SecondaryStatusTransition { 22890 s.Status = &v 22891 return s 22892} 22893 22894// SetStatusMessage sets the StatusMessage field's value. 22895func (s *SecondaryStatusTransition) SetStatusMessage(v string) *SecondaryStatusTransition { 22896 s.StatusMessage = &v 22897 return s 22898} 22899 22900// A configuration for a shuffle option for input data in a channel. If you 22901// use S3Prefix for S3DataType, the results of the S3 key prefix matches are 22902// shuffled. If you use ManifestFile, the order of the S3 object references 22903// in the ManifestFile is shuffled. If you use AugmentedManifestFile, the order 22904// of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling 22905// order is determined using the Seed value. 22906// 22907// For Pipe input mode, shuffling is done at the start of every epoch. With 22908// large datasets, this ensures that the order of the training data is different 22909// for each epoch, and it helps reduce bias and possible overfitting. In a multi-node 22910// training job when ShuffleConfig is combined with S3DataDistributionType of 22911// ShardedByS3Key, the data is shuffled across nodes so that the content sent 22912// to a particular node on the first epoch might be sent to a different node 22913// on the second epoch. 22914type ShuffleConfig struct { 22915 _ struct{} `type:"structure"` 22916 22917 // Determines the shuffling order in ShuffleConfig value. 22918 // 22919 // Seed is a required field 22920 Seed *int64 `type:"long" required:"true"` 22921} 22922 22923// String returns the string representation 22924func (s ShuffleConfig) String() string { 22925 return awsutil.Prettify(s) 22926} 22927 22928// GoString returns the string representation 22929func (s ShuffleConfig) GoString() string { 22930 return s.String() 22931} 22932 22933// Validate inspects the fields of the type to determine if they are valid. 22934func (s *ShuffleConfig) Validate() error { 22935 invalidParams := request.ErrInvalidParams{Context: "ShuffleConfig"} 22936 if s.Seed == nil { 22937 invalidParams.Add(request.NewErrParamRequired("Seed")) 22938 } 22939 22940 if invalidParams.Len() > 0 { 22941 return invalidParams 22942 } 22943 return nil 22944} 22945 22946// SetSeed sets the Seed field's value. 22947func (s *ShuffleConfig) SetSeed(v int64) *ShuffleConfig { 22948 s.Seed = &v 22949 return s 22950} 22951 22952// Specifies an algorithm that was used to create the model package. The algorithm 22953// must be either an algorithm resource in your Amazon SageMaker account or 22954// an algorithm in AWS Marketplace that you are subscribed to. 22955type SourceAlgorithm struct { 22956 _ struct{} `type:"structure"` 22957 22958 // The name of an algorithm that was used to create the model package. The algorithm 22959 // must be either an algorithm resource in your Amazon SageMaker account or 22960 // an algorithm in AWS Marketplace that you are subscribed to. 22961 // 22962 // AlgorithmName is a required field 22963 AlgorithmName *string `min:"1" type:"string" required:"true"` 22964 22965 // The Amazon S3 path where the model artifacts, which result from model training, 22966 // are stored. This path must point to a single gzip compressed tar archive 22967 // (.tar.gz suffix). 22968 ModelDataUrl *string `type:"string"` 22969} 22970 22971// String returns the string representation 22972func (s SourceAlgorithm) String() string { 22973 return awsutil.Prettify(s) 22974} 22975 22976// GoString returns the string representation 22977func (s SourceAlgorithm) GoString() string { 22978 return s.String() 22979} 22980 22981// Validate inspects the fields of the type to determine if they are valid. 22982func (s *SourceAlgorithm) Validate() error { 22983 invalidParams := request.ErrInvalidParams{Context: "SourceAlgorithm"} 22984 if s.AlgorithmName == nil { 22985 invalidParams.Add(request.NewErrParamRequired("AlgorithmName")) 22986 } 22987 if s.AlgorithmName != nil && len(*s.AlgorithmName) < 1 { 22988 invalidParams.Add(request.NewErrParamMinLen("AlgorithmName", 1)) 22989 } 22990 22991 if invalidParams.Len() > 0 { 22992 return invalidParams 22993 } 22994 return nil 22995} 22996 22997// SetAlgorithmName sets the AlgorithmName field's value. 22998func (s *SourceAlgorithm) SetAlgorithmName(v string) *SourceAlgorithm { 22999 s.AlgorithmName = &v 23000 return s 23001} 23002 23003// SetModelDataUrl sets the ModelDataUrl field's value. 23004func (s *SourceAlgorithm) SetModelDataUrl(v string) *SourceAlgorithm { 23005 s.ModelDataUrl = &v 23006 return s 23007} 23008 23009// A list of algorithms that were used to create a model package. 23010type SourceAlgorithmSpecification struct { 23011 _ struct{} `type:"structure"` 23012 23013 // A list of the algorithms that were used to create a model package. 23014 // 23015 // SourceAlgorithms is a required field 23016 SourceAlgorithms []*SourceAlgorithm `min:"1" type:"list" required:"true"` 23017} 23018 23019// String returns the string representation 23020func (s SourceAlgorithmSpecification) String() string { 23021 return awsutil.Prettify(s) 23022} 23023 23024// GoString returns the string representation 23025func (s SourceAlgorithmSpecification) GoString() string { 23026 return s.String() 23027} 23028 23029// Validate inspects the fields of the type to determine if they are valid. 23030func (s *SourceAlgorithmSpecification) Validate() error { 23031 invalidParams := request.ErrInvalidParams{Context: "SourceAlgorithmSpecification"} 23032 if s.SourceAlgorithms == nil { 23033 invalidParams.Add(request.NewErrParamRequired("SourceAlgorithms")) 23034 } 23035 if s.SourceAlgorithms != nil && len(s.SourceAlgorithms) < 1 { 23036 invalidParams.Add(request.NewErrParamMinLen("SourceAlgorithms", 1)) 23037 } 23038 if s.SourceAlgorithms != nil { 23039 for i, v := range s.SourceAlgorithms { 23040 if v == nil { 23041 continue 23042 } 23043 if err := v.Validate(); err != nil { 23044 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SourceAlgorithms", i), err.(request.ErrInvalidParams)) 23045 } 23046 } 23047 } 23048 23049 if invalidParams.Len() > 0 { 23050 return invalidParams 23051 } 23052 return nil 23053} 23054 23055// SetSourceAlgorithms sets the SourceAlgorithms field's value. 23056func (s *SourceAlgorithmSpecification) SetSourceAlgorithms(v []*SourceAlgorithm) *SourceAlgorithmSpecification { 23057 s.SourceAlgorithms = v 23058 return s 23059} 23060 23061type StartNotebookInstanceInput struct { 23062 _ struct{} `type:"structure"` 23063 23064 // The name of the notebook instance to start. 23065 // 23066 // NotebookInstanceName is a required field 23067 NotebookInstanceName *string `type:"string" required:"true"` 23068} 23069 23070// String returns the string representation 23071func (s StartNotebookInstanceInput) String() string { 23072 return awsutil.Prettify(s) 23073} 23074 23075// GoString returns the string representation 23076func (s StartNotebookInstanceInput) GoString() string { 23077 return s.String() 23078} 23079 23080// Validate inspects the fields of the type to determine if they are valid. 23081func (s *StartNotebookInstanceInput) Validate() error { 23082 invalidParams := request.ErrInvalidParams{Context: "StartNotebookInstanceInput"} 23083 if s.NotebookInstanceName == nil { 23084 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 23085 } 23086 23087 if invalidParams.Len() > 0 { 23088 return invalidParams 23089 } 23090 return nil 23091} 23092 23093// SetNotebookInstanceName sets the NotebookInstanceName field's value. 23094func (s *StartNotebookInstanceInput) SetNotebookInstanceName(v string) *StartNotebookInstanceInput { 23095 s.NotebookInstanceName = &v 23096 return s 23097} 23098 23099type StartNotebookInstanceOutput struct { 23100 _ struct{} `type:"structure"` 23101} 23102 23103// String returns the string representation 23104func (s StartNotebookInstanceOutput) String() string { 23105 return awsutil.Prettify(s) 23106} 23107 23108// GoString returns the string representation 23109func (s StartNotebookInstanceOutput) GoString() string { 23110 return s.String() 23111} 23112 23113type StopCompilationJobInput struct { 23114 _ struct{} `type:"structure"` 23115 23116 // The name of the model compilation job to stop. 23117 // 23118 // CompilationJobName is a required field 23119 CompilationJobName *string `min:"1" type:"string" required:"true"` 23120} 23121 23122// String returns the string representation 23123func (s StopCompilationJobInput) String() string { 23124 return awsutil.Prettify(s) 23125} 23126 23127// GoString returns the string representation 23128func (s StopCompilationJobInput) GoString() string { 23129 return s.String() 23130} 23131 23132// Validate inspects the fields of the type to determine if they are valid. 23133func (s *StopCompilationJobInput) Validate() error { 23134 invalidParams := request.ErrInvalidParams{Context: "StopCompilationJobInput"} 23135 if s.CompilationJobName == nil { 23136 invalidParams.Add(request.NewErrParamRequired("CompilationJobName")) 23137 } 23138 if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 { 23139 invalidParams.Add(request.NewErrParamMinLen("CompilationJobName", 1)) 23140 } 23141 23142 if invalidParams.Len() > 0 { 23143 return invalidParams 23144 } 23145 return nil 23146} 23147 23148// SetCompilationJobName sets the CompilationJobName field's value. 23149func (s *StopCompilationJobInput) SetCompilationJobName(v string) *StopCompilationJobInput { 23150 s.CompilationJobName = &v 23151 return s 23152} 23153 23154type StopCompilationJobOutput struct { 23155 _ struct{} `type:"structure"` 23156} 23157 23158// String returns the string representation 23159func (s StopCompilationJobOutput) String() string { 23160 return awsutil.Prettify(s) 23161} 23162 23163// GoString returns the string representation 23164func (s StopCompilationJobOutput) GoString() string { 23165 return s.String() 23166} 23167 23168type StopHyperParameterTuningJobInput struct { 23169 _ struct{} `type:"structure"` 23170 23171 // The name of the tuning job to stop. 23172 // 23173 // HyperParameterTuningJobName is a required field 23174 HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"` 23175} 23176 23177// String returns the string representation 23178func (s StopHyperParameterTuningJobInput) String() string { 23179 return awsutil.Prettify(s) 23180} 23181 23182// GoString returns the string representation 23183func (s StopHyperParameterTuningJobInput) GoString() string { 23184 return s.String() 23185} 23186 23187// Validate inspects the fields of the type to determine if they are valid. 23188func (s *StopHyperParameterTuningJobInput) Validate() error { 23189 invalidParams := request.ErrInvalidParams{Context: "StopHyperParameterTuningJobInput"} 23190 if s.HyperParameterTuningJobName == nil { 23191 invalidParams.Add(request.NewErrParamRequired("HyperParameterTuningJobName")) 23192 } 23193 if s.HyperParameterTuningJobName != nil && len(*s.HyperParameterTuningJobName) < 1 { 23194 invalidParams.Add(request.NewErrParamMinLen("HyperParameterTuningJobName", 1)) 23195 } 23196 23197 if invalidParams.Len() > 0 { 23198 return invalidParams 23199 } 23200 return nil 23201} 23202 23203// SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value. 23204func (s *StopHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *StopHyperParameterTuningJobInput { 23205 s.HyperParameterTuningJobName = &v 23206 return s 23207} 23208 23209type StopHyperParameterTuningJobOutput struct { 23210 _ struct{} `type:"structure"` 23211} 23212 23213// String returns the string representation 23214func (s StopHyperParameterTuningJobOutput) String() string { 23215 return awsutil.Prettify(s) 23216} 23217 23218// GoString returns the string representation 23219func (s StopHyperParameterTuningJobOutput) GoString() string { 23220 return s.String() 23221} 23222 23223type StopLabelingJobInput struct { 23224 _ struct{} `type:"structure"` 23225 23226 // The name of the labeling job to stop. 23227 // 23228 // LabelingJobName is a required field 23229 LabelingJobName *string `min:"1" type:"string" required:"true"` 23230} 23231 23232// String returns the string representation 23233func (s StopLabelingJobInput) String() string { 23234 return awsutil.Prettify(s) 23235} 23236 23237// GoString returns the string representation 23238func (s StopLabelingJobInput) GoString() string { 23239 return s.String() 23240} 23241 23242// Validate inspects the fields of the type to determine if they are valid. 23243func (s *StopLabelingJobInput) Validate() error { 23244 invalidParams := request.ErrInvalidParams{Context: "StopLabelingJobInput"} 23245 if s.LabelingJobName == nil { 23246 invalidParams.Add(request.NewErrParamRequired("LabelingJobName")) 23247 } 23248 if s.LabelingJobName != nil && len(*s.LabelingJobName) < 1 { 23249 invalidParams.Add(request.NewErrParamMinLen("LabelingJobName", 1)) 23250 } 23251 23252 if invalidParams.Len() > 0 { 23253 return invalidParams 23254 } 23255 return nil 23256} 23257 23258// SetLabelingJobName sets the LabelingJobName field's value. 23259func (s *StopLabelingJobInput) SetLabelingJobName(v string) *StopLabelingJobInput { 23260 s.LabelingJobName = &v 23261 return s 23262} 23263 23264type StopLabelingJobOutput struct { 23265 _ struct{} `type:"structure"` 23266} 23267 23268// String returns the string representation 23269func (s StopLabelingJobOutput) String() string { 23270 return awsutil.Prettify(s) 23271} 23272 23273// GoString returns the string representation 23274func (s StopLabelingJobOutput) GoString() string { 23275 return s.String() 23276} 23277 23278type StopNotebookInstanceInput struct { 23279 _ struct{} `type:"structure"` 23280 23281 // The name of the notebook instance to terminate. 23282 // 23283 // NotebookInstanceName is a required field 23284 NotebookInstanceName *string `type:"string" required:"true"` 23285} 23286 23287// String returns the string representation 23288func (s StopNotebookInstanceInput) String() string { 23289 return awsutil.Prettify(s) 23290} 23291 23292// GoString returns the string representation 23293func (s StopNotebookInstanceInput) GoString() string { 23294 return s.String() 23295} 23296 23297// Validate inspects the fields of the type to determine if they are valid. 23298func (s *StopNotebookInstanceInput) Validate() error { 23299 invalidParams := request.ErrInvalidParams{Context: "StopNotebookInstanceInput"} 23300 if s.NotebookInstanceName == nil { 23301 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 23302 } 23303 23304 if invalidParams.Len() > 0 { 23305 return invalidParams 23306 } 23307 return nil 23308} 23309 23310// SetNotebookInstanceName sets the NotebookInstanceName field's value. 23311func (s *StopNotebookInstanceInput) SetNotebookInstanceName(v string) *StopNotebookInstanceInput { 23312 s.NotebookInstanceName = &v 23313 return s 23314} 23315 23316type StopNotebookInstanceOutput struct { 23317 _ struct{} `type:"structure"` 23318} 23319 23320// String returns the string representation 23321func (s StopNotebookInstanceOutput) String() string { 23322 return awsutil.Prettify(s) 23323} 23324 23325// GoString returns the string representation 23326func (s StopNotebookInstanceOutput) GoString() string { 23327 return s.String() 23328} 23329 23330type StopTrainingJobInput struct { 23331 _ struct{} `type:"structure"` 23332 23333 // The name of the training job to stop. 23334 // 23335 // TrainingJobName is a required field 23336 TrainingJobName *string `min:"1" type:"string" required:"true"` 23337} 23338 23339// String returns the string representation 23340func (s StopTrainingJobInput) String() string { 23341 return awsutil.Prettify(s) 23342} 23343 23344// GoString returns the string representation 23345func (s StopTrainingJobInput) GoString() string { 23346 return s.String() 23347} 23348 23349// Validate inspects the fields of the type to determine if they are valid. 23350func (s *StopTrainingJobInput) Validate() error { 23351 invalidParams := request.ErrInvalidParams{Context: "StopTrainingJobInput"} 23352 if s.TrainingJobName == nil { 23353 invalidParams.Add(request.NewErrParamRequired("TrainingJobName")) 23354 } 23355 if s.TrainingJobName != nil && len(*s.TrainingJobName) < 1 { 23356 invalidParams.Add(request.NewErrParamMinLen("TrainingJobName", 1)) 23357 } 23358 23359 if invalidParams.Len() > 0 { 23360 return invalidParams 23361 } 23362 return nil 23363} 23364 23365// SetTrainingJobName sets the TrainingJobName field's value. 23366func (s *StopTrainingJobInput) SetTrainingJobName(v string) *StopTrainingJobInput { 23367 s.TrainingJobName = &v 23368 return s 23369} 23370 23371type StopTrainingJobOutput struct { 23372 _ struct{} `type:"structure"` 23373} 23374 23375// String returns the string representation 23376func (s StopTrainingJobOutput) String() string { 23377 return awsutil.Prettify(s) 23378} 23379 23380// GoString returns the string representation 23381func (s StopTrainingJobOutput) GoString() string { 23382 return s.String() 23383} 23384 23385type StopTransformJobInput struct { 23386 _ struct{} `type:"structure"` 23387 23388 // The name of the transform job to stop. 23389 // 23390 // TransformJobName is a required field 23391 TransformJobName *string `min:"1" type:"string" required:"true"` 23392} 23393 23394// String returns the string representation 23395func (s StopTransformJobInput) String() string { 23396 return awsutil.Prettify(s) 23397} 23398 23399// GoString returns the string representation 23400func (s StopTransformJobInput) GoString() string { 23401 return s.String() 23402} 23403 23404// Validate inspects the fields of the type to determine if they are valid. 23405func (s *StopTransformJobInput) Validate() error { 23406 invalidParams := request.ErrInvalidParams{Context: "StopTransformJobInput"} 23407 if s.TransformJobName == nil { 23408 invalidParams.Add(request.NewErrParamRequired("TransformJobName")) 23409 } 23410 if s.TransformJobName != nil && len(*s.TransformJobName) < 1 { 23411 invalidParams.Add(request.NewErrParamMinLen("TransformJobName", 1)) 23412 } 23413 23414 if invalidParams.Len() > 0 { 23415 return invalidParams 23416 } 23417 return nil 23418} 23419 23420// SetTransformJobName sets the TransformJobName field's value. 23421func (s *StopTransformJobInput) SetTransformJobName(v string) *StopTransformJobInput { 23422 s.TransformJobName = &v 23423 return s 23424} 23425 23426type StopTransformJobOutput struct { 23427 _ struct{} `type:"structure"` 23428} 23429 23430// String returns the string representation 23431func (s StopTransformJobOutput) String() string { 23432 return awsutil.Prettify(s) 23433} 23434 23435// GoString returns the string representation 23436func (s StopTransformJobOutput) GoString() string { 23437 return s.String() 23438} 23439 23440// Specifies a limit to how long a model training or compilation job can run. 23441// It also specifies how long you are willing to wait for a managed spot training 23442// job to complete. When the job reaches the time limit, Amazon SageMaker ends 23443// the training or compilation job. Use this API to cap model training costs. 23444// 23445// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which 23446// delays job termination for 120 seconds. Algorithms can use this 120-second 23447// window to save the model artifacts, so the results of training are not lost. 23448// 23449// The training algorithms provided by Amazon SageMaker automatically save the 23450// intermediate results of a model training job when possible. This attempt 23451// to save artifacts is only a best effort case as model might not be in a state 23452// from which it can be saved. For example, if training has just started, the 23453// model might not be ready to save. When saved, this intermediate data is a 23454// valid model artifact. You can use it to create a model with CreateModel. 23455// 23456// The Neural Topic Model (NTM) currently does not support saving intermediate 23457// model artifacts. When training NTMs, make sure that the maximum runtime is 23458// sufficient for the training job to complete. 23459type StoppingCondition struct { 23460 _ struct{} `type:"structure"` 23461 23462 // The maximum length of time, in seconds, that the training or compilation 23463 // job can run. If job does not complete during this time, Amazon SageMaker 23464 // ends the job. If value is not specified, default value is 1 day. The maximum 23465 // value is 28 days. 23466 MaxRuntimeInSeconds *int64 `min:"1" type:"integer"` 23467 23468 // The maximum length of time, in seconds, how long you are willing to wait 23469 // for a managed spot training job to complete. It is the amount of time spent 23470 // waiting for Spot capacity plus the amount of time the training job runs. 23471 // It must be equal to or greater than MaxRuntimeInSeconds. 