Personalize Batch Inference Job

Docs > DDSQL Reference > Data Directory > Personalize Batch Inference Job

Personalize Batch Inference Job in AWS is a resource that runs batch recommendation tasks using Amazon Personalize. It processes input data in bulk, such as a list of users or items, and generates personalized recommendations at scale. The results are stored in Amazon S3 for later use in applications or analytics. This is useful for scenarios where real-time recommendations are not required, such as sending personalized emails or generating offline reports.

aws.personalize_batch_inference_job

Fields

ID	Type	Data Type	Description
_key	core	string
account_id	core	string
batch_inference_job_arn	core	string	The Amazon Resource Name (ARN) of the batch inference job.
batch_inference_job_config	core	json	A string to string map of the configuration details of a batch inference job.
batch_inference_job_mode	core	string	The job's mode.
creation_date_time	core	timestamp	The time at which the batch inference job was created.
failure_reason	core	string	If the batch inference job failed, the reason for the failure.
filter_arn	core	string	The ARN of the filter used on the batch inference job.
job_input	core	json	The Amazon S3 path that leads to the input data used to generate the batch inference job.
job_name	core	string	The name of the batch inference job.
job_output	core	json	The Amazon S3 bucket that contains the output data generated by the batch inference job.
last_updated_date_time	core	timestamp	The time at which the batch inference job was last updated.
num_results	core	int64	The number of recommendations generated by the batch inference job. This number includes the error messages generated for failed input records.
role_arn	core	string	The ARN of the Amazon Identity and Access Management (IAM) role that requested the batch inference job.
solution_version_arn	core	string	The Amazon Resource Name (ARN) of the solution version from which the batch inference job was created.
status	core	string	The status of the batch inference job. The status is one of the following values: PENDING IN PROGRESS ACTIVE CREATE FAILED
tags	core	hstore
theme_generation_config	core	json	The job's theme generation settings.