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// Code generated by smithy-go-codegen DO NOT EDIT.
package personalize
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/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)
// . If you already created a recommender or deployed a custom solution version
// with a campaign, how new bulk records influence recommendations depends on the
// domain use case or recipe that you use. For more information, see How new data
// influences real-time recommendations (https://docs.aws.amazon.com/personalize/latest/dg/how-new-data-influences-recommendations.html)
// . By default, a dataset import job replaces any existing data in the dataset
// that you imported in bulk. To add new records without replacing existing data,
// specify INCREMENTAL for the import mode in the CreateDatasetImportJob operation.
// 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 (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDatasetImportJob.html)
// , 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 (https://docs.aws.amazon.com/personalize/latest/dg/API_ListDatasetImportJobs.html)
// - DescribeDatasetImportJob (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDatasetImportJob.html)
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
// Specify how to add the new records to an existing dataset. The default import
// mode is FULL . If you haven't imported bulk records into the dataset previously,
// you can only specify FULL .
// - Specify FULL to overwrite all existing bulk data in your dataset. Data you
// imported individually is not replaced.
// - Specify INCREMENTAL to append the new records to the existing data in your
// dataset. Amazon Personalize replaces any record with the same ID with the new
// one.
ImportMode types.ImportMode
// If you created a metric attribution, specify whether to publish metrics for
// this import job to Amazon S3
PublishAttributionMetricsToS3 *bool
// A list of tags (https://docs.aws.amazon.com/personalize/latest/dg/tagging-resources.html)
// to apply to the dataset import job.
Tags []types.Tag
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) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
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 := addProtocolFinalizerMiddlewares(stack, options, "CreateDatasetImportJob"); 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 = addOpCreateDatasetImportJobValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDatasetImportJob(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_opCreateDatasetImportJob(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateDatasetImportJob",
}
}
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