23472 MaxWaitTimeInSeconds *int64 `min:"1" type:"integer"` 23473} 23474 23475// String returns the string representation 23476func (s StoppingCondition) String() string { 23477 return awsutil.Prettify(s) 23478} 23479 23480// GoString returns the string representation 23481func (s StoppingCondition) GoString() string { 23482 return s.String() 23483} 23484 23485// Validate inspects the fields of the type to determine if they are valid. 23486func (s *StoppingCondition) Validate() error { 23487 invalidParams := request.ErrInvalidParams{Context: "StoppingCondition"} 23488 if s.MaxRuntimeInSeconds != nil && *s.MaxRuntimeInSeconds < 1 { 23489 invalidParams.Add(request.NewErrParamMinValue("MaxRuntimeInSeconds", 1)) 23490 } 23491 if s.MaxWaitTimeInSeconds != nil && *s.MaxWaitTimeInSeconds < 1 { 23492 invalidParams.Add(request.NewErrParamMinValue("MaxWaitTimeInSeconds", 1)) 23493 } 23494 23495 if invalidParams.Len() > 0 { 23496 return invalidParams 23497 } 23498 return nil 23499} 23500 23501// SetMaxRuntimeInSeconds sets the MaxRuntimeInSeconds field's value. 23502func (s *StoppingCondition) SetMaxRuntimeInSeconds(v int64) *StoppingCondition { 23503 s.MaxRuntimeInSeconds = &v 23504 return s 23505} 23506 23507// SetMaxWaitTimeInSeconds sets the MaxWaitTimeInSeconds field's value. 23508func (s *StoppingCondition) SetMaxWaitTimeInSeconds(v int64) *StoppingCondition { 23509 s.MaxWaitTimeInSeconds = &v 23510 return s 23511} 23512 23513// Describes a work team of a vendor that does the a labelling job. 23514type SubscribedWorkteam struct { 23515 _ struct{} `type:"structure"` 23516 23517 ListingId *string `type:"string"` 23518 23519 // The description of the vendor from the Amazon Marketplace. 23520 MarketplaceDescription *string `min:"1" type:"string"` 23521 23522 // The title of the service provided by the vendor in the Amazon Marketplace. 23523 MarketplaceTitle *string `min:"1" type:"string"` 23524 23525 // The name of the vendor in the Amazon Marketplace. 23526 SellerName *string `type:"string"` 23527 23528 // The Amazon Resource Name (ARN) of the vendor that you have subscribed. 23529 // 23530 // WorkteamArn is a required field 23531 WorkteamArn *string `type:"string" required:"true"` 23532} 23533 23534// String returns the string representation 23535func (s SubscribedWorkteam) String() string { 23536 return awsutil.Prettify(s) 23537} 23538 23539// GoString returns the string representation 23540func (s SubscribedWorkteam) GoString() string { 23541 return s.String() 23542} 23543 23544// SetListingId sets the ListingId field's value. 23545func (s *SubscribedWorkteam) SetListingId(v string) *SubscribedWorkteam { 23546 s.ListingId = &v 23547 return s 23548} 23549 23550// SetMarketplaceDescription sets the MarketplaceDescription field's value. 23551func (s *SubscribedWorkteam) SetMarketplaceDescription(v string) *SubscribedWorkteam { 23552 s.MarketplaceDescription = &v 23553 return s 23554} 23555 23556// SetMarketplaceTitle sets the MarketplaceTitle field's value. 23557func (s *SubscribedWorkteam) SetMarketplaceTitle(v string) *SubscribedWorkteam { 23558 s.MarketplaceTitle = &v 23559 return s 23560} 23561 23562// SetSellerName sets the SellerName field's value. 23563func (s *SubscribedWorkteam) SetSellerName(v string) *SubscribedWorkteam { 23564 s.SellerName = &v 23565 return s 23566} 23567 23568// SetWorkteamArn sets the WorkteamArn field's value. 23569func (s *SubscribedWorkteam) SetWorkteamArn(v string) *SubscribedWorkteam { 23570 s.WorkteamArn = &v 23571 return s 23572} 23573 23574// Limits the property names that are included in the response. 23575type SuggestionQuery struct { 23576 _ struct{} `type:"structure"` 23577 23578 // A type of SuggestionQuery. Defines a property name hint. Only property names 23579 // that match the specified hint are included in the response. 23580 PropertyNameQuery *PropertyNameQuery `type:"structure"` 23581} 23582 23583// String returns the string representation 23584func (s SuggestionQuery) String() string { 23585 return awsutil.Prettify(s) 23586} 23587 23588// GoString returns the string representation 23589func (s SuggestionQuery) GoString() string { 23590 return s.String() 23591} 23592 23593// Validate inspects the fields of the type to determine if they are valid. 23594func (s *SuggestionQuery) Validate() error { 23595 invalidParams := request.ErrInvalidParams{Context: "SuggestionQuery"} 23596 if s.PropertyNameQuery != nil { 23597 if err := s.PropertyNameQuery.Validate(); err != nil { 23598 invalidParams.AddNested("PropertyNameQuery", err.(request.ErrInvalidParams)) 23599 } 23600 } 23601 23602 if invalidParams.Len() > 0 { 23603 return invalidParams 23604 } 23605 return nil 23606} 23607 23608// SetPropertyNameQuery sets the PropertyNameQuery field's value. 23609func (s *SuggestionQuery) SetPropertyNameQuery(v *PropertyNameQuery) *SuggestionQuery { 23610 s.PropertyNameQuery = v 23611 return s 23612} 23613 23614// Describes a tag. 23615type Tag struct { 23616 _ struct{} `type:"structure"` 23617 23618 // The tag key. 23619 // 23620 // Key is a required field 23621 Key *string `min:"1" type:"string" required:"true"` 23622 23623 // The tag value. 23624 // 23625 // Value is a required field 23626 Value *string `type:"string" required:"true"` 23627} 23628 23629// String returns the string representation 23630func (s Tag) String() string { 23631 return awsutil.Prettify(s) 23632} 23633 23634// GoString returns the string representation 23635func (s Tag) GoString() string { 23636 return s.String() 23637} 23638 23639// Validate inspects the fields of the type to determine if they are valid. 23640func (s *Tag) Validate() error { 23641 invalidParams := request.ErrInvalidParams{Context: "Tag"} 23642 if s.Key == nil { 23643 invalidParams.Add(request.NewErrParamRequired("Key")) 23644 } 23645 if s.Key != nil && len(*s.Key) < 1 { 23646 invalidParams.Add(request.NewErrParamMinLen("Key", 1)) 23647 } 23648 if s.Value == nil { 23649 invalidParams.Add(request.NewErrParamRequired("Value")) 23650 } 23651 23652 if invalidParams.Len() > 0 { 23653 return invalidParams 23654 } 23655 return nil 23656} 23657 23658// SetKey sets the Key field's value. 23659func (s *Tag) SetKey(v string) *Tag { 23660 s.Key = &v 23661 return s 23662} 23663 23664// SetValue sets the Value field's value. 23665func (s *Tag) SetValue(v string) *Tag { 23666 s.Value = &v 23667 return s 23668} 23669 23670// Contains information about a training job. 23671type TrainingJob struct { 23672 _ struct{} `type:"structure"` 23673 23674 // Information about the algorithm used for training, and algorithm metadata. 23675 AlgorithmSpecification *AlgorithmSpecification `type:"structure"` 23676 23677 // A timestamp that indicates when the training job was created. 23678 CreationTime *time.Time `type:"timestamp"` 23679 23680 // To encrypt all communications between ML compute instances in distributed 23681 // training, choose True. Encryption provides greater security for distributed 23682 // training, but training might take longer. How long it takes depends on the 23683 // amount of communication between compute instances, especially if you use 23684 // a deep learning algorithm in distributed training. 23685 EnableInterContainerTrafficEncryption *bool `type:"boolean"` 23686 23687 // If the TrainingJob was created with network isolation, the value is set to 23688 // true. If network isolation is enabled, nodes can't communicate beyond the 23689 // VPC they run in. 23690 EnableNetworkIsolation *bool `type:"boolean"` 23691 23692 // If the training job failed, the reason it failed. 23693 FailureReason *string `type:"string"` 23694 23695 // A list of final metric values that are set when the training job completes. 23696 // Used only if the training job was configured to use metrics. 23697 FinalMetricDataList []*MetricData `type:"list"` 23698 23699 // Algorithm-specific parameters. 23700 HyperParameters map[string]*string `type:"map"` 23701 23702 // An array of Channel objects that describes each data input channel. 23703 InputDataConfig []*Channel `min:"1" type:"list"` 23704 23705 // The Amazon Resource Name (ARN) of the labeling job. 23706 LabelingJobArn *string `type:"string"` 23707 23708 // A timestamp that indicates when the status of the training job was last modified. 23709 LastModifiedTime *time.Time `type:"timestamp"` 23710 23711 // Information about the Amazon S3 location that is configured for storing model 23712 // artifacts. 23713 ModelArtifacts *ModelArtifacts `type:"structure"` 23714 23715 // The S3 path where model artifacts that you configured when creating the job 23716 // are stored. Amazon SageMaker creates subfolders for model artifacts. 23717 OutputDataConfig *OutputDataConfig `type:"structure"` 23718 23719 // Resources, including ML compute instances and ML storage volumes, that are 23720 // configured for model training. 23721 ResourceConfig *ResourceConfig `type:"structure"` 23722 23723 // The AWS Identity and Access Management (IAM) role configured for the training 23724 // job. 23725 RoleArn *string `min:"20" type:"string"` 23726 23727 // Provides detailed information about the state of the training job. For detailed 23728 // information about the secondary status of the training job, see StatusMessage 23729 // under SecondaryStatusTransition. 23730 // 23731 // Amazon SageMaker provides primary statuses and secondary statuses that apply 23732 // to each of them: 23733 // 23734 // InProgress 23735 // 23736 // * Starting - Starting the training job. 23737 // 23738 // * Downloading - An optional stage for algorithms that support File training 23739 // input mode. It indicates that data is being downloaded to the ML storage 23740 // volumes. 23741 // 23742 // * Training - Training is in progress. 23743 // 23744 // * Uploading - Training is complete and the model artifacts are being uploaded 23745 // to the S3 location. 23746 // 23747 // Completed 23748 // 23749 // * Completed - The training job has completed. 23750 // 23751 // Failed 23752 // 23753 // * Failed - The training job has failed. The reason for the failure is 23754 // returned in the FailureReason field of DescribeTrainingJobResponse. 23755 // 23756 // Stopped 23757 // 23758 // * MaxRuntimeExceeded - The job stopped because it exceeded the maximum 23759 // allowed runtime. 23760 // 23761 // * Stopped - The training job has stopped. 23762 // 23763 // Stopping 23764 // 23765 // * Stopping - Stopping the training job. 23766 // 23767 // Valid values for SecondaryStatus are subject to change. 23768 // 23769 // We no longer support the following secondary statuses: 23770 // 23771 // * LaunchingMLInstances 23772 // 23773 // * PreparingTrainingStack 23774 // 23775 // * DownloadingTrainingImage 23776 SecondaryStatus *string `type:"string" enum:"SecondaryStatus"` 23777 23778 // A history of all of the secondary statuses that the training job has transitioned 23779 // through. 23780 SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"` 23781 23782 // Specifies a limit to how long a model training job can run. When the job 23783 // reaches the time limit, Amazon SageMaker ends the training job. Use this 23784 // API to cap model training costs. 23785 // 23786 // To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which 23787 // delays job termination for 120 seconds. Algorithms can use this 120-second 23788 // window to save the model artifacts, so the results of training are not lost. 23789 StoppingCondition *StoppingCondition `type:"structure"` 23790 23791 // An array of key-value pairs. For more information, see Using Cost Allocation 23792 // Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) 23793 // in the AWS Billing and Cost Management User Guide. 23794 Tags []*Tag `type:"list"` 23795 23796 // Indicates the time when the training job ends on training instances. You 23797 // are billed for the time interval between the value of TrainingStartTime and 23798 // this time. For successful jobs and stopped jobs, this is the time after model 23799 // artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker 23800 // detects a job failure. 23801 TrainingEndTime *time.Time `type:"timestamp"` 23802 23803 // The Amazon Resource Name (ARN) of the training job. 23804 TrainingJobArn *string `type:"string"` 23805 23806 // The name of the training job. 23807 TrainingJobName *string `min:"1" type:"string"` 23808 23809 // The status of the training job. 23810 // 23811 // Training job statuses are: 23812 // 23813 // * InProgress - The training is in progress. 23814 // 23815 // * Completed - The training job has completed. 23816 // 23817 // * Failed - The training job has failed. To see the reason for the failure, 23818 // see the FailureReason field in the response to a DescribeTrainingJobResponse 23819 // call. 23820 // 23821 // * Stopping - The training job is stopping. 23822 // 23823 // * Stopped - The training job has stopped. 23824 // 23825 // For more detailed information, see SecondaryStatus. 23826 TrainingJobStatus *string `type:"string" enum:"TrainingJobStatus"` 23827 23828 // Indicates the time when the training job starts on training instances. You 23829 // are billed for the time interval between this time and the value of TrainingEndTime. 23830 // The start time in CloudWatch Logs might be later than this time. The difference 23831 // is due to the time it takes to download the training data and to the size 23832 // of the training container. 23833 TrainingStartTime *time.Time `type:"timestamp"` 23834 23835 // The Amazon Resource Name (ARN) of the associated hyperparameter tuning job 23836 // if the training job was launched by a hyperparameter tuning job. 23837 TuningJobArn *string `type:"string"` 23838 23839 // A VpcConfig object that specifies the VPC that this training job has access 23840 // to. For more information, see Protect Training Jobs by Using an Amazon Virtual 23841 // Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html). 23842 VpcConfig *VpcConfig `type:"structure"` 23843} 23844 23845// String returns the string representation 23846func (s TrainingJob) String() string { 23847 return awsutil.Prettify(s) 23848} 23849 23850// GoString returns the string representation 23851func (s TrainingJob) GoString() string { 23852 return s.String() 23853} 23854 23855// SetAlgorithmSpecification sets the AlgorithmSpecification field's value. 23856func (s *TrainingJob) SetAlgorithmSpecification(v *AlgorithmSpecification) *TrainingJob { 23857 s.AlgorithmSpecification = v 23858 return s 23859} 23860 23861// SetCreationTime sets the CreationTime field's value. 23862func (s *TrainingJob) SetCreationTime(v time.Time) *TrainingJob { 23863 s.CreationTime = &v 23864 return s 23865} 23866 23867// SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value. 23868func (s *TrainingJob) SetEnableInterContainerTrafficEncryption(v bool) *TrainingJob { 23869 s.EnableInterContainerTrafficEncryption = &v 23870 return s 23871} 23872 23873// SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value. 23874func (s *TrainingJob) SetEnableNetworkIsolation(v bool) *TrainingJob { 23875 s.EnableNetworkIsolation = &v 23876 return s 23877} 23878 23879// SetFailureReason sets the FailureReason field's value. 23880func (s *TrainingJob) SetFailureReason(v string) *TrainingJob { 23881 s.FailureReason = &v 23882 return s 23883} 23884 23885// SetFinalMetricDataList sets the FinalMetricDataList field's value. 23886func (s *TrainingJob) SetFinalMetricDataList(v []*MetricData) *TrainingJob { 23887 s.FinalMetricDataList = v 23888 return s 23889} 23890 23891// SetHyperParameters sets the HyperParameters field's value. 23892func (s *TrainingJob) SetHyperParameters(v map[string]*string) *TrainingJob { 23893 s.HyperParameters = v 23894 return s 23895} 23896 23897// SetInputDataConfig sets the InputDataConfig field's value. 23898func (s *TrainingJob) SetInputDataConfig(v []*Channel) *TrainingJob { 23899 s.InputDataConfig = v 23900 return s 23901} 23902 23903// SetLabelingJobArn sets the LabelingJobArn field's value. 23904func (s *TrainingJob) SetLabelingJobArn(v string) *TrainingJob { 23905 s.LabelingJobArn = &v 23906 return s 23907} 23908 23909// SetLastModifiedTime sets the LastModifiedTime field's value. 23910func (s *TrainingJob) SetLastModifiedTime(v time.Time) *TrainingJob { 23911 s.LastModifiedTime = &v 23912 return s 23913} 23914 23915// SetModelArtifacts sets the ModelArtifacts field's value. 23916func (s *TrainingJob) SetModelArtifacts(v *ModelArtifacts) *TrainingJob { 23917 s.ModelArtifacts = v 23918 return s 23919} 23920 23921// SetOutputDataConfig sets the OutputDataConfig field's value. 23922func (s *TrainingJob) SetOutputDataConfig(v *OutputDataConfig) *TrainingJob { 23923 s.OutputDataConfig = v 23924 return s 23925} 23926 23927// SetResourceConfig sets the ResourceConfig field's value. 23928func (s *TrainingJob) SetResourceConfig(v *ResourceConfig) *TrainingJob { 23929 s.ResourceConfig = v 23930 return s 23931} 23932 23933// SetRoleArn sets the RoleArn field's value. 23934func (s *TrainingJob) SetRoleArn(v string) *TrainingJob { 23935 s.RoleArn = &v 23936 return s 23937} 23938 23939// SetSecondaryStatus sets the SecondaryStatus field's value. 23940func (s *TrainingJob) SetSecondaryStatus(v string) *TrainingJob { 23941 s.SecondaryStatus = &v 23942 return s 23943} 23944 23945// SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value. 23946func (s *TrainingJob) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *TrainingJob { 23947 s.SecondaryStatusTransitions = v 23948 return s 23949} 23950 23951// SetStoppingCondition sets the StoppingCondition field's value. 23952func (s *TrainingJob) SetStoppingCondition(v *StoppingCondition) *TrainingJob { 23953 s.StoppingCondition = v 23954 return s 23955} 23956 23957// SetTags sets the Tags field's value. 23958func (s *TrainingJob) SetTags(v []*Tag) *TrainingJob { 23959 s.Tags = v 23960 return s 23961} 23962 23963// SetTrainingEndTime sets the TrainingEndTime field's value. 23964func (s *TrainingJob) SetTrainingEndTime(v time.Time) *TrainingJob { 23965 s.TrainingEndTime = &v 23966 return s 23967} 23968 23969// SetTrainingJobArn sets the TrainingJobArn field's value. 23970func (s *TrainingJob) SetTrainingJobArn(v string) *TrainingJob { 23971 s.TrainingJobArn = &v 23972 return s 23973} 23974 23975// SetTrainingJobName sets the TrainingJobName field's value. 23976func (s *TrainingJob) SetTrainingJobName(v string) *TrainingJob { 23977 s.TrainingJobName = &v 23978 return s 23979} 23980 23981// SetTrainingJobStatus sets the TrainingJobStatus field's value. 23982func (s *TrainingJob) SetTrainingJobStatus(v string) *TrainingJob { 23983 s.TrainingJobStatus = &v 23984 return s 23985} 23986 23987// SetTrainingStartTime sets the TrainingStartTime field's value. 23988func (s *TrainingJob) SetTrainingStartTime(v time.Time) *TrainingJob { 23989 s.TrainingStartTime = &v 23990 return s 23991} 23992 23993// SetTuningJobArn sets the TuningJobArn field's value. 23994func (s *TrainingJob) SetTuningJobArn(v string) *TrainingJob { 23995 s.TuningJobArn = &v 23996 return s 23997} 23998 23999// SetVpcConfig sets the VpcConfig field's value. 24000func (s *TrainingJob) SetVpcConfig(v *VpcConfig) *TrainingJob { 24001 s.VpcConfig = v 24002 return s 24003} 24004 24005// Defines the input needed to run a training job using the algorithm. 24006type TrainingJobDefinition struct { 24007 _ struct{} `type:"structure"` 24008 24009 // The hyperparameters used for the training job. 24010 HyperParameters map[string]*string `type:"map"` 24011 24012 // An array of Channel objects, each of which specifies an input source. 24013 // 24014 // InputDataConfig is a required field 24015 InputDataConfig []*Channel `min:"1" type:"list" required:"true"` 24016 24017 // the path to the S3 bucket where you want to store model artifacts. Amazon 24018 // SageMaker creates subfolders for the artifacts. 24019 // 24020 // OutputDataConfig is a required field 24021 OutputDataConfig *OutputDataConfig `type:"structure" required:"true"` 24022 24023 // The resources, including the ML compute instances and ML storage volumes, 24024 // to use for model training. 