/
api_op_CreateDatasetImportJob.go
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/
api_op_CreateDatasetImportJob.go
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// Code generated by smithy-go-codegen DO NOT EDIT.
package personalize
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/personalize/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Creates a job that imports training data from your data source (an Amazon S3
// bucket) to an Amazon Personalize dataset. To allow Amazon Personalize to import
// the training data, you must specify an IAM service role that has permission to
// read from the data source, as Amazon Personalize makes a copy of your data and
// processes it internally. For information on granting access to your Amazon S3
// bucket, see Giving Amazon Personalize Access to Amazon S3 Resources
// (https://docs.aws.amazon.com/personalize/latest/dg/granting-personalize-s3-access.html).
// The dataset import job replaces any existing data in the dataset that you
// imported in bulk. Status A dataset import job can be in one of the following
// states:
//
// * CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
//
// To
// get the status of the import job, call DescribeDatasetImportJob, providing the
// Amazon Resource Name (ARN) of the dataset import job. The dataset import is
// complete when the status shows as ACTIVE. If the status shows as CREATE FAILED,
// the response includes a failureReason key, which describes why the job failed.
// Importing takes time. You must wait until the status shows as ACTIVE before
// training a model using the dataset. Related APIs
//
// * ListDatasetImportJobs
//
// *
// DescribeDatasetImportJob
func (c *Client) CreateDatasetImportJob(ctx context.Context, params *CreateDatasetImportJobInput, optFns ...func(*Options)) (*CreateDatasetImportJobOutput, error) {
if params == nil {
params = &CreateDatasetImportJobInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateDatasetImportJob", params, optFns, c.addOperationCreateDatasetImportJobMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateDatasetImportJobOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateDatasetImportJobInput struct {
// The Amazon S3 bucket that contains the training data to import.
//
// This member is required.
DataSource *types.DataSource
// The ARN of the dataset that receives the imported data.
//
// This member is required.
DatasetArn *string
// The name for the dataset import job.
//
// This member is required.
JobName *string
// The ARN of the IAM role that has permissions to read from the Amazon S3 data
// source.
//
// This member is required.
RoleArn *string
noSmithyDocumentSerde
}
type CreateDatasetImportJobOutput struct {
// The ARN of the dataset import job.
DatasetImportJobArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateDatasetImportJobMiddlewares(stack *middleware.Stack, options Options) (err error) {
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateDatasetImportJob{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateDatasetImportJob{}, 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); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addOpCreateDatasetImportJobValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDatasetImportJob(options.Region), middleware.Before); 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_opCreateDatasetImportJob(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
SigningName: "personalize",
OperationName: "CreateDatasetImportJob",
}
}