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// Code generated by smithy-go-codegen DO NOT EDIT.
package sagemaker
import (
"context"
"fmt"
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) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
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 := addProtocolFinalizerMiddlewares(stack, options, "CreateDataQualityJobDefinition"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); 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 = 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 = addSetLegacyContextSigningOptionsMiddleware(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
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opCreateDataQualityJobDefinition(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateDataQualityJobDefinition",
}
}
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