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Create a dataset export job with Amazon Personalize using an AWS SDK
The following code examples show how to create a Amazon Personalize dataset export job.
- Java
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- SDK for Java 2.x
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Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. public static String createDatasetExportJob(PersonalizeClient personalizeClient, String jobName, String datasetArn, IngestionMode ingestionMode, String roleArn, String s3BucketPath, String kmsKeyArn) { long waitInMilliseconds = 30 * 1000; // 30 seconds String status = null; try { S3DataConfig exportS3DataConfig = S3DataConfig.builder().path(s3BucketPath).kmsKeyArn(kmsKeyArn).build(); DatasetExportJobOutput jobOutput = DatasetExportJobOutput.builder().s3DataDestination(exportS3DataConfig) .build(); CreateDatasetExportJobRequest createRequest = CreateDatasetExportJobRequest.builder() .jobName(jobName) .datasetArn(datasetArn) .ingestionMode(ingestionMode) .jobOutput(jobOutput) .roleArn(roleArn) .build(); String datasetExportJobArn = personalizeClient.createDatasetExportJob(createRequest).datasetExportJobArn(); DescribeDatasetExportJobRequest describeDatasetExportJobRequest = DescribeDatasetExportJobRequest.builder() .datasetExportJobArn(datasetExportJobArn) .build(); long maxTime = Instant.now().getEpochSecond() + 3 * 60 * 60; while (Instant.now().getEpochSecond() < maxTime) { DatasetExportJob datasetExportJob = personalizeClient .describeDatasetExportJob(describeDatasetExportJobRequest) .datasetExportJob(); status = datasetExportJob.status(); System.out.println("Export job status: " + status); if (status.equals("ACTIVE") || status.equals("CREATE FAILED")) { return status; } try { Thread.sleep(waitInMilliseconds); } catch (InterruptedException e) { System.out.println(e.getMessage()); } } } catch (PersonalizeException e) { System.out.println(e.awsErrorDetails().errorMessage()); } return ""; }
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For API details, see CreateDatasetExportJob in AWS SDK for Java 2.x API Reference.
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- JavaScript
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- SDK for JavaScript (v3)
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Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. // Get service clients module and commands using ES6 syntax. import { CreateDatasetExportJobCommand } from "@aws-sdk/client-personalize"; import { personalizeClient } from "./libs/personalizeClients.js"; // Or, create the client here. // const personalizeClient = new PersonalizeClient({ region: "REGION"}); // Set the export job parameters. export const datasetExportJobParam = { datasetArn: 'DATASET_ARN', /* required */ jobOutput: { s3DataDestination: { path: 'S3_DESTINATION_PATH' /* required */ //kmsKeyArn: 'ARN' /* include if your bucket uses AWS KMS for encryption } }, jobName: 'NAME',/* required */ roleArn: 'ROLE_ARN' /* required */ } export const run = async () => { try { const response = await personalizeClient.send(new CreateDatasetExportJobCommand(datasetExportJobParam)); console.log("Success", response); return response; // For unit tests. } catch (err) { console.log("Error", err); } }; run();
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For API details, see CreateDatasetExportJob in AWS SDK for JavaScript API Reference.
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