// Code generated by smithy-go-codegen DO NOT EDIT. package sagemaker import ( "context" awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware" "github.com/aws/aws-sdk-go-v2/aws/signer/v4" "github.com/aws/aws-sdk-go-v2/service/sagemaker/types" "github.com/aws/smithy-go/middleware" smithyhttp "github.com/aws/smithy-go/transport/http" ) // Creates the definition for a model explainability job. func (c *Client) CreateModelExplainabilityJobDefinition(ctx context.Context, params *CreateModelExplainabilityJobDefinitionInput, optFns ...func(*Options)) (*CreateModelExplainabilityJobDefinitionOutput, error) { if params == nil { params = &CreateModelExplainabilityJobDefinitionInput{} } result, metadata, err := c.invokeOperation(ctx, "CreateModelExplainabilityJobDefinition", params, optFns, c.addOperationCreateModelExplainabilityJobDefinitionMiddlewares) if err != nil { return nil, err } out := result.(*CreateModelExplainabilityJobDefinitionOutput) out.ResultMetadata = metadata return out, nil } type CreateModelExplainabilityJobDefinitionInput struct { // The name of the model explainability job definition. The name must be unique // within an Amazon Web Services Region in the Amazon Web Services account. // // This member is required. JobDefinitionName *string // Identifies the resources to deploy for a monitoring job. // // This member is required. JobResources *types.MonitoringResources // Configures the model explainability job to run a specified Docker container // image. // // This member is required. ModelExplainabilityAppSpecification *types.ModelExplainabilityAppSpecification // Inputs for the model explainability job. // // This member is required. ModelExplainabilityJobInput *types.ModelExplainabilityJobInput // The output configuration for monitoring jobs. // // This member is required. ModelExplainabilityJobOutputConfig *types.MonitoringOutputConfig // The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume // to perform tasks on your behalf. // // This member is required. RoleArn *string // The baseline configuration for a model explainability job. ModelExplainabilityBaselineConfig *types.ModelExplainabilityBaselineConfig // Networking options for a model explainability job. NetworkConfig *types.MonitoringNetworkConfig // A time limit for how long the monitoring job is allowed to run before stopping. StoppingCondition *types.MonitoringStoppingCondition // (Optional) An array of key-value pairs. For more information, see Using Cost // Allocation Tags (https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL) // in the Amazon Web Services Billing and Cost Management User Guide. Tags []types.Tag noSmithyDocumentSerde } type CreateModelExplainabilityJobDefinitionOutput struct { // The Amazon Resource Name (ARN) of the model explainability job. // // This member is required. JobDefinitionArn *string // Metadata pertaining to the operation's result. ResultMetadata middleware.Metadata noSmithyDocumentSerde } func (c *Client) addOperationCreateModelExplainabilityJobDefinitionMiddlewares(stack *middleware.Stack, options Options) (err error) { err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateModelExplainabilityJobDefinition{}, middleware.After) if err != nil { return err } err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateModelExplainabilityJobDefinition{}, middleware.After) if err != nil { return err } if err = addSetLoggerMiddleware(stack, options); err != nil { return err } if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil { return err } if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil { return err } if err = addResolveEndpointMiddleware(stack, options); err != nil { return err } if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil { return err } if err = addRetryMiddlewares(stack, options); err != nil { return err } if err = addHTTPSignerV4Middleware(stack, options); err != nil { return err } if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil { return err } if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil { return err } if err = addClientUserAgent(stack, options); err != nil { return err } if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil { return err } if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil { return err } if err = addOpCreateModelExplainabilityJobDefinitionValidationMiddleware(stack); err != nil { return err } if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateModelExplainabilityJobDefinition(options.Region), middleware.Before); err != nil { return err } if err = awsmiddleware.AddRecursionDetection(stack); err != nil { return err } if err = addRequestIDRetrieverMiddleware(stack); err != nil { return err } if err = addResponseErrorMiddleware(stack); err != nil { return err } if err = addRequestResponseLogging(stack, options); err != nil { return err } return nil } func newServiceMetadataMiddleware_opCreateModelExplainabilityJobDefinition(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "sagemaker", OperationName: "CreateModelExplainabilityJobDefinition", } }