24025 // 24026 // ResourceConfig is a required field 24027 ResourceConfig *ResourceConfig `type:"structure" required:"true"` 24028 24029 // Specifies a limit to how long a model training job can run. When the job 24030 // reaches the time limit, Amazon SageMaker ends the training job. Use this 24031 // API to cap model training costs. 24032 // 24033 // To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which 24034 // delays job termination for 120 seconds. Algorithms can use this 120-second 24035 // window to save the model artifacts. 24036 // 24037 // StoppingCondition is a required field 24038 StoppingCondition *StoppingCondition `type:"structure" required:"true"` 24039 24040 // The input mode used by the algorithm for the training job. For the input 24041 // modes that Amazon SageMaker algorithms support, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). 24042 // 24043 // If an algorithm supports the File input mode, Amazon SageMaker downloads 24044 // the training data from S3 to the provisioned ML storage Volume, and mounts 24045 // the directory to docker volume for training container. If an algorithm supports 24046 // the Pipe input mode, Amazon SageMaker streams data directly from S3 to the 24047 // container. 24048 // 24049 // TrainingInputMode is a required field 24050 TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"` 24051} 24052 24053// String returns the string representation 24054func (s TrainingJobDefinition) String() string { 24055 return awsutil.Prettify(s) 24056} 24057 24058// GoString returns the string representation 24059func (s TrainingJobDefinition) GoString() string { 24060 return s.String() 24061} 24062 24063// Validate inspects the fields of the type to determine if they are valid. 24064func (s *TrainingJobDefinition) Validate() error { 24065 invalidParams := request.ErrInvalidParams{Context: "TrainingJobDefinition"} 24066 if s.InputDataConfig == nil { 24067 invalidParams.Add(request.NewErrParamRequired("InputDataConfig")) 24068 } 24069 if s.InputDataConfig != nil && len(s.InputDataConfig) < 1 { 24070 invalidParams.Add(request.NewErrParamMinLen("InputDataConfig", 1)) 24071 } 24072 if s.OutputDataConfig == nil { 24073 invalidParams.Add(request.NewErrParamRequired("OutputDataConfig")) 24074 } 24075 if s.ResourceConfig == nil { 24076 invalidParams.Add(request.NewErrParamRequired("ResourceConfig")) 24077 } 24078 if s.StoppingCondition == nil { 24079 invalidParams.Add(request.NewErrParamRequired("StoppingCondition")) 24080 } 24081 if s.TrainingInputMode == nil { 24082 invalidParams.Add(request.NewErrParamRequired("TrainingInputMode")) 24083 } 24084 if s.InputDataConfig != nil { 24085 for i, v := range s.InputDataConfig { 24086 if v == nil { 24087 continue 24088 } 24089 if err := v.Validate(); err != nil { 24090 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "InputDataConfig", i), err.(request.ErrInvalidParams)) 24091 } 24092 } 24093 } 24094 if s.OutputDataConfig != nil { 24095 if err := s.OutputDataConfig.Validate(); err != nil { 24096 invalidParams.AddNested("OutputDataConfig", err.(request.ErrInvalidParams)) 24097 } 24098 } 24099 if s.ResourceConfig != nil { 24100 if err := s.ResourceConfig.Validate(); err != nil { 24101 invalidParams.AddNested("ResourceConfig", err.(request.ErrInvalidParams)) 24102 } 24103 } 24104 if s.StoppingCondition != nil { 24105 if err := s.StoppingCondition.Validate(); err != nil { 24106 invalidParams.AddNested("StoppingCondition", err.(request.ErrInvalidParams)) 24107 } 24108 } 24109 24110 if invalidParams.Len() > 0 { 24111 return invalidParams 24112 } 24113 return nil 24114} 24115 24116// SetHyperParameters sets the HyperParameters field's value. 24117func (s *TrainingJobDefinition) SetHyperParameters(v map[string]*string) *TrainingJobDefinition { 24118 s.HyperParameters = v 24119 return s 24120} 24121 24122// SetInputDataConfig sets the InputDataConfig field's value. 24123func (s *TrainingJobDefinition) SetInputDataConfig(v []*Channel) *TrainingJobDefinition { 24124 s.InputDataConfig = v 24125 return s 24126} 24127 24128// SetOutputDataConfig sets the OutputDataConfig field's value. 24129func (s *TrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *TrainingJobDefinition { 24130 s.OutputDataConfig = v 24131 return s 24132} 24133 24134// SetResourceConfig sets the ResourceConfig field's value. 24135func (s *TrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *TrainingJobDefinition { 24136 s.ResourceConfig = v 24137 return s 24138} 24139 24140// SetStoppingCondition sets the StoppingCondition field's value. 24141func (s *TrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *TrainingJobDefinition { 24142 s.StoppingCondition = v 24143 return s 24144} 24145 24146// SetTrainingInputMode sets the TrainingInputMode field's value. 24147func (s *TrainingJobDefinition) SetTrainingInputMode(v string) *TrainingJobDefinition { 24148 s.TrainingInputMode = &v 24149 return s 24150} 24151 24152// The numbers of training jobs launched by a hyperparameter tuning job, categorized 24153// by status. 24154type TrainingJobStatusCounters struct { 24155 _ struct{} `type:"structure"` 24156 24157 // The number of completed training jobs launched by the hyperparameter tuning 24158 // job. 24159 Completed *int64 `type:"integer"` 24160 24161 // The number of in-progress training jobs launched by a hyperparameter tuning 24162 // job. 24163 InProgress *int64 `type:"integer"` 24164 24165 // The number of training jobs that failed and can't be retried. A failed training 24166 // job can't be retried if it failed because a client error occurred. 24167 NonRetryableError *int64 `type:"integer"` 24168 24169 // The number of training jobs that failed, but can be retried. A failed training 24170 // job can be retried only if it failed because an internal service error occurred. 24171 RetryableError *int64 `type:"integer"` 24172 24173 // The number of training jobs launched by a hyperparameter tuning job that 24174 // were manually stopped. 24175 Stopped *int64 `type:"integer"` 24176} 24177 24178// String returns the string representation 24179func (s TrainingJobStatusCounters) String() string { 24180 return awsutil.Prettify(s) 24181} 24182 24183// GoString returns the string representation 24184func (s TrainingJobStatusCounters) GoString() string { 24185 return s.String() 24186} 24187 24188// SetCompleted sets the Completed field's value. 24189func (s *TrainingJobStatusCounters) SetCompleted(v int64) *TrainingJobStatusCounters { 24190 s.Completed = &v 24191 return s 24192} 24193 24194// SetInProgress sets the InProgress field's value. 24195func (s *TrainingJobStatusCounters) SetInProgress(v int64) *TrainingJobStatusCounters { 24196 s.InProgress = &v 24197 return s 24198} 24199 24200// SetNonRetryableError sets the NonRetryableError field's value. 24201func (s *TrainingJobStatusCounters) SetNonRetryableError(v int64) *TrainingJobStatusCounters { 24202 s.NonRetryableError = &v 24203 return s 24204} 24205 24206// SetRetryableError sets the RetryableError field's value. 24207func (s *TrainingJobStatusCounters) SetRetryableError(v int64) *TrainingJobStatusCounters { 24208 s.RetryableError = &v 24209 return s 24210} 24211 24212// SetStopped sets the Stopped field's value. 24213func (s *TrainingJobStatusCounters) SetStopped(v int64) *TrainingJobStatusCounters { 24214 s.Stopped = &v 24215 return s 24216} 24217 24218// Provides summary information about a training job. 24219type TrainingJobSummary struct { 24220 _ struct{} `type:"structure"` 24221 24222 // A timestamp that shows when the training job was created. 24223 // 24224 // CreationTime is a required field 24225 CreationTime *time.Time `type:"timestamp" required:"true"` 24226 24227 // Timestamp when the training job was last modified. 24228 LastModifiedTime *time.Time `type:"timestamp"` 24229 24230 // A timestamp that shows when the training job ended. This field is set only 24231 // if the training job has one of the terminal statuses (Completed, Failed, 24232 // or Stopped). 24233 TrainingEndTime *time.Time `type:"timestamp"` 24234 24235 // The Amazon Resource Name (ARN) of the training job. 24236 // 24237 // TrainingJobArn is a required field 24238 TrainingJobArn *string `type:"string" required:"true"` 24239 24240 // The name of the training job that you want a summary for. 24241 // 24242 // TrainingJobName is a required field 24243 TrainingJobName *string `min:"1" type:"string" required:"true"` 24244 24245 // The status of the training job. 24246 // 24247 // TrainingJobStatus is a required field 24248 TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"` 24249} 24250 24251// String returns the string representation 24252func (s TrainingJobSummary) String() string { 24253 return awsutil.Prettify(s) 24254} 24255 24256// GoString returns the string representation 24257func (s TrainingJobSummary) GoString() string { 24258 return s.String() 24259} 24260 24261// SetCreationTime sets the CreationTime field's value. 24262func (s *TrainingJobSummary) SetCreationTime(v time.Time) *TrainingJobSummary { 24263 s.CreationTime = &v 24264 return s 24265} 24266 24267// SetLastModifiedTime sets the LastModifiedTime field's value. 24268func (s *TrainingJobSummary) SetLastModifiedTime(v time.Time) *TrainingJobSummary { 24269 s.LastModifiedTime = &v 24270 return s 24271} 24272 24273// SetTrainingEndTime sets the TrainingEndTime field's value. 24274func (s *TrainingJobSummary) SetTrainingEndTime(v time.Time) *TrainingJobSummary { 24275 s.TrainingEndTime = &v 24276 return s 24277} 24278 24279// SetTrainingJobArn sets the TrainingJobArn field's value. 24280func (s *TrainingJobSummary) SetTrainingJobArn(v string) *TrainingJobSummary { 24281 s.TrainingJobArn = &v 24282 return s 24283} 24284 24285// SetTrainingJobName sets the TrainingJobName field's value. 24286func (s *TrainingJobSummary) SetTrainingJobName(v string) *TrainingJobSummary { 24287 s.TrainingJobName = &v 24288 return s 24289} 24290 24291// SetTrainingJobStatus sets the TrainingJobStatus field's value. 24292func (s *TrainingJobSummary) SetTrainingJobStatus(v string) *TrainingJobSummary { 24293 s.TrainingJobStatus = &v 24294 return s 24295} 24296 24297// Defines how the algorithm is used for a training job. 24298type TrainingSpecification struct { 24299 _ struct{} `type:"structure"` 24300 24301 // A list of MetricDefinition objects, which are used for parsing metrics generated 24302 // by the algorithm. 24303 MetricDefinitions []*MetricDefinition `type:"list"` 24304 24305 // A list of the HyperParameterSpecification objects, that define the supported 24306 // hyperparameters. This is required if the algorithm supports automatic model 24307 // tuning.> 24308 SupportedHyperParameters []*HyperParameterSpecification `type:"list"` 24309 24310 // A list of the instance types that this algorithm can use for training. 24311 // 24312 // SupportedTrainingInstanceTypes is a required field 24313 SupportedTrainingInstanceTypes []*string `type:"list" required:"true"` 24314 24315 // A list of the metrics that the algorithm emits that can be used as the objective 24316 // metric in a hyperparameter tuning job. 24317 SupportedTuningJobObjectiveMetrics []*HyperParameterTuningJobObjective `type:"list"` 24318 24319 // Indicates whether the algorithm supports distributed training. If set to 24320 // false, buyers can’t request more than one instance during training. 24321 SupportsDistributedTraining *bool `type:"boolean"` 24322 24323 // A list of ChannelSpecification objects, which specify the input sources to 24324 // be used by the algorithm. 24325 // 24326 // TrainingChannels is a required field 24327 TrainingChannels []*ChannelSpecification `min:"1" type:"list" required:"true"` 24328 24329 // The Amazon ECR registry path of the Docker image that contains the training 24330 // algorithm. 24331 // 24332 // TrainingImage is a required field 24333 TrainingImage *string `type:"string" required:"true"` 24334 24335 // An MD5 hash of the training algorithm that identifies the Docker image used 24336 // for training. 24337 TrainingImageDigest *string `type:"string"` 24338} 24339 24340// String returns the string representation 24341func (s TrainingSpecification) String() string { 24342 return awsutil.Prettify(s) 24343} 24344 24345// GoString returns the string representation 24346func (s TrainingSpecification) GoString() string { 24347 return s.String() 24348} 24349 24350// Validate inspects the fields of the type to determine if they are valid. 24351func (s *TrainingSpecification) Validate() error { 24352 invalidParams := request.ErrInvalidParams{Context: "TrainingSpecification"} 24353 if s.SupportedTrainingInstanceTypes == nil { 24354 invalidParams.Add(request.NewErrParamRequired("SupportedTrainingInstanceTypes")) 24355 } 24356 if s.TrainingChannels == nil { 24357 invalidParams.Add(request.NewErrParamRequired("TrainingChannels")) 24358 } 24359 if s.TrainingChannels != nil && len(s.TrainingChannels) < 1 { 24360 invalidParams.Add(request.NewErrParamMinLen("TrainingChannels", 1)) 24361 } 24362 if s.TrainingImage == nil { 24363 invalidParams.Add(request.NewErrParamRequired("TrainingImage")) 24364 } 24365 if s.MetricDefinitions != nil { 24366 for i, v := range s.MetricDefinitions { 24367 if v == nil { 24368 continue 24369 } 24370 if err := v.Validate(); err != nil { 24371 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MetricDefinitions", i), err.(request.ErrInvalidParams)) 24372 } 24373 } 24374 } 24375 if s.SupportedHyperParameters != nil { 24376 for i, v := range s.SupportedHyperParameters { 24377 if v == nil { 24378 continue 24379 } 24380 if err := v.Validate(); err != nil { 24381 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SupportedHyperParameters", i), err.(request.ErrInvalidParams)) 24382 } 24383 } 24384 } 24385 if s.SupportedTuningJobObjectiveMetrics != nil { 24386 for i, v := range s.SupportedTuningJobObjectiveMetrics { 24387 if v == nil { 24388 continue 24389 } 24390 if err := v.Validate(); err != nil { 24391 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "SupportedTuningJobObjectiveMetrics", i), err.(request.ErrInvalidParams)) 24392 } 24393 } 24394 } 24395 if s.TrainingChannels != nil { 24396 for i, v := range s.TrainingChannels { 24397 if v == nil { 24398 continue 24399 } 24400 if err := v.Validate(); err != nil { 24401 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "TrainingChannels", i), err.(request.ErrInvalidParams)) 24402 } 24403 } 24404 } 24405 24406 if invalidParams.Len() > 0 { 24407 return invalidParams 24408 } 24409 return nil 24410} 24411 24412// SetMetricDefinitions sets the MetricDefinitions field's value. 24413func (s *TrainingSpecification) SetMetricDefinitions(v []*MetricDefinition) *TrainingSpecification { 24414 s.MetricDefinitions = v 24415 return s 24416} 24417 24418// SetSupportedHyperParameters sets the SupportedHyperParameters field's value. 24419func (s *TrainingSpecification) SetSupportedHyperParameters(v []*HyperParameterSpecification) *TrainingSpecification { 24420 s.SupportedHyperParameters = v 24421 return s 24422} 24423 24424// SetSupportedTrainingInstanceTypes sets the SupportedTrainingInstanceTypes field's value. 24425func (s *TrainingSpecification) SetSupportedTrainingInstanceTypes(v []*string) *TrainingSpecification { 24426 s.SupportedTrainingInstanceTypes = v 24427 return s 24428} 24429 24430// SetSupportedTuningJobObjectiveMetrics sets the SupportedTuningJobObjectiveMetrics field's value. 24431func (s *TrainingSpecification) SetSupportedTuningJobObjectiveMetrics(v []*HyperParameterTuningJobObjective) *TrainingSpecification { 24432 s.SupportedTuningJobObjectiveMetrics = v 24433 return s 24434} 24435 24436// SetSupportsDistributedTraining sets the SupportsDistributedTraining field's value. 24437func (s *TrainingSpecification) SetSupportsDistributedTraining(v bool) *TrainingSpecification { 24438 s.SupportsDistributedTraining = &v 24439 return s 24440} 24441 24442// SetTrainingChannels sets the TrainingChannels field's value. 24443func (s *TrainingSpecification) SetTrainingChannels(v []*ChannelSpecification) *TrainingSpecification { 24444 s.TrainingChannels = v 24445 return s 24446} 24447 24448// SetTrainingImage sets the TrainingImage field's value. 24449func (s *TrainingSpecification) SetTrainingImage(v string) *TrainingSpecification { 24450 s.TrainingImage = &v 24451 return s 24452} 24453 24454// SetTrainingImageDigest sets the TrainingImageDigest field's value. 24455func (s *TrainingSpecification) SetTrainingImageDigest(v string) *TrainingSpecification { 24456 s.TrainingImageDigest = &v 24457 return s 24458} 24459 24460// Describes the location of the channel data. 24461type TransformDataSource struct { 24462 _ struct{} `type:"structure"` 24463 24464 // The S3 location of the data source that is associated with a channel. 24465 // 24466 // S3DataSource is a required field 24467 S3DataSource *TransformS3DataSource `type:"structure" required:"true"` 24468} 24469 24470// String returns the string representation 24471func (s TransformDataSource) String() string { 24472 return awsutil.Prettify(s) 24473} 24474 24475// GoString returns the string representation 24476func (s TransformDataSource) GoString() string { 24477 return s.String() 24478} 24479 24480// Validate inspects the fields of the type to determine if they are valid. 24481func (s *TransformDataSource) Validate() error { 24482 invalidParams := request.ErrInvalidParams{Context: "TransformDataSource"} 24483 if s.S3DataSource == nil { 24484 invalidParams.Add(request.NewErrParamRequired("S3DataSource")) 24485 } 24486 if s.S3DataSource != nil { 24487 if err := s.S3DataSource.Validate(); err != nil { 24488 invalidParams.AddNested("S3DataSource", err.(request.ErrInvalidParams)) 24489 } 24490 } 24491 24492 if invalidParams.Len() > 0 { 24493 return invalidParams 24494 } 24495 return nil 24496} 24497 24498// SetS3DataSource sets the S3DataSource field's value. 24499func (s *TransformDataSource) SetS3DataSource(v *TransformS3DataSource) *TransformDataSource { 24500 s.S3DataSource = v 24501 return s 24502} 24503 24504// Describes the input source of a transform job and the way the transform job 24505// consumes it. 24506type TransformInput struct { 24507 _ struct{} `type:"structure"` 24508 24509 // If your transform data is compressed, specify the compression type. Amazon 24510 // SageMaker automatically decompresses the data for the transform job accordingly. 24511 // The default value is None. 24512 CompressionType *string `type:"string" enum:"CompressionType"` 24513 24514 // The multipurpose internet mail extension (MIME) type of the data. Amazon 24515 // SageMaker uses the MIME type with each http call to transfer data to the 24516 // transform job. 24517 ContentType *string `type:"string"` 24518 24519 // Describes the location of the channel data, which is, the S3 location of 24520 // the input data that the model can consume. 24521 // 24522 // DataSource is a required field 24523 DataSource *TransformDataSource `type:"structure" required:"true"` 24524 24525 // The method to use to split the transform job's data files into smaller batches. 24526 // Splitting is necessary when the total size of each object is too large to 24527 // fit in a single request. You can also use data splitting to improve performance 24528 // by processing multiple concurrent mini-batches. The default value for SplitType 24529 // is None, which indicates that input data files are not split, and request 24530 // payloads contain the entire contents of an input object. Set the value of 24531 // this parameter to Line to split records on a newline character boundary. 24532 // SplitType also supports a number of record-oriented binary data formats. 24533 // 24534 // When splitting is enabled, the size of a mini-batch depends on the values 24535 // of the BatchStrategy and MaxPayloadInMB parameters. When the value of BatchStrategy 24536 // is MultiRecord, Amazon SageMaker sends the maximum number of records in each 24537 // request, up to the MaxPayloadInMB limit. If the value of BatchStrategy is 24538 // SingleRecord, Amazon SageMaker sends individual records in each request. 24539 // 24540 // Some data formats represent a record as a binary payload wrapped with extra 24541 // padding bytes. When splitting is applied to a binary data format, padding 24542 // is removed if the value of BatchStrategy is set to SingleRecord. Padding 24543 // is not removed if the value of BatchStrategy is set to MultiRecord. 