Personalize Dataset Import Job

An Amazon Personalize Dataset Import Job is a resource that loads data from Amazon S3 into a Personalize dataset. It transforms and validates the data according to the dataset schema, making it ready for training recommendation models. This job is essential for preparing user interaction, item, or user metadata so that Personalize can generate accurate and personalized recommendations.

aws.personalize_dataset_import_job

Fields

TitleIDTypeData TypeDescription
_keycorestring
account_idcorestring
creation_date_timecoretimestampThe creation date and time (in Unix time) of the dataset import job.
data_sourcecorejsonThe Amazon S3 bucket that contains the training data to import.
dataset_arncorestringThe Amazon Resource Name (ARN) of the dataset that receives the imported data.
dataset_import_job_arncorestringThe ARN of the dataset import job.
failure_reasoncorestringIf a dataset import job fails, provides the reason why.
import_modecorestringThe import mode used by the dataset import job to import new records.
job_namecorestringThe name of the import job.
last_updated_date_timecoretimestampThe date and time (in Unix time) the dataset was last updated.
publish_attribution_metrics_to_s3coreboolWhether the job publishes metrics to Amazon S3 for a metric attribution.
role_arncorestringThe ARN of the IAM role that has permissions to read from the Amazon S3 data source.
statuscorestringThe status of the dataset import job. A dataset import job can be in one of the following states: CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
tagscorehstore