/
api_op_CreateModelQualityJobDefinition.go
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/
api_op_CreateModelQualityJobDefinition.go
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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/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 model 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) CreateModelQualityJobDefinition(ctx context.Context, params *CreateModelQualityJobDefinitionInput, optFns ...func(*Options)) (*CreateModelQualityJobDefinitionOutput, error) {
if params == nil {
params = &CreateModelQualityJobDefinitionInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateModelQualityJobDefinition", params, optFns, c.addOperationCreateModelQualityJobDefinitionMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateModelQualityJobDefinitionOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateModelQualityJobDefinitionInput struct {
// The name of 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 container that runs the monitoring job.
//
// This member is required.
ModelQualityAppSpecification *types.ModelQualityAppSpecification
// A list of the inputs that are monitored. Currently endpoints are supported.
//
// This member is required.
ModelQualityJobInput *types.ModelQualityJobInput
// The output configuration for monitoring jobs.
//
// This member is required.
ModelQualityJobOutputConfig *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
// Specifies the constraints and baselines for the monitoring job.
ModelQualityBaselineConfig *types.ModelQualityBaselineConfig
// Specifies the network 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 CreateModelQualityJobDefinitionOutput struct {
// The Amazon Resource Name (ARN) of the model quality monitoring job.
//
// This member is required.
JobDefinitionArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateModelQualityJobDefinitionMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateModelQualityJobDefinition{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateModelQualityJobDefinition{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateModelQualityJobDefinition"); 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 = addClientRequestID(stack); err != nil {
return err
}
if err = addComputeContentLength(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = addComputePayloadSHA256(stack); err != nil {
return err
}
if err = addRetry(stack, options); err != nil {
return err
}
if err = addRawResponseToMetadata(stack); err != nil {
return err
}
if err = 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 = addOpCreateModelQualityJobDefinitionValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateModelQualityJobDefinition(options.Region), middleware.Before); err != nil {
return err
}
if err = 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_opCreateModelQualityJobDefinition(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateModelQualityJobDefinition",
}
}