# Source: https://docs.datadoghq.com/ddsql_reference/data_directory/aws/aws.personalize_batch_inference_job.dataset.md

---
title: Personalize Batch Inference Job
description: Datadog, the leading service for cloud-scale monitoring.
breadcrumbs: Docs > DDSQL Reference > Data Directory > Personalize Batch Inference Job
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# 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

| Title                      | 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_csv |
| theme_generation_config    | core | json       | The job's theme generation settings.                                                                                                            |