24544 // 24545 // For more information about the RecordIO, see Data Format (http://mxnet.io/architecture/note_data_loading.html#data-format) 24546 // in the MXNet documentation. For more information about the TFRecord, see 24547 // Consuming TFRecord data (https://www.tensorflow.org/guide/datasets#consuming_tfrecord_data) 24548 // in the TensorFlow documentation. 24549 SplitType *string `type:"string" enum:"SplitType"` 24550} 24551 24552// String returns the string representation 24553func (s TransformInput) String() string { 24554 return awsutil.Prettify(s) 24555} 24556 24557// GoString returns the string representation 24558func (s TransformInput) GoString() string { 24559 return s.String() 24560} 24561 24562// Validate inspects the fields of the type to determine if they are valid. 24563func (s *TransformInput) Validate() error { 24564 invalidParams := request.ErrInvalidParams{Context: "TransformInput"} 24565 if s.DataSource == nil { 24566 invalidParams.Add(request.NewErrParamRequired("DataSource")) 24567 } 24568 if s.DataSource != nil { 24569 if err := s.DataSource.Validate(); err != nil { 24570 invalidParams.AddNested("DataSource", err.(request.ErrInvalidParams)) 24571 } 24572 } 24573 24574 if invalidParams.Len() > 0 { 24575 return invalidParams 24576 } 24577 return nil 24578} 24579 24580// SetCompressionType sets the CompressionType field's value. 24581func (s *TransformInput) SetCompressionType(v string) *TransformInput { 24582 s.CompressionType = &v 24583 return s 24584} 24585 24586// SetContentType sets the ContentType field's value. 24587func (s *TransformInput) SetContentType(v string) *TransformInput { 24588 s.ContentType = &v 24589 return s 24590} 24591 24592// SetDataSource sets the DataSource field's value. 24593func (s *TransformInput) SetDataSource(v *TransformDataSource) *TransformInput { 24594 s.DataSource = v 24595 return s 24596} 24597 24598// SetSplitType sets the SplitType field's value. 24599func (s *TransformInput) SetSplitType(v string) *TransformInput { 24600 s.SplitType = &v 24601 return s 24602} 24603 24604// Defines the input needed to run a transform job using the inference specification 24605// specified in the algorithm. 24606type TransformJobDefinition struct { 24607 _ struct{} `type:"structure"` 24608 24609 // A string that determines the number of records included in a single mini-batch. 24610 // 24611 // SingleRecord means only one record is used per mini-batch. MultiRecord means 24612 // a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB 24613 // limit. 24614 BatchStrategy *string `type:"string" enum:"BatchStrategy"` 24615 24616 // The environment variables to set in the Docker container. We support up to 24617 // 16 key and values entries in the map. 24618 Environment map[string]*string `type:"map"` 24619 24620 // The maximum number of parallel requests that can be sent to each instance 24621 // in a transform job. The default value is 1. 24622 MaxConcurrentTransforms *int64 `type:"integer"` 24623 24624 // The maximum payload size allowed, in MB. A payload is the data portion of 24625 // a record (without metadata). 24626 MaxPayloadInMB *int64 `type:"integer"` 24627 24628 // A description of the input source and the way the transform job consumes 24629 // it. 24630 // 24631 // TransformInput is a required field 24632 TransformInput *TransformInput `type:"structure" required:"true"` 24633 24634 // Identifies the Amazon S3 location where you want Amazon SageMaker to save 24635 // the results from the transform job. 24636 // 24637 // TransformOutput is a required field 24638 TransformOutput *TransformOutput `type:"structure" required:"true"` 24639 24640 // Identifies the ML compute instances for the transform job. 24641 // 24642 // TransformResources is a required field 24643 TransformResources *TransformResources `type:"structure" required:"true"` 24644} 24645 24646// String returns the string representation 24647func (s TransformJobDefinition) String() string { 24648 return awsutil.Prettify(s) 24649} 24650 24651// GoString returns the string representation 24652func (s TransformJobDefinition) GoString() string { 24653 return s.String() 24654} 24655 24656// Validate inspects the fields of the type to determine if they are valid. 24657func (s *TransformJobDefinition) Validate() error { 24658 invalidParams := request.ErrInvalidParams{Context: "TransformJobDefinition"} 24659 if s.TransformInput == nil { 24660 invalidParams.Add(request.NewErrParamRequired("TransformInput")) 24661 } 24662 if s.TransformOutput == nil { 24663 invalidParams.Add(request.NewErrParamRequired("TransformOutput")) 24664 } 24665 if s.TransformResources == nil { 24666 invalidParams.Add(request.NewErrParamRequired("TransformResources")) 24667 } 24668 if s.TransformInput != nil { 24669 if err := s.TransformInput.Validate(); err != nil { 24670 invalidParams.AddNested("TransformInput", err.(request.ErrInvalidParams)) 24671 } 24672 } 24673 if s.TransformOutput != nil { 24674 if err := s.TransformOutput.Validate(); err != nil { 24675 invalidParams.AddNested("TransformOutput", err.(request.ErrInvalidParams)) 24676 } 24677 } 24678 if s.TransformResources != nil { 24679 if err := s.TransformResources.Validate(); err != nil { 24680 invalidParams.AddNested("TransformResources", err.(request.ErrInvalidParams)) 24681 } 24682 } 24683 24684 if invalidParams.Len() > 0 { 24685 return invalidParams 24686 } 24687 return nil 24688} 24689 24690// SetBatchStrategy sets the BatchStrategy field's value. 24691func (s *TransformJobDefinition) SetBatchStrategy(v string) *TransformJobDefinition { 24692 s.BatchStrategy = &v 24693 return s 24694} 24695 24696// SetEnvironment sets the Environment field's value. 24697func (s *TransformJobDefinition) SetEnvironment(v map[string]*string) *TransformJobDefinition { 24698 s.Environment = v 24699 return s 24700} 24701 24702// SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value. 24703func (s *TransformJobDefinition) SetMaxConcurrentTransforms(v int64) *TransformJobDefinition { 24704 s.MaxConcurrentTransforms = &v 24705 return s 24706} 24707 24708// SetMaxPayloadInMB sets the MaxPayloadInMB field's value. 24709func (s *TransformJobDefinition) SetMaxPayloadInMB(v int64) *TransformJobDefinition { 24710 s.MaxPayloadInMB = &v 24711 return s 24712} 24713 24714// SetTransformInput sets the TransformInput field's value. 24715func (s *TransformJobDefinition) SetTransformInput(v *TransformInput) *TransformJobDefinition { 24716 s.TransformInput = v 24717 return s 24718} 24719 24720// SetTransformOutput sets the TransformOutput field's value. 24721func (s *TransformJobDefinition) SetTransformOutput(v *TransformOutput) *TransformJobDefinition { 24722 s.TransformOutput = v 24723 return s 24724} 24725 24726// SetTransformResources sets the TransformResources field's value. 24727func (s *TransformJobDefinition) SetTransformResources(v *TransformResources) *TransformJobDefinition { 24728 s.TransformResources = v 24729 return s 24730} 24731 24732// Provides a summary of a transform job. Multiple TransformJobSummary objects 24733// are returned as a list after in response to a ListTransformJobs call. 24734type TransformJobSummary struct { 24735 _ struct{} `type:"structure"` 24736 24737 // A timestamp that shows when the transform Job was created. 24738 // 24739 // CreationTime is a required field 24740 CreationTime *time.Time `type:"timestamp" required:"true"` 24741 24742 // If the transform job failed, the reason it failed. 24743 FailureReason *string `type:"string"` 24744 24745 // Indicates when the transform job was last modified. 24746 LastModifiedTime *time.Time `type:"timestamp"` 24747 24748 // Indicates when the transform job ends on compute instances. For successful 24749 // jobs and stopped jobs, this is the exact time recorded after the results 24750 // are uploaded. For failed jobs, this is when Amazon SageMaker detected that 24751 // the job failed. 24752 TransformEndTime *time.Time `type:"timestamp"` 24753 24754 // The Amazon Resource Name (ARN) of the transform job. 24755 // 24756 // TransformJobArn is a required field 24757 TransformJobArn *string `type:"string" required:"true"` 24758 24759 // The name of the transform job. 24760 // 24761 // TransformJobName is a required field 24762 TransformJobName *string `min:"1" type:"string" required:"true"` 24763 24764 // The status of the transform job. 24765 // 24766 // TransformJobStatus is a required field 24767 TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"` 24768} 24769 24770// String returns the string representation 24771func (s TransformJobSummary) String() string { 24772 return awsutil.Prettify(s) 24773} 24774 24775// GoString returns the string representation 24776func (s TransformJobSummary) GoString() string { 24777 return s.String() 24778} 24779 24780// SetCreationTime sets the CreationTime field's value. 24781func (s *TransformJobSummary) SetCreationTime(v time.Time) *TransformJobSummary { 24782 s.CreationTime = &v 24783 return s 24784} 24785 24786// SetFailureReason sets the FailureReason field's value. 24787func (s *TransformJobSummary) SetFailureReason(v string) *TransformJobSummary { 24788 s.FailureReason = &v 24789 return s 24790} 24791 24792// SetLastModifiedTime sets the LastModifiedTime field's value. 24793func (s *TransformJobSummary) SetLastModifiedTime(v time.Time) *TransformJobSummary { 24794 s.LastModifiedTime = &v 24795 return s 24796} 24797 24798// SetTransformEndTime sets the TransformEndTime field's value. 24799func (s *TransformJobSummary) SetTransformEndTime(v time.Time) *TransformJobSummary { 24800 s.TransformEndTime = &v 24801 return s 24802} 24803 24804// SetTransformJobArn sets the TransformJobArn field's value. 24805func (s *TransformJobSummary) SetTransformJobArn(v string) *TransformJobSummary { 24806 s.TransformJobArn = &v 24807 return s 24808} 24809 24810// SetTransformJobName sets the TransformJobName field's value. 24811func (s *TransformJobSummary) SetTransformJobName(v string) *TransformJobSummary { 24812 s.TransformJobName = &v 24813 return s 24814} 24815 24816// SetTransformJobStatus sets the TransformJobStatus field's value. 24817func (s *TransformJobSummary) SetTransformJobStatus(v string) *TransformJobSummary { 24818 s.TransformJobStatus = &v 24819 return s 24820} 24821 24822// Describes the results of a transform job. 24823type TransformOutput struct { 24824 _ struct{} `type:"structure"` 24825 24826 // The MIME type used to specify the output data. Amazon SageMaker uses the 24827 // MIME type with each http call to transfer data from the transform job. 24828 Accept *string `type:"string"` 24829 24830 // Defines how to assemble the results of the transform job as a single S3 object. 24831 // Choose a format that is most convenient to you. To concatenate the results 24832 // in binary format, specify None. To add a newline character at the end of 24833 // every transformed record, specify Line. 24834 AssembleWith *string `type:"string" enum:"AssemblyType"` 24835 24836 // The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to 24837 // encrypt the model artifacts at rest using Amazon S3 server-side encryption. 24838 // The KmsKeyId can be any of the following formats: 24839 // 24840 // * // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab" 24841 // 24842 // * // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab" 24843 // 24844 // * // KMS Key Alias "alias/ExampleAlias" 24845 // 24846 // * // Amazon Resource Name (ARN) of a KMS Key Alias "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias" 24847 // 24848 // If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS 24849 // key for Amazon S3 for your role's account. For more information, see KMS-Managed 24850 // Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html) 24851 // in the Amazon Simple Storage Service Developer Guide. 24852 // 24853 // The KMS key policy must grant permission to the IAM role that you specify 24854 // in your CreateTramsformJob request. For more information, see Using Key Policies 24855 // in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html) 24856 // in the AWS Key Management Service Developer Guide. 24857 KmsKeyId *string `type:"string"` 24858 24859 // The Amazon S3 path where you want Amazon SageMaker to store the results of 24860 // the transform job. For example, s3://bucket-name/key-name-prefix. 24861 // 24862 // For every S3 object used as input for the transform job, batch transform 24863 // stores the transformed data with an .out suffix in a corresponding subfolder 24864 // in the location in the output prefix. For example, for the input data stored 24865 // at s3://bucket-name/input-name-prefix/dataset01/data.csv, batch transform 24866 // stores the transformed data at s3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out. 24867 // Batch transform doesn't upload partially processed objects. For an input 24868 // S3 object that contains multiple records, it creates an .out file only if 24869 // the transform job succeeds on the entire file. When the input contains multiple 24870 // S3 objects, the batch transform job processes the listed S3 objects and uploads 24871 // only the output for successfully processed objects. If any object fails in 24872 // the transform job batch transform marks the job as failed to prompt investigation. 24873 // 24874 // S3OutputPath is a required field 24875 S3OutputPath *string `type:"string" required:"true"` 24876} 24877 24878// String returns the string representation 24879func (s TransformOutput) String() string { 24880 return awsutil.Prettify(s) 24881} 24882 24883// GoString returns the string representation 24884func (s TransformOutput) GoString() string { 24885 return s.String() 24886} 24887 24888// Validate inspects the fields of the type to determine if they are valid. 24889func (s *TransformOutput) Validate() error { 24890 invalidParams := request.ErrInvalidParams{Context: "TransformOutput"} 24891 if s.S3OutputPath == nil { 24892 invalidParams.Add(request.NewErrParamRequired("S3OutputPath")) 24893 } 24894 24895 if invalidParams.Len() > 0 { 24896 return invalidParams 24897 } 24898 return nil 24899} 24900 24901// SetAccept sets the Accept field's value. 24902func (s *TransformOutput) SetAccept(v string) *TransformOutput { 24903 s.Accept = &v 24904 return s 24905} 24906 24907// SetAssembleWith sets the AssembleWith field's value. 24908func (s *TransformOutput) SetAssembleWith(v string) *TransformOutput { 24909 s.AssembleWith = &v 24910 return s 24911} 24912 24913// SetKmsKeyId sets the KmsKeyId field's value. 24914func (s *TransformOutput) SetKmsKeyId(v string) *TransformOutput { 24915 s.KmsKeyId = &v 24916 return s 24917} 24918 24919// SetS3OutputPath sets the S3OutputPath field's value. 24920func (s *TransformOutput) SetS3OutputPath(v string) *TransformOutput { 24921 s.S3OutputPath = &v 24922 return s 24923} 24924 24925// Describes the resources, including ML instance types and ML instance count, 24926// to use for transform job. 24927type TransformResources struct { 24928 _ struct{} `type:"structure"` 24929 24930 // The number of ML compute instances to use in the transform job. For distributed 24931 // transform jobs, specify a value greater than 1. The default value is 1. 24932 // 24933 // InstanceCount is a required field 24934 InstanceCount *int64 `min:"1" type:"integer" required:"true"` 24935 24936 // The ML compute instance type for the transform job. If you are using built-in 24937 // algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge 24938 // or ml.m5.large instance types. 24939 // 24940 // InstanceType is a required field 24941 InstanceType *string `type:"string" required:"true" enum:"TransformInstanceType"` 24942 24943 // The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to 24944 // encrypt data on the storage volume attached to the ML compute instance(s) 24945 // that run the batch transform job. The VolumeKmsKeyId can be any of the following 24946 // formats: 24947 // 24948 // * // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab" 24949 // 24950 // * // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab" 24951 VolumeKmsKeyId *string `type:"string"` 24952} 24953 24954// String returns the string representation 24955func (s TransformResources) String() string { 24956 return awsutil.Prettify(s) 24957} 24958 24959// GoString returns the string representation 24960func (s TransformResources) GoString() string { 24961 return s.String() 24962} 24963 24964// Validate inspects the fields of the type to determine if they are valid. 24965func (s *TransformResources) Validate() error { 24966 invalidParams := request.ErrInvalidParams{Context: "TransformResources"} 24967 if s.InstanceCount == nil { 24968 invalidParams.Add(request.NewErrParamRequired("InstanceCount")) 24969 } 24970 if s.InstanceCount != nil && *s.InstanceCount < 1 { 24971 invalidParams.Add(request.NewErrParamMinValue("InstanceCount", 1)) 24972 } 24973 if s.InstanceType == nil { 24974 invalidParams.Add(request.NewErrParamRequired("InstanceType")) 24975 } 24976 24977 if invalidParams.Len() > 0 { 24978 return invalidParams 24979 } 24980 return nil 24981} 24982 24983// SetInstanceCount sets the InstanceCount field's value. 24984func (s *TransformResources) SetInstanceCount(v int64) *TransformResources { 24985 s.InstanceCount = &v 24986 return s 24987} 24988 24989// SetInstanceType sets the InstanceType field's value. 24990func (s *TransformResources) SetInstanceType(v string) *TransformResources { 24991 s.InstanceType = &v 24992 return s 24993} 24994 24995// SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value. 24996func (s *TransformResources) SetVolumeKmsKeyId(v string) *TransformResources { 24997 s.VolumeKmsKeyId = &v 24998 return s 24999} 25000 25001// Describes the S3 data source. 25002type TransformS3DataSource struct { 25003 _ struct{} `type:"structure"` 25004 25005 // If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker 25006 // uses all objects with the specified key name prefix for batch transform. 25007 // 25008 // If you choose ManifestFile, S3Uri identifies an object that is a manifest 25009 // file containing a list of object keys that you want Amazon SageMaker to use 25010 // for batch transform. 25011 // 25012 // The following values are compatible: ManifestFile, S3Prefix 25013 // 25014 // The following value is not compatible: AugmentedManifestFile 25015 // 25016 // S3DataType is a required field 25017 S3DataType *string `type:"string" required:"true" enum:"S3DataType"` 25018 25019 // Depending on the value specified for the S3DataType, identifies either a 25020 // key name prefix or a manifest. For example: 25021 // 25022 // * A key name prefix might look like this: s3://bucketname/exampleprefix. 25023 // 25024 // * A manifest might look like this: s3://bucketname/example.manifest The 25025 // manifest is an S3 object which is a JSON file with the following format: 25026 // [ {"prefix": "s3://customer_bucket/some/prefix/"}, "relative/path/to/custdata-1", 25027 // "relative/path/custdata-2", ... ] The preceding JSON matches the following 25028 // S3Uris: s3://customer_bucket/some/prefix/relative/path/to/custdata-1 s3://customer_bucket/some/prefix/relative/path/custdata-1 25029 // ... The complete set of S3Uris in this manifest constitutes the input 25030 // data for the channel for this datasource. The object that each S3Uris 25031 // points to must be readable by the IAM role that Amazon SageMaker uses 25032 // to perform tasks on your behalf. 25033 // 25034 // S3Uri is a required field 25035 S3Uri *string `type:"string" required:"true"` 25036} 25037 25038// String returns the string representation 25039func (s TransformS3DataSource) String() string { 25040 return awsutil.Prettify(s) 25041} 25042 25043// GoString returns the string representation 25044func (s TransformS3DataSource) GoString() string { 25045 return s.String() 25046} 25047 25048// Validate inspects the fields of the type to determine if they are valid. 25049func (s *TransformS3DataSource) Validate() error { 25050 invalidParams := request.ErrInvalidParams{Context: "TransformS3DataSource"} 25051 if s.S3DataType == nil { 25052 invalidParams.Add(request.NewErrParamRequired("S3DataType")) 25053 } 25054 if s.S3Uri == nil { 25055 invalidParams.Add(request.NewErrParamRequired("S3Uri")) 25056 } 25057 25058 if invalidParams.Len() > 0 { 25059 return invalidParams 25060 } 25061 return nil 25062} 25063 25064// SetS3DataType sets the S3DataType field's value. 