// 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 a definition for a job that monitors data quality and drift. For // information about model monitor, see Amazon SageMaker Model Monitor (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html) // . func (c *Client) CreateDataQualityJobDefinition(ctx context.Context, params *CreateDataQualityJobDefinitionInput, optFns ...func(*Options)) (*CreateDataQualityJobDefinitionOutput, error) { if params == nil { params = &CreateDataQualityJobDefinitionInput{} } result, metadata, err := c.invokeOperation(ctx, "CreateDataQualityJobDefinition", params, optFns, c.addOperationCreateDataQualityJobDefinitionMiddlewares) if err != nil { return nil, err } out := result.(*CreateDataQualityJobDefinitionOutput) out.ResultMetadata = metadata return out, nil } type CreateDataQualityJobDefinitionInput struct { // Specifies the container that runs the monitoring job. // // This member is required. DataQualityAppSpecification *types.DataQualityAppSpecification // A list of inputs for the monitoring job. Currently endpoints are supported as // monitoring inputs. // // This member is required. DataQualityJobInput *types.DataQualityJobInput // The output configuration for monitoring jobs. // // This member is required. DataQualityJobOutputConfig *types.MonitoringOutputConfig // The name for the monitoring job definition. // // This member is required. JobDefinitionName *string // Identifies the resources to deploy for a monitoring job. // // This member is required. JobResources *types.MonitoringResources // 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 // Configures the constraints and baselines for the monitoring job. DataQualityBaselineConfig *types.DataQualityBaselineConfig // Specifies networking configuration for the monitoring 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 CreateDataQualityJobDefinitionOutput struct { // The Amazon Resource Name (ARN) of the job definition. // // This member is required. JobDefinitionArn *string // Metadata pertaining to the operation's result. ResultMetadata middleware.Metadata noSmithyDocumentSerde } func (c *Client) addOperationCreateDataQualityJobDefinitionMiddlewares(stack *middleware.Stack, options Options) (err error) { err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateDataQualityJobDefinition{}, middleware.After) if err != nil { return err } err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateDataQualityJobDefinition{}, 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 = addOpCreateDataQualityJobDefinitionValidationMiddleware(stack); err != nil { return err } if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDataQualityJobDefinition(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_opCreateDataQualityJobDefinition(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "sagemaker", OperationName: "CreateDataQualityJobDefinition", } }