CreateDatasetImportJob

Source: src/AWS/Personalize/CreateDatasetImportJob.ts

Runtime binding for personalize:CreateDatasetImportJob — Starts a bulk import of training data from S3 into a dataset — the first step of the MLOps retraining loop. Grants personalize:CreateDatasetImportJob on * plus iam:PassRole (conditioned to personalize.amazonaws.com) for the data-access role the service assumes to read the S3 bucket. Provide the implementation with Effect.provide(AWS.Personalize.CreateDatasetImportJobHttp).

Retraining Loop

// init
const createDatasetImportJob = yield* Personalize.CreateDatasetImportJob();

const { datasetImportJobArn } = yield* createDatasetImportJob({
  jobName: "nightly-import",
  datasetArn,
  dataSource: { dataLocation: "s3://training-bucket/interactions.csv" },
  roleArn: importRoleArn,
});