25065func (s *TransformS3DataSource) SetS3DataType(v string) *TransformS3DataSource { 25066 s.S3DataType = &v 25067 return s 25068} 25069 25070// SetS3Uri sets the S3Uri field's value. 25071func (s *TransformS3DataSource) SetS3Uri(v string) *TransformS3DataSource { 25072 s.S3Uri = &v 25073 return s 25074} 25075 25076// Represents an amount of money in United States dollars/ 25077type USD struct { 25078 _ struct{} `type:"structure"` 25079 25080 // The fractional portion, in cents, of the amount. 25081 Cents *int64 `type:"integer"` 25082 25083 // The whole number of dollars in the amount. 25084 Dollars *int64 `type:"integer"` 25085 25086 // Fractions of a cent, in tenths. 25087 TenthFractionsOfACent *int64 `type:"integer"` 25088} 25089 25090// String returns the string representation 25091func (s USD) String() string { 25092 return awsutil.Prettify(s) 25093} 25094 25095// GoString returns the string representation 25096func (s USD) GoString() string { 25097 return s.String() 25098} 25099 25100// SetCents sets the Cents field's value. 25101func (s *USD) SetCents(v int64) *USD { 25102 s.Cents = &v 25103 return s 25104} 25105 25106// SetDollars sets the Dollars field's value. 25107func (s *USD) SetDollars(v int64) *USD { 25108 s.Dollars = &v 25109 return s 25110} 25111 25112// SetTenthFractionsOfACent sets the TenthFractionsOfACent field's value. 25113func (s *USD) SetTenthFractionsOfACent(v int64) *USD { 25114 s.TenthFractionsOfACent = &v 25115 return s 25116} 25117 25118// Provided configuration information for the worker UI for a labeling job. 25119type UiConfig struct { 25120 _ struct{} `type:"structure"` 25121 25122 // The Amazon S3 bucket location of the UI template. For more information about 25123 // the contents of a UI template, see Creating Your Custom Labeling Task Template 25124 // (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates-step2.html). 25125 // 25126 // UiTemplateS3Uri is a required field 25127 UiTemplateS3Uri *string `type:"string" required:"true"` 25128} 25129 25130// String returns the string representation 25131func (s UiConfig) String() string { 25132 return awsutil.Prettify(s) 25133} 25134 25135// GoString returns the string representation 25136func (s UiConfig) GoString() string { 25137 return s.String() 25138} 25139 25140// Validate inspects the fields of the type to determine if they are valid. 25141func (s *UiConfig) Validate() error { 25142 invalidParams := request.ErrInvalidParams{Context: "UiConfig"} 25143 if s.UiTemplateS3Uri == nil { 25144 invalidParams.Add(request.NewErrParamRequired("UiTemplateS3Uri")) 25145 } 25146 25147 if invalidParams.Len() > 0 { 25148 return invalidParams 25149 } 25150 return nil 25151} 25152 25153// SetUiTemplateS3Uri sets the UiTemplateS3Uri field's value. 25154func (s *UiConfig) SetUiTemplateS3Uri(v string) *UiConfig { 25155 s.UiTemplateS3Uri = &v 25156 return s 25157} 25158 25159// The Liquid template for the worker user interface. 25160type UiTemplate struct { 25161 _ struct{} `type:"structure"` 25162 25163 // The content of the Liquid template for the worker user interface. 25164 // 25165 // Content is a required field 25166 Content *string `min:"1" type:"string" required:"true"` 25167} 25168 25169// String returns the string representation 25170func (s UiTemplate) String() string { 25171 return awsutil.Prettify(s) 25172} 25173 25174// GoString returns the string representation 25175func (s UiTemplate) GoString() string { 25176 return s.String() 25177} 25178 25179// Validate inspects the fields of the type to determine if they are valid. 25180func (s *UiTemplate) Validate() error { 25181 invalidParams := request.ErrInvalidParams{Context: "UiTemplate"} 25182 if s.Content == nil { 25183 invalidParams.Add(request.NewErrParamRequired("Content")) 25184 } 25185 if s.Content != nil && len(*s.Content) < 1 { 25186 invalidParams.Add(request.NewErrParamMinLen("Content", 1)) 25187 } 25188 25189 if invalidParams.Len() > 0 { 25190 return invalidParams 25191 } 25192 return nil 25193} 25194 25195// SetContent sets the Content field's value. 25196func (s *UiTemplate) SetContent(v string) *UiTemplate { 25197 s.Content = &v 25198 return s 25199} 25200 25201type UpdateCodeRepositoryInput struct { 25202 _ struct{} `type:"structure"` 25203 25204 // The name of the Git repository to update. 25205 // 25206 // CodeRepositoryName is a required field 25207 CodeRepositoryName *string `min:"1" type:"string" required:"true"` 25208 25209 // The configuration of the git repository, including the URL and the Amazon 25210 // Resource Name (ARN) of the AWS Secrets Manager secret that contains the credentials 25211 // used to access the repository. The secret must have a staging label of AWSCURRENT 25212 // and must be in the following format: 25213 // 25214 // {"username": UserName, "password": Password} 25215 GitConfig *GitConfigForUpdate `type:"structure"` 25216} 25217 25218// String returns the string representation 25219func (s UpdateCodeRepositoryInput) String() string { 25220 return awsutil.Prettify(s) 25221} 25222 25223// GoString returns the string representation 25224func (s UpdateCodeRepositoryInput) GoString() string { 25225 return s.String() 25226} 25227 25228// Validate inspects the fields of the type to determine if they are valid. 25229func (s *UpdateCodeRepositoryInput) Validate() error { 25230 invalidParams := request.ErrInvalidParams{Context: "UpdateCodeRepositoryInput"} 25231 if s.CodeRepositoryName == nil { 25232 invalidParams.Add(request.NewErrParamRequired("CodeRepositoryName")) 25233 } 25234 if s.CodeRepositoryName != nil && len(*s.CodeRepositoryName) < 1 { 25235 invalidParams.Add(request.NewErrParamMinLen("CodeRepositoryName", 1)) 25236 } 25237 if s.GitConfig != nil { 25238 if err := s.GitConfig.Validate(); err != nil { 25239 invalidParams.AddNested("GitConfig", err.(request.ErrInvalidParams)) 25240 } 25241 } 25242 25243 if invalidParams.Len() > 0 { 25244 return invalidParams 25245 } 25246 return nil 25247} 25248 25249// SetCodeRepositoryName sets the CodeRepositoryName field's value. 25250func (s *UpdateCodeRepositoryInput) SetCodeRepositoryName(v string) *UpdateCodeRepositoryInput { 25251 s.CodeRepositoryName = &v 25252 return s 25253} 25254 25255// SetGitConfig sets the GitConfig field's value. 25256func (s *UpdateCodeRepositoryInput) SetGitConfig(v *GitConfigForUpdate) *UpdateCodeRepositoryInput { 25257 s.GitConfig = v 25258 return s 25259} 25260 25261type UpdateCodeRepositoryOutput struct { 25262 _ struct{} `type:"structure"` 25263 25264 // The ARN of the Git repository. 25265 // 25266 // CodeRepositoryArn is a required field 25267 CodeRepositoryArn *string `min:"1" type:"string" required:"true"` 25268} 25269 25270// String returns the string representation 25271func (s UpdateCodeRepositoryOutput) String() string { 25272 return awsutil.Prettify(s) 25273} 25274 25275// GoString returns the string representation 25276func (s UpdateCodeRepositoryOutput) GoString() string { 25277 return s.String() 25278} 25279 25280// SetCodeRepositoryArn sets the CodeRepositoryArn field's value. 25281func (s *UpdateCodeRepositoryOutput) SetCodeRepositoryArn(v string) *UpdateCodeRepositoryOutput { 25282 s.CodeRepositoryArn = &v 25283 return s 25284} 25285 25286type UpdateEndpointInput struct { 25287 _ struct{} `type:"structure"` 25288 25289 // The name of the new endpoint configuration. 25290 // 25291 // EndpointConfigName is a required field 25292 EndpointConfigName *string `type:"string" required:"true"` 25293 25294 // The name of the endpoint whose configuration you want to update. 25295 // 25296 // EndpointName is a required field 25297 EndpointName *string `type:"string" required:"true"` 25298} 25299 25300// String returns the string representation 25301func (s UpdateEndpointInput) String() string { 25302 return awsutil.Prettify(s) 25303} 25304 25305// GoString returns the string representation 25306func (s UpdateEndpointInput) GoString() string { 25307 return s.String() 25308} 25309 25310// Validate inspects the fields of the type to determine if they are valid. 25311func (s *UpdateEndpointInput) Validate() error { 25312 invalidParams := request.ErrInvalidParams{Context: "UpdateEndpointInput"} 25313 if s.EndpointConfigName == nil { 25314 invalidParams.Add(request.NewErrParamRequired("EndpointConfigName")) 25315 } 25316 if s.EndpointName == nil { 25317 invalidParams.Add(request.NewErrParamRequired("EndpointName")) 25318 } 25319 25320 if invalidParams.Len() > 0 { 25321 return invalidParams 25322 } 25323 return nil 25324} 25325 25326// SetEndpointConfigName sets the EndpointConfigName field's value. 25327func (s *UpdateEndpointInput) SetEndpointConfigName(v string) *UpdateEndpointInput { 25328 s.EndpointConfigName = &v 25329 return s 25330} 25331 25332// SetEndpointName sets the EndpointName field's value. 25333func (s *UpdateEndpointInput) SetEndpointName(v string) *UpdateEndpointInput { 25334 s.EndpointName = &v 25335 return s 25336} 25337 25338type UpdateEndpointOutput struct { 25339 _ struct{} `type:"structure"` 25340 25341 // The Amazon Resource Name (ARN) of the endpoint. 25342 // 25343 // EndpointArn is a required field 25344 EndpointArn *string `min:"20" type:"string" required:"true"` 25345} 25346 25347// String returns the string representation 25348func (s UpdateEndpointOutput) String() string { 25349 return awsutil.Prettify(s) 25350} 25351 25352// GoString returns the string representation 25353func (s UpdateEndpointOutput) GoString() string { 25354 return s.String() 25355} 25356 25357// SetEndpointArn sets the EndpointArn field's value. 25358func (s *UpdateEndpointOutput) SetEndpointArn(v string) *UpdateEndpointOutput { 25359 s.EndpointArn = &v 25360 return s 25361} 25362 25363type UpdateEndpointWeightsAndCapacitiesInput struct { 25364 _ struct{} `type:"structure"` 25365 25366 // An object that provides new capacity and weight values for a variant. 25367 // 25368 // DesiredWeightsAndCapacities is a required field 25369 DesiredWeightsAndCapacities []*DesiredWeightAndCapacity `min:"1" type:"list" required:"true"` 25370 25371 // The name of an existing Amazon SageMaker endpoint. 25372 // 25373 // EndpointName is a required field 25374 EndpointName *string `type:"string" required:"true"` 25375} 25376 25377// String returns the string representation 25378func (s UpdateEndpointWeightsAndCapacitiesInput) String() string { 25379 return awsutil.Prettify(s) 25380} 25381 25382// GoString returns the string representation 25383func (s UpdateEndpointWeightsAndCapacitiesInput) GoString() string { 25384 return s.String() 25385} 25386 25387// Validate inspects the fields of the type to determine if they are valid. 25388func (s *UpdateEndpointWeightsAndCapacitiesInput) Validate() error { 25389 invalidParams := request.ErrInvalidParams{Context: "UpdateEndpointWeightsAndCapacitiesInput"} 25390 if s.DesiredWeightsAndCapacities == nil { 25391 invalidParams.Add(request.NewErrParamRequired("DesiredWeightsAndCapacities")) 25392 } 25393 if s.DesiredWeightsAndCapacities != nil && len(s.DesiredWeightsAndCapacities) < 1 { 25394 invalidParams.Add(request.NewErrParamMinLen("DesiredWeightsAndCapacities", 1)) 25395 } 25396 if s.EndpointName == nil { 25397 invalidParams.Add(request.NewErrParamRequired("EndpointName")) 25398 } 25399 if s.DesiredWeightsAndCapacities != nil { 25400 for i, v := range s.DesiredWeightsAndCapacities { 25401 if v == nil { 25402 continue 25403 } 25404 if err := v.Validate(); err != nil { 25405 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "DesiredWeightsAndCapacities", i), err.(request.ErrInvalidParams)) 25406 } 25407 } 25408 } 25409 25410 if invalidParams.Len() > 0 { 25411 return invalidParams 25412 } 25413 return nil 25414} 25415 25416// SetDesiredWeightsAndCapacities sets the DesiredWeightsAndCapacities field's value. 25417func (s *UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities(v []*DesiredWeightAndCapacity) *UpdateEndpointWeightsAndCapacitiesInput { 25418 s.DesiredWeightsAndCapacities = v 25419 return s 25420} 25421 25422// SetEndpointName sets the EndpointName field's value. 25423func (s *UpdateEndpointWeightsAndCapacitiesInput) SetEndpointName(v string) *UpdateEndpointWeightsAndCapacitiesInput { 25424 s.EndpointName = &v 25425 return s 25426} 25427 25428type UpdateEndpointWeightsAndCapacitiesOutput struct { 25429 _ struct{} `type:"structure"` 25430 25431 // The Amazon Resource Name (ARN) of the updated endpoint. 25432 // 25433 // EndpointArn is a required field 25434 EndpointArn *string `min:"20" type:"string" required:"true"` 25435} 25436 25437// String returns the string representation 25438func (s UpdateEndpointWeightsAndCapacitiesOutput) String() string { 25439 return awsutil.Prettify(s) 25440} 25441 25442// GoString returns the string representation 25443func (s UpdateEndpointWeightsAndCapacitiesOutput) GoString() string { 25444 return s.String() 25445} 25446 25447// SetEndpointArn sets the EndpointArn field's value. 25448func (s *UpdateEndpointWeightsAndCapacitiesOutput) SetEndpointArn(v string) *UpdateEndpointWeightsAndCapacitiesOutput { 25449 s.EndpointArn = &v 25450 return s 25451} 25452 25453type UpdateNotebookInstanceInput struct { 25454 _ struct{} `type:"structure"` 25455 25456 // A list of the Elastic Inference (EI) instance types to associate with this 25457 // notebook instance. Currently only one EI instance type can be associated 25458 // with a notebook instance. For more information, see Using Elastic Inference 25459 // in Amazon SageMaker (sagemaker/latest/dg/ei.html). 25460 AcceleratorTypes []*string `type:"list"` 25461 25462 // An array of up to three Git repositories to associate with the notebook instance. 25463 // These can be either the names of Git repositories stored as resources in 25464 // your account, or the URL of Git repositories in AWS CodeCommit (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) 25465 // or in any other Git repository. These repositories are cloned at the same 25466 // level as the default repository of your notebook instance. For more information, 25467 // see Associating Git Repositories with Amazon SageMaker Notebook Instances 25468 // (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 25469 AdditionalCodeRepositories []*string `type:"list"` 25470 25471 // The Git repository to associate with the notebook instance as its default 25472 // code repository. This can be either the name of a Git repository stored as 25473 // a resource in your account, or the URL of a Git repository in AWS CodeCommit 25474 // (https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or 25475 // in any other Git repository. When you open a notebook instance, it opens 25476 // in the directory that contains this repository. For more information, see 25477 // Associating Git Repositories with Amazon SageMaker Notebook Instances (https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html). 25478 DefaultCodeRepository *string `min:"1" type:"string"` 25479 25480 // A list of the Elastic Inference (EI) instance types to remove from this notebook 25481 // instance. This operation is idempotent. If you specify an accelerator type 25482 // that is not associated with the notebook instance when you call this method, 25483 // it does not throw an error. 25484 DisassociateAcceleratorTypes *bool `type:"boolean"` 25485 25486 // A list of names or URLs of the default Git repositories to remove from this 25487 // notebook instance. This operation is idempotent. If you specify a Git repository 25488 // that is not associated with the notebook instance when you call this method, 25489 // it does not throw an error. 25490 DisassociateAdditionalCodeRepositories *bool `type:"boolean"` 25491 25492 // The name or URL of the default Git repository to remove from this notebook 25493 // instance. This operation is idempotent. If you specify a Git repository that 25494 // is not associated with the notebook instance when you call this method, it 25495 // does not throw an error. 25496 DisassociateDefaultCodeRepository *bool `type:"boolean"` 25497 25498 // Set to true to remove the notebook instance lifecycle configuration currently 25499 // associated with the notebook instance. This operation is idempotent. If you 25500 // specify a lifecycle configuration that is not associated with the notebook 25501 // instance when you call this method, it does not throw an error. 25502 DisassociateLifecycleConfig *bool `type:"boolean"` 25503 25504 // The Amazon ML compute instance type. 25505 InstanceType *string `type:"string" enum:"InstanceType"` 25506 25507 // The name of a lifecycle configuration to associate with the notebook instance. 25508 // For information about lifestyle configurations, see Step 2.1: (Optional) 25509 // Customize a Notebook Instance (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). 25510 LifecycleConfigName *string `type:"string"` 25511 25512 // The name of the notebook instance to update. 25513 // 25514 // NotebookInstanceName is a required field 25515 NotebookInstanceName *string `type:"string" required:"true"` 25516 25517 // The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can 25518 // assume to access the notebook instance. For more information, see Amazon 25519 // SageMaker Roles (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html). 25520 // 25521 // To be able to pass this role to Amazon SageMaker, the caller of this API 25522 // must have the iam:PassRole permission. 25523 RoleArn *string `min:"20" type:"string"` 25524 25525 // Whether root access is enabled or disabled for users of the notebook instance. 25526 // The default value is Enabled. 25527 // 25528 // If you set this to Disabled, users don't have root access on the notebook 25529 // instance, but lifecycle configuration scripts still run with root permissions. 25530 RootAccess *string `type:"string" enum:"RootAccess"` 25531 25532 // The size, in GB, of the ML storage volume to attach to the notebook instance. 25533 // The default value is 5 GB. ML storage volumes are encrypted, so Amazon SageMaker 25534 // can't determine the amount of available free space on the volume. Because 25535 // of this, you can increase the volume size when you update a notebook instance, 25536 // but you can't decrease the volume size. If you want to decrease the size 25537 // of the ML storage volume in use, create a new notebook instance with the 25538 // desired size. 25539 VolumeSizeInGB *int64 `min:"5" type:"integer"` 25540} 25541 25542// String returns the string representation 25543func (s UpdateNotebookInstanceInput) String() string { 25544 return awsutil.Prettify(s) 25545} 25546 25547// GoString returns the string representation 25548func (s UpdateNotebookInstanceInput) GoString() string { 25549 return s.String() 25550} 25551 25552// Validate inspects the fields of the type to determine if they are valid. 25553func (s *UpdateNotebookInstanceInput) Validate() error { 25554 invalidParams := request.ErrInvalidParams{Context: "UpdateNotebookInstanceInput"} 25555 if s.DefaultCodeRepository != nil && len(*s.DefaultCodeRepository) < 1 { 25556 invalidParams.Add(request.NewErrParamMinLen("DefaultCodeRepository", 1)) 25557 } 25558 if s.NotebookInstanceName == nil { 25559 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceName")) 25560 } 25561 if s.RoleArn != nil && len(*s.RoleArn) < 20 { 25562 invalidParams.Add(request.NewErrParamMinLen("RoleArn", 20)) 25563 } 25564 if s.VolumeSizeInGB != nil && *s.VolumeSizeInGB < 5 { 25565 invalidParams.Add(request.NewErrParamMinValue("VolumeSizeInGB", 5)) 25566 } 25567 25568 if invalidParams.Len() > 0 { 25569 return invalidParams 25570 } 25571 return nil 25572} 25573 25574// SetAcceleratorTypes sets the AcceleratorTypes field's value. 25575func (s *UpdateNotebookInstanceInput) SetAcceleratorTypes(v []*string) *UpdateNotebookInstanceInput { 25576 s.AcceleratorTypes = v 25577 return s 25578} 25579 25580// SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value. 25581func (s *UpdateNotebookInstanceInput) SetAdditionalCodeRepositories(v []*string) *UpdateNotebookInstanceInput { 25582 s.AdditionalCodeRepositories = v 25583 return s 25584} 25585 25586// SetDefaultCodeRepository sets the DefaultCodeRepository field's value. 25587func (s *UpdateNotebookInstanceInput) SetDefaultCodeRepository(v string) *UpdateNotebookInstanceInput { 25588 s.DefaultCodeRepository = &v 25589 return s 25590} 25591 25592// SetDisassociateAcceleratorTypes sets the DisassociateAcceleratorTypes field's value. 