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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 processing job.
func (c *Client) CreateProcessingJob(ctx context.Context, params *CreateProcessingJobInput, optFns ...func(*Options)) (*CreateProcessingJobOutput, error) {
if params == nil {
params = &CreateProcessingJobInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateProcessingJob", params, optFns, c.addOperationCreateProcessingJobMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateProcessingJobOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateProcessingJobInput struct {
// Configures the processing job to run a specified Docker container image.
//
// This member is required.
AppSpecification *types.AppSpecification
// The name of the processing job. The name must be unique within an Amazon Web
// Services Region in the Amazon Web Services account.
//
// This member is required.
ProcessingJobName *string
// Identifies the resources, ML compute instances, and ML storage volumes to
// deploy for a processing job. In distributed training, you specify more than one
// instance.
//
// This member is required.
ProcessingResources *types.ProcessingResources
// 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 environment variables to set in the Docker container. Up to 100 key and
// values entries in the map are supported.
Environment map[string]string
// Associates a SageMaker job as a trial component with an experiment and trial.
// Specified when you call the following APIs:
// - CreateProcessingJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateProcessingJob.html)
// - CreateTrainingJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTrainingJob.html)
// - CreateTransformJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTransformJob.html)
ExperimentConfig *types.ExperimentConfig
// Networking options for a processing job, such as whether to allow inbound and
// outbound network calls to and from processing containers, and the VPC subnets
// and security groups to use for VPC-enabled processing jobs.
NetworkConfig *types.NetworkConfig
// An array of inputs configuring the data to download into the processing
// container.
ProcessingInputs []types.ProcessingInput
// Output configuration for the processing job.
ProcessingOutputConfig *types.ProcessingOutputConfig
// The time limit for how long the processing job is allowed to run.
StoppingCondition *types.ProcessingStoppingCondition
// (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 CreateProcessingJobOutput struct {
// The Amazon Resource Name (ARN) of the processing job.
//
// This member is required.
ProcessingJobArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateProcessingJobMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateProcessingJob{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateProcessingJob{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateProcessingJob"); 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 = addOpCreateProcessingJobValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateProcessingJob(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_opCreateProcessingJob(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateProcessingJob",
}
}
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