// Code generated by private/model/cli/gen-api/main.go. DO NOT EDIT. package sagemaker import ( "context" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/internal/awsutil" ) type CreateCompilationJobInput struct { _ struct{} `type:"structure"` // A name for the model compilation job. The name must be unique within the // AWS Region and within your AWS account. // // CompilationJobName is a required field CompilationJobName *string `min:"1" type:"string" required:"true"` // Provides information about the location of input model artifacts, the name // and shape of the expected data inputs, and the framework in which the model // was trained. // // InputConfig is a required field InputConfig *InputConfig `type:"structure" required:"true"` // Provides information about the output location for the compiled model and // the target device the model runs on. // // OutputConfig is a required field OutputConfig *OutputConfig `type:"structure" required:"true"` // The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker // to perform tasks on your behalf. // // During model compilation, Amazon SageMaker needs your permission to: // // * Read input data from an S3 bucket // // * Write model artifacts to an S3 bucket // // * Write logs to Amazon CloudWatch Logs // // * Publish metrics to Amazon CloudWatch // // You grant permissions for all of these tasks to an IAM role. To pass this // role to Amazon SageMaker, the caller of this API must have the iam:PassRole // permission. For more information, see Amazon SageMaker Roles. (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html) // // RoleArn is a required field RoleArn *string `min:"20" type:"string" required:"true"` // Specifies a limit to how long a model compilation job can run. When the job // reaches the time limit, Amazon SageMaker ends the compilation job. Use this // API to cap model training costs. // // StoppingCondition is a required field StoppingCondition *StoppingCondition `type:"structure" required:"true"` } // String returns the string representation func (s CreateCompilationJobInput) String() string { return awsutil.Prettify(s) } // Validate inspects the fields of the type to determine if they are valid. func (s *CreateCompilationJobInput) Validate() error { invalidParams := aws.ErrInvalidParams{Context: "CreateCompilationJobInput"} if s.CompilationJobName == nil { invalidParams.Add(aws.NewErrParamRequired("CompilationJobName")) } if s.CompilationJobName != nil && len(*s.CompilationJobName) < 1 { invalidParams.Add(aws.NewErrParamMinLen("CompilationJobName", 1)) } if s.InputConfig == nil { invalidParams.Add(aws.NewErrParamRequired("InputConfig")) } if s.OutputConfig == nil { invalidParams.Add(aws.NewErrParamRequired("OutputConfig")) } if s.RoleArn == nil { invalidParams.Add(aws.NewErrParamRequired("RoleArn")) } if s.RoleArn != nil && len(*s.RoleArn) < 20 { invalidParams.Add(aws.NewErrParamMinLen("RoleArn", 20)) } if s.StoppingCondition == nil { invalidParams.Add(aws.NewErrParamRequired("StoppingCondition")) } if s.InputConfig != nil { if err := s.InputConfig.Validate(); err != nil { invalidParams.AddNested("InputConfig", err.(aws.ErrInvalidParams)) } } if s.OutputConfig != nil { if err := s.OutputConfig.Validate(); err != nil { invalidParams.AddNested("OutputConfig", err.(aws.ErrInvalidParams)) } } if s.StoppingCondition != nil { if err := s.StoppingCondition.Validate(); err != nil { invalidParams.AddNested("StoppingCondition", err.(aws.ErrInvalidParams)) } } if invalidParams.Len() > 0 { return invalidParams } return nil } type CreateCompilationJobOutput struct { _ struct{} `type:"structure"` // If the action is successful, the service sends back an HTTP 200 response. // Amazon SageMaker returns the following data in JSON format: // // * CompilationJobArn: The Amazon Resource Name (ARN) of the compiled job. // // CompilationJobArn is a required field CompilationJobArn *string `type:"string" required:"true"` } // String returns the string representation func (s CreateCompilationJobOutput) String() string { return awsutil.Prettify(s) } const opCreateCompilationJob = "CreateCompilationJob" // CreateCompilationJobRequest returns a request value for making API operation for // Amazon SageMaker Service. // // Starts a model compilation job. After the model has been compiled, Amazon // SageMaker saves the resulting model artifacts to an Amazon Simple Storage // Service (Amazon S3) bucket that you specify. // // If you choose to host your model using Amazon SageMaker hosting services, // you can use the resulting model artifacts as part of the model. You can also // use the artifacts with AWS IoT Greengrass. In that case, deploy them as an // ML resource. // // In the request body, you provide the following: // // * A name for the compilation job // // * Information about the input model artifacts // // * The output location for the compiled model and the device (target) that // the model runs on // // * The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker // assumes to perform the model compilation job // // You can also provide a Tag to track the model compilation job's resource // use and costs. The response body contains the CompilationJobArn for the compiled // job. // // To stop a model compilation job, use StopCompilationJob. To get information // about a particular model compilation job, use DescribeCompilationJob. To // get information about multiple model compilation jobs, use ListCompilationJobs. // // // Example sending a request using CreateCompilationJobRequest. // req := client.CreateCompilationJobRequest(params) // resp, err := req.Send(context.TODO()) // if err == nil { // fmt.Println(resp) // } // // Please also see https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob func (c *Client) CreateCompilationJobRequest(input *CreateCompilationJobInput) CreateCompilationJobRequest { op := &aws.Operation{ Name: opCreateCompilationJob, HTTPMethod: "POST", HTTPPath: "/", } if input == nil { input = &CreateCompilationJobInput{} } req := c.newRequest(op, input, &CreateCompilationJobOutput{}) return CreateCompilationJobRequest{Request: req, Input: input, Copy: c.CreateCompilationJobRequest} } // CreateCompilationJobRequest is the request type for the // CreateCompilationJob API operation. type CreateCompilationJobRequest struct { *aws.Request Input *CreateCompilationJobInput Copy func(*CreateCompilationJobInput) CreateCompilationJobRequest } // Send marshals and sends the CreateCompilationJob API request. func (r CreateCompilationJobRequest) Send(ctx context.Context) (*CreateCompilationJobResponse, error) { r.Request.SetContext(ctx) err := r.Request.Send() if err != nil { return nil, err } resp := &CreateCompilationJobResponse{ CreateCompilationJobOutput: r.Request.Data.(*CreateCompilationJobOutput), response: &aws.Response{Request: r.Request}, } return resp, nil } // CreateCompilationJobResponse is the response type for the // CreateCompilationJob API operation. type CreateCompilationJobResponse struct { *CreateCompilationJobOutput response *aws.Response } // SDKResponseMetdata returns the response metadata for the // CreateCompilationJob request. func (r *CreateCompilationJobResponse) SDKResponseMetdata() *aws.Response { return r.response }