25593func (s *UpdateNotebookInstanceInput) SetDisassociateAcceleratorTypes(v bool) *UpdateNotebookInstanceInput { 25594 s.DisassociateAcceleratorTypes = &v 25595 return s 25596} 25597 25598// SetDisassociateAdditionalCodeRepositories sets the DisassociateAdditionalCodeRepositories field's value. 25599func (s *UpdateNotebookInstanceInput) SetDisassociateAdditionalCodeRepositories(v bool) *UpdateNotebookInstanceInput { 25600 s.DisassociateAdditionalCodeRepositories = &v 25601 return s 25602} 25603 25604// SetDisassociateDefaultCodeRepository sets the DisassociateDefaultCodeRepository field's value. 25605func (s *UpdateNotebookInstanceInput) SetDisassociateDefaultCodeRepository(v bool) *UpdateNotebookInstanceInput { 25606 s.DisassociateDefaultCodeRepository = &v 25607 return s 25608} 25609 25610// SetDisassociateLifecycleConfig sets the DisassociateLifecycleConfig field's value. 25611func (s *UpdateNotebookInstanceInput) SetDisassociateLifecycleConfig(v bool) *UpdateNotebookInstanceInput { 25612 s.DisassociateLifecycleConfig = &v 25613 return s 25614} 25615 25616// SetInstanceType sets the InstanceType field's value. 25617func (s *UpdateNotebookInstanceInput) SetInstanceType(v string) *UpdateNotebookInstanceInput { 25618 s.InstanceType = &v 25619 return s 25620} 25621 25622// SetLifecycleConfigName sets the LifecycleConfigName field's value. 25623func (s *UpdateNotebookInstanceInput) SetLifecycleConfigName(v string) *UpdateNotebookInstanceInput { 25624 s.LifecycleConfigName = &v 25625 return s 25626} 25627 25628// SetNotebookInstanceName sets the NotebookInstanceName field's value. 25629func (s *UpdateNotebookInstanceInput) SetNotebookInstanceName(v string) *UpdateNotebookInstanceInput { 25630 s.NotebookInstanceName = &v 25631 return s 25632} 25633 25634// SetRoleArn sets the RoleArn field's value. 25635func (s *UpdateNotebookInstanceInput) SetRoleArn(v string) *UpdateNotebookInstanceInput { 25636 s.RoleArn = &v 25637 return s 25638} 25639 25640// SetRootAccess sets the RootAccess field's value. 25641func (s *UpdateNotebookInstanceInput) SetRootAccess(v string) *UpdateNotebookInstanceInput { 25642 s.RootAccess = &v 25643 return s 25644} 25645 25646// SetVolumeSizeInGB sets the VolumeSizeInGB field's value. 25647func (s *UpdateNotebookInstanceInput) SetVolumeSizeInGB(v int64) *UpdateNotebookInstanceInput { 25648 s.VolumeSizeInGB = &v 25649 return s 25650} 25651 25652type UpdateNotebookInstanceLifecycleConfigInput struct { 25653 _ struct{} `type:"structure"` 25654 25655 // The name of the lifecycle configuration. 25656 // 25657 // NotebookInstanceLifecycleConfigName is a required field 25658 NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"` 25659 25660 // The shell script that runs only once, when you create a notebook instance. 25661 // The shell script must be a base64-encoded string. 25662 OnCreate []*NotebookInstanceLifecycleHook `type:"list"` 25663 25664 // The shell script that runs every time you start a notebook instance, including 25665 // when you create the notebook instance. The shell script must be a base64-encoded 25666 // string. 25667 OnStart []*NotebookInstanceLifecycleHook `type:"list"` 25668} 25669 25670// String returns the string representation 25671func (s UpdateNotebookInstanceLifecycleConfigInput) String() string { 25672 return awsutil.Prettify(s) 25673} 25674 25675// GoString returns the string representation 25676func (s UpdateNotebookInstanceLifecycleConfigInput) GoString() string { 25677 return s.String() 25678} 25679 25680// Validate inspects the fields of the type to determine if they are valid. 25681func (s *UpdateNotebookInstanceLifecycleConfigInput) Validate() error { 25682 invalidParams := request.ErrInvalidParams{Context: "UpdateNotebookInstanceLifecycleConfigInput"} 25683 if s.NotebookInstanceLifecycleConfigName == nil { 25684 invalidParams.Add(request.NewErrParamRequired("NotebookInstanceLifecycleConfigName")) 25685 } 25686 if s.OnCreate != nil { 25687 for i, v := range s.OnCreate { 25688 if v == nil { 25689 continue 25690 } 25691 if err := v.Validate(); err != nil { 25692 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnCreate", i), err.(request.ErrInvalidParams)) 25693 } 25694 } 25695 } 25696 if s.OnStart != nil { 25697 for i, v := range s.OnStart { 25698 if v == nil { 25699 continue 25700 } 25701 if err := v.Validate(); err != nil { 25702 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "OnStart", i), err.(request.ErrInvalidParams)) 25703 } 25704 } 25705 } 25706 25707 if invalidParams.Len() > 0 { 25708 return invalidParams 25709 } 25710 return nil 25711} 25712 25713// SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value. 25714func (s *UpdateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *UpdateNotebookInstanceLifecycleConfigInput { 25715 s.NotebookInstanceLifecycleConfigName = &v 25716 return s 25717} 25718 25719// SetOnCreate sets the OnCreate field's value. 25720func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput { 25721 s.OnCreate = v 25722 return s 25723} 25724 25725// SetOnStart sets the OnStart field's value. 25726func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput { 25727 s.OnStart = v 25728 return s 25729} 25730 25731type UpdateNotebookInstanceLifecycleConfigOutput struct { 25732 _ struct{} `type:"structure"` 25733} 25734 25735// String returns the string representation 25736func (s UpdateNotebookInstanceLifecycleConfigOutput) String() string { 25737 return awsutil.Prettify(s) 25738} 25739 25740// GoString returns the string representation 25741func (s UpdateNotebookInstanceLifecycleConfigOutput) GoString() string { 25742 return s.String() 25743} 25744 25745type UpdateNotebookInstanceOutput struct { 25746 _ struct{} `type:"structure"` 25747} 25748 25749// String returns the string representation 25750func (s UpdateNotebookInstanceOutput) String() string { 25751 return awsutil.Prettify(s) 25752} 25753 25754// GoString returns the string representation 25755func (s UpdateNotebookInstanceOutput) GoString() string { 25756 return s.String() 25757} 25758 25759type UpdateWorkteamInput struct { 25760 _ struct{} `type:"structure"` 25761 25762 // An updated description for the work team. 25763 Description *string `min:"1" type:"string"` 25764 25765 // A list of MemberDefinition objects that contain the updated work team members. 25766 MemberDefinitions []*MemberDefinition `min:"1" type:"list"` 25767 25768 // Configures SNS topic notifications for available or expiring work items 25769 NotificationConfiguration *NotificationConfiguration `type:"structure"` 25770 25771 // The name of the work team to update. 25772 // 25773 // WorkteamName is a required field 25774 WorkteamName *string `min:"1" type:"string" required:"true"` 25775} 25776 25777// String returns the string representation 25778func (s UpdateWorkteamInput) String() string { 25779 return awsutil.Prettify(s) 25780} 25781 25782// GoString returns the string representation 25783func (s UpdateWorkteamInput) GoString() string { 25784 return s.String() 25785} 25786 25787// Validate inspects the fields of the type to determine if they are valid. 25788func (s *UpdateWorkteamInput) Validate() error { 25789 invalidParams := request.ErrInvalidParams{Context: "UpdateWorkteamInput"} 25790 if s.Description != nil && len(*s.Description) < 1 { 25791 invalidParams.Add(request.NewErrParamMinLen("Description", 1)) 25792 } 25793 if s.MemberDefinitions != nil && len(s.MemberDefinitions) < 1 { 25794 invalidParams.Add(request.NewErrParamMinLen("MemberDefinitions", 1)) 25795 } 25796 if s.WorkteamName == nil { 25797 invalidParams.Add(request.NewErrParamRequired("WorkteamName")) 25798 } 25799 if s.WorkteamName != nil && len(*s.WorkteamName) < 1 { 25800 invalidParams.Add(request.NewErrParamMinLen("WorkteamName", 1)) 25801 } 25802 if s.MemberDefinitions != nil { 25803 for i, v := range s.MemberDefinitions { 25804 if v == nil { 25805 continue 25806 } 25807 if err := v.Validate(); err != nil { 25808 invalidParams.AddNested(fmt.Sprintf("%s[%v]", "MemberDefinitions", i), err.(request.ErrInvalidParams)) 25809 } 25810 } 25811 } 25812 25813 if invalidParams.Len() > 0 { 25814 return invalidParams 25815 } 25816 return nil 25817} 25818 25819// SetDescription sets the Description field's value. 25820func (s *UpdateWorkteamInput) SetDescription(v string) *UpdateWorkteamInput { 25821 s.Description = &v 25822 return s 25823} 25824 25825// SetMemberDefinitions sets the MemberDefinitions field's value. 25826func (s *UpdateWorkteamInput) SetMemberDefinitions(v []*MemberDefinition) *UpdateWorkteamInput { 25827 s.MemberDefinitions = v 25828 return s 25829} 25830 25831// SetNotificationConfiguration sets the NotificationConfiguration field's value. 25832func (s *UpdateWorkteamInput) SetNotificationConfiguration(v *NotificationConfiguration) *UpdateWorkteamInput { 25833 s.NotificationConfiguration = v 25834 return s 25835} 25836 25837// SetWorkteamName sets the WorkteamName field's value. 25838func (s *UpdateWorkteamInput) SetWorkteamName(v string) *UpdateWorkteamInput { 25839 s.WorkteamName = &v 25840 return s 25841} 25842 25843type UpdateWorkteamOutput struct { 25844 _ struct{} `type:"structure"` 25845 25846 // A Workteam object that describes the updated work team. 25847 // 25848 // Workteam is a required field 25849 Workteam *Workteam `type:"structure" required:"true"` 25850} 25851 25852// String returns the string representation 25853func (s UpdateWorkteamOutput) String() string { 25854 return awsutil.Prettify(s) 25855} 25856 25857// GoString returns the string representation 25858func (s UpdateWorkteamOutput) GoString() string { 25859 return s.String() 25860} 25861 25862// SetWorkteam sets the Workteam field's value. 25863func (s *UpdateWorkteamOutput) SetWorkteam(v *Workteam) *UpdateWorkteamOutput { 25864 s.Workteam = v 25865 return s 25866} 25867 25868// Specifies a VPC that your training jobs and hosted models have access to. 25869// Control access to and from your training and model containers by configuring 25870// the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual 25871// Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) 25872// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html). 25873type VpcConfig struct { 25874 _ struct{} `type:"structure"` 25875 25876 // The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security 25877 // groups for the VPC that is specified in the Subnets field. 25878 // 25879 // SecurityGroupIds is a required field 25880 SecurityGroupIds []*string `min:"1" type:"list" required:"true"` 25881 25882 // The ID of the subnets in the VPC to which you want to connect your training 25883 // job or model. 25884 // 25885 // Amazon EC2 P3 accelerated computing instances are not available in the c/d/e 25886 // availability zones of region us-east-1. If you want to create endpoints with 25887 // P3 instances in VPC mode in region us-east-1, create subnets in a/b/f availability 25888 // zones instead. 25889 // 25890 // Subnets is a required field 25891 Subnets []*string `min:"1" type:"list" required:"true"` 25892} 25893 25894// String returns the string representation 25895func (s VpcConfig) String() string { 25896 return awsutil.Prettify(s) 25897} 25898 25899// GoString returns the string representation 25900func (s VpcConfig) GoString() string { 25901 return s.String() 25902} 25903 25904// Validate inspects the fields of the type to determine if they are valid. 25905func (s *VpcConfig) Validate() error { 25906 invalidParams := request.ErrInvalidParams{Context: "VpcConfig"} 25907 if s.SecurityGroupIds == nil { 25908 invalidParams.Add(request.NewErrParamRequired("SecurityGroupIds")) 25909 } 25910 if s.SecurityGroupIds != nil && len(s.SecurityGroupIds) < 1 { 25911 invalidParams.Add(request.NewErrParamMinLen("SecurityGroupIds", 1)) 25912 } 25913 if s.Subnets == nil { 25914 invalidParams.Add(request.NewErrParamRequired("Subnets")) 25915 } 25916 if s.Subnets != nil && len(s.Subnets) < 1 { 25917 invalidParams.Add(request.NewErrParamMinLen("Subnets", 1)) 25918 } 25919 25920 if invalidParams.Len() > 0 { 25921 return invalidParams 25922 } 25923 return nil 25924} 25925 25926// SetSecurityGroupIds sets the SecurityGroupIds field's value. 25927func (s *VpcConfig) SetSecurityGroupIds(v []*string) *VpcConfig { 25928 s.SecurityGroupIds = v 25929 return s 25930} 25931 25932// SetSubnets sets the Subnets field's value. 25933func (s *VpcConfig) SetSubnets(v []*string) *VpcConfig { 25934 s.Subnets = v 25935 return s 25936} 25937 25938// Provides details about a labeling work team. 25939type Workteam struct { 25940 _ struct{} `type:"structure"` 25941 25942 // The date and time that the work team was created (timestamp). 25943 CreateDate *time.Time `type:"timestamp"` 25944 25945 // A description of the work team. 25946 // 25947 // Description is a required field 25948 Description *string `min:"1" type:"string" required:"true"` 25949 25950 // The date and time that the work team was last updated (timestamp). 25951 LastUpdatedDate *time.Time `type:"timestamp"` 25952 25953 // The Amazon Cognito user groups that make up the work team. 25954 // 25955 // MemberDefinitions is a required field 25956 MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"` 25957 25958 // Configures SNS notifications of available or expiring work items for work 25959 // teams. 25960 NotificationConfiguration *NotificationConfiguration `type:"structure"` 25961 25962 // The Amazon Marketplace identifier for a vendor's work team. 25963 ProductListingIds []*string `type:"list"` 25964 25965 // The URI of the labeling job's user interface. Workers open this URI to start 25966 // labeling your data objects. 25967 SubDomain *string `type:"string"` 25968 25969 // The Amazon Resource Name (ARN) that identifies the work team. 25970 // 25971 // WorkteamArn is a required field 25972 WorkteamArn *string `type:"string" required:"true"` 25973 25974 // The name of the work team. 25975 // 25976 // WorkteamName is a required field 25977 WorkteamName *string `min:"1" type:"string" required:"true"` 25978} 25979 25980// String returns the string representation 25981func (s Workteam) String() string { 25982 return awsutil.Prettify(s) 25983} 25984 25985// GoString returns the string representation 25986func (s Workteam) GoString() string { 25987 return s.String() 25988} 25989 25990// SetCreateDate sets the CreateDate field's value. 25991func (s *Workteam) SetCreateDate(v time.Time) *Workteam { 25992 s.CreateDate = &v 25993 return s 25994} 25995 25996// SetDescription sets the Description field's value. 25997func (s *Workteam) SetDescription(v string) *Workteam { 25998 s.Description = &v 25999 return s 26000} 26001 26002// SetLastUpdatedDate sets the LastUpdatedDate field's value. 26003func (s *Workteam) SetLastUpdatedDate(v time.Time) *Workteam { 26004 s.LastUpdatedDate = &v 26005 return s 26006} 26007 26008// SetMemberDefinitions sets the MemberDefinitions field's value. 26009func (s *Workteam) SetMemberDefinitions(v []*MemberDefinition) *Workteam { 26010 s.MemberDefinitions = v 26011 return s 26012} 26013 26014// SetNotificationConfiguration sets the NotificationConfiguration field's value. 26015func (s *Workteam) SetNotificationConfiguration(v *NotificationConfiguration) *Workteam { 26016 s.NotificationConfiguration = v 26017 return s 26018} 26019 26020// SetProductListingIds sets the ProductListingIds field's value. 26021func (s *Workteam) SetProductListingIds(v []*string) *Workteam { 26022 s.ProductListingIds = v 26023 return s 26024} 26025 26026// SetSubDomain sets the SubDomain field's value. 26027func (s *Workteam) SetSubDomain(v string) *Workteam { 26028 s.SubDomain = &v 26029 return s 26030} 26031 26032// SetWorkteamArn sets the WorkteamArn field's value. 26033func (s *Workteam) SetWorkteamArn(v string) *Workteam { 26034 s.WorkteamArn = &v 26035 return s 26036} 26037 26038// SetWorkteamName sets the WorkteamName field's value. 26039func (s *Workteam) SetWorkteamName(v string) *Workteam { 26040 s.WorkteamName = &v 26041 return s 26042} 26043 26044const ( 26045 // AlgorithmSortByName is a AlgorithmSortBy enum value 26046 AlgorithmSortByName = "Name" 26047 26048 // AlgorithmSortByCreationTime is a AlgorithmSortBy enum value 26049 AlgorithmSortByCreationTime = "CreationTime" 26050) 26051 26052const ( 26053 // AlgorithmStatusPending is a AlgorithmStatus enum value 26054 AlgorithmStatusPending = "Pending" 26055 26056 // AlgorithmStatusInProgress is a AlgorithmStatus enum value 26057 AlgorithmStatusInProgress = "InProgress" 26058 26059 // AlgorithmStatusCompleted is a AlgorithmStatus enum value 26060 AlgorithmStatusCompleted = "Completed" 26061 26062 // AlgorithmStatusFailed is a AlgorithmStatus enum value 26063 AlgorithmStatusFailed = "Failed" 26064 26065 // AlgorithmStatusDeleting is a AlgorithmStatus enum value 26066 AlgorithmStatusDeleting = "Deleting" 26067) 26068 26069const ( 26070 // AssemblyTypeNone is a AssemblyType enum value 26071 AssemblyTypeNone = "None" 26072 26073 // AssemblyTypeLine is a AssemblyType enum value 26074 AssemblyTypeLine = "Line" 26075) 26076 26077const ( 26078 // BatchStrategyMultiRecord is a BatchStrategy enum value 26079 BatchStrategyMultiRecord = "MultiRecord" 26080 26081 // BatchStrategySingleRecord is a BatchStrategy enum value 26082 BatchStrategySingleRecord = "SingleRecord" 26083) 26084 26085const ( 26086 // BooleanOperatorAnd is a BooleanOperator enum value 26087 BooleanOperatorAnd = "And" 26088 26089 // BooleanOperatorOr is a BooleanOperator enum value 26090 BooleanOperatorOr = "Or" 26091) 26092 26093const ( 26094 // CodeRepositorySortByName is a CodeRepositorySortBy enum value 26095 CodeRepositorySortByName = "Name" 26096 26097 // CodeRepositorySortByCreationTime is a CodeRepositorySortBy enum value 26098 CodeRepositorySortByCreationTime = "CreationTime" 26099 26100 // CodeRepositorySortByLastModifiedTime is a CodeRepositorySortBy enum value 26101 CodeRepositorySortByLastModifiedTime = "LastModifiedTime" 26102) 26103 26104const ( 26105 // CodeRepositorySortOrderAscending is a CodeRepositorySortOrder enum value 26106 CodeRepositorySortOrderAscending = "Ascending" 26107 26108 // CodeRepositorySortOrderDescending is a CodeRepositorySortOrder enum value 26109 CodeRepositorySortOrderDescending = "Descending" 26110) 26111 26112const ( 26113 // CompilationJobStatusInprogress is a CompilationJobStatus enum value 26114 CompilationJobStatusInprogress = "INPROGRESS" 26115 26116 // CompilationJobStatusCompleted is a CompilationJobStatus enum value 26117 CompilationJobStatusCompleted = "COMPLETED" 26118 26119 // CompilationJobStatusFailed is a CompilationJobStatus enum value 26120 CompilationJobStatusFailed = "FAILED" 26121 26122 // CompilationJobStatusStarting is a CompilationJobStatus enum value 26123 CompilationJobStatusStarting = "STARTING" 26124 26125 // CompilationJobStatusStopping is a CompilationJobStatus enum value 26126 CompilationJobStatusStopping = "STOPPING" 26127 26128 // CompilationJobStatusStopped is a CompilationJobStatus enum value 26129 CompilationJobStatusStopped = "STOPPED" 26130) 26131 26132const ( 26133 // CompressionTypeNone is a CompressionType enum value 26134 CompressionTypeNone = "None" 26135 26136 // CompressionTypeGzip is a CompressionType enum value 26137 CompressionTypeGzip = "Gzip" 26138) 26139 26140const ( 26141 // ContentClassifierFreeOfPersonallyIdentifiableInformation is a ContentClassifier enum value 26142 ContentClassifierFreeOfPersonallyIdentifiableInformation = "FreeOfPersonallyIdentifiableInformation" 26143 26144 // ContentClassifierFreeOfAdultContent is a ContentClassifier enum value 26145 ContentClassifierFreeOfAdultContent = "FreeOfAdultContent" 26146) 26147 26148const ( 26149 // DetailedAlgorithmStatusNotStarted is a DetailedAlgorithmStatus enum value 26150 DetailedAlgorithmStatusNotStarted = "NotStarted" 26151 26152 // DetailedAlgorithmStatusInProgress is a DetailedAlgorithmStatus enum value 26153 DetailedAlgorithmStatusInProgress = "InProgress" 26154 26155 // DetailedAlgorithmStatusCompleted is a DetailedAlgorithmStatus enum value 26156 DetailedAlgorithmStatusCompleted = "Completed" 26157 26158 // DetailedAlgorithmStatusFailed is a DetailedAlgorithmStatus enum value 26159 DetailedAlgorithmStatusFailed = "Failed" 26160) 26161 26162const ( 26163 // DetailedModelPackageStatusNotStarted is a DetailedModelPackageStatus enum value 26164 DetailedModelPackageStatusNotStarted = "NotStarted" 26165 26166 // DetailedModelPackageStatusInProgress is a DetailedModelPackageStatus enum value 26167 DetailedModelPackageStatusInProgress = "InProgress" 26168 26169 // DetailedModelPackageStatusCompleted is a DetailedModelPackageStatus enum value 26170 DetailedModelPackageStatusCompleted = "Completed" 26171 26172 // DetailedModelPackageStatusFailed is a DetailedModelPackageStatus enum value 26173 DetailedModelPackageStatusFailed = "Failed" 26174) 26175 26176const ( 26177 // DirectInternetAccessEnabled is a DirectInternetAccess enum value 26178 DirectInternetAccessEnabled = "Enabled" 26179 26180 // DirectInternetAccessDisabled is a DirectInternetAccess enum value 26181 DirectInternetAccessDisabled = "Disabled" 26182) 26183 26184const ( 26185 // EndpointConfigSortKeyName is a EndpointConfigSortKey enum value 26186 EndpointConfigSortKeyName = "Name" 26187 26188 // EndpointConfigSortKeyCreationTime is a EndpointConfigSortKey enum value 26189 EndpointConfigSortKeyCreationTime = "CreationTime" 26190) 26191 26192const ( 26193 // EndpointSortKeyName is a EndpointSortKey enum value 26194 EndpointSortKeyName = "Name" 26195 26196 // EndpointSortKeyCreationTime is a EndpointSortKey enum value 26197 EndpointSortKeyCreationTime = "CreationTime" 26198 26199 // EndpointSortKeyStatus is a EndpointSortKey enum value 26200 EndpointSortKeyStatus = "Status" 26201) 26202 26203const ( 26204 // EndpointStatusOutOfService is a EndpointStatus enum value 26205 EndpointStatusOutOfService = "OutOfService" 26206 26207 // EndpointStatusCreating is a EndpointStatus enum value 26208 EndpointStatusCreating = "Creating" 26209 26210 // EndpointStatusUpdating is a EndpointStatus enum value 26211 EndpointStatusUpdating = "Updating" 26212 26213 // EndpointStatusSystemUpdating is a EndpointStatus enum value 26214 EndpointStatusSystemUpdating = "SystemUpdating" 26215 26216 // EndpointStatusRollingBack is a EndpointStatus enum value 26217 EndpointStatusRollingBack = "RollingBack" 26218 26219 // EndpointStatusInService is a EndpointStatus enum value 26220 EndpointStatusInService = "InService" 26221 26222 // EndpointStatusDeleting is a EndpointStatus enum value 26223 EndpointStatusDeleting = "Deleting" 26224 26225 // EndpointStatusFailed is a EndpointStatus enum value 26226 EndpointStatusFailed = "Failed" 26227) 26228 26229const ( 26230 // FileSystemAccessModeRw is a FileSystemAccessMode enum value 26231 FileSystemAccessModeRw = "rw" 26232 26233 // FileSystemAccessModeRo is a FileSystemAccessMode enum value 26234 FileSystemAccessModeRo = "ro" 26235) 26236 26237const ( 26238 // FileSystemTypeEfs is a FileSystemType enum value 26239 FileSystemTypeEfs = "EFS" 26240 26241 // FileSystemTypeFsxLustre is a FileSystemType enum value 26242 FileSystemTypeFsxLustre = "FSxLustre" 26243) 26244 26245const ( 26246 // FrameworkTensorflow is a Framework enum value 26247 FrameworkTensorflow = "TENSORFLOW" 26248 26249 // FrameworkMxnet is a Framework enum value 26250 FrameworkMxnet = "MXNET" 26251 26252 // FrameworkOnnx is a Framework enum value 26253 FrameworkOnnx = "ONNX" 26254 26255 // FrameworkPytorch is a Framework enum value 26256 FrameworkPytorch = "PYTORCH" 26257 26258 // FrameworkXgboost is a Framework enum value 26259 FrameworkXgboost = "XGBOOST" 26260) 26261 26262const ( 26263 // HyperParameterScalingTypeAuto is a HyperParameterScalingType enum value 26264 HyperParameterScalingTypeAuto = "Auto" 26265 26266 // HyperParameterScalingTypeLinear is a HyperParameterScalingType enum value 26267 HyperParameterScalingTypeLinear = "Linear" 26268 26269 // HyperParameterScalingTypeLogarithmic is a HyperParameterScalingType enum value 26270 HyperParameterScalingTypeLogarithmic = "Logarithmic" 26271 26272 // HyperParameterScalingTypeReverseLogarithmic is a HyperParameterScalingType enum value 26273 HyperParameterScalingTypeReverseLogarithmic = "ReverseLogarithmic" 26274) 26275 26276const ( 26277 // HyperParameterTuningJobObjectiveTypeMaximize is a HyperParameterTuningJobObjectiveType enum value 26278 HyperParameterTuningJobObjectiveTypeMaximize = "Maximize" 26279 26280 // HyperParameterTuningJobObjectiveTypeMinimize is a HyperParameterTuningJobObjectiveType enum value 26281 HyperParameterTuningJobObjectiveTypeMinimize = "Minimize" 26282) 26283 26284const ( 26285 // HyperParameterTuningJobSortByOptionsName is a HyperParameterTuningJobSortByOptions enum value 26286 HyperParameterTuningJobSortByOptionsName = "Name" 26287 26288 // HyperParameterTuningJobSortByOptionsStatus is a HyperParameterTuningJobSortByOptions enum value 26289 HyperParameterTuningJobSortByOptionsStatus = "Status" 26290 26291 // HyperParameterTuningJobSortByOptionsCreationTime is a HyperParameterTuningJobSortByOptions enum value 26292 HyperParameterTuningJobSortByOptionsCreationTime = "CreationTime" 26293) 26294 26295const ( 26296 // HyperParameterTuningJobStatusCompleted is a HyperParameterTuningJobStatus enum value 26297 HyperParameterTuningJobStatusCompleted = "Completed" 26298 26299 // HyperParameterTuningJobStatusInProgress is a HyperParameterTuningJobStatus enum value 26300 HyperParameterTuningJobStatusInProgress = "InProgress" 26301 26302 // HyperParameterTuningJobStatusFailed is a HyperParameterTuningJobStatus enum value 26303 HyperParameterTuningJobStatusFailed = "Failed" 26304 26305 // HyperParameterTuningJobStatusStopped is a HyperParameterTuningJobStatus enum value 26306 HyperParameterTuningJobStatusStopped = "Stopped" 26307 26308 // HyperParameterTuningJobStatusStopping is a HyperParameterTuningJobStatus enum value 26309 HyperParameterTuningJobStatusStopping = "Stopping" 26310) 26311 26312// The strategy hyperparameter tuning uses to find the best combination of hyperparameters 26313// for your model. Currently, the only supported value is Bayesian. 26314const ( 26315 // HyperParameterTuningJobStrategyTypeBayesian is a HyperParameterTuningJobStrategyType enum value 26316 HyperParameterTuningJobStrategyTypeBayesian = "Bayesian" 26317 26318 // HyperParameterTuningJobStrategyTypeRandom is a HyperParameterTuningJobStrategyType enum value 26319 HyperParameterTuningJobStrategyTypeRandom = "Random" 26320) 26321 26322const ( 26323 // HyperParameterTuningJobWarmStartTypeIdenticalDataAndAlgorithm is a HyperParameterTuningJobWarmStartType enum value 26324 HyperParameterTuningJobWarmStartTypeIdenticalDataAndAlgorithm = "IdenticalDataAndAlgorithm" 26325 26326 // HyperParameterTuningJobWarmStartTypeTransferLearning is a HyperParameterTuningJobWarmStartType enum value 26327 HyperParameterTuningJobWarmStartTypeTransferLearning = "TransferLearning" 26328) 26329 26330const ( 26331 // InstanceTypeMlT2Medium is a InstanceType enum value 26332 InstanceTypeMlT2Medium = "ml.t2.medium" 26333 26334 // InstanceTypeMlT2Large is a InstanceType enum value 26335 InstanceTypeMlT2Large = "ml.t2.large" 26336 26337 // InstanceTypeMlT2Xlarge is a InstanceType enum value 26338 InstanceTypeMlT2Xlarge = "ml.t2.xlarge" 26339 26340 // InstanceTypeMlT22xlarge is a InstanceType enum value 26341 InstanceTypeMlT22xlarge = "ml.t2.2xlarge" 26342 26343 // InstanceTypeMlT3Medium is a InstanceType enum value 26344 InstanceTypeMlT3Medium = "ml.t3.medium" 26345 26346 // InstanceTypeMlT3Large is a InstanceType enum value 26347 InstanceTypeMlT3Large = "ml.t3.large" 26348 26349 // InstanceTypeMlT3Xlarge is a InstanceType enum value 26350 InstanceTypeMlT3Xlarge = "ml.t3.xlarge" 26351 26352 // InstanceTypeMlT32xlarge is a InstanceType enum value 26353 InstanceTypeMlT32xlarge = "ml.t3.2xlarge" 26354 26355 // InstanceTypeMlM4Xlarge is a InstanceType enum value 26356 InstanceTypeMlM4Xlarge = "ml.m4.xlarge" 26357 26358 // InstanceTypeMlM42xlarge is a InstanceType enum value 26359 InstanceTypeMlM42xlarge = "ml.m4.2xlarge" 26360 26361 // InstanceTypeMlM44xlarge is a InstanceType enum value 26362 InstanceTypeMlM44xlarge = "ml.m4.4xlarge" 26363 26364 // InstanceTypeMlM410xlarge is a InstanceType enum value 26365 InstanceTypeMlM410xlarge = "ml.m4.10xlarge" 26366 26367 // InstanceTypeMlM416xlarge is a InstanceType enum value 26368 InstanceTypeMlM416xlarge = "ml.m4.16xlarge" 26369 26370 // InstanceTypeMlM5Xlarge is a InstanceType enum value 26371 InstanceTypeMlM5Xlarge = "ml.m5.xlarge" 26372 26373 // InstanceTypeMlM52xlarge is a InstanceType enum value 26374 InstanceTypeMlM52xlarge = "ml.m5.2xlarge" 26375 26376 // InstanceTypeMlM54xlarge is a InstanceType enum value 26377 InstanceTypeMlM54xlarge = "ml.m5.4xlarge" 26378 26379 // InstanceTypeMlM512xlarge is a InstanceType enum value 26380 InstanceTypeMlM512xlarge = "ml.m5.12xlarge" 26381 26382 // InstanceTypeMlM524xlarge is a InstanceType enum value 26383 InstanceTypeMlM524xlarge = "ml.m5.24xlarge" 26384 26385 // InstanceTypeMlC4Xlarge is a InstanceType enum value 26386 InstanceTypeMlC4Xlarge = "ml.c4.xlarge" 26387 26388 // InstanceTypeMlC42xlarge is a InstanceType enum value 26389 InstanceTypeMlC42xlarge = "ml.c4.2xlarge" 26390 26391 // InstanceTypeMlC44xlarge is a InstanceType enum value 26392 InstanceTypeMlC44xlarge = "ml.c4.4xlarge" 26393 26394 // InstanceTypeMlC48xlarge is a InstanceType enum value 26395 InstanceTypeMlC48xlarge = "ml.c4.8xlarge" 26396 26397 // InstanceTypeMlC5Xlarge is a InstanceType enum value 26398 InstanceTypeMlC5Xlarge = "ml.c5.xlarge" 26399 26400 // InstanceTypeMlC52xlarge is a InstanceType enum value 26401 InstanceTypeMlC52xlarge = "ml.c5.2xlarge" 26402 26403 // InstanceTypeMlC54xlarge is a InstanceType enum value 26404 InstanceTypeMlC54xlarge = "ml.c5.4xlarge" 26405 26406 // InstanceTypeMlC59xlarge is a InstanceType enum value 26407 InstanceTypeMlC59xlarge = "ml.c5.9xlarge" 26408 26409 // InstanceTypeMlC518xlarge is a InstanceType enum value 26410 InstanceTypeMlC518xlarge = "ml.c5.18xlarge" 26411 26412 // InstanceTypeMlC5dXlarge is a InstanceType enum value 26413 InstanceTypeMlC5dXlarge = "ml.c5d.xlarge" 26414 26415 // InstanceTypeMlC5d2xlarge is a InstanceType enum value 26416 InstanceTypeMlC5d2xlarge = "ml.c5d.2xlarge" 26417 26418 // InstanceTypeMlC5d4xlarge is a InstanceType enum value 26419 InstanceTypeMlC5d4xlarge = "ml.c5d.4xlarge" 26420 26421 // InstanceTypeMlC5d9xlarge is a InstanceType enum value 26422 InstanceTypeMlC5d9xlarge = "ml.c5d.9xlarge" 26423 26424 // InstanceTypeMlC5d18xlarge is a InstanceType enum value 26425 InstanceTypeMlC5d18xlarge = "ml.c5d.18xlarge" 26426 26427 // InstanceTypeMlP2Xlarge is a InstanceType enum value 26428 InstanceTypeMlP2Xlarge = "ml.p2.xlarge" 26429 26430 // InstanceTypeMlP28xlarge is a InstanceType enum value 26431 InstanceTypeMlP28xlarge = "ml.p2.8xlarge" 26432 26433 // InstanceTypeMlP216xlarge is a InstanceType enum value 26434 InstanceTypeMlP216xlarge = "ml.p2.16xlarge" 26435 26436 // InstanceTypeMlP32xlarge is a InstanceType enum value 26437 InstanceTypeMlP32xlarge = "ml.p3.2xlarge" 26438 26439 // InstanceTypeMlP38xlarge is a InstanceType enum value 26440 InstanceTypeMlP38xlarge = "ml.p3.8xlarge" 26441 26442 // InstanceTypeMlP316xlarge is a InstanceType enum value 26443 InstanceTypeMlP316xlarge = "ml.p3.16xlarge" 26444) 26445 26446const ( 26447 // JoinSourceInput is a JoinSource enum value 26448 JoinSourceInput = "Input" 26449 26450 // JoinSourceNone is a JoinSource enum value 26451 JoinSourceNone = "None" 26452) 26453 26454const ( 26455 // LabelingJobStatusInProgress is a LabelingJobStatus enum value 26456 LabelingJobStatusInProgress = "InProgress" 26457 26458 // LabelingJobStatusCompleted is a LabelingJobStatus enum value 26459 LabelingJobStatusCompleted = "Completed" 26460 26461 // LabelingJobStatusFailed is a LabelingJobStatus enum value 26462 LabelingJobStatusFailed = "Failed" 26463 26464 // LabelingJobStatusStopping is a LabelingJobStatus enum value 26465 LabelingJobStatusStopping = "Stopping" 26466 26467 // LabelingJobStatusStopped is a LabelingJobStatus enum value 26468 LabelingJobStatusStopped = "Stopped" 26469) 26470 26471const ( 26472 // ListCompilationJobsSortByName is a ListCompilationJobsSortBy enum value 26473 ListCompilationJobsSortByName = "Name" 26474 26475 // ListCompilationJobsSortByCreationTime is a ListCompilationJobsSortBy enum value 26476 ListCompilationJobsSortByCreationTime = "CreationTime" 26477 26478 // ListCompilationJobsSortByStatus is a ListCompilationJobsSortBy enum value 26479 ListCompilationJobsSortByStatus = "Status" 26480) 26481 26482const ( 26483 // ListLabelingJobsForWorkteamSortByOptionsCreationTime is a ListLabelingJobsForWorkteamSortByOptions enum value 26484 ListLabelingJobsForWorkteamSortByOptionsCreationTime = "CreationTime" 26485) 26486 26487const ( 26488 // ListWorkteamsSortByOptionsName is a ListWorkteamsSortByOptions enum value 26489 ListWorkteamsSortByOptionsName = "Name" 26490 26491 // ListWorkteamsSortByOptionsCreateDate is a ListWorkteamsSortByOptions enum value 26492 ListWorkteamsSortByOptionsCreateDate = "CreateDate" 26493) 26494 26495const ( 26496 // ModelPackageSortByName is a ModelPackageSortBy enum value 26497 ModelPackageSortByName = "Name" 26498 26499 // ModelPackageSortByCreationTime is a ModelPackageSortBy enum value 26500 ModelPackageSortByCreationTime = "CreationTime" 26501) 26502 26503const ( 26504 // ModelPackageStatusPending is a ModelPackageStatus enum value 26505 ModelPackageStatusPending = "Pending" 26506 26507 // ModelPackageStatusInProgress is a ModelPackageStatus enum value 26508 ModelPackageStatusInProgress = "InProgress" 26509 26510 // ModelPackageStatusCompleted is a ModelPackageStatus enum value 26511 ModelPackageStatusCompleted = "Completed" 26512 26513 // ModelPackageStatusFailed is a ModelPackageStatus enum value 26514 ModelPackageStatusFailed = "Failed" 26515 26516 // ModelPackageStatusDeleting is a ModelPackageStatus enum value 26517 ModelPackageStatusDeleting = "Deleting" 26518) 26519 26520const ( 26521 // ModelSortKeyName is a ModelSortKey enum value 26522 ModelSortKeyName = "Name" 26523 26524 // ModelSortKeyCreationTime is a ModelSortKey enum value 26525 ModelSortKeyCreationTime = "CreationTime" 26526) 26527 26528const ( 26529 // NotebookInstanceAcceleratorTypeMlEia1Medium is a NotebookInstanceAcceleratorType enum value 26530 NotebookInstanceAcceleratorTypeMlEia1Medium = "ml.eia1.medium" 26531 26532 // NotebookInstanceAcceleratorTypeMlEia1Large is a NotebookInstanceAcceleratorType enum value 26533 NotebookInstanceAcceleratorTypeMlEia1Large = "ml.eia1.large" 26534 26535 // NotebookInstanceAcceleratorTypeMlEia1Xlarge is a NotebookInstanceAcceleratorType enum value 26536 NotebookInstanceAcceleratorTypeMlEia1Xlarge = "ml.eia1.xlarge" 26537) 26538 26539const ( 26540 // NotebookInstanceLifecycleConfigSortKeyName is a NotebookInstanceLifecycleConfigSortKey enum value 26541 NotebookInstanceLifecycleConfigSortKeyName = "Name" 26542 26543 // NotebookInstanceLifecycleConfigSortKeyCreationTime is a NotebookInstanceLifecycleConfigSortKey enum value 26544 NotebookInstanceLifecycleConfigSortKeyCreationTime = "CreationTime" 26545 26546 // NotebookInstanceLifecycleConfigSortKeyLastModifiedTime is a NotebookInstanceLifecycleConfigSortKey enum value 26547 NotebookInstanceLifecycleConfigSortKeyLastModifiedTime = "LastModifiedTime" 26548) 26549 26550const ( 26551 // NotebookInstanceLifecycleConfigSortOrderAscending is a NotebookInstanceLifecycleConfigSortOrder enum value 26552 NotebookInstanceLifecycleConfigSortOrderAscending = "Ascending" 26553 26554 // NotebookInstanceLifecycleConfigSortOrderDescending is a NotebookInstanceLifecycleConfigSortOrder enum value 26555 NotebookInstanceLifecycleConfigSortOrderDescending = "Descending" 26556) 26557 26558const ( 26559 // NotebookInstanceSortKeyName is a NotebookInstanceSortKey enum value 26560 NotebookInstanceSortKeyName = "Name" 26561 26562 // NotebookInstanceSortKeyCreationTime is a NotebookInstanceSortKey enum value 26563 NotebookInstanceSortKeyCreationTime = "CreationTime" 26564 26565 // NotebookInstanceSortKeyStatus is a NotebookInstanceSortKey enum value 26566 NotebookInstanceSortKeyStatus = "Status" 26567) 26568 26569const ( 26570 // NotebookInstanceSortOrderAscending is a NotebookInstanceSortOrder enum value 26571 NotebookInstanceSortOrderAscending = "Ascending" 26572 26573 // NotebookInstanceSortOrderDescending is a NotebookInstanceSortOrder enum value 26574 NotebookInstanceSortOrderDescending = "Descending" 26575) 26576 26577const ( 26578 // NotebookInstanceStatusPending is a NotebookInstanceStatus enum value 26579 NotebookInstanceStatusPending = "Pending" 26580 26581 // NotebookInstanceStatusInService is a NotebookInstanceStatus enum value 26582 NotebookInstanceStatusInService = "InService" 26583 26584 // NotebookInstanceStatusStopping is a NotebookInstanceStatus enum value 26585 NotebookInstanceStatusStopping = "Stopping" 26586 26587 // NotebookInstanceStatusStopped is a NotebookInstanceStatus enum value 26588 NotebookInstanceStatusStopped = "Stopped" 26589 26590 // NotebookInstanceStatusFailed is a NotebookInstanceStatus enum value 26591 NotebookInstanceStatusFailed = "Failed" 26592 26593 // NotebookInstanceStatusDeleting is a NotebookInstanceStatus enum value 26594 NotebookInstanceStatusDeleting = "Deleting" 26595 26596 // NotebookInstanceStatusUpdating is a NotebookInstanceStatus enum value 26597 NotebookInstanceStatusUpdating = "Updating" 26598) 26599 26600const ( 26601 // ObjectiveStatusSucceeded is a ObjectiveStatus enum value 26602 ObjectiveStatusSucceeded = "Succeeded" 26603 26604 // ObjectiveStatusPending is a ObjectiveStatus enum value 26605 ObjectiveStatusPending = "Pending" 26606 26607 // ObjectiveStatusFailed is a ObjectiveStatus enum value 26608 ObjectiveStatusFailed = "Failed" 26609) 26610 26611const ( 26612 // OperatorEquals is a Operator enum value 26613 OperatorEquals = "Equals" 26614 26615 // OperatorNotEquals is a Operator enum value 26616 OperatorNotEquals = "NotEquals" 26617 26618 // OperatorGreaterThan is a Operator enum value 26619 OperatorGreaterThan = "GreaterThan" 26620 26621 // OperatorGreaterThanOrEqualTo is a Operator enum value 26622 OperatorGreaterThanOrEqualTo = "GreaterThanOrEqualTo" 26623 26624 // OperatorLessThan is a Operator enum value 26625 OperatorLessThan = "LessThan" 26626 26627 // OperatorLessThanOrEqualTo is a Operator enum value 26628 OperatorLessThanOrEqualTo = "LessThanOrEqualTo" 26629 26630 // OperatorContains is a Operator enum value 26631 OperatorContains = "Contains" 26632) 26633 26634const ( 26635 // OrderKeyAscending is a OrderKey enum value 26636 OrderKeyAscending = "Ascending" 26637 26638 // OrderKeyDescending is a OrderKey enum value 26639 OrderKeyDescending = "Descending" 26640) 26641 26642const ( 26643 // ParameterTypeInteger is a ParameterType enum value 26644 ParameterTypeInteger = "Integer" 26645 26646 // ParameterTypeContinuous is a ParameterType enum value 26647 ParameterTypeContinuous = "Continuous" 26648 26649 // ParameterTypeCategorical is a ParameterType enum value 26650 ParameterTypeCategorical = "Categorical" 26651 26652 // ParameterTypeFreeText is a ParameterType enum value 26653 ParameterTypeFreeText = "FreeText" 26654) 26655 26656const ( 26657 // ProductionVariantAcceleratorTypeMlEia1Medium is a ProductionVariantAcceleratorType enum value 26658 ProductionVariantAcceleratorTypeMlEia1Medium = "ml.eia1.medium" 26659 26660 // ProductionVariantAcceleratorTypeMlEia1Large is a ProductionVariantAcceleratorType enum value 26661 ProductionVariantAcceleratorTypeMlEia1Large = "ml.eia1.large" 26662 26663 // ProductionVariantAcceleratorTypeMlEia1Xlarge is a ProductionVariantAcceleratorType enum value 26664 ProductionVariantAcceleratorTypeMlEia1Xlarge = "ml.eia1.xlarge" 26665) 26666 26667const ( 26668 // ProductionVariantInstanceTypeMlT2Medium is a ProductionVariantInstanceType enum value 26669 ProductionVariantInstanceTypeMlT2Medium = "ml.t2.medium" 26670 26671 // ProductionVariantInstanceTypeMlT2Large is a ProductionVariantInstanceType enum value 26672 ProductionVariantInstanceTypeMlT2Large = "ml.t2.large" 26673 26674 // ProductionVariantInstanceTypeMlT2Xlarge is a ProductionVariantInstanceType enum value 26675 ProductionVariantInstanceTypeMlT2Xlarge = "ml.t2.xlarge" 26676 26677 // ProductionVariantInstanceTypeMlT22xlarge is a ProductionVariantInstanceType enum value 26678 ProductionVariantInstanceTypeMlT22xlarge = "ml.t2.2xlarge" 26679 26680 // ProductionVariantInstanceTypeMlM4Xlarge is a ProductionVariantInstanceType enum value 26681 ProductionVariantInstanceTypeMlM4Xlarge = "ml.m4.xlarge" 26682 26683 // ProductionVariantInstanceTypeMlM42xlarge is a ProductionVariantInstanceType enum value 26684 ProductionVariantInstanceTypeMlM42xlarge = "ml.m4.2xlarge" 26685 26686 // ProductionVariantInstanceTypeMlM44xlarge is a ProductionVariantInstanceType enum value 26687 ProductionVariantInstanceTypeMlM44xlarge = "ml.m4.4xlarge" 26688 26689 // ProductionVariantInstanceTypeMlM410xlarge is a ProductionVariantInstanceType enum value 26690 ProductionVariantInstanceTypeMlM410xlarge = "ml.m4.10xlarge" 26691 26692 // ProductionVariantInstanceTypeMlM416xlarge is a ProductionVariantInstanceType enum value 26693 ProductionVariantInstanceTypeMlM416xlarge = "ml.m4.16xlarge" 26694 26695 // ProductionVariantInstanceTypeMlM5Large is a ProductionVariantInstanceType enum value 26696 ProductionVariantInstanceTypeMlM5Large = "ml.m5.large" 26697 26698 // ProductionVariantInstanceTypeMlM5Xlarge is a ProductionVariantInstanceType enum value 26699 ProductionVariantInstanceTypeMlM5Xlarge = "ml.m5.xlarge" 26700 26701 // ProductionVariantInstanceTypeMlM52xlarge is a ProductionVariantInstanceType enum value 26702 ProductionVariantInstanceTypeMlM52xlarge = "ml.m5.2xlarge" 26703 26704 // ProductionVariantInstanceTypeMlM54xlarge is a ProductionVariantInstanceType enum value 26705 ProductionVariantInstanceTypeMlM54xlarge = "ml.m5.4xlarge" 26706 26707 // ProductionVariantInstanceTypeMlM512xlarge is a ProductionVariantInstanceType enum value 26708 ProductionVariantInstanceTypeMlM512xlarge = "ml.m5.12xlarge" 26709 26710 // ProductionVariantInstanceTypeMlM524xlarge is a ProductionVariantInstanceType enum value 26711 ProductionVariantInstanceTypeMlM524xlarge = "ml.m5.24xlarge" 26712 26713 // ProductionVariantInstanceTypeMlC4Large is a ProductionVariantInstanceType enum value 26714 ProductionVariantInstanceTypeMlC4Large = "ml.c4.large" 26715 26716 // ProductionVariantInstanceTypeMlC4Xlarge is a ProductionVariantInstanceType enum value 26717 ProductionVariantInstanceTypeMlC4Xlarge = "ml.c4.xlarge" 26718 26719 // ProductionVariantInstanceTypeMlC42xlarge is a ProductionVariantInstanceType enum value 26720 ProductionVariantInstanceTypeMlC42xlarge = "ml.c4.2xlarge" 26721 26722 // ProductionVariantInstanceTypeMlC44xlarge is a ProductionVariantInstanceType enum value 26723 ProductionVariantInstanceTypeMlC44xlarge = "ml.c4.4xlarge" 26724 26725 // ProductionVariantInstanceTypeMlC48xlarge is a ProductionVariantInstanceType enum value 26726 ProductionVariantInstanceTypeMlC48xlarge = "ml.c4.8xlarge" 26727 26728 // ProductionVariantInstanceTypeMlP2Xlarge is a ProductionVariantInstanceType enum value 26729 ProductionVariantInstanceTypeMlP2Xlarge = "ml.p2.xlarge" 26730 26731 // ProductionVariantInstanceTypeMlP28xlarge is a ProductionVariantInstanceType enum value 26732 ProductionVariantInstanceTypeMlP28xlarge = "ml.p2.8xlarge" 26733 26734 // ProductionVariantInstanceTypeMlP216xlarge is a ProductionVariantInstanceType enum value 26735 ProductionVariantInstanceTypeMlP216xlarge = "ml.p2.16xlarge" 26736 26737 // ProductionVariantInstanceTypeMlP32xlarge is a ProductionVariantInstanceType enum value 26738 ProductionVariantInstanceTypeMlP32xlarge = "ml.p3.2xlarge" 26739 26740 // ProductionVariantInstanceTypeMlP38xlarge is a ProductionVariantInstanceType enum value 26741 ProductionVariantInstanceTypeMlP38xlarge = "ml.p3.8xlarge" 26742 26743 // ProductionVariantInstanceTypeMlP316xlarge is a ProductionVariantInstanceType enum value 26744 ProductionVariantInstanceTypeMlP316xlarge = "ml.p3.16xlarge" 26745 26746 // ProductionVariantInstanceTypeMlC5Large is a ProductionVariantInstanceType enum value 26747 ProductionVariantInstanceTypeMlC5Large = "ml.c5.large" 26748 26749 // ProductionVariantInstanceTypeMlC5Xlarge is a ProductionVariantInstanceType enum value 26750 ProductionVariantInstanceTypeMlC5Xlarge = "ml.c5.xlarge" 26751 26752 // ProductionVariantInstanceTypeMlC52xlarge is a ProductionVariantInstanceType enum value 26753 ProductionVariantInstanceTypeMlC52xlarge = "ml.c5.2xlarge" 26754 26755 // ProductionVariantInstanceTypeMlC54xlarge is a ProductionVariantInstanceType enum value 26756 ProductionVariantInstanceTypeMlC54xlarge = "ml.c5.4xlarge" 26757 26758 // ProductionVariantInstanceTypeMlC59xlarge is a ProductionVariantInstanceType enum value 26759 ProductionVariantInstanceTypeMlC59xlarge = "ml.c5.9xlarge" 26760 26761 // ProductionVariantInstanceTypeMlC518xlarge is a ProductionVariantInstanceType enum value 26762 ProductionVariantInstanceTypeMlC518xlarge = "ml.c5.18xlarge" 26763) 26764 26765const ( 26766 // RecordWrapperNone is a RecordWrapper enum value 26767 RecordWrapperNone = "None" 26768 26769 // RecordWrapperRecordIo is a RecordWrapper enum value 26770 RecordWrapperRecordIo = "RecordIO" 26771) 26772 26773const ( 26774 // ResourceTypeTrainingJob is a ResourceType enum value 26775 ResourceTypeTrainingJob = "TrainingJob" 26776) 26777 26778const ( 26779 // RootAccessEnabled is a RootAccess enum value 26780 RootAccessEnabled = "Enabled" 26781 26782 // RootAccessDisabled is a RootAccess enum value 26783 RootAccessDisabled = "Disabled" 26784) 26785 26786const ( 26787 // S3DataDistributionFullyReplicated is a S3DataDistribution enum value 26788 S3DataDistributionFullyReplicated = "FullyReplicated" 26789 26790 // S3DataDistributionShardedByS3key is a S3DataDistribution enum value 26791 S3DataDistributionShardedByS3key = "ShardedByS3Key" 26792) 26793 26794const ( 26795 // S3DataTypeManifestFile is a S3DataType enum value 26796 S3DataTypeManifestFile = "ManifestFile" 26797 26798 // S3DataTypeS3prefix is a S3DataType enum value 26799 S3DataTypeS3prefix = "S3Prefix" 26800 26801 // S3DataTypeAugmentedManifestFile is a S3DataType enum value 26802 S3DataTypeAugmentedManifestFile = "AugmentedManifestFile" 26803) 26804 26805const ( 26806 // SearchSortOrderAscending is a SearchSortOrder enum value 26807 SearchSortOrderAscending = "Ascending" 26808 26809 // SearchSortOrderDescending is a SearchSortOrder enum value 26810 SearchSortOrderDescending = "Descending" 26811) 26812 26813const ( 26814 // SecondaryStatusStarting is a SecondaryStatus enum value 26815 SecondaryStatusStarting = "Starting" 26816 26817 // SecondaryStatusLaunchingMlinstances is a SecondaryStatus enum value 26818 SecondaryStatusLaunchingMlinstances = "LaunchingMLInstances" 26819 26820 // SecondaryStatusPreparingTrainingStack is a SecondaryStatus enum value 26821 SecondaryStatusPreparingTrainingStack = "PreparingTrainingStack" 26822 26823 // SecondaryStatusDownloading is a SecondaryStatus enum value 26824 SecondaryStatusDownloading = "Downloading" 26825 26826 // SecondaryStatusDownloadingTrainingImage is a SecondaryStatus enum value 26827 SecondaryStatusDownloadingTrainingImage = "DownloadingTrainingImage" 26828 26829 // SecondaryStatusTraining is a SecondaryStatus enum value 26830 SecondaryStatusTraining = "Training" 26831 26832 // SecondaryStatusUploading is a SecondaryStatus enum value 26833 SecondaryStatusUploading = "Uploading" 26834 26835 // SecondaryStatusStopping is a SecondaryStatus enum value 26836 SecondaryStatusStopping = "Stopping" 26837 26838 // SecondaryStatusStopped is a SecondaryStatus enum value 26839 SecondaryStatusStopped = "Stopped" 26840 26841 // SecondaryStatusMaxRuntimeExceeded is a SecondaryStatus enum value 26842 SecondaryStatusMaxRuntimeExceeded = "MaxRuntimeExceeded" 26843 26844 // SecondaryStatusCompleted is a SecondaryStatus enum value 26845 SecondaryStatusCompleted = "Completed" 26846 26847 // SecondaryStatusFailed is a SecondaryStatus enum value 26848 SecondaryStatusFailed = "Failed" 26849 26850 // SecondaryStatusInterrupted is a SecondaryStatus enum value 26851 SecondaryStatusInterrupted = "Interrupted" 26852 26853 // SecondaryStatusMaxWaitTimeExceeded is a SecondaryStatus enum value 26854 SecondaryStatusMaxWaitTimeExceeded = "MaxWaitTimeExceeded" 26855) 26856 26857const ( 26858 // SortByName is a SortBy enum value 26859 SortByName = "Name" 26860 26861 // SortByCreationTime is a SortBy enum value 26862 SortByCreationTime = "CreationTime" 26863 26864 // SortByStatus is a SortBy enum value 26865 SortByStatus = "Status" 26866) 26867 26868const ( 26869 // SortOrderAscending is a SortOrder enum value 26870 SortOrderAscending = "Ascending" 26871 26872 // SortOrderDescending is a SortOrder enum value 26873 SortOrderDescending = "Descending" 26874) 26875 26876const ( 26877 // SplitTypeNone is a SplitType enum value 26878 SplitTypeNone = "None" 26879 26880 // SplitTypeLine is a SplitType enum value 26881 SplitTypeLine = "Line" 26882 26883 // SplitTypeRecordIo is a SplitType enum value 26884 SplitTypeRecordIo = "RecordIO" 26885 26886 // SplitTypeTfrecord is a SplitType enum value 26887 SplitTypeTfrecord = "TFRecord" 26888) 26889 26890const ( 26891 // TargetDeviceLambda is a TargetDevice enum value 26892 TargetDeviceLambda = "lambda" 26893 26894 // TargetDeviceMlM4 is a TargetDevice enum value 26895 TargetDeviceMlM4 = "ml_m4" 26896 26897 // TargetDeviceMlM5 is a TargetDevice enum value 26898 TargetDeviceMlM5 = "ml_m5" 26899 26900 // TargetDeviceMlC4 is a TargetDevice enum value 26901 TargetDeviceMlC4 = "ml_c4" 26902 26903 // TargetDeviceMlC5 is a TargetDevice enum value 26904 TargetDeviceMlC5 = "ml_c5" 26905 26906 // TargetDeviceMlP2 is a TargetDevice enum value 26907 TargetDeviceMlP2 = "ml_p2" 26908 26909 // TargetDeviceMlP3 is a TargetDevice enum value 26910 TargetDeviceMlP3 = "ml_p3" 26911 26912 // TargetDeviceJetsonTx1 is a TargetDevice enum value 26913 TargetDeviceJetsonTx1 = "jetson_tx1" 26914 26915 // TargetDeviceJetsonTx2 is a TargetDevice enum value 26916 TargetDeviceJetsonTx2 = "jetson_tx2" 26917 26918 // TargetDeviceJetsonNano is a TargetDevice enum value 26919 TargetDeviceJetsonNano = "jetson_nano" 26920 26921 // TargetDeviceRasp3b is a TargetDevice enum value 26922 TargetDeviceRasp3b = "rasp3b" 26923 26924 // TargetDeviceDeeplens is a TargetDevice enum value 26925 TargetDeviceDeeplens = "deeplens" 26926 26927 // TargetDeviceRk3399 is a TargetDevice enum value 26928 TargetDeviceRk3399 = "rk3399" 26929 26930 // TargetDeviceRk3288 is a TargetDevice enum value 26931 TargetDeviceRk3288 = "rk3288" 26932 26933 // TargetDeviceAisage is a TargetDevice enum value 26934 TargetDeviceAisage = "aisage" 26935 26936 // TargetDeviceSbeC is a TargetDevice enum value 26937 TargetDeviceSbeC = "sbe_c" 26938 26939 // TargetDeviceQcs605 is a TargetDevice enum value 26940 TargetDeviceQcs605 = "qcs605" 26941 26942 // TargetDeviceQcs603 is a TargetDevice enum value 26943 TargetDeviceQcs603 = "qcs603" 26944) 26945 26946const ( 26947 // TrainingInputModePipe is a TrainingInputMode enum value 26948 TrainingInputModePipe = "Pipe" 26949 26950 // TrainingInputModeFile is a TrainingInputMode enum value 26951 TrainingInputModeFile = "File" 26952) 26953 26954const ( 26955 // TrainingInstanceTypeMlM4Xlarge is a TrainingInstanceType enum value 26956 TrainingInstanceTypeMlM4Xlarge = "ml.m4.xlarge" 26957 26958 // TrainingInstanceTypeMlM42xlarge is a TrainingInstanceType enum value 26959 TrainingInstanceTypeMlM42xlarge = "ml.m4.2xlarge" 26960 26961 // TrainingInstanceTypeMlM44xlarge is a TrainingInstanceType enum value 26962 TrainingInstanceTypeMlM44xlarge = "ml.m4.4xlarge" 26963 26964 // TrainingInstanceTypeMlM410xlarge is a TrainingInstanceType enum value 26965 TrainingInstanceTypeMlM410xlarge = "ml.m4.10xlarge" 26966 26967 // TrainingInstanceTypeMlM416xlarge is a TrainingInstanceType enum value 26968 TrainingInstanceTypeMlM416xlarge = "ml.m4.16xlarge" 26969 26970 // TrainingInstanceTypeMlM5Large is a TrainingInstanceType enum value 26971 TrainingInstanceTypeMlM5Large = "ml.m5.large" 26972 26973 // TrainingInstanceTypeMlM5Xlarge is a TrainingInstanceType enum value 26974 TrainingInstanceTypeMlM5Xlarge = "ml.m5.xlarge" 26975 26976 // TrainingInstanceTypeMlM52xlarge is a TrainingInstanceType enum value 26977 TrainingInstanceTypeMlM52xlarge = "ml.m5.2xlarge" 26978 26979 // TrainingInstanceTypeMlM54xlarge is a TrainingInstanceType enum value 26980 TrainingInstanceTypeMlM54xlarge = "ml.m5.4xlarge" 26981 26982 // TrainingInstanceTypeMlM512xlarge is a TrainingInstanceType enum value 26983 TrainingInstanceTypeMlM512xlarge = "ml.m5.12xlarge" 26984 26985 // TrainingInstanceTypeMlM524xlarge is a TrainingInstanceType enum value 26986 TrainingInstanceTypeMlM524xlarge = "ml.m5.24xlarge" 26987 26988 // TrainingInstanceTypeMlC4Xlarge is a TrainingInstanceType enum value 26989 TrainingInstanceTypeMlC4Xlarge = "ml.c4.xlarge" 26990 26991 // TrainingInstanceTypeMlC42xlarge is a TrainingInstanceType enum value 26992 TrainingInstanceTypeMlC42xlarge = "ml.c4.2xlarge" 26993 26994 // TrainingInstanceTypeMlC44xlarge is a TrainingInstanceType enum value 26995 TrainingInstanceTypeMlC44xlarge = "ml.c4.4xlarge" 26996 26997 // TrainingInstanceTypeMlC48xlarge is a TrainingInstanceType enum value 26998 TrainingInstanceTypeMlC48xlarge = "ml.c4.8xlarge" 26999 27000 // TrainingInstanceTypeMlP2Xlarge is a TrainingInstanceType enum value 27001 TrainingInstanceTypeMlP2Xlarge = "ml.p2.xlarge" 27002 27003 // TrainingInstanceTypeMlP28xlarge is a TrainingInstanceType enum value 27004 TrainingInstanceTypeMlP28xlarge = "ml.p2.8xlarge" 27005 27006 // TrainingInstanceTypeMlP216xlarge is a TrainingInstanceType enum value 27007 TrainingInstanceTypeMlP216xlarge = "ml.p2.16xlarge" 27008 27009 // TrainingInstanceTypeMlP32xlarge is a TrainingInstanceType enum value 27010 TrainingInstanceTypeMlP32xlarge = "ml.p3.2xlarge" 27011 27012 // TrainingInstanceTypeMlP38xlarge is a TrainingInstanceType enum value 27013 TrainingInstanceTypeMlP38xlarge = "ml.p3.8xlarge" 27014 27015 // TrainingInstanceTypeMlP316xlarge is a TrainingInstanceType enum value 27016 TrainingInstanceTypeMlP316xlarge = "ml.p3.16xlarge" 27017 27018 // TrainingInstanceTypeMlC5Xlarge is a TrainingInstanceType enum value 27019 TrainingInstanceTypeMlC5Xlarge = "ml.c5.xlarge" 27020 27021 // TrainingInstanceTypeMlC52xlarge is a TrainingInstanceType enum value 27022 TrainingInstanceTypeMlC52xlarge = "ml.c5.2xlarge" 27023 27024 // TrainingInstanceTypeMlC54xlarge is a TrainingInstanceType enum value 27025 TrainingInstanceTypeMlC54xlarge = "ml.c5.4xlarge" 27026 27027 // TrainingInstanceTypeMlC59xlarge is a TrainingInstanceType enum value 27028 TrainingInstanceTypeMlC59xlarge = "ml.c5.9xlarge" 27029 27030 // TrainingInstanceTypeMlC518xlarge is a TrainingInstanceType enum value 27031 TrainingInstanceTypeMlC518xlarge = "ml.c5.18xlarge" 27032 27033 // TrainingInstanceTypeMlP3dn24xlarge is a TrainingInstanceType enum value 27034 TrainingInstanceTypeMlP3dn24xlarge = "ml.p3dn.24xlarge" 27035) 27036 27037const ( 27038 // TrainingJobEarlyStoppingTypeOff is a TrainingJobEarlyStoppingType enum value 27039 TrainingJobEarlyStoppingTypeOff = "Off" 27040 27041 // TrainingJobEarlyStoppingTypeAuto is a TrainingJobEarlyStoppingType enum value 27042 TrainingJobEarlyStoppingTypeAuto = "Auto" 27043) 27044 27045const ( 27046 // TrainingJobSortByOptionsName is a TrainingJobSortByOptions enum value 27047 TrainingJobSortByOptionsName = "Name" 27048 27049 // TrainingJobSortByOptionsCreationTime is a TrainingJobSortByOptions enum value 27050 TrainingJobSortByOptionsCreationTime = "CreationTime" 27051 27052 // TrainingJobSortByOptionsStatus is a TrainingJobSortByOptions enum value 27053 TrainingJobSortByOptionsStatus = "Status" 27054 27055 // TrainingJobSortByOptionsFinalObjectiveMetricValue is a TrainingJobSortByOptions enum value 27056 TrainingJobSortByOptionsFinalObjectiveMetricValue = "FinalObjectiveMetricValue" 27057) 27058 27059const ( 27060 // TrainingJobStatusInProgress is a TrainingJobStatus enum value 27061 TrainingJobStatusInProgress = "InProgress" 27062 27063 // TrainingJobStatusCompleted is a TrainingJobStatus enum value 27064 TrainingJobStatusCompleted = "Completed" 27065 27066 // TrainingJobStatusFailed is a TrainingJobStatus enum value 27067 TrainingJobStatusFailed = "Failed" 27068 27069 // TrainingJobStatusStopping is a TrainingJobStatus enum value 27070 TrainingJobStatusStopping = "Stopping" 27071 27072 // TrainingJobStatusStopped is a TrainingJobStatus enum value 27073 TrainingJobStatusStopped = "Stopped" 27074) 27075 27076const ( 27077 // TransformInstanceTypeMlM4Xlarge is a TransformInstanceType enum value 27078 TransformInstanceTypeMlM4Xlarge = "ml.m4.xlarge" 27079 27080 // TransformInstanceTypeMlM42xlarge is a TransformInstanceType enum value 27081 TransformInstanceTypeMlM42xlarge = "ml.m4.2xlarge" 27082 27083 // TransformInstanceTypeMlM44xlarge is a TransformInstanceType enum value 27084 TransformInstanceTypeMlM44xlarge = "ml.m4.4xlarge" 27085 27086 // TransformInstanceTypeMlM410xlarge is a TransformInstanceType enum value 27087 TransformInstanceTypeMlM410xlarge = "ml.m4.10xlarge" 27088 27089 // TransformInstanceTypeMlM416xlarge is a TransformInstanceType enum value 27090 TransformInstanceTypeMlM416xlarge = "ml.m4.16xlarge" 27091 27092 // TransformInstanceTypeMlC4Xlarge is a TransformInstanceType enum value 27093 TransformInstanceTypeMlC4Xlarge = "ml.c4.xlarge" 27094 27095 // TransformInstanceTypeMlC42xlarge is a TransformInstanceType enum value 27096 TransformInstanceTypeMlC42xlarge = "ml.c4.2xlarge" 27097 27098 // TransformInstanceTypeMlC44xlarge is a TransformInstanceType enum value 27099 TransformInstanceTypeMlC44xlarge = "ml.c4.4xlarge" 27100 27101 // TransformInstanceTypeMlC48xlarge is a TransformInstanceType enum value 27102 TransformInstanceTypeMlC48xlarge = "ml.c4.8xlarge" 27103 27104 // TransformInstanceTypeMlP2Xlarge is a TransformInstanceType enum value 27105 TransformInstanceTypeMlP2Xlarge = "ml.p2.xlarge" 27106 27107 // TransformInstanceTypeMlP28xlarge is a TransformInstanceType enum value 27108 TransformInstanceTypeMlP28xlarge = "ml.p2.8xlarge" 27109 27110 // TransformInstanceTypeMlP216xlarge is a TransformInstanceType enum value 27111 TransformInstanceTypeMlP216xlarge = "ml.p2.16xlarge" 27112 27113 // TransformInstanceTypeMlP32xlarge is a TransformInstanceType enum value 27114 TransformInstanceTypeMlP32xlarge = "ml.p3.2xlarge" 27115 27116 // TransformInstanceTypeMlP38xlarge is a TransformInstanceType enum value 27117 TransformInstanceTypeMlP38xlarge = "ml.p3.8xlarge" 27118 27119 // TransformInstanceTypeMlP316xlarge is a TransformInstanceType enum value 27120 TransformInstanceTypeMlP316xlarge = "ml.p3.16xlarge" 27121 27122 // TransformInstanceTypeMlC5Xlarge is a TransformInstanceType enum value 27123 TransformInstanceTypeMlC5Xlarge = "ml.c5.xlarge" 27124 27125 // TransformInstanceTypeMlC52xlarge is a TransformInstanceType enum value 27126 TransformInstanceTypeMlC52xlarge = "ml.c5.2xlarge" 27127 27128 // TransformInstanceTypeMlC54xlarge is a TransformInstanceType enum value 27129 TransformInstanceTypeMlC54xlarge = "ml.c5.4xlarge" 27130 27131 // TransformInstanceTypeMlC59xlarge is a TransformInstanceType enum value 27132 TransformInstanceTypeMlC59xlarge = "ml.c5.9xlarge" 27133 27134 // TransformInstanceTypeMlC518xlarge is a TransformInstanceType enum value 27135 TransformInstanceTypeMlC518xlarge = "ml.c5.18xlarge" 27136 27137 // TransformInstanceTypeMlM5Large is a TransformInstanceType enum value 27138 TransformInstanceTypeMlM5Large = "ml.m5.large" 27139 27140 // TransformInstanceTypeMlM5Xlarge is a TransformInstanceType enum value 27141 TransformInstanceTypeMlM5Xlarge = "ml.m5.xlarge" 27142 27143 // TransformInstanceTypeMlM52xlarge is a TransformInstanceType enum value 27144 TransformInstanceTypeMlM52xlarge = "ml.m5.2xlarge" 27145 27146 // TransformInstanceTypeMlM54xlarge is a TransformInstanceType enum value 27147 TransformInstanceTypeMlM54xlarge = "ml.m5.4xlarge" 27148 27149 // TransformInstanceTypeMlM512xlarge is a TransformInstanceType enum value 27150 TransformInstanceTypeMlM512xlarge = "ml.m5.12xlarge" 27151 27152 // TransformInstanceTypeMlM524xlarge is a TransformInstanceType enum value 27153 TransformInstanceTypeMlM524xlarge = "ml.m5.24xlarge" 27154) 27155 27156const ( 27157 // TransformJobStatusInProgress is a TransformJobStatus enum value 27158 TransformJobStatusInProgress = "InProgress" 27159 27160 // TransformJobStatusCompleted is a TransformJobStatus enum value 27161 TransformJobStatusCompleted = "Completed" 27162 27163 // TransformJobStatusFailed is a TransformJobStatus enum value 27164 TransformJobStatusFailed = "Failed" 27165 27166 // TransformJobStatusStopping is a TransformJobStatus enum value 27167 TransformJobStatusStopping = "Stopping" 27168 27169 // TransformJobStatusStopped is a TransformJobStatus enum value 27170 TransformJobStatusStopped = "Stopped" 27171) 27172